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ANN ARBOR, Ml 48106 18 BEDFORD ROW, LONDON WC1R 4E J, ENGLAND 8013762 K l e in , M a r v in L ee AN INFORMATION SYSTEM APPROACH TO THE STUDY OF PRICE DATA: A CASE STUDY OF THE MICHIGAN POTATO INDUSTRY Michigan State University University Microfilms International 300 N. Zeeb Road, Ann Arbor, MI 48106 PhD. 1979 18 Bedford Row, London WC1R 4EI, England AN INFORMATION SYSTEM APPROACH TO THE STUDY OF PRICE DATA: A CASE STUDY OF THE MICHIGAN POTATO INDUSTRY By M arvin Lee K le in A DISSERTATION S u b m itte d to . M ic h ig an S t a t e U n i v e r s i t y i n p a r t i a l f u l f i l l m e n t o f t h e r e q u ir e m e n ts f o r th e d e g re e o f DOCTOR OF PHILOSOPHY D ep a rtm en t o f A g r i c u l t u r a l Economics 1979 ABSTRACT AN INFORMATION SYSTEM APPROACH TO THE STUDY OF PRICE DATA: A CASE STUDY OF THE MICHIGAN POTATO INDUSTRY By M arvin Lee K le in V a rio u s p a r t i c i p a n t s i n th e p o t a t o i n d u s t r y have q u e s t i o n e d t h e v a l i d i t y o f p o t a t o p r i c e d a t a p u b l i s h e d by th e U .S. D epartm en t o f A g r i c u l t u r e . They c la im t h a t c u r ­ r e n t d a t a do n o t a d e q u a t e l y r e f l e c t r e a l i t y and h av e r e ­ q u e s te d r e v i s e d d a t a s e r i e s . T h is s tu d y a d d r e s s e s th e adequacy o f c u r r e n t d a t a f o r u se by p r o d u c e r s and s u g g e s ts m o d i f i c a t i o n s i n th e c u r r e n t sy stem . M ich ig an i s u se d as a c a s e s t u d y . The s tu d y exam ines th e c h a n g in g n a t u r e o f t h e M ic h ig an p o t a t o i n d u s t r y and th e r e l a t i o n s h i p o f th o s e changes to n ee d e d changes i n t h e d a t a sy stem . An i n f o r m a t i o n sy ste m a p p ro a c h i s p r e s e n t e d as an i n t e l l e c t u a l framework f o r r e s e a r c h i n v o l v i n g i l l - d e f i n e d problem s o f p r i c e d a t a and i n f o r m a t i o n s y s te m s . A m a il s u rv e y o f M ich ig an p o t a t o p r o d u c e r s p r o v id e d th e b a s i c d a t a fo r a n a ly sis. The c h a n g in g s t r u c t u r e o f p o t a t o p r o d u c t i o n and m ar­ k e t i n g h av e a f f e c t e d p r i c i n g m ethods and a g g r a v a te d th e p ro b lem s o f e s t i m a t i n g and r e p o r t i n g p r i c e d a t a and i n f o r ­ m a tio n . T h ree ty p e s o f pro b lem s i n p u b l i c p r i c e d a t a and i n f o r m a t i o n sy ste m s a r e : (1) c o n c e p u t a l o b s o l e s c e n c e , o p e r a t i o n a l d e f i n i t i o n , o r (3) m easurem ent p r o b le m s . C2) F ur­ th e rm o r e , ch ang es i n t h e p o t a t o i n d u s t r y r e q u i r e r e e v a l ­ u a t i o n o f s t a t i s t i c a l p r i o r i t i e s among com p eting ty p e s o f p r i c e d a t a and i n f o r m a t i o n . C o n c e p u ta l o b s o le s c e n c e a r i s e s when ch an ges i n r e a l i t y u n derm ine th e c o r r e s p o n d e n c e o f a g iv e n c o n c e p t w ith r e a l i t y o r w here chan ges i n r e a l i t y r e s u l t i n d i f f e r ­ e n t u s e s o f d a t a and i n f o r m a t i o n . T hus, we m ig h t e x p e c t th e v a l u e o f d a t a and in f o r m a t i o n f o r d e c i s i o n making to v a r y among d i f f e r e n t m a rk e t s t r u c t u r e s . Problem s w i t h th e o p e r a t i o n a l d e f i n i t i o n a r i s e when th e o p e r a t i o n a l i z a t i o n o f a c o n c e p t, i . e . , th e m e a s u r a b le p ro xy o r r e a l w o rld v a r i a b l e s e l e c t e d t o r e p r e s e n t a c o n ­ c e p t , becomes outmoded b e c a u s e o f ch ang es i n r e a l i t y . M easurem ent p ro blem s a r i s e from th e g r e a t e r d i f f i c u l t y o f a c c u r a t e l y m e a s u rin g an o p e r a t i o n a l i z e d c o n c e p t b e c a u s e o f changes i n th e s t r u c t u r e o f a g r i c u l t u r a l p r o d u c t i o n and m a r k e tin g . A m a il q u e s t i o n n a i r e was s e n t to a l l com m ercial p o ­ t a t o g ro w ers i n M ic h ig a n . The q u e s t i o n n a i r e i d e n t i f i e d th e p ro d u c in g f i r m , i t s m a r k e tin g p a t t e r n , and th e p r o ­ d u c e r ’ s d a t a s o u r c e , and th e p r o d u c e r 's e v a l u a t i o n o f p r i c e d a t a and i n f o r m a t i o n f o r d e c i s i o n m aking. T ele p h o n e i n t e r v i e w s w ere c o n d u c te d w i t h a random sam ple o f t h e n o n - r e s p o n d e n ts to i d e n t i f y t h e e f f e c t s o f r e s p o n s e b i a s on th e m a il s u rv e y r e s u l t s . E v id e n c e was fou n d t h a t t h e r e s p o n d e n ts and n o n - r e s p o n d e n ts do n o t b e ­ lo n g t o t h e same p o p u l a t i o n ; r e s p o n d e n ts to th e m a i l q u e s ­ t i o n n a i r e h a d l a r g e r farm s and more s p e c i a l i z a t i o n i n p o ta to p ro d u c tio n . T h is f i n d i n g c o n firm s th e f a l l a c y o f i g n o r i n g th e n o n - r e s p o n d e n ts to a m a i l q u e s t i o n n a i r e . P o t a t o b u y e r s and fa rm e r o r g a n i z a t i o n r e p r e s e n t a t i v e s w ere i n t e r v i e w e d t o i d e n t i f y t h e i r p r i c e d a t a and in f o r m a ­ tio n u ses. The r e s p o n d e n ts w ere s e l e c t e d t o r e p r e s e n t g ro u p s r a t h e r th a n ran d o m ly . P r i c e q u o t a t i o n s and p r i c e f o r e c a s t s w ere g iv e n th e h i g h e s t r a t i n g f o r u s e f u l n e s s i n d e c i s i o n making b y a l l g ro u p s o f th e r e s p o n d e n t p o t a t o g ro w e rs . However, t h e r e i s e v id e n c e t h a t p r i c e d a t a and i n f o r m a t i o n n eed s and u s e s d i f f e r among th e t a b l e s t o c k , p r o c e s s i n g and se e d m a r k e ts . F o r ex am p le, p r o c e s s i n g p o t a t o g ro w ers s t r e s s th e u s e o f p r i c e d a t a f o r t h e d e c i s i o n on w h e th e r o r n o t to b a r g a i n fo r a p re-season c o n tra c t. P r e - s e a s o n c o n t r a c t i n g and r e ­ l a t e d changes i n a g r i c u l t u r a l p r o d u c t i o n may be d e c r e a s i n g th e r e l a t i v e im p o rta n c e o f p r i c e d a t a f o r s h o r t r u n d e ­ c i s i o n m aking. The p r i n c i p a l o b s o le s c e n c e p ro b lem s c o n f r o n t i n g th e p u b l i c p r i c e d a t a sy stem s a r e o p e r a t i o n a l i z a t i o n and m easurem ent g iv e n t h e chan ges i n p o t a t o p r o d u c t i o n and m a r k e tin g . V e r t i c a l i n t e g r a t i o n o f p r o d u c t i o n and m a r k e tin g f u n c t i o n s a t t h e farm l e v e l c o m p lic a te s th e t a s k o f o p e r a t i o n a l l y d e f i n i n g th e p o i n t o f s a l e and t h e p r o ­ d u c t , and th u s a f f e c t s th e m easu red "fa rm p r i c e , " The p r i n c i p a l m easurem ent p rob lem s in v o l v e d e f i n i n g an a p p r o ­ p r i a t e sa m p lin g fram e a s i n d u s t r y s t r u c t u r e c h a n g e s , and a c c u r a t e l y m e a s u rin g p r i c e i n t h i n m a rk e ts c h a r a c t e r i z e d by s u b s t a n t i a l fo rm u la o r fo rw a r d c o n t r a c t p r i c i n g , DEDICATION To D iane who gave more th a n s h o u ld h av e b e e n a s k e d , E r i n who p r o v id e d d i v e r s i o n and s a n i t y , Mom who t a u g h t th e p h ilo s o p h y o f p e r s e v e r a n c e , and Dad who i n s i s t e d we alw ays do o u r b e s t . ACKNOWLEDGMENTS More p e o p le a r e d e s e r v i n g o f my g r a t i t u d e f o r su p ­ p o r t i n g m e* th ro u g h g r a d u a t e s c h o o l th e n can h e l i s t e d h e r e . My f e l l o w g r a d u a t e s t u d e n t s and f r i e n d s who s h a r e d i n th e good tim e s and t o l e r a t e d t h e d i f f i c u l t tim e s d e s e r v e s p e c i a l re c o g n itio n . P r o f e s s o r s A1 Schmid, Jim S h a f f e r and Jo h n B rak e, who s e r v e d on my g r a d u a t e c o m m itte e , p r o v id e d t h e i n t e l l e c t u a l s t i m u l a t i o n and p e r s o n a l c o u n s e l i n g t h a t made my g r a d u a t e s t u d i e s a dem anding, m e a n in g f u l, and r e w a rd in g e x p e r i e n c e . S p e c i a l a p p r e c i a t i o n i s e x te n d e d t o P r o f e s s o r Tom P i e r s o n who s e r v e d on my t h e s i s co m m ittee and p r o v id e d u n ­ w a v e rin g s u p p o r t i n my r e s e a r c h e f f o r t s . He p ro v ed to be a c r u c i a l so u n d in g b o a r d f o r my i d e a s i n th e d i s s e r t a t i o n p r o c e s s , and h e alw ay s p r e s e n t e d f r e s h i d e a s . P r o f e s s o r s L e s t e r M a n d e rsc h e id and Jim Bonnen d e s e r v e s p e c i a l r e c o g n i t i o n f o r t h e i r r o l e s i n m aking my g r a d u a t e s t u d i e s more m e a n in g f u l. As t h e s i s s u p e r v i s o r , D r. M ander­ s c h e i d came to my r e s c u e d u r in g a v e r y d i f f i c u l t p e r i o d o f tim e . His u n d y in g op tim ism and s u p p o r t w i l l alw ay s be remembered. H is i n s i s t e n c e on c l a r i t y i n t h o u g h t , and i n w r i t t e n w ord, f o r c e d me to o r g a n i z e and p r e s e n t m y s e lf and my i d e a s b e t t e r . H is c r i t i c a l , i n s i g h t f u l , and im m ediate r e s p o n s e s t o d r a f t s o f t h e t h e s i s w ere p a r t i c u l a r l y h e l p f u l ; iii iv and a p p r e c i a t e d ; h e a l s o d e s e r v e s s p e c i a l th a n k s f o r l a b o r ­ in g t h r o u g h th o s e e a r l y d r a f t s o f t h e t h e s i s . As my m a jo r p r o f e s s o r , Dr. Bonnen s e r v e d a s t h e c i p a l c o u n s e lo r f o r my g r a d u a t e pro gram . p rin ­ H is open m in d e d ­ n e s s and i n t e l l e c t u a l c u r i o s i t y a llo w e d me to grow i n g r a d u a t e s c h o o l. His do or was alw ays open and he p r o v id e d warm p e r s o n a l c o u n s e lin g when i t was n e e d e d , b u t a t th e same tim e , he demanded a commitment to i n t e l l e c t u a l a d v a n c e ­ ment . Mabel and S h e r ry d e s e r v e a s p e c i a l th a n k you f o r t h e e x c e l l e n t jo b th e y d i d i n ty p in g a f i r s t d r a f t o f th e th e sis. I t i s a jo b t h a t i s as th a n k le s s as i t i s d i f f i c u l t . L a s t and m ost c e r t a i n l y n o t l e a s t , D ia n e . I w ant to th a n k Her c o n t in u e d s u p p o r t and trem endous p s y c h ic en e rg y e x e r t e d to my g r a d u a t e p rog ram , p a r t i c u l a r l y th e t h e s i s , d e s e r v e s as much c r e d i t a s my own e f f o r t s . She and E r i n seemed n e v e r to g e t t h e i r s h a r e o f c r e d i t d u r in g t h e good t i m e s , b u t y e t th e y w ere alw ays a v a i l a b l e f o r s u p p o r t i n t h e bad t i m e s . TABLE OF CONTENTS Page L ist of T a b l e s ........................................ x L ist of F i g u r e s ...........................................x i i C h a p te r 1 INTRODUCTION............................ ..................................................... 1 .1 2 1 B ackground......................................................................... 2 1 .1 .1 The P o t a t o I n d u s t r y ...................................... 3 1 .1 .2 The USDA D ata S y s te m s ................................. 6 1 .2 Problem S ta te m e n t and O b j e c t i v e s ........................ 9 1 .3 C h a p te r D e sc rip tio n s. . ' .................................. MARKET STRUCTURE AND PRICE DATA PROBLEMS: A REVIEW OF THE LITERATURE................................... 2 .1 2 .3 18 Changing M ark et S t r u c t u r e and P r i c e D ata C o lle c tio n : The I s s u e s .......................... 18 2 .1 .1 2 .2 15 C hanging M arket S t r u c t u r e and P r i c i n g M e c h a n is m s - I m p lic a tio n s F o r The R o le o f P r i c e D ata In D e c is io n M a k i n g ..................................... 22 2 .1 .2 S e ttin g S t a t i s t i c a l P r i o r i t i e s 28 2 .1 .3 M arket S t r u c t u r e and I m p l i c a t i o n s F o r P r i c e M e a s u r e m e n t ....................... . . . E m p ir ic a l S t u d i e s I d e n t i f y i n g P r i c e M e asu re­ m ent P ro b lem s and I n f o r m a t i o n U ses . . . 30 36 2 .2 .1 P r i c e M easurem ent S t u d i e s ............ 2 .2 .2 P r i c e D ata and I n f o r m a t io n Use S t u d i e s ....................................................... 41 S u m m a ry ............................................... ................................ 51 v 37 vi C h a p te r 3 Page CONCEPTUAL FRAMEWORK............................................................ 54 3 .1 55 An I n f o r m a t io n System F r a m e w o r k ....................... 3 .1 .1 3 .1 .2 3 .2 3 .3 4 C o n c e p u ta l O b s o le s c e n c e ............................ 61 . . . 65 3 .2 .1 U s e rs and U ses o f P r i c e D a ta . . . . 65 3 .2 .2 D e f in in g t h e P r i c e D ata and I n f o r m a t i o n System P ro b lem . 71 . . . A M ark et and I n f o r m a t i o n S y s t e m ....................... 73 A M a rk e t System i n A g r i c u l t u r e P r i c i n g P o i n t s .......................................... 73 3 .3 .2 A M arket I n f o r m a t io n S y stem ................... 76 3 .3 .3 A P r o d u c e r D e c is io n S t r u c t u r e . 80 . . . S u m m a ry ............................................................................... 83 METHOD AND PROCEDURE ............................................................ 85 4 .1 P o p u l a t i o n s I n v e s t i g a t e d .......................................... 85 4 .2 P r o c e d u r e s ...................................................................... . 87 4 .2 .1 M a il Q u e s t i o n n a i r e ..................................... 87 4 .2 .2 N on-R espondent T ele p h o n e I n t e r v i e w s . 4 .2 .3 Buyer I n t e r v i e w s .......................................... 94 A n a l y s i s ............................................................................... 95 THE STRUCTURE OF MICHIGAN POTATO PRODUCTION AND MARKETING...................................................................... 98 4 .3 5 55 I n f o r m a t i o n and D ata System P ro b le m s. 3 .3 .1 3 .4 D ev e lo p in g and M a i n t a i n i n g t h e S y ste m ............................................................ 5 .1 92 C h a r a c t e r i s t i c s o f M ic h ig a n P o t a t o Farms Based on t h e M a il S u r v e y ................................ 98 5 .1 .1 M a rk e t S p e c i a l i z a t i o n ................................ 98 5 .1 .2 S i z e o f M ic h ig a n P o t a t o Farm s. . . , 102 vii Chapter Page 5 .2 C h a r a c t e r i s t i c s o f t h e S e l l i n g A rran g em en t . 104 5 .2 .1 F i r s t B uyers o f M ic h ig a n P o t a t o e s . . 106 5 .2 .2 P r i c e D is c o v e r y Mechanisms U t i l i z e d 5 .2 .3 5 .2 .4 5 .3 5 .4 6 . 109 P r e - s e a s o n C o n t r a c t i n g hy M ic h ig a n P o t a t o P r o d u c e r s ..................................... 113 F u n c tio n s P erfo rm e d on P o t a t o e s By P r o d u c e r s P r i o r to S a l e ........................... 114 A C om parison o f N on-R esp on den ts and Res p o n d e n t s - t h e R e s u l t s o f t h e NonR esp o n d en t I n t e r v i e w s ............................................. 119 5 .3 .1 S iz e o f N on-R espondent and R e sp o n d en t P o t a t o Farms .................................... 120 5 .3 .2 N on-R espondent and R e sp o n d en t P r i c e D is c o v e r y M e th o d s .........................................123 S u m m a r y .................................................................................. 127 SOURCES AND USES OF PRICE DATA AND INFORMATION BY MICHIGAN POTATO PRODUCERS ...................................... 129 6 .1 130 6 .2 6 .3 P i l o t I n t e r v i e w s - P ro d u c e r s ................................. 6 .1 .1 P r o c e s s i n g G ro w e rs............................................ 130 6 .1 .2 T a b l e s t o c k G ro w e rs............................................133 M a il Q u e s t i o n n a i r e - A l l R esp o n d en t P r o d u c e r s ......................................................................... 135 6 .2 .1 I n f o r m a t i o n Used i n D e c is io n Making . 136 6 .2 .2 S o u rc e s o f P r i c e D a t a ...................................138 6 .2 .3 U s e f u ln e s s o f P r i c e D ata i n D e c is io n M aking............................................. 142 6 .2 .4 I n f o r m a t i o n and t h e P r i c i n g D e c i s i o n ........................................................... 144 M a il Q u e s t i o n n a i r e - R esp o n d en t P r o d u c e r s b y M a r k e t ...................... * ............................................... 149 viii Chapter 6 .4 7 8 Page 6 .3 .1 USDA As A S o urce o f P r i c e D ata by M a r k e t ........................................................149 6 .3 .2 I n f o r m a t io n Used In D e c is io n Making by M a r k e t................................................... 153 6 .3 .3 S o u rc e s o f P r i c e D a ta by M ark et . . . 159 6 .3 .4 U s e f u ln e s s o f P r i c e D ata i n D e c is io n Making by M arket ....................... . . . 1 6 2 6 .3 .5 I n f o r m a t io n and t h e P r i c i n g D e c is io n by M a r k e t ............................ 165 Summary................................................................................ 168 SOURCES AND USES OF PRICE DATA AND INFORMATION BY NON-PRODUCERS....................................................................169 7 .1 P ro d u c e r O r g a n i z a t i o n I n t e r v i e w s ........................ 169 7 .2 Buyer I n t e r v i e w s ............................................................. 172 7 .3 Summary................................................................................ 176 CONCLUSIONS AND IMPLICATIONS................................................. 178 8 .1 8 .2 How th e C u r r e n t P u b lic D ata System M eets th e Needs o f M ich ig an P o ta to P r o d u c e r s . . . . 179 8 .1 .1 USDA N o n -P ric e D a t a ................................. 179 8 .1 .2 USDA P r i c e D a t a .......................................... 180 I m p l i c a t i o n s .................................................................. 136 8 .2 .1 AMS M ark et N e w s .................................... . . . 186 8 .2 .2 ESCS: 188 8 .2 .3 I m p l i c a t i o n s For A Chaging R ole o f P u b l i c P r i c e R e p o r tin g ....................... 191 8 .2 .4 I m p l i c a t i o n s F or t h e R ole o f A g r i ­ c u l t u r a l E c o n o m is ts .............................193 8 .2 .5 I m p l i c a t i o n s f o r M ic h ig an P o ta to P r o d u c e r s ....................................................194 S ta tistic s ......................................... ix Chapter Page 8 .3 The I n f o r m a t i o n System Framework As An A n a l y t i c a l A pproach To S tu d y in g P r i c e D a ta P r o b l e m s .......................................... 196 8 .4 C o n c lu s io n . . . A ppendix I A ppendix I I A ppendix I I I A ppendix IV ........................................................... 199 P r i c e D ata U s e r s / U s e s ..................................... 201 P ilo t In te rv ie w s: P ro d u c e r s . . . . . . 202 P ro d u c e r M a il Q u e s t i o n n a i r e and F o llo w -u p L e t t e r s ........................... .............. 205 Sample Q u e s t io n s : Buyer I n t e r v i e w s . . . 215 Sample Q u e s tio n s : I n t e r v i e w s w ith C o o p e r a tiv e and B a r g a in in g A s s o c i a t i o n .................................................... 216 B i b l i o g r a p h y ................................................................................................ 21-7 LIST OF TABLES T a b le Page ........................................... 99 5 -1 M a il S u rv ey C h a r a c t e r i s t i c s 5 -2 M ark et S p e c i a l i z a t i o n by M ic h ig an P o ta to P r o d u c e r s ( R e s p o n d e n ts ) .........................................................101 5-3 A v erag e A c r e s , Volume, and Y ie l d o f M ic h ig an P o t a t o Farms by M arket ( R e s p o n d e n t s ) ........................ 103 5 -4 The M ic h ig an P o t a t o M a rk e t: P ro d u c ers, A cres, and Volume by M ark et ( R e s p o n d e n t s ) .............................105 5-5 F i r s t Buyers o f M ic h ig a n P o t a t o e s ( R e s p o n d e n ts ) ................................................................................107 5-6 P r i c e D is c o v e ry Mechanisms U t i l i z e d by M ich ig an P o t a t o P ro d u c e r s (R esp o n d e n ts) ................................ Ill 5-7 C o n t r a c t P r o d u c t i o n 1978 ( R e s p o n d e n ts ) ......................... 114 5-8 F u n c tio n s P erfo rm ed on P o t a t o e s P r i o r to F i r s t S a l e s ( R e s p o n d e n ts ) ..................................................................115 5-9 P r o p o r t i o n s o f R e sp o n d en ts and N o n -re s p o n d e n ts P ro d u c in g 4 A cres o r L ess (C la s s VI fa rm s) . . 122 5-10 P r o p o r t i o n s o f R e sp o n d e n ts and N o n -re s p o n d e n ts P ro d u c in g 10 A cres o r L e s s ............................................... 122 5-11 O r g a n i z a t i o n P e rfo rm in g t h e P r i c e D is c o v e ry F u n c tio n - R e sp o n d en ts and N on-R espondents . . 124 R e sp o n d e n ts and N o n -re s p o n d e n ts F a m i l i a r i t y w i t h USDA P r i c e s ......................................... 125 5-12 5-13 R e sp o n d e n ts and N o n -re s p o n d e n ts F in d in g USDA P r i c e s U s e f u l ............................................................................... 125 6 -1 U s e f u l n e s s o f I n f o r m a t io n i n D e c is io n Making by A l l R esp o n d en t P o t a t o P ro d u c e r s ....................... 6-2 137 P u b l i s h e d P r i c e I n f o r m a t io n Used by R e sp o n d en ts i n D e c is io n M a k i n g ..................................................................139 x xi Table 6-3 6-4 6-5 6-6 6-7 6-8 6-9 6-10 6-11 6-12 Page U s e f u ln e s s o f S o u rc e s o f I n f o r m a t i o n i n D e c is io n Making by A l l R e sp o n d en t P o t a t o P r o d u c e r s ................................................................................... 141 U s e f u l n e s s o f P r i c e D ata f o r S p e c i f i c D e c is io n s by A l l R esp o n d en t P r o d u c e r s . . . . 143 Types o f I n f o r m a t i o n I m p o r ta n t t o P o t a t o P r o ­ d u c e r s When D e c id in g on a S e l l i n g P r i c e ( A ll R esp o n d en t G r o w e r s ) •. . 145 Number and P r o p o r t i o n o f R esp o n d en t M ic h ig an P o t a t o P r o d u c e r s F a m i l i a r w i t h USDA P r i c e s . . 151 Number and P r o p o r t i o n o f R esp o n d en t M ic h ig an P o t a t o P r o d u c e r s F in d in g USDA P r i c e s U s e f u l . 151 C r o s s - t a b u l a t i o n s b etw e en C o n t r a c t P r o d u c t i o n and U s e f u l n e s s o f USDA a s a S o urce o f P r i c e I n f o r m a t i o n by M a i l ............................................................ 152 A v erage R anking o f U s e f u ln e s s o f I n f o r m a t io n Types I n D e c is io n Making By A l l M ich ig an P o t a t o P r o d u c e r s and By P rim a ry M arket (M ail S urvey R e s p o n d e n ts ) .............................................. 154 A v erag e Ranking o f S o u rc e s o f P r i c e D a ta and I n f o r m a t i o n By A l l P r o d u c e r s and By P rim a ry M arket (M ail S urvey R e s p o n d e n t s ) .................................. 160 A verage R anking o f P r i c e D ata f o r V a r io u s D e c i s i o n s By A l l M ic h ig a n P o t a t o P ro d u c e r s And By P rim a ry M ark et (M ail S urvey R e s p o n d e n t s ) .............................................................................. 163 A v erage R anking F o r Im p o rta n c e o f V a rio u s Types o f I n f o r m a t io n i n D e c id in g on a S e l l i n g P r i c e By A l l M ic h ig a n P o t a t o P r o d u c e r s and By P rim a r y M a rk e t (M ail S urvey R e s p o n d e n t s ) . . . 166 LIST OF FIGURES F ig u re Page 3 -1 An I n f o r m a t i o n S y s t e m .............................................................. 56 3 -2 P u b l i c v s . P r i v a t e D ata U s e .................................................69 3-3 P r i c i n g P o i n t s i n An A g r i c u l t u r a l M a rk e t. 3 -4 A M ark et I n f o r m a t i o n S y s t e m ................ ..........................77 3-5 A H y p o t h e t i c a l D e c is io n S t r u c t u r e f o r A P r o d u c e r .....................................................................................81 5-1 Two P r o d u c e r s P r i c e D is c o v e ry M ethods ................... xii . . . 74 118 CHAPTER 1 INTRODUCTION The c h a n g in g s t r u c t u r e o f - a g r i c u l t u r a l p r o d u c t i o n , m a rk e tin g and p r i c i n g a rra n g e m e n ts h ave r e s u l t e d i n e x p r e s s e d c o n c e rn s r e g a r d i n g a g r i c u l t u r a l s t a t i s t i c s i n g e n e r a l and p ric e d ata in p a r t ic u la r . In 1977 t h e U n ite d S t a t e s D ep a rtm en t o f A g r i c u l t u r e (USDA) and t h e A m erican A g r i c u l ­ t u r a l Economics A s s o c i a t i o n (AAEA) c o - s p o n s o r e d a w orkshop on t h e p ro b lem s c o n f r o n t i n g th e a g r i c u l t u r a l and r u r a l d a t a sy stem s ( A g r i c u l t u r a l and R u r a l D a ta , 1 9 7 7 ). The p ro b lem s c o n f r o n t i n g th e p u b l i c p r i c e d a t a sy ste m i n a modern a g r i c u l t u r a l m a rk e t a r e a n a ly z e d and r e p o r t e d in t h i s stu d y . S p e c i f i c a l l y , t h i s s tu d y r e p o r t s an a n a l y s i s o f t h e ch a n g in g s t r u c t u r e o f modern a g r i c u l t u r a l p r o d u c t i o n and m a r k e tin g and th e c o n s e q u e n t n e e d f o r m o d i f i c a t i o n s i n th e p u b l i c p r i c e d a t a s y ste m . A c a s e s tu d y o f th e M ich ig an p o t a t o i n d u s t r y was s e l e c t e d t o i l l u s t r a t e t h e a p p r o a c h . The p r e s e n t c h a p t e r i n c l u d e s a s t a t e m e n t o f th e r e s e a r c h pro b lem , i n c l u d i n g a b r i e f d e s c r i p t i o n o f th e M ich ig an p o t a t o i n d u s t r y and t h e USDA p r i c e d a t a and i n f o r m a t i o n s y s ­ tem. T h is w i l l b e f o llo w e d by a s t a t e m e n t o f th e o b j e c t i v e s o f th e re s e a r c h . The l a s t s e c t i o n o f t h i s c h a p t e r b r i e f l y o u t l i n e s th e r e m a in d e r o f t h e t e x t . 2 1 .1 Background T h is r e s e a r c h c o n c e n t r a t e s on p o t a t o p r i c e d a t a u s e s by p o t a t o p r o d u c e r s and th e problem s o f p r i c e d a t a c o l l e c ­ t i o n c a u sed by th e s u b s t a n t i a l changes i n p r o d u c t i o n and d i s t r i b u t i o n methods i n th e p o t a t o i n d u s t r y i n r e c e n t y e a r s . T his s tu d y f o c u s e s on t h e p o t a t o m a rk e t b e c a u s e e x t e r n a l e v id e n c e s u g g e s ts p r i c e in f o r m a ti o n p ro blem s c u r r e n t l y e x ­ i s t i n p o t a t o m a r k e ts . The USDA h as b een u n d e r p r e s s u r e from r e p r e s e n t a t i v e s o f p o t a t o p r o d u c e r s to p r o v id e d i f f e r ­ e n t p r i c e d a t a on th e p o t a t o i n d u s t r y . A lso , s t a t i s t i c i a n s f o r th e Econom ics, S t a t i s t i c s and C o o p e ra tiv e S e r v ic e (ESCS) o f th e USDA p o i n t o u t t h a t n o n - r e s p o n s e t o USDA s u r v e y s i s h i g h e r f o r p o t a t o e s th a n f o r many o t h e r c o m m o d ities. T his r e s e a r c h w i l l e n t a i l a c a s e s tu d y o f th e Mich­ ig a n p o t a t o i n d u s t r y inasm uch as a d e t a i l e d s tu d y o f one com m odity--one s m a ll segm ent o f th e a g r i c u l t u r a l i n f o r m a t i o n sy ste m —w i l l p r o v id e an o p p o r t u n i t y to v e r i f y e m p i r i c a l l y th e i m p l i c a t i o n s w hich th e c h a n g in g s t r u c t u r e o f a g r i c u l t u r e h as f o r th e p r i c e d a t a and i n f o r m a t i o n sy ste m , and th e r e b y i d e n t i f y th e problem s c o n f r o n t i n g th e p r i c e d a t a and i n f o r ­ m a tio n sy ste m . I n a d d i t i o n , a d e t a i l e d c a s e s tu d y w i l l p r o v id e a more m e a n in g fu l t e s t o f th e a p p l i c a b i l i t y o f th e i n f o r m a t i o n sy stem a p p ro ac h i n a n a ly z in g t h e r e l i a b i l i t y o f p r i c e d a t a and th e problem o f s e t t i n g p r i o r i t i e s among com­ p e tin g uses of p r ic e d a ta . 3 1 .1 .1 The P o t a t o I n d u s t r y The U n ite d S t a t e s p o t a t o i n d u s t r y h a s b een c h a r a c ­ t e r i z e d by s u b s t a n t i a l ch ang es i n s t r u c t u r e i n r e c e n t y e a r s . F re s h p o t a t o co n su m p tio n d e c l i n e d from 100 pounds p e r c a p i t a i n 1950 t o 5 9 .6 pounds i n 1970, w h i l e p r o c e s s e d p o t a t o con ­ su m p tio n i n c r e a s e d from 6 .3 pounds to 59 pounds ( H a r r i s o n , e t a l . , 1976, p . 2).^" T hus, i n 1970 n e a r l y h a l f o f th e p o t a t o e q u i v a l e n t s consumed w ere p r o c e s s e d . The s h i f t to p r o c e s s i n g h a s i m p l i c a t i o n s f o r th e p r i c e and i n f o r m a t i o n s y s te m and th e m a r k e tin g o f p o t a t o e s . In g e n e r a l , a s u b s t a n t i a l p o r t i o n o f th e p o t a t o e s s o l d f o r p ro c e ssin g a re so ld v ia c o n tr a c ts . H arriso n p o in ts o u t th a t t h i s i s p a r t i c u l a r l y th e c a s e i n t h e f r o z e n p o t a t o m a rk e t w here t h e l a r g e f ir m s p r e d o m in a te and t h e p r o c e s s o r s n eed a g u a r a n t e e d s u p p ly o f p o t a t o e s . Changes i n th e M ic h ig a n p o t a t o i n d u s t r y a r e i l l u s t r a t e d by th e number and s i z e o f th e p o t a t o g row er o p e r a t i o n s . Be­ tween 1964 and 1974 t h e number o f p o t a t o g row ers i n M ich ig an d e c l i n e d from 3154 to 860, w h i l e t h e a c r e a g e p e r farm i n c r e a s e d from 12 to 47 a c r e s . 2 These f i g u r e s may a c t u a l l y 1 The m a t e r i a l i n t h i s s e c t i o n i s d e v e lo p e d l a r g e l y from a s t u d y o f t h e M ic h ig an p o t a t o i n d u s t r y by H a r r i s o n e t a l . , 1976. 2 U .S. D ep a rtm e n t o f Commerce, 1969 Census o f A g r i ­ c u l t u r e , 1972, P a r t 13, M ic h ig a n , S e c t i o n 2, V ol. I , W ash in gto n, D .C ., 1972. U .S. D ep a rtm en t o f Commerce, 1974 Census o f A g r i­ c u l t u r e , V o l. I I , S t a t i s t i c s by S u b j e c t , P a r t 6, C rop s, N u rs e ry and G reenhouse P r o d u c t s , W a sh in g to n , D.C. 4 u n d e r s t a t e t h e d e g r e e o f change t n t h e s i z e o f p o t a t o p r o ­ d u c in g farm s and th e r e l a t i v e im p o r ta n c e o f l a r g e f a r m s . H a r r i s o n r e p o r t s t h a t " i n 1969 th e 136 g ro w e rs w i t h farm s o f 500 a c r e s o r more ( 1 1 .5 p e r c e n t o f a l l g ro w e rs) p ro d u c e d a b o u t h a l f o f t h e t o t a l q u a n t i t y o f p o t a t o e s p ro d u c e d i n M ic h ig a n ." (p. 45) W ith in M ic h ig a n , th e w e s t e r n c o u n t i e s , su c h as Mont­ calm , M e co sta , M a n is te e and A lle g a n p ro d u c e p r i n c i p a l l y f o r a l l t h r e e m a r k e ts : f r o z e n , c h i p p i n g , and t a b l e s t o c k . Ore I d a , th e f r o z e n p o t a t o p r o c e s s i n g f i r m , h a s a p l a n t l o c a t e d i n Montcalm County and p u r c h a s e s m o st o f i t s p o t a t o e s from grow ers i n t h a t a r e a . F r i t o - L a y , a l a r g e c h i p p in g p o t a t o bu y er, c o n tra c ts f o r a s u b s t a n t i a l p o r tio n o f i t s p o ta to s u p p l i e s w i t h t h e C h ie f W abasis C o o p e r a tiv e , w hich i s a l s o l o c a t e d i n th e Montcalm c o u n ty a r e a . In a d d i t i o n , t h e r e a r e some l a r g e t a b l e s t o c k g ro w ers i n t h e a r e a t h a t p ro d u ce and s e l l d i r e c t l y to s t o r e s i n th e w e s t e r n M ich ig an m e tro ­ p o lita n areas. The e a s t e r n c o u n t i e s , su c h as Bay, T u s c o la , and Monroe c o u n t i e s , s e l l to b o t h t a b l e s t o c k and c h ip p in g m a rk e ts b u t n o t th e f r o z e n m a r k e t. Upper p e n n i n s u l a c o u n t i e s s e l l p r i n c i p a l l y to th e t a b l e s t o c k m a rk e t ( H a r r is o n e t a l . , p. 45 -4 9 ). T here a r e two f r o z e n p o t a t o p r o d u c t p r o c e s s o r s i n th e s t a t e and o n ly one o f t h e s e buys p o t a t o e s from M ich igan p r o ­ du cers. Ore I d a , a s u b s i d i a r y o f H .J . H einz Company, owns and o p e r a t e s a p l a n t i n G r e e n v i l l e . The se c o n d p l a n t , Mid­ A m erican w hich i s l o c a t e d i n Grand R a p i d s , buys n e a r l y a l l 5 o f i t s p o t a t o e s from th e Red R iv e r V a l l e y i n M in n e so ta and th e D a k o ta s. Ore I d a c o n t r a c t s f o r a p p r o x im a te l y 90% o f i t s p o t a t o n e e d s i n M ic h ig a n . The c o n t r a c t i s n e g o t i a t e d w i t h th e M ic h ig an A g r i c u l t u r a l C o o p e r a tiv e M a rk e tin g A s s o c i a t i o n (MACMA) and th e p r o c e s s o r buys m ost o f i t s p o t a t o e s from 45 t o 50 p r o d u c e r s ( H a r r i s o n e t a l . , p. 6 9 ) . I n th e p o t a t o c h ip p in g m a rk e t t h e r e a r e n i n e c h ip p in g p l a n t s i n M ic h ig a n . S ix o f t h e s e p l a n t s a r e l o c a t e d i n D e t r o i t , one ea ch i n F l i n t , Bay C i t y , and B a t t l e C reek. These p l a n t s p r o c e s s a p p r o x im a te ly two m i l l i o n cw t. p e r y e a r , w hich was a p p r o x im a te ly 20% o f M ic h ig a n ’ s p o t a t o p r o d u c t i o n i n 1974. F r i t o - L a y , w hich i s a n a t i o n a l f i r m , i s th e l a r g e s t c h ip p in g p r o c e s s o r i n t h e s t a t e . F rito -L a y c o n tra c ts fo r a m a j o r i t y o f i t s M ic h ig a n s u p p ly th r o u g h th e C h ie f W abasis C o o p e r a tiv e . The s m a l l e r c h i p p e r s buy t h e i r p o t a t o e s p r i ­ m a r i l y th ro u g h b r o k e r s , a l th o u g h t h e r e seems to b e a t r e n d tow ard more d i r e c t g ro w er c o n t r a c t s i n t h i s m a rk e t a l s o ( H a r r is o n , e t a l . , p . 6 4 - 6 5 ) . The o t h e r m a jo r b u y e r s o f M ic h ig an p o t a t o e s a r e th e r e t a i l g r o c e r y s t o r e s o r th e w h o l e s a l e r s t h a t s u p p ly r e t a i l sto re s. G e n e r a l l y , c h a i n s t o r e s buy t h e i r own p o t a t o e s and d i s t r i b u t e them th r o u g h o u t th e s t a t e to t h e i r s t o r e s , . I n d e ­ p e n d e n t s t o r e s may e i t h e r buy i n d e p e n d e n t l y o r th e y may p u r c h a s e t h e p o t a t o e s th r o u g h a c o l l e c t i v e l y owned and o p e r a t e d w h o le s a le w a re h o u sin g o p e r a t i o n . 1 .1 .2 The USDA D ata System s The U .S. D ep artm en t o f A g r i c u l t u r e h as two m a jo r d a t a s u b - s y s te m s : ESCS: S t a t i s t i c s and th e M arket News B ranch o f t h e A g r i c u l t u r a l M a rk e tin g S e r v i c e (AMS). Both a r e c o o p e r a t i v e f e d e r a l - s t a t e v e n t u r e s , and b o t h o f t h e s e o r g a n ­ i z a t i o n s r e p o r t p r i c e d a t a and o t h e r a g r i c u l t u r a l s t a t i s t i c s . However, th e y hav e q u i t e d i f f e r e n t o b j e c t i v e s . As t h e p r im a r y s u p p l i e r o f s t a t i s t i c s i n th e a g r i ­ c u l t u r a l s e c t o r , t h e p u rp o s e o f ESCS: S t a t i s t i c s i s to p r e s e n t a p i c t u r e o f th e c u r r e n t and n e a r f u t u r e s u p p l i e s o f a g r i c u l t u r a l p ro d u c ts. T hus, t h i s agency p u b l i s h e s numerous d a t a on th e p o t a t o m a r k e ts . M onthly and s e a s o n a v e ra g e p r i c e s a r e r e p o r t e d f o r p o t a t o e s . P ro sp e c tiv e p l a n t i n g s , a c r e s p l a n t e d , h a r v e s t e d , y i e l d s and p r o d u c t i o n are a l l re p o rte d . In a d d i t i o n , grow er and l o c a l d e a l e r s t o r a g e s t o c k s i n f a l l p r o d u c in g a r e a s a r e r e p o r t e d by s t a t e s m o n th ly d u r in g th e s e a s o n . T here a r e a l s o r e p o r t s on t h e p r o d u c t i o n , farm d i s p o s i t i o n and u t i l i z a t i o n o f p o ta to e s. in January. I n a d d i t i o n , r e v i s e d m o n th ly p r i c e s a r e r e p o r t e d (Crop R e p o r tin g Board C a ta lo g o f 1978 Re­ le a se s) . The Scope and Methods p o i n t s o u t t h a t a "m ain u s e r i s th e p r o d u c e r s . . . . O th e r i m p o r t a n t u s e r s o f a g r i c u l t u r a l s t a t i s t i c s a r e farm o r g a n i z a t i o n s , a g r i b u s i n e s s , s t a t e and n a t i o n a l farm p o lic y m a k e r s , and f o r e i g n b u y e r s o f a g r i ­ c u ltu r a l p ro d u c ts ." (Scope and M ethods, p g . 1 - 2 ) . 7 The ESCS: S t a t i s t i c s p r i c e d a t a a r e c h i e f l y u se d to " e v a l u a t e m a r k e tin g o f com m odities and th u s to d ev e lo p e s t i m a t e s o f income to a g r i c u l t u r e . " pg. 99). (Scope and M ethods, The p r i c e s r e c e i v e d by f a r m e r s a r e e s t i m a t e d to r e f l e c t s a l e s o f a l l c l a s s e s and g r a d e s o f t h e commodity. Thus, t h e c o n c e p t m easu red by t h i s agency i s an a v e ra g e p r i c e f o r a l l g r a d e s and c l a s s e s o f th e commodity a t th e p o in t of f i r s t s a le . The p u r p o s e o f t h e M arket News B ranch o f AMS i s somewhat d i f f e r e n t th a n ESCS: S ta tis tic s . The M arket News " s t r i v e s to p r o v i d e a w ide v a r i e t y o f m a rk e t i n f o r m a t i o n to a l l members o f t h e N a t i o n 's a g r i c u l t u r a l i n d u s t r y , from t h e fa r m e r s th ro u g h th e r e t a i l e r . " pg. 1 ) . (USDA Handbook #365, V ol. 10, T his agen cy a t t e m p t s t o p r o v id e a m a rk e t r e p o r t i n g f u n c t i o n to k eep p a r t i c i p a n t s in fo rm e d o f c u r r e n t m a rk e t c o n d i t i o n s as t h e s e c o n d i t i o n s f l u c t u a t e from day t o day. F u r t h e r , th e c o n c e p t u n d e r l y i n g th e M ark et News B ranch o f USDA i s t h a t " F a i r B a r g a in in g can e x i s t o n ly w here b o th p a r t i e s to a t r a n s a c t i o n h av e a c c e s s to a common s o u r c e o f r e l i a b l e i n f o r m a t i o n ; su ch a s o u r c e d i d n o t e x i s t b e f o r e m a rk e t news came on th e s c e n e . " pg. 2 ) . (Handbook #365, V ol. 10, T hus, th e a u t h o r a r g u e s t h a t th e M a rk e t News s e r ­ v i c e e x i s t s a t l e a s t p a r t l y to e q u a l i z e i n f o r m a t i o n i n th e m a rk e t p l a c e i n s p e c i f i c and c u r r e n t t r a n s a c t i o n s . The M arket News s e r v i c e g a t h e r s and d i s s e m i n a t e s num­ e ro u s d a t a on t h e m a rk e t c o n d i t i o n s f o r c o m m o d itie s : in fo r­ m a tio n on s u p p ly , demand, l o c a l s t o c k s , commodity movements, 8 w e a th e r c o n d i t i o n s , e t c . th o s e p r o v id e d by ESCS: T hese d a t a a r e more s p e c i f i c th a n S ta tistic s. r e p o r ts th a t in c lu d e p r ic e d a ta a re : The t h r e e M ark et News t h e t e r m i n a l m a rk e t r e p o r t s , th e s h i p p i n g p o i n t m a rk e t r e p o r t s , and t h e n a t i o n a l s h ip p i n g p o i n t t r e n d s . The t e r m i n a l m a rk e t r e p o r t s a r e i s s u e d d a i l y and th e y i n c l u d e p r i c e d a t a on com m odities t r a d e d on t h e l o c a l w h o le ­ s a l e m a rk e t. Thus, t h e s e p r i c e s r e p r e s e n t p r i c e s r e c e i v e d by w h o l e s a l e r s . The r e p o r t s a l s o show r a i l and t r u c k r e ­ c e i p t s and u n lo a d s (Handbook #36 5 , V ol. 10 and USDA/AMS # 6 1 ) . I n M ic h ig an t h i s r e p o r t o r i g i n a t e s i n D e t r o i t . T h ere a r e a l s o a n n u a l p r i c e summ aries o f ea ch t e r m i n a l m a rk e t a t th e end o f ea ch y e a r . The s h i p p i n g p o i n t r e p o r t s a r e i s s u e d d a i l y f o r m a jo r grow ing a r e a s . The p r i c e s a r e r e p o r t e d by ty p e o f s a l e and show w hat t h e g ro w er o r s h i p p e r r e c e i v e s p e r u n i t . T hese a r e F .O .B . s h ip p i n g p o i n t p r i c e s and th e y r e p r e s e n t th e m ost u n ifo rm l e v e l o f t r a d i n g r e p o r t a b l e . T h ere a r e s e a s o n a l s h ip p i n g p o i n t sum m aries t h a t g i v e p r i c e s f o r th e m ost r e p r e s e n t a t i v e day and th e p r i c e s a r e r e p o r t e d by g r a d e , c o n t a i n e r and s t a t e o f o r i g i n . (USDA/AMS # 6 1 ) . The s h i p p i n g p o i n t r e p o r t s g iv e t h e p r i c e f o r p o t a t o e s by v a r i e t y , i . e . , R u s s e t B urbank, Round W h ite s , e t c . , and th e y r e p o r t t h e p r i c e s f o r p o t a t o e s i n d i f f e r e n t s i z e d co n ­ ta in e rs , i . e . , 10 l b . b a g s , 100 l b . b a g s , e t c . T hese p r i c e r e p o r t s a r e s u b j e c t to t h e i r b e in g s a l e s from w hich to r e p o r t a p ric e . A ls o , M arket News r e p o r t s show a r a n g e o f p r i c e s t h a t i n d i c a t e d i f f e r e n t s i z e s , q u a l i t i e s and o t h e r f a c t o r s th a t a ffe c t p ric e s. I n M ich ig an t h e s h ip p i n g p o i n t r e p o r t o r i g i n a t e s i n Benton H a rb o r. The t h i r d M arket News r e p o r t i s th e N a t i o n a l S h ip p in g p o in t tre n d s. T h is i s i s s u e d w ee k ly from Kansas C i t y , Denver and P h i l a d e l p h i a , and i t g iv e s b ac k g rou nd in f o r m a t i o n a t v a r i o u s s h ip p i n g p o i n t s on such f a c t o r s as s h ip m e n t s , p r i c e s , t h e p a s t weeks t r a d i n g , th e o u tlo o k f o r t h e n e x t two w eeks, e t c . (AMS # 6 1 ). I n summary, t h e ESCS: S t a t i s t i c s b ra n c h p r e s e n t s d a t a o r i e n t e d tow ard m o n it o r i n g th e p erfo rm a n c e o f th e a g r i ­ c u l t u r a l s e c to r in c lu d in g p r ic e d a ta th a t a re used in e s t i ­ m a tin g a g r i c u l t u r a l income and d a t a u s e f u l i n p la n n in g fu tu re o p e ra tio n s . The M arket News Branch on th e o t h e r h an d , p r e s e n t s d a t a i n t e n d e d f o r use i n making s h o r t - r u n m a rk e tin g d e c i s i o n s . The d a i l y and w eekly p r i c e r e p o r t s and r e p o r t s o f p o t a t o s h ip m e n ts , i l l u s t r a t e t h i s . In th is s e n s e th e M arket News Branch seems to b e o r i e n t e d more to p r o v i d i n g tim e ly d a t a and i n f o r m a t i o n t h a t w i l l be u se d to im prove th e flo w o f p r o d u c ts and th u s im prove a l l o c a t i v e e f f i c i e n c y o f m a rk e tin g r e s o u r c e s w i t h i n th e m a rk e tin g season. 1 .2 P roblem S ta te m e n t and O b je c tiv e s The c e n t r a l h y p o t h e s i s o f t h i s r e s e a r c h i s t h a t changes i n m a rk e tin g c h a n n e ls and m a rk e tin g i n s t i t u t i o n s , i n c r e a s e d p r o d u c t d i f f e r e n t i a t i o n f o r p o t a t o e s due to 10 d i f f e r e n t en d u s e s o f t h e p r o d u c t , and an i n c r e a s e i n l o c a ­ t i o n a l c o n c e n t r a t i o n o f p r o d u c t i o n due to s p e c i a l i z a t i o n h ave g iv e n r i s e to t h r e e p o s s i b l e ty p e s o f p ro b lem s i n th e p u b l i c p r i c e d a t a and i n f o r m a t i o n sy ste m : tu a l o b so le sc e n c e , (1) c o n c e p ­ (2) o p e r a t i o n a l ( o r d e f i n i t i o n a l ) p r o ­ b le m s, o r (3) m easu rem en t p ro b le m s . C o n c e p u ta l o b s o l e s c e n c e may a r i s e when changes on r e a l i t y , f o r ex am p le, t h e s t r u c t u r e o f a m a r k e t, u n d e r ­ mine th e c o r r e s p o n d e n c e o f a g iv e n c o n c e p t w ith r e a l i t y o r w here changes i n m a rk e t s t r u c t u r e r e s u l t i n d i f f e r e n t u s e s o f d a t a and i n f o r m a t i o n . T h e r e f o r e , we m ig h t e x p e c t t h a t th e v a l u e o f i n f o r m a t i o n and d a t a f o r d e c i s i o n making may v a r y among d i f f e r e n t m a rk e t s t r u c t u r e s t o th e e x t e n t t h a t th e se s tr u c tu r e s r e q u ire a d i f f e r e n t concept or r e l a t i v e mix o f c o n c e p ts f o r d e c i s i o n m aking. O p e r a t i o n a l p rob lem s a r i s e when, g iv e n a v a l i d co n ­ c e p t , t h e o p e r a t i o n a l i z a t i o n o f t h e c o n c e p t, i . e . , th e m e a s u r a b le r e a l w o rld p ro x y o r v a r i a b l e s e l e c t e d to r e p r e ­ s e n t a c o n c e p t, becomes outmoded b e c a u s e o f ch ang es i n re a lity . F o r ex am p le, t h e c o n c e p t o f a v e r a g e p r i c e a t th e farm g a t e a s a b a s i s o f e s t i m a t i n g a g r i c u l t u r a l income may re m a in v a l i d . However, t h e d e c i s i o n w h ich o p e r a t i o n a l l y d e f i n e s (and th u s a llo w s one to m e asu re) t h a t p r i c e a t th e p o i n t o f s a l e t o t h e f i r s t h a n d l e r l o s e s v a l i d i t y when some m a r k e tin g f u n c t i o n s and t h e i r u s e s s h i f t from th e f i r s t hand l e r to t h e f a r m e r , and a r e i n c l u d e d i n t h e p r i c e . 11 M easurem ent p ro b lem s may a r i s e from th e g r e a t e r d i f ­ f i c u l t y o f a c c u r a t e l y m e a s u rin g an o p e r a t i o n a l i z e d c o n c e p t b e c a u s e o f ch an ges i n th e s t r u c t u r e o f a g r i c u l t u r a l p r o ­ d u c t i o n and m a r k e tin g . Some exam ples o f m easurem ent p rob lem s i n c l u d e t h e p ro b lem o f a c c u r a t e l y m e a s u rin g a r e p r e s e n t a t i v e m a rk e t p r i c e from t h i n m a r k e t s , as th e p r o p o r t i o n o f t o t a l p r o d u c t i o n t h a t i s p r i c e d on t h e open m a rk e t d e c l i n e s , th e p ro b lem s o f d e f i n i n g th e a p p r o p r i a t e sa m p lin g fram e f o r p r o b a b i l i t y sa m p lin g , th e c o r r e c t m easurem ent th e o r y o r te c h n iq u e su c h a s a sam ple o r a c e n s u s , e t c . M easurem ent p ro b lem s and m easurem ent e r r o r a r e w hat we r e f e r to as s ta tis tic a l erro r. S t r u c t u r a l ch ang es i n p o t a t o m a rk e ts th e n may h av e a g g r a v a te d th e p ro b lem s i n v o l v e d i n th e c o n c e p t u a l i z a t i o n , o p e r a t i o n a l i z a t i o n , and m easurem ent o f p r i c e d a t a by a n e u t r a l ag e n t. G iven th e chan ges i n p r o d u c t i o n , m a rk e tin g and t h e i n c r e a s e i n p r o d u c t d i f f e r e n t i a t i o n , th e p o i n t o f f i r s t s a l e , farm g a t e p r i c e , o r ev en more g e n e r a l l y , p o i n t o f s a l e , l o s e s t h e h o m o g e n eity o f i t s m eaning i n two r e s p e c t s : (1) because o f d if fe re n c e s in th e p o in t o f f i r s t p r ic in g f o r th e same p r o d u c t , and (2) b e c a u s e o f p r o d u c t d i f f e r e n c e s a t th e p o i n t o f f i r s t p r i c i n g . T hus, s t r u c t u r a l changes i n m a rk e ts can i n c r e a s e t h e d a t a c o l l e c t i o n b u rd e n by sim p ly m aking i t more d i f f i c u l t o r more e x p e n s iv e to o p e r a t i o n a l l y d e f i n e and to m easu re t h e same c o n c e p t. D i f f e r e n c e s i n th e p o i n t o f f i r s t p r i c i n g f o r i d e n t ­ i c a l p r o d u c ts a r i s e b e c a u s e o f ch ang es i n m a r k e tin g c h a n n e ls 12 and i n s t i t u t i o n s . I n some i n s t i t u t i o n a l a rra n g e m e n ts t h e r e may s im p ly be no p r i c e g e n e r a t e d and c o n s e q u e n t ly no o p p o r t u n i t y f o r a p r i c e q u o te u n t i l t h e p r o d u c t h as p r o g r e s ­ s e d f u r t h e r th r o u g h th e v e r t i c a l c h a in . T hus, assum ing t h a t an i d e n t i c a l p r o d u c t i s t r a d e d th r o u g h d i f f e r e n t m ar­ k e t i n g a r r a n g e m e n t s , p r i c e d a t a c o l l e c t i o n may b e c o n f r o n t e d w i t h th e p ro b le m o f o p e r a t i o n a l i z i n g a homogeneous p r i c i n g p o i n t i n t h e v e r t i c a l p r o d u c t i o n / m a r k e t i n g c h a in . In th is s i t u a t i o n , t h e r e may be some a m b ig u ity r e g a r d i n g any q u o te d p ric e . I n o t h e r w o rd s, i t i s n o t c l e a r e x a c t l y w hat f u n c ­ t i o n p r i c e p e r f o r m s , o r w h at p r i c e d a t a th e p a r t i c i p a n t s n ee d f o r d e c i s i o n m aking. F u r th e r m o r e , i t i s n o t c l e a r e x a c t l y w hich p a r t i c i p a n t s a r e i n v o l v e d a t th e f i r s t p r i c i n g p o i n t . F o r exam ple, t h e r e may b e a v a r i e t y o f m a rk e t a c t o r s i n v o l v e d i n t h e f i r s t p ric in g tra n s a c tio n fo r p o ta to e s: p ro d u cers, a g e n ts/ b ro k e rs, w h o le sa le rs, r e t a i l s to r e s , p ro c e sso rs, e tc . Thus, a m easurem ent p ro b lem e x i s t s b e c a u s e o f t h e d i f f i c u l t y o f m a i n t a i n i n g a r e l i a b l e sa m p lin g fram e o f t h e p a r t i c i p a n t s a t th e f i r s t p r i c i n g p o i n t . P roduct d if f e r e n c e s e x i s t a t th e p o in t o f f i r s t p r i c ­ i n g b e c a u s e p r o d u c e r s and t h e i r a s s o c i a t i o n s may m a rk e t t h e p o t a t o e s i n s u b s t a n t i a l l y d i f f e r e n t fo rm s . Some p o t a t o e s a r e s o l d b u l k w i t h no a d d i t i o n a l f u n c t i o n s p e rfo rm e d beyond h a r v e s t i n g , w h ile o t h e r s a r e s o l d a f t e r s t o r a g e , w a sh in g , g r a d i n g , p a c k in g , e t c . P o ta to e s w ith d i f f e r e n t q u a l i t y c h a r­ a c t e r i s t i c s may a l s o b e p ro d u c e d and s o l d f o r u s e i n th e 13 t h e t a b l e s t o c k m a r k e t, p r o c e s s i n g m a rk e t o r s e e d m a rk e t. At t h e p o i n t o f f i r s t s a l e , t h e s e v a r i a t i o n s in v o l v e t h e p r ic in g o f e s s e n t i a l l y d i f f e r e n t p ro d u c ts. T hus, even assum ing t h e s e p r o d u c t s a r e s o l d u n d e r i d e n t i c a l m a r k e tin g a rra n g e m e n ts, p r ic e d a ta c o l le c tio n i s co n fro n te d w ith th e p ro b le m o f hom ogeneously d e f i n i n g th e p r o d u c t , and th u s th e o p e r a t i o n a l i s a t i o n o f t h e c o n c e p t o f a p r i c e f o r th e p r o d u c t . T h is a g a in r e s u l t s i n a m b ig u ity a b o u t th e m eaning o f t h e r e p o r t e d p r i c e and i t s v a l u e t o t h e s e v e r a l u s e r s w i t h t h e i r v a rio u s uses o f p r ic e d a ta . I t i s d i f f i c u l t i n su ch a s i t u a t i o n to d e te r m in e w hich p r o d u c t i o n and m a r k e tin g f a c t o r s a r e b e i n g r e n u m e r a te d by a p r i c e q u o te . In a d d itio n , i t may b e more d i f f i c u l t and c o s t l y to m eet one s e t o f u s e r s p a r t i c u l a r n e e d s to r e f l e c t a s p e c i f i c c o n f i g u r a t i o n o f fu n c tio n s in a p ro d u ct p r ic e . F o r exam ple, p r o d u c e r s may n e e d p r i c e d a t a r e f l e c t i n g o n ly th e r e t u r n s to p r o d u c t i o n . I t c o u ld impose a m a jo r b u rd e n on th e d a t a c o l l e c t i o n ag e n cy , o r i t may even b e im p o s s i b l e w ith a c c e p t a b l e a c c u r a c y , to s e p a r a t e v a l u e s f o r th e m a rk e tin g f u n c t i o n s p e rfo rm e d b e ­ f o r e t h e f i r s t s a l e from t h e v a l u e o f th e h a r v e s t e d p o t a t o a t th e farm g a t e . A c c u r a te e s t i m a t i o n and r e p o r t i n g o f p r i c e s by a p u b l i c agen cy b r i n g s up a more fu n d a m e n ta l q u e s t i o n - - w h i c h u s e s o f p r i c e d a t a and i n f o r m a t i o n a r e to b e s e r v e d by th e p u b l i c p r i c e d a t a and i n f o r m a t i o n sy stem ? I n o t h e r w o rd s, t h e s t a t i s t i c a l agency may b e c o n f r o n t e d w i t h th e p ro b lem o f s e t t i n g s t a t i s t i c a l p r i o r i t i e s among com p eting u s e s o f 14 o f p r i c e d a t a and i n f o r m a t i o n , e s p e c i a l l y when t h e s e p r i o r ­ i t i e s change o v e r tim e . As r e a l i t y c h a n g e s , d i f f e r e n t d e c i s i o n s and i n f o r m a t i o n n e e d s may emerge as i m p o r t a n t . T h is s t u d y w i l l a d d r e s s th e p o t a t o i n d u s t r y u s e s o f p r i c e d a t a and i n f o r m a t i o n w i t h s p e c i f i c em p h asis on p o t a t o p ro d u c e rs ' p r ic e d ata needs. Thus, i t s h o u ld be n o te d t h a t t h e r e may b e n o n - p r o d u c e r u s e s o f USDA p r i c e d a t a w hich a r e n o t e x p l i c i t l y c o n s i d e r e d i n t h i s s tu d y . The o b j e c t i v e s o f t h i s s tu d y a r e : (1) I d e n t i f y and d e s c r i b e t h e s t r u c t u r a l make up o f p o t a t o p r o d u c t i o n , m a r k e tin g and p r i c i n g a t th e p r o d u c e r / f i r s t h a n d l e r l e v e l i n M ic h ig an . (2) I d e n t i f y p o t a t o p r o d u c e r u s e s o f p r i c e d a t a and i n f o r ­ m a tio n , and th e s o u r c e s o f p r i c e d a t a u s e d by p r o d u c ­ e r s , and i n f o r m a t i o n u se d i n d e c i d i n g on a s e l l i n g p ric e . (3) D ete rm in e w h e th e r t h e r e i s e v id e n c e o f a r e l a t i o n s h i p b e tw e e n th e s t r u c t u r e o f p o t a t o p r o d u c t i o n and m a r k e t­ in g and t h e p r o d u c e r u s e s and s o u r c e s o f p r i c e d a t a and i n f o r m a t i o n . (4) I d e n t i f y c o n c e p t u a l , o p e r a t i o n a l and m easurem ent p r o ­ blem s c o n f r o n t i n g th e i n f o r m a t i o n and p r i c e d a t a s y ste m f o r M ic h ig an p o t a t o e s . (5) E v a l u a t e th e c u r r e n t p u b l i c p r i c e d a t a and i n f o r m a t i o n sy ste m f o r M ic h ig an p o t a t o p r o d u c e r s a g a i n s t p r o d u c e r d e c isio n needs. 15 (6) E v a l u a t e t h e I n f o r m a t i o n sy ste m a p p r o a c h as a t o o l i n i d e n t i f y i n g , d e f i n i n g , and e v a l u a t i n g th e p ro blem s o f p r i c e d a t a and i n f o r m a t i o n . 1 .3 C h a p te r D e s c r i p t i o n s C h a p te r 2 i n c l u d e s a d i s c u s s i o n o f t h e b a c k g ro u n d t h a t l e d to t h i s r e s e a r c h . T h is i n c l u d e s a r e v ie w o f th e l i t e r ­ a t u r e on t h e p ro b lem s t h a t t h e c h a n g in g s t r u c t u r e o f a g r i ­ c u l t u r a l m a rk e ts p o s e f o r an o p e r a t i n g p u b l i c p r i c e d a t a and i n f o r m a t i o n sy ste m . T hese p ro b lem s c o n s i s t o f c h a n g in g n e e d s f o r , and u s e s o f p u b l i c p r i c e d a t a , s e t t i n g s t a t i s t i c a l p rio ritie s, p ric e s. and th e o p e r a t i o n a l i z a t i o n and m easurem ent o f The se c o n d p a r t o f th e c h a p t e r p r e s e n t s a re v ie w o f s t u d i e s w hich h av e s p e c i f i c a l l y exam ined th e p ro blem s w i t h p r i c e d a t a and i n f o r m a t i o n . C h a p te r 3 d e v e lo p s th e c o n c e p t u a l fram ew ork u n d e r l y i n g t h i s r e s e a r c h and d i s c u s s e s th e p r o p e r t i e s o f i n f o r m a t i o n and d a t a . An I n f o r m a t i o n sy ste m a p p ro a c h i s p r e s e n t e d as an i n t e l l e c t u a l fram ew ork f o r r e s e a r c h i n v o l v i n g i l l - d e f i n e d p ro b lem s o f th e p u b l i c p r i c e d a t a and i n f o r m a t i o n sy ste m . F u r t h e r , a model o f a m a rk e t i n f o r m a t i o n s y s te m i s i n t r o ­ duced and d i s c u s s e d i n te rm s o f t h e f u n c t i o n s p e rfo rm e d by th e a c t o r s i n t h e m a r k e t. The r e s e a r c h m eth o d o lo g y and th e s p e c i f i c p r o c e d u r e s em ployed by t h i s s tu d y a r e d e v e lo p e d i n C h a p te r 4. T h is w i l l i n v o l v e a d i s c u s s i o n o f t h e p o p u l a t i o n s t u d i e d , sam p l­ in g , 'ind t h e r e s e a r c h d e s i g n , and t h e d ev e lo p m e n t o f £he su rv e y 16 ques t i o n n a i r e . C h a p te r 5 d e s c r i b e s th e c u r r e n t s t r u c t u r e o f th e p r o d u c e r / f i r s t h a n d l e r t r a n s a c t i o n i n th e M ichig an p o t a t o in d u s try . These r e s u l t s w ere d e r i v e d p r i n c i p a l l y from a s u rv e y q u e s t i o n n a i r e t h a t i d e n t i f i e d t h e m anner i n w hich M ichigan p r o d u c e r s m a rk e t t h e i r p o t a t o e s . The r e s u l t s p r e s e n t e d i n c lu d e a co m p ariso n b etw een th o s e who re sp o n d e d to a m a il q u e s t i o n n a i r e and t h e te le p h o n e i n t e r v i e w s o f a random sample o f th o s e p r o d u c e r s who d id n o t re s p o n d to th e m a il q u e s t i o n n a i r e . T h is co m p arison i l l u s t r a t e s t h a t th o s e who re sp o n d e d to th e m a il q u e s t i o n n a i r e d i f f e r from th e non­ r e s p o n d e n ts i n th e s i z e o f t h e i r o p e r a t i o n s and t h e i r u se a g e o f USDA p r i c e d a t a . C h a p te r 6 p r e s e n t s th e r e s u l t s o f th e p r o d u c e r e v a l ­ u a t i o n s o f p r i c e d a t a and i n f o r m a t i o n and t h e s o u r c e s o f p r i c e d a t a th e y u se d i n d e c i s i o n m aking. C ross t a b u l a t i o n s among t h e s e v a r i a b l e s and th e p r im a r y m a rk e t i n w hich th e p r o d u c e r s s e l l p o t a t o e s a r e a l s o p r e s e n t e d and d i s c u s s e d . The a n a l y s i s o f th e p r o d u c e r e v a l u a t i o n s o f th e u s e f u l n e s s o f p r i c e d a t a was r e s t r i c t e d to th o s e p r o d u c e r s who re sp o n d e d to th e m a il q u e s t i o n n a i r e s i n c e th o s e c o n t a c t e d i n th e t e l e ­ phone f o llo w -u p s would n o t re s p o n d to a lon g q u e s t i o n n a i r e . F u rth e rm o re , s t a t i s t i c a l t e s t s on t h e r e s p o n d e n t group w ere n o t n ee d ed inasmuch as th e a n a l y s i s was b a s e d on a cen su s o f t h e s u b - p o p u l a t i o n co m p rised o f r e s p o n d e n t s . B ecause t h e r e i s no i n f o r m a t i o n on t h e n o n - r e s p o n d e n t s , one m ust i n f e r from t h e o r y and th e r e s p o n d e n t answ ers to o b t a i n an e s t i m a t e 17 o f th e r e s p o n s e o f a l l M ic h ig a n p o t a t o p r o d u c e r s . C h a p te r 7 w i l l p r e s e n t t h e r e s u l t s o f n o n - p r o d u c e r i n t e r v i e w s i n c l u d i n g i n t e r v i e w s w i t h o t h e r p r im a r y m a rk e t a c to rs. The s u b j e c t s f o r t h e s e i n t e r v i e w s w ere c h o sen on t h e b a s i s o f q u o ta sa m p lin g and w ere d e s ig n e d to g e t some p e r s p e c t i v e on how t h e s e m a rk e t a c t o r s u s e p r i c e d a t a as w e l l as t h e i r s o u r c e s o f t h e p r i c e d a t a th e y u s e . C h a p te r 8 p r e s e n t s th e c o n c l u s i o n s an d i m p l i c a t i o n s o f th e f i n d i n g s o f th e s tu d y f o r t h e p r i c e d a t a and i n f o r ­ m a tio n s y ste m . The i n f o r m a t i o n sy ste m fram ew ork i s d i s c u s s e d as a t o o l i n i d e n t i f y i n g , d e f i n i n g and e v a l u a t i n g th e p r o ­ blem s o f p r i c e d a t a and i n f o r m a t i o n s y ste m . The USDA p r i c e d a t a sy ste m s a r e e v a l u a t e d i n terras o f p r o d u c e r s n e e d s and u s e s o f p r i c e d a t a and i n f o r m a t i o n as d e f i n e d by th e s t r u c t u r e o f th e M ich ig an p o t a t o m a r k e t. In a d d itio n , th e p ro b lem s w i t h th e o p e r a t i n g p u b l i c p r i c e d a t a sy stem a r e i d e n t i f i e d a s b e i n g p r i n c i p a l l y o p e r a t i o n a l and m e a s u re ­ ment p r o b le m s . The i m p l i c a t i o n s f o r th e /p u b li c p r i c e d a t a and i n f o r m a t i o n sy ste m and f o r f u r t h e r r e s e a r c h a r e th e n p re se n te d . CHAPTER 2 MARKET STRUCTURE AND PRICE DATA PROBLEMS: A REVIEW OF THE LITERATURE T his c h a p t e r w i l l in v o lv e a b ac k g ro u n d d i s c u s s i o n o f th e problem s c o n f r o n t i n g an o p e r a t i n g p u b l i c p r i c e d a t a and i n f o r m a t i o n sy stem . T his w i l l i n c l u d e th e i m p l i c a t i o n s t h a t th e ch a n g in g m a rk e t s t r u c t u r e h a s f o r th e u s e s o f p r i c e d a t a , th e p rob lem o f s e t t i n g s t a t i s t i c a l p r i o r i t i e s and th e pro blem o f o p e r a t i o n a l i z i n g and a c c u r a t e l y m e a su rin g p r i c e d a t a . The se co n d p a r t o f th e c h a p t e r w i l l c o n s i s t o f a re v ie w o f s t u d i e s t h a t have a tte m p te d to e m p i r i c a l l y d e s c r i b e i n f o r ­ m a tio n u s e s and th e problem s w ith p r i c e m easurem ent. 2 .1 Changing M arket S t r u c t u r e and P r i c e D ata C o l l e c t i o n : The I s s u e s E conom ists have b een f a s c i n a t e d w i t h v a r i o u s p r i c i n g system s i n one form o r a n o t h e r f o r many y e a r s . In d i s c u s s ­ in g th e n eed f o r r e s e a r c h on p r i c i n g m eth o d s, Rogers (1970) c i t e s S h e p h e r d 's s u g g e s t i o n t h a t p r i c i n g mechanisms i n a g r i ­ c u l t u r e change o v e r tim e . T his view h o ld s t h a t p r i c i n g m ethods p r o g r e s s from b a r g a i n i n g on ea ch t r a n s a c t i o n to c e n t r a l i z e d m a r k e t s , th e n to d e c e n t r a l i z e d m a rk e ts and f i n ­ a l l y t o a p r i c e com m ittee sy stem , i . e . , p r i c i n g sy stem . an a d m i n i s t e r e d These ch ang in g p r i c e d is c o v e r y mechanisms 19. h a v e two l i k e l y c o n s e q u e n c e s f o r th e p r i c e d a t a s y ste m . F i r s t , t h e d i f f e r e n t p r i c e d i s c o v e r y mechanisms may a f f e c t t h e a b i l i t y o f a n e u t r a l a g e n t to c o l l e c t a r e p r e s e n t a t i v e p r i c e q u o te . F o r ex am p le, i n some p r i c e d i s c o v e r y mechan­ ism s , no p r i c e i s g e n e r a t e d u n t i l a l a t e r p o i n t i n th e v e r t i c a l p r o d u c t i o n / m a r k e t i n g c h a in , e . g . , i n a v e r t i ­ c a l l y i n t e r g r a t e d firm . T hus, i t may b e more d i f f i c u l t to hom ogeneously d e f i n e a p o i n t o f s a l e a c r o s s p r i c e d i s c o v e r y mechanisms o r m a rk e t s t r u c t u r e s . On th e o t h e r h an d , d e­ c e n t r a l i z e d m a r k e ts sim p ly may make p r i c e d a t a c o l l e c t i o n more c o s t l y . The se c o n d c o n seq u en c e o f c h a n g in g p r i c i n g m ethods i s t h a t d i f f e r e n t p r i c e d i s c o v e r y m echanisms may r e s u l t i n d i f f e r e n t p ro b lem s f o r th e m a rk e t p a r t i c i p a n t s . Tomek and R o binson (1972) p o i n t o u t t h a t th e p a r t i c i p a n t s i n th e m a rk e t a r e a f f e c t e d by p r i c e d i s c o v e r y mechanisms a l s o . Some p r i c e d i s c o v e r y mechanisms may l e a d to more s t a b l e p r i c e s b u t th e y may r e s u l t i n p o o r a d j u s tm e n ts to m a rk e t c o n d itio n s. F u r t h e r , d i f f e r e n t p r i c i n g mechanisms may r e ­ s u l t i n a d i f f e r e n t s e t o f pro b lem s t o b e s o l v e d . For exam ple, b a r g a i n i n g f o r a h i g h e r p r i c e may g iv e r i s e to o v e r p r o d u c t i o n and t h e n ee d f o r c o n t r o l l i n g o u t p u t . On th e o t h e r h an d , a p r i c i n g mechanism t h a t a d j u s t s r a p i d l y to c h an g es i n m a rk e t c o n d i t i o n s may l e a d to p r i c e s t h a t a r e to o u n s ta b le f o r r e l i a b l e p ro d u c tio n g u id e s. To th e e x t e n t t h a t d i f f e r e n t p r i c e d i s c o v e r y mechan­ ism s r e s u l t i n d i f f e r e n t d e c i s i o n s , o r d i f f e r e n t p ro b lem s 20 to s o l v e , t h e r e may b e d i f f e r e n c e s b etw e en th e p r i c e d a t a and i n f o r m a t i o n n ee d s b etw e en t h e s e m a rk e t s t r u c t u r e s . F u r t h e r , t h e s p e e d and a c c u r a c y o f t r a n s m i t t i n g econom ic i n f o r m a t i o n may v a r y b e tw e e n t h e p r i c i n g m echanism s, and t h e c o s t o f o b t a i n i n g i n f o r m a t i o n w i l l m ost l i k e l y v a r y b etw een t h e s e mechanisms.^" At t h i s p o i n t , t h e im p o r ta n c e o f d i s t i n g u i s h i n g b e ­ tween p r i c e d e t e r m i n a t i o n and p r i c e d i s c o v e r y s h o u ld b e illu stra te d . B reim y er (1976) p o i n t s o u t t h a t p r i c e d e t e r ­ m in a tio n r e f e r s to th e r e s p o n s e o f f a c t o r s o f p r o d u c t i o n and co n su m p tio n to t h e u n d e r l y i n g f o r c e s o f s u p p ly and demand c o n d itio n s. P r i c e d i s c o v e r y in v o l v e s th e m ethods and th e i n s t i t u t i o n a l a rra n g e m e n ts em ployed by m a rk e t p a r t i c i p a n t s i n d e t e r m in in g th e p r i c e a t w hich th e y w i l l t r a d e . Tomek and R o binson (1972) l i s t f i v e t y p e s o f p r i c e d is c o v e r y m echanism s: in g , (1) in d iv id u a l n e g o tia tio n , (3) o r g a n i z e d a u c t i o n s o r e x c h a n g e s , p r i c i n g , and (5) a d m i n i s t e r e d p r i c i n g . (2) grou p b a r g a i n ­ (4) fo rm u la I n o t h e r w o rd s, th e p r i c e d is c o v e r y mechanisms em ployed i n an a g r i c u l t u r a l m a rk e t a r e th e i n s t i t u t i o n a l a rra n g e m e n ts th ro u g h w hich m ar­ k e t a c t o r s a t t e m p t to a s c e r t a i n th e u n d e r l y i n g f o r c e s o f s u p p ly and demand t o d e te r m in e t h e i r t r a d i n g p r i c e . ^ Numerous a u t h o r s h av e d e v e lo p e d t h e t h e o r e t i c a l i m p l i c a t i o n s and r e l a t i o n s h i p s o f i n f o r m a t i o n , m a rk e t s t r u c ­ t u r e , and t h e c o s t o f s e a r c h on m a rk e t a c t o r s and a l l o c a t i v e e ffic ie n c y . See f o r exam ple, Arrow (1 9 7 6 ), Grossman and S t i g l i t z ( 1 9 7 6 ), and A c k e r lo f (1 9 7 0 ). 21 One o f t h e more a p p e a l i n g f e a t u r e s o f th e m a rk e t sy ste m and t h e a s s u m p tio n s o f th e c o m p e t i t i v e econom ic model i s t h a t th e m a rk e t econom izes on i n f o r m a t i o n c o l l e c t i o n and d is s e m in a tio n . The m a rk e t model i m p l i e s t h a t a l l r e l e v a n t i n f o r m a t i o n i s em bodied i n t h e m a rk e t and r e f l e c t e d i n th e p ric e (Arrow, 1 9 7 4 ). The econom ic th e o r y o f p r i c e d e t e r ­ m in a tio n assumes t h a t i n f o r m a t i o n i s t r a n s m i t t e d r a p i d l y ( g e n e r a l l y , p e r f e c t i n f o r m a t i o n i s assu m ed ), t h a t a homogene­ ous p r o d u c t i s t r a d e d and t h a t th e c o m p le te t r a n s a c t i o n ta k e s p l a c e i n s t a n t a n e o u s l y , i . e . , w i t h o u t a tim e l a g . E sse n tia lly t h e s e a s s u m p tio n s l e a d - - i n t h e o r y , a t l e a s t — t o th e "law o f one p r i c e " (B re im y e r, 19 76 ). B ecause o f d i f f e r e n c e s b etw e e n th e tim e , l o c a t i o n and form o f t r a n s a c t i o n s , and q u a l i t y o f p r o d u c ts and l e s s th a n p e r f e c t i n f o r m a t i o n , we w ould n o t e x p e c t t h e law one p r i c e to p r e v a i l i n th e r e a l w o r ld . When th e "law o f one p r i c e " does n o t h o l d , t h e d i s t r i b u t i o n o f p r i c e s and a b i l i t y to c o l l e c t p r i c e s become c r i t i c a l . 2 I n o t h e r w o rd s, p r e c i s e know­ le d g e o f th e tim e , form and l o c a t i o n o f t h e p r i c e e s t i m a t e d i s i m p o r t a n t i n d e t e r m in in g th e e x t e n t and th e s o u r c e o f 2 A n o t e i s i n o r d e r a t t h i s p o i n t . Any d i s c u s s i o n o f "la w o f one p r i c e " m ust n o t e t h e s t r i c t c o n d i t i o n s im pos­ ed by e q u a l i t y i n tim e , l o c a t i o n , and form . S t r i c t l y s p e a k ­ in g t h e s l i g h t e s t d e p a r t u r e from any o f t h e s e c o n d i t i o n s le a d s to d i f f e r e n t p r i c e s . Thus, t h e law o f one p r i c e as a t h e o r e t i c a l c o n c e p t i s d i f f i c u l t to r e f u t e ; t h e o b s e r v a t i o n , i n r e a l i t y , o f d i f f e r e n t p r i c e s f o r a p r o d u c t t h a t a p p e a r s to b e th e same on t h e s u r f a c e m ig h t be j u s t i f i e d by a p p e a l i n g to some d i f f e r e n c e i n tim e , p l a c e o r form . The p r i c e m e a s u re ­ ment p ro b le m i n r e a l i t y th e n becomes an a t t e m p t to s e p a r a t e th e d i f f e r e n c e s i n tim e , p l a c e and form so as to d e f i n e a homogenous p r o d u c t f o r a c c u r a t e p r i c e m easurem en t. 22 d e v i a t i o n s from t h e law o f one p r i c e . F u r th e r m o r e , i n making d e c i s i o n s a b o u t r e s o u r c e a l l o c a t i o n , t h e m anager m ust b e f u l l y in fo rm e d a b o u t t h e p r i c e e x i s t i n g i n t h e m ar­ k e t t o e n s u r e th e p r i c e a t w hich h e t r a d e s conform s w i t h t h e p r i c e c u r r e n t l y e x i s t i n g f o r an e q u i v a l e n t p r o d u c t i n tim e , p l a c e and form . 2 .1 .1 Changing M arket S t r u c t u r e and P r i c i n g M echanism sI m p l i c a t i o n s f o r th e R ole o f P r i c e D ata i n D e c is io n Making Inasm uch as econom ic t h e o r y p o s i t s t h r e e p r im a r y f u n c ­ tio n s t h a t p r ic e perform s: b etw e en a l t e r n a t i v e u s e s , (1) t h e a l l o c a t i o n o f r e s o u r c e s (2) t h e d i s t r i b u t i o n o f th e c o s t s and r e t u r n s from r e s o u r c e u s e , and (3) th e e q u i l i b r a t i o n o f m a rk e t s u p p ly and demand, t h e q u e s t i o n em erges as t o w hat r o l e p r i c e d a t a c o l l e c t i o n and r e p o r t i n g i s t o p e r f o r m . In o t h e r w o rd s, to th e e x t e n t t h a t d i f f e r e n t o b j e c t i v e s o f p r i c e r e p o r t i n g in v o l v e d i f f e r e n t o p e r a t i n g p r o c e d u r e s by t h e d a t a a g e n c i e s , t r a d e o f f s may n e e d t o b e made i n a l l o ­ c a t i n g r e s o u r c e s to d a t a c o l l e c t i o n among u s e s t o b e s e r v e d . The f u n c t i o n s p r i c e p e rfo rm s th e n a i d i n d e l i n e a t i n g th e p o te n tia l u se rs of p r ic e d ata. M i l l e r (1977) b r e a k s th e u s e r s o f a g r i c u l t u r a l i n f o r m a t i o n i n t o two g r o u p s : k e t u s e r s and (2) n o n -m a rk e t u s e r s . (1) m ar­ The m a rk e t u s e r s c o n s i s t o f p r o d u c e r s , m a r k e tin g f ir m s and f o r e i g n and d o m e s tic con­ su m ers. The n o n -m a rk e t u s e r s c o n s i s t o f governm ent e x e c u t i v e p o l i c y m a k e rs, governm ent pro gram a d m i n i s t r a t o r s , and 23 i n d i v i d u a l s and o r g a n i z a t i o n s c o n d u c tin g b a s i c and a p p l i e d research . A ppendix I g iv e s a g e n e ra l o u tli n e o f th e se u s e r s and t h e i r i n t e r e s t i n p r i c e d a t a . T h is c l a s s i f i c a t i o n o f u s e r ' s r o u g h ly c o r r e s p o n d s to a c l a s s i f i c a t i o n o f th e u s e to b e s e r v e d by th e p r i c e d a t a and i n f o r m a t i o n . F o r exam ple, m a rk e t u s e r s would be p r i n ­ c i p a l l y i n t e r e s t e d i n p r i c e d a t a and in f o r m a t i o n t h a t w i l l h e l p them make s p e c i f i c p r o d u c t i o n and m a rk e tin g d e c i s i o n s , i.e ., a llo c a tiv e d e c isio n s . The f ir m m a n a g e r's o b j e c t i v e i n making t h e s e d e c i s i o n s may b e p r o f i t m a x im iz a tio n . The non- m a rk e t u s e r s on th e o t h e r hand would seem to be i n t e r e s t e d i n d a t a and in f o r m a t i o n t h a t w i l l e x a n te a s s i s t i n im p rov in g th e p e rfo rm a n c e o f th e a g r i c u l t u r a l s e c t o r and e x p o s t m oni­ t o r th e p e rfo rm a n c e o f t h e a g r i c u l t u r a l s e c t o r . In o th e r w o rd s, t h e n o n -m a rk e t u s e r s m ig h t be i n t e r e s t e d i n p r o v i d i n g d a t a and in f o r m a t i o n t h a t a t te m p t to e s t i m a t e t h e flow o f p r o d u c ts i n th e f u t u r e , and th e n e s t i m a t e d a t a t h a t a llo w s f o r an e x p o s t e v a l u a t i o n o f th e s y s t e m 's p e rfo rm a n c e . These two o r i e n t a t i o n s a p p e a r to c o rre s p o n d q u i t e c l o s e l y w i t h t h e c u r r e n t d a t a and i n f o r m a t i o n sy stem s o f th e USDA: th e s t a t i s t i c a l b r a n c h o f th e Econom ics, S t a t i s t i c s and C o o p e ra tiv e S e r v ic e (ESCS) and th e M arket News Branch o f th e A g r i c u l t u r a l M a rk e tin g S e r v i c e . F or exam ple, th e ESCS: t a t i s t i c s p r i c e d a t a a r e an a v e ra g e p r i c e c o n c e p t t h a t i s su p p o se d to r e f l e c t t h e p r i c e r e c e i v e d f o r th e p r o d u c t a t th e p o i n t o f f i r s t s a l e and i s r e p o r t e d m on th ly and a n n u a l l y . These d a t a w ould be o f l i m i t e d v a l u e i n making s h o r t ru n 24 a llo c a tiv e d e c isio n s . On t h e o t h e r h an d , AMS p r i c e s a r e more s p e c i f i c to p r o d u c t q u a l i t y and a r e r e p o r t e d d a i l y and w e e k ly , C o n c e p tu a lly , th e AMS p r i c e d a t a r e p r e s e n t th e p r i c e f o r t h e commodity a t th e s h ip p i n g p o i n t . These p r i c e d a t a w ould b e more u s e f u l f o r s h o r t ru n m a rk e tin g d e c i s i o n s th a n th e ESCS p r i c e d a t a . S e v e r a l a u t h o r s have d i s c u s s e d th e p ro b lem s in v o lv e d i n e s t i m a t i n g and r e p o r t i n g p r i c e s i n modern a g r i c u l t u r a l m a r k e ts . These d i s c u s s i o n s i l l u s t r a t e th e pro blem s in v o lv e d i n moving from t h e o r e t i c a l c o n c e p ts o f a d i s c i p l i n e such as economics to th e p r a c t i c a l p rob lem o f o p e r a t i o n a l i z i n g and m e a su rin g r e p r e s e n t a t i v e p r i c e d a t a . Upchurch (1977) p o i n t s o u t t h a t s p e c i a l i z a t i o n o f f u n c t i o n b etw een th e s t a t i s t i c i a n and th e ec o n o m ist h as r e s u l t e d i n an i n t e l l e c t u a l s e p a r a t i o n betw een d a t a c o l l e c ­ t i o n and economic a n a l y s i s . The r e s u l t o f t h i s h a s b ee n to r e d u c e th e e c o n o m i s t 's and s t a t i s t i c i a n ' s s e n s e o f i n t e r d e ­ pendence f o r th e d e s ig n o f th e d a t a sy stem . The p r i n c i p a l developm ent o f th e p r e s e n t system o f a g r i c u l t u r a l economic d a t a o c c u r r e d p r i o r to World War I I w ith s u b s t a n t i a l im p rov e­ m ents made i n th e 1 92 0' s and 1 9 3 0 ' s as a g r i c u l t u r a l econ o­ m i s t s demanded b e t t e r d a t a to a d d r e s s t h e economic problem s o f th e tim e . In s p i t e o f im provem ents i n th e q u a l i t y and c o v e ra g e o f some k in d s o f d a t a , e c o n o m ists and s t a t i s t i c i a n s h av e r e c e n t l y begun to r a i s e s e r i o u s q u e s t i o n s a b o u t q F o r a more d e t a i l e d d e s c r i p t i o n o f th e o b j e c t i v e s o f t h e ESCS: S t a t i s t i c s and AMS d a t a s y s te m s , and a d e s ­ c r i p t i o n o f t h e i r r e p o r t s , s e e C h a p te r 1. 25 a g r ic u ltu r a l d ata. F u r t h e r , s t r u c t u r a l , ch a n g es i n a g r i c u l t u r a l m a rk e ts a f f e c t th e r e l i a b i l i t y o f a g r i c u l t u r a l d a t a and t h e p ro b lem of d ata c o lle c tio n . U pchurch (1977) c i t i n g a r t i c l e s on a g r i ­ c u l t u r a l s t a t i s t i c s by T r e lo g a n s t a t e s t h a t chan ges i n t h e s t r u c t u r e o f a g r i c u l t u r e d u r in g t h e l a s t t h r e e d ec ad e s seems to c a l l f o r " a r e - e x a m i n a t i o n o f d a t a on p r o d u c t s , p r i c e s , s u p p l i e s and l a b o r to e n s u r e t h a t d a t a a r e c o m p a tib le and c o n s i s t e n t w i t h c o n c e p t s , and m o d e ls, and a n a l y t i c a l t o o l s u t i l i z e d i n a g r i c u l t u r e t o d a y . ” (p. 3 1 7 ). U sing th e B reim y er (1976) t h e s i s t h a t t h e s h a r p e s t d e ­ p a r t u r e from th e law o f one p r i c e e x i s t s when t r a d e r s do n o t e n t e r th e p r i c i n g m aking p r o c e s s and th e y t r a d e on o t h e r s ' p r i c e s , p r i c e d a t a c o l l e c t i o n and r e p o r t i n g w ould seem to b e more im p o r t a n t i n d e - c e n t r a l i z e d m a rk e ts w here t r a n s a c t i o n s a r e s p r e a d th r o u g h tim e and s p a c e . However, com bining t h e law o f one p r i c e w i t h th e R ogers and Voss t h e s i s c i t e d by B reim y er t h a t one k i n d o f t r a n s a c t i o n s e t s t h e b a s e p r i c e f o r a l l a s s o c i a t e d t r a d i n g , i t i s n o t p r e c i s e l y c l e a r w here to c o l l e c t and r e p o r t p r i c e s so as to a d e q u a t e l y in f o rm a l l a s s o c i a t e d t r a d e r s o f m a rk e t c o n d i t i o n s . A ls o , th e t r a n s a c ­ t i o n t h a t s e t s t h e b a s e p r i c e , a c c o r d in g to R ogers and V oss, may o c c u r a t d i f f e r e n t s t a g e s f o r d i f f e r e n t co m m o d ities. Thus, e f f e c t i v e p r i c e d a t a c o l l e c t i o n and r e p o r t i n g f o r th e t r a n s m i s s i o n o f econom ic c o n d i t i o n s may d i f f e r among p r o d u c t s . Manley (1976) and H a l l b e r t (1977) seem t o b e a d d r e s s i n g t h i s p ro blem when th e y s t r e s s t h e n e e d f o r r e s e a r c h to s tu d y 26 t h e econom ic, i n s t i t u t i o n a l and p o l i t i c a l r a m i f i c a t i o n s o f c o l l e c t i n g and r e p o r t i n g p r i c e s a t d i f f e r e n t l e v e l s . They a l s o s t r e s s t h e n e e d to i d e n t i f y s t r u c t u r a l c h a r a c t e r i s t i c s o f a g r i c u l t u r a l i n d u s t r i e s to i d e n t i f y d a t a n e e d s and th e l e v e l a t w h ich p r i c e s h o u ld b e r e p o r t e d . C o l l i n s (1959) d i s c u s s e d t h e ch a n g in g r o l e o f p r i c e i n a g r i c u l t u r a l m a r k e t i n g , and h i s d i s c u s s i o n q u e s t i o n s th e im p o rta n c e o f p r i c e r e p o r t i n g by s t r e s s i n g th e im p o r ta n c e o f n o n - p r i c e i n f o r m a t i o n to m a rk e t p a r t i c i p a n t s i n modern a g r i ­ c u l t u r a l m a r k e ts . C o l l i n s c la im s t h a t p r i c e s a v a i l a b l e from c e n t r a l o r t e r m i n a l m a rk e ts a r e n o t c o n s i s t e n t l y r e l a t e d to a b r o a d ra n g e o f n o n - p r i c i n g f a c t o r s , and t h u s , i t i s d i f f ­ i c u l t to deduce t h e ty p e o f p r o d u c t d e s i r e d f o r a n a l y s i s from r e p o r t e d r e l a t i o n s h i p s and to a n a ly z e th e i m p l i c a t i o n s f o r farm p r o d u c t i o n p l a n n i n g . As a ’’d i r e c t i v e " m echanism , t h i s p ro b lem i s more a c u t e when one remembers t h a t th e p r i c e s r e l e v a n t to any t r a n s a c t i o n a r e n o t d e te r m in e d u n t i l a f t e r t h e p r o d u c t i o n d e c i s i o n i s made. I n o t h e r w o rd s, he seems to be a r g u in g t h a t r e p o r t e d p r i c e s s e r v e l i t t l e u s e as an a l l o c a t i v e m echanism. C o l l i n s p o i n t s o u t th e i n c r e a s e d p r e c i s i o n i n r e p o r t ­ in g w i l l r e q u i r e v e r y c o s t l y d e t a i l e d d e s c r i p t i o n , and im­ p ro v em e n ts i n m a rk e t r e p o r t s w i l l be a s s o c i a t e d w i t h p r o ­ d u c ts g e n e r a l l y d e f i n e d w ith r e s p e c t to i m p o r t a n t c h a r a c ­ te ris tic s. He s t a t e s t h a t " v e r y im p o r t a n t d a t a on t e c h n i c a l c o n d i t i o n s f a c i n g i n d u s t r y members w i l l b e masked o r l o s t i n th e r e p o r t i n g p r o c e s s . The r e s u l t i n g i n e f f i c i e n c y i n 27 r e s o u r c e a l l o c a t i o n , compared w i t h t h a t p o s s i b l e u n d e r co n­ d i t i o n s o f p e r f e c t kn ow led ge, s h o u ld b e c o n s i d e r e d a c o s t o f u s i n g th e m a rk e t p r i c e as t h e m a jo r c o o r d i n a t i n g mechan­ is m ." (pg . 532) He a l s o a r g u e s t h a t t r a d e r s o f t e n a v o id t h e c o s t s o f r e l y i n g on p r i c e by a d m i n i s t r a t i v e d e a l i n g s , f o r exam ple, v e r b a l p r o d u c t and c o n t r a c t s p e c i f i c a t i o n . T h u s, C o l l i n s s e e s a d e c l i n e i n t h e im p o r ta n c e o f p r i c e as an a l l o c a t i o n m echanism and te n d s to downplay th e im p o r ta n c e o f p r i c e r e p o r t i n g . T h is d im in is h e d im p o r ta n c e f o r p r i c e r e p o r t i n g a r i s e s from t h e t r a d e r s n e e d and d e s i r e f o r more s p e c i f i c c h a r a c t e r i s t i c s o f th e p r o d u c t and th e t r a n s a c t i o n t h a t a r i s e i n t r y i n g to c o o r d i n a t e p r o d u c t i o n and d i s t r i b u t i o n b etw e en s t a g e s i n t h e v e r t i c a l s t r u c t u r e from p r o d u c t i o n to f i n a l co n su m p tio n . More p r e c i s e n e e d s f o r p r o d u c t s p e c i f i c a t i o n s a r e n e e d e d b e c a u s e modern p r o c e s s ­ in g p r o c e d u r e s r e q u i r e p r o d u c t u n i f o r m i t y . I t s h o u ld be n o te d t h a t a l th o u g h C o l l i n s seems to downplay t h e im p o rta n c e o f d e t a i l e d p r i c e r e p o r t i n g , h e does s t a t e t h a t t h e r e m ig h t be a n e e d f o r p r i c e r e p o r t i n g t h a t i s g e n e r a l i n n a t u r e . In o th e r w o rd s, p r ic e r e p o r tin g fo r a lo o s e ly d e fin e d p ro d u ct t h a t w ould g iv e a g e n e r a l i n d i c a t i o n o f t h e m a rk e t. C o l l i n s a l s o s t a t e s t h a t we can compare t h e c o s t o f th e open m a rk e t sy ste m and i t s i n e f f i c i e n c i e s due to im p e r­ f e c t know ledge w i t h th e c o s t s a s s o c i a t e d w i t h a d m i n i s t r a t i v e a r r a n g e m e n ts . However, he does n o t o f f e r any reco m m en datio ns on how to d e r i v e o p e r a t i o n a l e s t i m a t e s o f th e c o s t s and b e n e f i t s o f t h e s e two sy ste m s o f c o o r d i n a t i o n . 28 Cox (1946) and C o l l i n s (1959) e s s e n t i a l l y a r g u e , t h a t ch an g es i n m a rk e t s t r u c t u r e h a v e p l a c e d g r e a t e r demands on th e d a t a c o l l e c t i o n a g e n c y . I n o t h e r w o rd s, more r e s o u r c e s w i l l b e demanded to p r o v id e more d e t a i l e d d e s c r i p t i o n s o f t h e n a t u r e o f t h e t r a n s a c t i o n s and th e te rm s o f t r a d e t h a t a f f e c t th e p r ic e . C o l l i n s a s s e r t s t h a t a d m i n i s t r a t i v e h a g g l i n g i n th e s p e c i f i c a t i o n o f t h e p r o d u c t i s n e c e s s a r y i n m odern a g r i ­ c u l t u r a l m a rk e ts. I f t h i s i s t r u e th e h i g h t r a n s a c t i o n s c o s t s a s s o c i a t e d w i t h t h i s h a g g l i n g m ig h t p r o v i d e an im p e tu s f o r c o n t i n u e d ch ang es i n th e p r i c i n g o f a g r i c u l t u r a l p r o ­ d u c t s , th r o u g h v e r t i c a l i n t e g r a t i o n . W illia m so n (1971) a r g u e s t h a t f ir m s may i n t e r g r a t e b e c a u s e " . . . . f i a t i s f r e q u e n t l y a more e f f i c i e n t way to s e t t l e m in o r c o n f l i c t s . . . th a n i s h a g g l i n g on l i t i g a t i o n . " 2 .1 .2 (pg. 114) S e ttin g S t a t i s t i c a l P r i o r i t i e s W. W illia m s ( 1 9 6 8 ), a lth o u g h s p e c i f i c a l l y w r i t i n g a b o u t th e l i v e s t o c k i n d u s t r y , s t r e s s e d t h e n e e d f o r d e s c r i p ­ t i v e r e s e a r c h to i d e n t i f y d e f i c i e n c i e s i n t h e p r e s e n t i n f o r ­ m a tio n and p r i c e r e p o r t i n g sy ste m and to d e s ig n an im proved sy ste m . F u r t h e r , h e a s k s "w hat ty p e o f f e d e r a l l i v e s t o c k and m eat m a rk e t news s e r v i c e a c t u a l l y i s n e e d e d to d a y o r w i l l b e n e e d e d t e n y e a r s from now i f we a r e t r u l y i n t e r e s t e d i n s e r v i n g t h e n ee d s o f th e i n d u s t r y , i n c l u d i n g p r o d u c e r s , as a c c u r a t e l y and m e a n i n g f u l l y as p o s s i b l e ? " (pg. 36) He go es on t o c a l l f o r r e s e a r c h to d e te r m in e t h e ty p e s and 29 tim in g o f p r i c e and o t h e r i n f o r m a t i o n a c t u a l l y n e e d e d by t h e a c t o r s i n c o m m e r c ia liz e d a g r i c u l t u r e , and w h ic h n ee d s f o r im proved d a t a a r e to t a k e p r i o r i t y . I n s t r e s s i n g th e n e e d f o r r e s e a r c h on who and w hich u s e s s h o u ld b e s e r v e d by t h e d a t a sy s te m , a t w h ich l e v e l p r i c e s h o u ld be r e p o r t e d , e t c . , t h e a u t h o r ' s c i t e d above a r e e s s e n t i a l l y a r g u in g t h a t r e s e a r c h i s n e e d e d on th e m eth o d o lo g y o f a d d r e s s i n g t h e econom ics o f i n f o r m a t i o n . E i s g r u b e r (1978) when d i s c u s s i n g t h e econom ic t h e o r y o f i n f o r m a t i o n makes th e p o i n t t h a t n e i t h e r th e t h e o r y n o r m eth­ o d o lo g y c u r r e n t l y e x i s t to a d d r e s s t h e econom ics o f in f o r m a ­ tio n . He l i s t s f o u r f a c t o r s t h a t c o n t r i b u t e to t h i s d e fic ie n c y : (a) "For m ost i n f o r m a t i o n s y s te m s , p a r t i c u l a r l y th e p u b l i c i n f o r m a t i o n s y s te m s , t h e r e i s no m a rk e t p r i c e t h a t w ould s u g g e s t th e v a l u e o f i n f o r ­ m a tio n and i n f o r m a t i o n s y s te m s ; (b) i n f o r m a t i o n i s n o t a p h y s i c a l good an d , t h e r e ­ f o r e , l a c k s th e c o n c r e t e n e s s t h a t p r o v i d e s a b a s i s f o r v a l u i n g many ite m s su c h a s , f o r exam ple, a r e c l a m a t i o n p r o j e c t ; (c) m ost i n f o r m a t i o n sy ste m s do n o t h a v e an im p a c t t h a t i s o b s e r v a b l e i n e a s i l y m e a s u r e a b le v a r i ­ a b les. T h e re fo re , c u r r e n tly e x i s tin g econo­ m e t r i c t e c h n iq u e s a r e o f l i t t l e e s tim a tin g in fo rm a tio n v a lu e s; a s s is ta n c e in 30 (d) p u b l i c and p r i v a t e v a l u e o f i n f o r m a t i o n may d i f f e r s i g n i f i c a n t l y , " (pg , 1) I n e s s e n c e i n f o r m a t i o n as a commodity f a l l s i n th e r e a lm o f goods t h a t e c o n o m is ts c l a s s i f y a s c a s e s o f "m a rk e t fa ilu re ." I n f o r m a t i o n h a s c h a r a c t e r i s t i c s t h a t l e a d to a d iv e r g e n c e b etw e en t h e p r i v a t e and s o c i a l r e t u r n s . B ecause o f th e d i f f i c u l t i e s i n p l a c i n g a v a l u e on in f o r m a ­ t i o n i t i s p a r t i c u l a r l y d i f f i c u l t to d e te r m in e th e amount and ty p e t h a t s h o u ld b e s u p p l i e d , and f o r whom i t s h o u ld b e p r o v id e d . The R e p o rt o f th e P a n e l on M ethodology f o r S ta tis tic a l P rio ritie s (1976) s t r e s s e d t h e l a c k o f a w e l l d e v e lo p e d m e th o d o lo g y f o r d e t e r m in in g th e v a l u e o f I n fo rm a ­ t i o n and i n e s s e n c e a r g u e d f o r a u s e r o r i e n t e d a p p ro a c h t h a t a t t e m p t s to d e te r m in e t h e b e n e f i t s o f d a t a and i n f o r ­ m a tio n to t h e u s e r s o f such d a t a and i n f o r m a t i o n . 2 .1 .3 M ark et S t r u c t u r e and I m p l i c a t i o n s F or P r i c e M easu re­ ment Much o f t h e l i t e r a t u r e on p r i c e and p r i c e r e p o r t i n g em p h asiz es th e p ro b lem s w h ich chan ges i n p r o d u c t i o n and m a r k e tin g p r a c t i c e s and a r r a n g e m e n ts p o se f o r e s t i m a t i n g and re p o rtin g p r ic e s . Some o f t h e s e p ro b lem s h ave b e e n d i s ­ c u s s e d s i n c e t h e governm ent b eg a n t h e b u s i n e s s o f c o l l e c t i n g and r e p o r t i n g d a t a . R e a v is Cox (1946) d i s c u s s e d some o f th e p ro b lem s in v o lv e d i n e s t i m a t i n g p r i c e s once one moves from " a b s t r a c t r e a s o n i n g from p u r e l y h y p o t h e t i c a l a s s u m p tio n s o f f a c t w here t h e p u r p o s e i s to deduce laws o f p r i c e 31 d e t e r m i n a t i o n r a t h e r th a n to m e asu re o b s e rv e d p r i c e s " Cpg. 3 7 2 ). Cox th e n p o i n t s o u t t h a t th e g e n e r a l a p p ro a c h h a s b e e n to c a t e g o r i z e f a c t o r s as p r i c e and n o n - p r i c e w here p r i c e f a c t o r s a r e l e g i t i m a t e l y r e f e r r e d to as c o s t s o f p r o ­ d u c t i o n w h i l e n o n - p r i c e f a c t o r s a r e th o s e t h a t e n t e r t h e exch ang e e q u a t i o n i n d i r e c t l y th r o u g h th e s u b j e c t i v e v a l u a t i o n o f th e p r o d u c t , i . e . , th o s e t h a t a l t e r th e demand c u r v e . He th e n s t a t e s t h a t f o r " . . . e m p i r i c a l econom ic r e s e a r c h i n v o l v ­ in g p r i c e m e asu rem e n t, t h i s way o f s e t t l i n g th e m a t t e r i s no so lu tio n a t a l l . H ere, t h e m o st i m p o r t a n t c o n s i d e r a t i o n i s p r e c i s e l y t h a t i n p r a c t i c e one can s e p a r a t e m a rk e t b e h a v i o r p r o p e r l y d en o m in ated p r i c e c o m p e t i t i o n from m a rk e t b e h a v i o r p r o p e r l y c o n s i d e r e d n o n - p r i c e c o m p e t i t i o n o n ly w i t h v e r y g reat d iffic u lty " (pg. 3 7 2 ). A c c o rd in g to Cox th e q u a n t i t a t i v e m easurem ent o f p r i c e s may be p u r s u e d a lo n g two l i n e s : firs t, an a t t e m p t can be made t o i s o l a t e i n d i v i d u a l m a rk e ts and to t i e g ro u p s o f b u y ­ e r s and s e l l e r s to s p e c i f i c p o i n t s o f s a l e w here p r i c e quo­ t a t i o n s can b e o b t a i n e d ; t h e se c o n d d i r e c t i o n w ould aim a t e x p l a i n i n g d i f f e r e n c e s among p r i c e s w i t h i n a p a r t i c u l a r m ar­ k et. In t h i s a p p ro a c h one h a s to e n s u r e t h a t t h e r e a r e no d i f f e r e n c e s i n th e b u n d le s t r a d e d . I t seems t h a t th e f i r s t a p p ro a c h w ould s t r e s s th e i s o l a t i o n and t h e d e f i n i t i o n o f th e m a r k e t. D iffe re n c e s in p r i c e s w ould th e n b e e x p l a i n e d by th e n o n - p r i c e term s o f th e tra d e . 32 The se c o n d approach, w ould fo c u s on d e f i n i n g th e p r o ­ d u ct, Two a p p ro a c h e s to a c h i e v i n g t h i s r e s u l t a r e l i s t e d . One a p p ro a c h d i v i d e s p r o d u c t i o n and d i s t r i b u t i o n i n t o s u c ­ c e s s i v e s t a g e s and d i f f e r e n t p r i c e s a r e o b t a i n e d f o r p r o d u c ts a t th e d i f f e r e n t s ta g e s . However, a s Cox p o i n t s o u t th e c o n c e p ts u n d e r l y i n g t h e s t a g e s a r e i l l - d e f i n e d and i n v a r i ­ ab le. Thus, f o r exam ple, th e te rm w h o le s a le can c o v e r such a w ide ex p a n se o f b u s i n e s s a c t i v i t y t h a t a w h o le s a le p r i c e d e fie s u s e fu l a n a ly s is . The se c o n d a p p ro a c h to d e f i n i n g a c o n s i s t e n t p r o d u c t l i e s w i t h th e a t t e m p t to a llo w f o r d i f f e r e n c e s i n s e r v i c e s p e rfo rm e d w here t h e c o s t i s s e p a r a b l e and m e a s u r e a b le . T his a llo w a n c e i s w h at p r i c e c o l l e c t e r s h a v e i n mind when th e y r e f e r to F .O .B . and d e l i v e r e d p r i c e s . A g ain , Cox p o i n t s o u t th e te r m in o lo g y and p r o c e d u r e s a r e i m p r e c i s e . W ith in t h i s l a s t a p p ro a c h , Cox p o i n t s o u t t h a t a r e ­ f in e m e n t o f th e c h a n n e l down w hich goods p a s s th ro u g h s u c ­ c e s s i v e p r o c e s s e s o f p r o d u c t i o n and d i s t r i b u t i o n m ig h t b e a u s e f u l way o f lo o k in g a t th e p ro b lem . However, he s u g g e s ts t h a t a more p r e c i s e a p p ro a c h would n e c e s s i t a t e lo o k in g upon goods as moving s i m u l t a n e o u s l y th r o u g h a g ro u p o f r e l a t e d b u t d i f f e r e n t c h a n n e ls ea ch r e p r e s e n t i n g a s u c c e s s i o n o f e n t e r p r i s e s t h a t p e r f o rm some p a r t o f th e complex o f a c t i v ­ i t i e s n e c e s s a r y t o move goods i n t o co n su m p tio n . C h a n n els m ig h t b e th o u g h t o f as a g e n c ie s t h a t p h y s ­ i c a l l y h a n d l e t h e g o o d s , o r a s a g e n c ie s th r o u g h w hich i n f o r ­ m a tio n c o n c e r n in g o f f e r i n g s o f p r o d u c e r s and d i s t r i b u t o r s 33 and i n f o r m a t i o n c o n c e r n in g t h e demands o f consum ers i s p a s s e d b a c k and f o r t h . The t r a d i t i o n a l c h a n n e l h a s b een t h e s u c c e s s i o n o f ow ners th r o u g h whose han d s th e goods p a s s , and i t i s on t h i s b a s i s t h a t goods a r e s a i d to move from producers t o w h o l e s a l e r , to r e t a i l t o consum er. View ing th e c h a n n e l as a s e t o f a g e n c ie s th r o u g h w h ich i n f o r m a t i o n p a sse s, r e s u lt s in s u b s ta n tia lly d if f e r e n t p a tte r n s . Cox s t a t e s t h a t w hat i s n e e d e d , even once t h e e a s y q u e s t i o n o f th e p r e c i s e number and n a t u r e o f c h a n n e ls to b e u s e d i s d e te r m in e d , i s a s y ste m o f m easu rem en t a n a lo g o u s to t h o s e i n p h y s i c a l s c i e n c e s to i n d i c a t e d i s t a n c e t r a v e l e d o r work done. "The m ost o b v io u s o f su c h p o i n t s a r e th e b e g i n n in g s o f p r o d u c t i o n , i n t h e b r o a d e s t s e n s e o f t h e te rm , and th e c o m p le tio n o f c o n s u m p tio n , a l s o i n t h e b r o a d e s t s e n s e o f th e te rm . F i x i n g th e p o s i t i o n o f t h e p u r c h a s e o r s a l e i n term s o f economic work done o r t o b e done, o r o f econom ic d i s t a n c e t r a v e l e d o r to b e t r a v e l e d , w ould i n t r o d u c e a much h i g h e r d e g r e e o f p r e c i s i o n i n t o p r i c e m easurem ent th a n i s p o s s i b l e th r o u g h th e u s e o f v a g u e ly d e f i n e d s t a g e s o r s t e p s o f m ar­ k e t i n g " (pg. 3 8 2 ). More r e c e n t l y , a u t h o r s h a v e s t r e s s e d t h e im p a c ts t h a t th e s t r u c t u r e o f p r o d u c t i o n and m a r k e tin g h av e h a d on p r i c e r e p o r t i n g and even th e p o s s i b l e i m p l i c a t i o n s t h a t p r i c e r e ­ p o r t i n g may h a v e on a l l o c a t i o n and d i s t r i b u t i o n g iv e n t h a t t r a d i t i o n a l p r o d u c t i o n , m a r k e tin g and p r i c i n g a rra n g e m e n ts h ave ch ang ed. Bonnen (1975a) a r g u e s t h a t c o n t r a c t i n g and v e r t i c a l i n t e g r a t i o n hav e u n d erm in ed t h e t r a d i t i o n a l c o n c e p t 34 o f t h e farm t h a t u n d e r l i e s th e a g r i c u l t u r a l p r o d u c t i o n and m a r k e tin g s t a t i s t i c s . I n C o x 's te r m in o lo g y c o n t r a c t i n g and v e r t i c a l i n t e g r a t i o n b l u r th e d i s t i n c t i o n b etw e en th e farm and t h e f i r s t h a n d l e r . Thus, i t becomes more d i f f i c u l t to r e p o r t a p r i c e a t t h a t s t a g e i n th e p r o d u c t i o n - d i s t r i b u t i o n sequence. Houck (1977) i n d i s c u s s i n g t h e im p o r ta n c e t h a t th e s t r u c t u r a l make up o f m a rk e ts p l a y i n p r i c e r e p o r t i n g p o i n t s o u t t h e s u b s t a n t i a l d i f f e r e n c e b e tw e e n p r i c e as an a b s t r a c t t h e o r e t i c a l c o n c e p t and p r i c e as i t e x i s t s i n r e a l w o rld m a r k e ts . In r e a l i t y , p r i c e s a r e h i g h l y s p e c i f i c b e c a u s e o f term s o f s a l e , q u a l i t y and l o c a t i o n due to ea c h t r a n s a c t ­ io n , and t h i s h ig h s p e c i f i c i t y l e a d s to a g r e a t e r l a c k o f know ledge a b o u t p r i c e on th e p a r t o f p a r t i c i p a n t s . Houck s t a t e s " o f s p e c i a l i n t e r e s t a r e t h e f ra g m e n te d p e r c e p t i o n s o f p r i c e t h a t seem to b e o c c u r r i n g i n m a rk e ts w here chan ges i n te c h n o lo g y and i n s t i t u t i o n a l s t r u c t u r e a r e u n r a v e l i n g th e t r a d i t i o n a l m a r k e tin g and p r i c e making n e t w o r k s ." (pg. 11) He i n c l u d e s p r o d u c t i o n p r o j e c t s t h a t h av e an im p o r t a n t tim e la g o r m a rk e ts w here s p o t m a rk e ts do n o t e x i s t , as ch ang es i n m a rk e ts t h a t r e s u l t i n fra g m e n te d p e rc e p tio n s o f p r ic e . T hese fra g m e n te d p e r c e p t i o n s o f p r i c e o c c u r when t h e r e a r e i n s u f f i c i e n t open m a rk e t p r i c e s f o r th e e le m e n ts i n a p r i c i n g e q u a t i o n to i m p l i c i t l y d e r i v e th e p r i c e o f t h e o t h e r e l e m e n ts , e . g . , Pp + = P^. I f Pp e q u a ls th e p r i c e a t t h e fa rm , P^ r e p r e s e n t s th e p r i c e o f a r e s o u r c e t h a t a l t e r s th e p r o d u c t i n tim e , p l a c e o r form , and PR 35 re p r e s e n ts th e r e t a i l p r ic e , th e n th e l a c k o f an open m a rk e t p r i c e f o r two o f th e e le m e n ts r e s u l t s i n w hat Houck c a l l s a fra g m e n te d p e r c e p t i o n o f p r i c e . He s p e c i f i c a l l y i n c l u d e s v e r t i c a l i n t e g r a t i o n and p r o d u c t i o n c o n t r a c t i n g i n a g r i ­ c u l t u r a l m a rk e ts as exam ples w here fra g m e n te d p e r c e p t i o n s o f p r i c e o c c u r , and adds t h a t i n t h e s e two s i t u a t i o n s , s h o r t ru n p r i c e r e p o r t i n g may h ave l i t t l e r e l e v a n c e and may n o t even b e p o s s i b l e . I n o t h e r w o rd s , he seems to be s a y in g t h a t t h e r e may b e l i t t l e n e e d f o r s h o r t r u n p r i c e r e p o r t i n g i n su c h m a r k e t s , and f u r t h e r m o r e , t h e r e w i l l n o t b e any p r i c e to r e p o r t i n su c h m a r k e ts , i . e . , th e use o f v e r t i c a l i n t e g r a t i o n e l i m i n a t i n g th e m a rk e t p r i c e . A rm b ru s te r and Crom (1977) q u e s t i o n how th e d a t a c o l ­ l e c t i o n a g e n c ie s go a b o u t c o l l e c t i n g and r e p o r t i n g p r i c e s . They p o i n t o u t t h a t th e p r i c e d a t a a r e r e p o r t e d as thou gh a l l o f th e t r a n s a c t i o n s to o k p l a c e u n d e r s i m i l a r c o n d i t i o n s . T his a p p e a r s to echo th e s e n t i m e n t s and c o n c e rn s o f Cox and a l s o H o u ck 's s t a t e m e n t t h a t t r a n s a c t i o n s and p r i c e s a r e h ig h ly s p e c if ic in r e a l i t y . I n g e n e r a l , t h e s e c o n c e rn s a r e m a n i f e s t e d by th e d e ­ c l i n e i n im p o rta n c e o f th e c e n t r a l m a rk e ts and th e s u b s e ­ quent d e -c e n tra liz a tio n in a g r ic u ltu r a l product m a rk e ts . R e p o rte d p r i c e s a r e l i k e l y to b e b a s e d on a s m a ll f r a c t i o n o f t h e t o t a l o u t p u t and as su ch m ig h t n o t a d e q u a t e l y r e f l e c t t h e t r u e m a rk e t c o n d i t i o n s . I f fo rm u la p r i c i n g becomes p r e ­ dom inant t h e r e i s no m a rk e t p r i c e , o r a t th e v e r y b e s t t h e r e i s o n ly a p r i c e r e p o r t e d from a t h i n m a rk e t on w hich 36 to b a s e t h e fo ru m u la , I n t h e e x tre m e c a s e o f a l l s a l e s moving v i a a f o rm u la t h e r e w ould b e no r e p o r t e d p r i c e upon w h ich to t i e t h e f o rm u la . From an econom ic s t a n d p o i n t a m a jo r c o n c e r n w i t h f o rm u la p r i c i n g i s t h a t p r i c e s may b e d e te r m in e d by a s m a ll number o f t r a n s a c t i o n s , o r a s m a ll volum e, and t h e p o t e n ­ t i a l f o r m a n i p u l a t i o n o f su ch a sy ste m o f p r i c i n g . F or exam ple, w i t h m ost p r i c e s t i e d to a fo rm u la b a s e d on a few tr a n s a c tio n s , th e o p p o rtu n ity e x i s t s f o r m a n ip u la tio n o f p r i c e s , b e c a u s e p r i c e may become d iv o r c e d from m a rk e t con ­ d itio n s . In l i g h t o f th e p r e c e d i n g i t can b e s e e n t h a t chan ges i n t h e s t r u c t u r e o f m a rk e ts i n g e n e r a l and i n p r i c i n g p r a c ­ t i c e s i n p a r t i c u l a r h a v e t h r e e m a jo r i m p l i c a t i o n s f o r th e p u b lic p ric e d a ta c o lle c tio n . F irs t, th e p r i c e d a t a need s o f u s e r s m ust b e i d e n t i f i e d b e c a u s e we m ig h t e x p e c t d i f f e r ­ e n c e s i n p r i c e d a t a n ee d s r e l a t e d to th e s t r u c t u r e o f m ar­ k e ts. Second, t h e d a t a a g e n c y m ust s e t p r i o r i t i e s among com p eting u s e s , and t h i r d t h e p r i c e m u st be o p e r a t i o n a l l y d e f i n e d and a c c u r a t e l y m e a su re d . 2 .2 E m p ir ic a l S t u d i e s I d e n t i f y i n g P r i c e M easurem ent P roblem s and I n f o r m a t i o n Uses. R e l a t i v e l y few s t u d i e s h av e b e e n c o n d u c te d on th e t h r e e pro b lem s d i s c u s s e d i n th e p r e v io u s s e c t i o n . T h is s e c ­ t i o n w i l l r e v ie w some e a r l i e r r e s e a r c h e f f o r t s t h a t h av e a t te m p te d to e m p i r i c a l l y s tu d y t h e p ro b lem o f a c c u r a t e l y m e a su rin g a g r i c u l t u r a l p r i c e s and th e u se o f i n f o r m a t i o n by 37 a g r ic u ltu r a l producers. 2 .2 .1 P r i c e M easurem ent S t u d i e s One s e t o f s t u d i e s h a v e c o n c e n t r a t e d on t h e problem s in v o lv e d i n e s t i m a t i n g an a v e ra g e p r i c e . P r in c ip a lly , th e se s t u d i e s c o n c e n t r a t e on m easurem ent pro b lem s and th u s im p ly a s p e c i f i e d u s e f o r th e p r i c e d a t a . T hese s t u d i e s th e n a tte m p t to d e te r m in e how to i n c r e a s e t h e a c c u r a c y o f p r i c e r e p o r t i n g . A s e r i e s o f s t u d i e s w ere u n d e r ta k e n i n ■North C a r o l i n a , O hio, C o lo ra d o , and t h e Red R iv e r V a lle y b etw een th e y e a r s 1950-1975 to i n c r e a s e t h e a c c u r a c y o f p r i c e d a t a e s t i m a t i o n and r e p o r t i n g . (USDA/SRS, 1977 and S jo d in and D ah l, 1 97 5). These s t u d i e s e s s e n t i a l l y ta k e a s g iv e n th e p e rfo rm a n c e o b j e c t i v e o f a c c u r a t e l y r e p o r t i n g th e a v e ra g e p r i c e f o r a commodity i n modern a g r i c u l t u r a l m a rk e ts and th e n a d d r e s s e d t h e p roblem s in v o lv e d i n a c c u r a t e l y e s t i m a t i n g a p r i c e . The P r i c e R e se a rc h P r o j e c t s (USDA/SRS, 1977) su rv e y e d a sam ple o f f a r m e r s i n N o rth C a r o l i n a , Ohio and C o lo rado to d e te r m in e t h e m a rk e tin g f o r numerous a g r i c u l t u r a l com m odities — l i v e s t o c k and f i e l d c r o p s . One o f th e m a jo r g o a ls o f t h e r e s e a r c h e f f o r t was to compare t h e outcome o f d i f f e r e n t m ethods o f e s t i m a t i n g t h e a v e ra g e p r i c e r e c e i v e d by fa rm e rs f o r t h e p r o d u c ts th e y s e l l . The Red R iv e r V a ll e y s tu d y ( S jo d in and D ah l, 1975) s u rv e y e d p o t a t o g row ers and s i x p o t a t o b u y e rs to d e te r m in e t h e e x t e n t o f c o n t r a c t i n g and th e e f f e c t c o n t r a c t p r i c e s have on p r i c e s r e p o r t e d . T hese s u r v e y s w ere b o t h m a il 38 q u e s t i o n n a i r e s and i n t e r v i e w s . I n a d d i t i o n , th e a u t h o r s i n t e r v i e w e d t h e s t a t e o f f i c e s o f t h e Crop R e p o r tin g Board i n N o rth D akota and M in n e so ta to d e te r m in e th e p r o c e d u r e s u s e d i n e s t i m a t i n g and r e p o r t i n g p r i c e s . T hese s t u d i e s i n d i c a t e t h e p o t e n t i a l f o r n o n -s a m p lin g e r r o r s i n p r i c e e s t i m a t i o n due t o t h e p ro b lem s in v o lv e d i n e s t a b l i s h i n g a r e p r e s e n t a t i v e sa m p lin g fram e from th e d i ­ v e r s e r a n g e o f b u y e r s i n th e m a r k e t. I n o t h e r w o rd s , th e d i v e r s i t y o f m a rk e tin g c h a n n e ls and b u y e r s o f a g r i c u l t u r a l com m odities makes i t d i f f i c u l t to e s t a b l i s h an a d e q u a te sa m p lin g fram e from w hich to draw a p r o b a b i l i t y sam p le. T h is c o n c l u s i o n was drawn by th e P r i c e R e s e a rc h P r o j e c t a u t h o r s when th e y r e f e r t c " t h e c o m p le x ity o f t h e m a r k e tin g p a t t e r n f o r a g r i c u l t u r a l c o m m o d itie s, and th e c o n s e q u e n t imp r a c t i b i l i t y o f e s t a b l i s h i n g any s i n g l e sa m p lin g fram e t h a t w i l l s u f f i c e f o r p r i c i n g a l l co m m o d itie s" (page 1 5 ). A sim ­ i l a r c o n c l u s i o n was r e a c h e d by th e a u t h o r s o f th e Red R iv e r V a ll e y P r i c e R e p o r tin g R e s e a rc h P r o j e c t when th e y p o i n t o u t t h a t th e r e le v a n t p r ic e f o r r e p o r tin g purposes i s th e p r ic e r e c e i v e d by th e g ro w er f o r th e p ro d u c e and, g iv e n th e ra n g e o f m a r k e tin g c h a n n e ls and s e l l i n g p r o c e d u r e s , i t i s c l e a r t h a t a number o f s o u r c e s e x i s t t h a t m ig h t p r o v i d e t h i s i n ­ f o r m a tio n . The P r i c e R e s e a rc h P r o j e c t a l s o s t r e s s e d t h e i d e n t i ­ f i c a t i o n o f t h e i m p o r t a n t r o l e p la y e d by t h e in d e p e n d e n t b u y e r and th e d i f f e r i n g im p a c t o f t h e c o o p e r a t i v e as a means of sa le . More i m p o r t a n t l y , th e a u t h o r s n o t e t h a t , "The 39 C hannel S urvey p r o v id e d some e v id e n c e t h a t g e o g r a p h i c a l d i s t r i b u t i o n , s i z e o f town, and ty p e o f d e a l e r i n f l u e n c e s p r i c e " (p g, 3 0 ), Thus, t h i s f i n d i n g te n d s to im p ly t h a t d e f i n i n g th e p o p u l a t i o n o r e s t a b l i s h i n g a sa m p lin g fram e w i l l n o t be s u f f i c i e n t . A c c u r a te p r i c e e s t i m a t i o n would n ee d t o n o t e th e ty p e o f b u y e r , and t h i s q u i t e p o s s i b l y would i n c l u d e th e i n s t i t u t i o n a l r e l a t i o n s h i p b etw e en th e b u y e r and s e l l e r . An i n t e r e s t i n g and p e rh p a s r e l a t e d o b s e r v a t i o n was made w i t h r e g a r d to i d e n t i f y i n g th e s o u r c e o f v a r i a n c e i n p r i c e s p a i d by f a rm e rs f o r goods th e y p u r c h a s e d . I t was fou n d t h a t th e p r i c e s p a i d by f a r m e r s v a r y more b etw een in d e p e n d e n t and c h a in s t o r e s th a n th e y do b etw e en g e o g ra p h ­ i c a l a r e a s o r b etw e en towns o f d i f f e r e n t s i z e s . (USDA/SRS, p p . 2 6 0 -2 6 6 ). Some o t h e r m a jo r f i n d i n g s o f t h e s e s t u d i e s w ere t h a t i t i s v e r y d i f f i c u l t to e s t i m a t e v a l i d a v e ra g e p r i c e s b e ­ c a u se o f t h e v a r i a t i o n w i t h i n a g e n e r a l p r o d u c t s p e c i f i c a ­ tio n . I n f a c t , t h i s v a r i a t i o n was found t o be t h e m a jo r c o n t r i b u t o r to th e v a r i a n c e i n e s t i m a t e d p r i c e s . A ls o , i t i s d i f f i c u l t to e s t i m a t e p r i c e s a t th e b e g in n in g and end o f th e m a r k e tin g s e a s o n due to t h e p a u c i t y o f m a r k e tin g s f o r many c o m m o d itie s . The a u t h o r s i n t h e Red R iv e r V a lle y S tud y a l s o s t r e s s e d t h e problem s in v o lv e d w i t h e s t i m a t i n g and r e p o r t i n g p r i c e s i n m a rk e ts c h a r a c t e r i z e d by b o th open m a rk e t and p r e - s e a 3 o n co n tra c t sa le s . They found e v id e n c e t h a t th e r e p o r t s o f 40 p r i c e s p a i d to f a r m e r s b y p r o c e s s o r s v i a c o n t r a c t s d i f f e r e d m a rk e d ly from t h e p u b l i s h e d a v e r a g e p r i c e f o r a l l t y p e s o f p o t a t o e s b e c a u s e t h e c o n t r a c t p r i c e s may b e a r l i t t l e resem ­ b la n c e to th e p r ic e s e x i s t i n g a t h a r v e s t. F or a c c u r a t e l y e s t i m a t i n g an a v e ra g e p r i c e r e c e i v e d , i t w ould seem t h a t t h e p r e c e d i n g p ro b lem may n o t b e t h a t se rio u s . F o r a c c u r a c y i n m easu rem en t, t h e d a t a c o l l e c t i o n ag en cy w ould s im p ly n e e d to m o n ito r th e amount t r a d e d i n b o t h th e open m a rk e t and t h e c o n t r a c t m a rk e t so as to u p ­ d a t e t h e w e ig h ts to a t t a c h to e a c h . However, i t s h o u ld a l s o b e n o te d t h a t , a l th o u g h th e s o l u t i o n to t h i s p ro b lem seems r e l a t i v e l y s im p le , i t , d o e s impose a g r e a t e r b u rd e n on th e d a t a agency to c o n t i n u o u s l y u p d a te d a t a on t h e flo w o f com m odities and h e n c e th e w e ig h ts to a t t a c h to open m a rk e t and c o n t r a c t s a l e s . The s t u d i e s m e n tio n e d above e s s e n t i a l l y s t r e s s e d some o f th e pro blem s in v o lv e d w i t h a c c u r a c y i n th e m easu rem en t o f a g ric u ltu ra l p ric e s . They p r i n c i p a l l y a d d r e s s e d su c h p r o ­ blems as d e f i n i n g a s a t i s f a c t o r y sa m p lin g fram e f o r p r o ­ b a b i l i t y sa m p lin g ; t h e v a r i e t y and c o m p le x ity o f m a r k e tin g c h a n n e l s , a c t o r s , and s e l l i n g a r r a n g e m e n ts ; th e e f f e c t s o f c o n t r a c t s a l e s , on e s t i m a t e d p r i c e s ; e t c . T h ere was e v id e n c e t h a t t h e v a r i a t i o n i n p r i c e s r e p o r t e d i s a t t r i b u t e d t o th e ty p e o f b u y e r and th u s im p l ie s th e p o t e n t i a l l y im p o r t a n t r o l e p la y e d by t h e i n s t i t u t i o n a l s e t t i n g o f th e s a l e s a g r e e ­ m ent, T hese s t u d i e s a l s o p o i n t e d o u t th e p e r s i s t e n t and i m p o r t a n t p ro b lem o f n o n - r e s p o n s e and n o n - c o o p e r a t i o n on th e 41 p a r t o f m a rk e t p a r t i c i p a n t s , T hese ty p e s o f s t u d i e s ; h a v e p r i n c i p a l l y c o n c e n t r a t e d on m easurem ent a c c u r a c y . In o t h e r w o rd s, t h e s e s t u d i e s h av e b a s i c a l l y ta k e n as g iv e n t h e c o n c e p t o f p r i c e th e y w ant to e s t i m a t e and h av e th e n a d d r e s s e d t h e p rob lem s o f m e a su rin g t h a t p r i c e . a c c u ra te ly In t h a t s e n s e s t u d i e s o f t h i s ty p e a p p e a r to c o r r e s p o n d more c l o s e l y w i t h th e d i s c i p l i n a r y t r a i n i n g o f th e s t a t i s t i c i a n s . 2 .2 .2 P r i c e D ata and I n f o r m a t i o n Use S t u d ie s A se co n d g rou p o f s t u d i e s in v o lv e s a t te m p ts to lo o k a t f a r m e r / p r o d u c e r i n f o r m a t i o n n eed s and u s e s . S tu d ie s o f t h is ty p e s h o u ld p r o v i d e u s e f u l i n f o r m a t i o n i n th e s e t t i n g o f s ta tis tic a l p rio ritie s. I n o t h e r w o rd s, t h e s e s t u d i e s w i l l g iv e an i n d i c a t i o n o f th e i n f o r m a t i o n n ee d s o f p r o d u c e r s i n d e c i s i o n m aking. As was a r g u e d e a r l i e r , i t seems l i k e l y t h a t t h e u s e o f i n f o r m a t i o n and h e n c e t h e demand f o r i n f o r m a t i o n and d a t a w ould l i k e l y be r e l a t e d t o t h e s t r u c t u r e o f th e m a rk e t. Thus, one o f t h e r e l e v a n t v a r i a b l e s t h a t n e e d s p r e s e n t a t i o n i s t h e s t r u c t u r e o f t h e m a rk e t and th e s e l l i n g a rra n g e m e n t. One c h a r a c t e r i s t i c o f modern a g r i c u l t u r a l p r o d u c t i o n and m a r k e tin g i s t h e e x i s t e n c e o f f o rw a r d p r i c i n g o r d e f e r ­ red d e liv e ry . A s u b s t a n t i a l p o r t i o n o f a g r i c u l t u r a l commod­ i t i e s i s s o l d v i a s u c h a mechanism . A lth o u g h t h e r e a r e no p r e c i s e f i g u r e s on t h e volume s o l d v i a fo rw a r d c o n t r a c t s , th e e x i s t i n g numbers i n d i c a t e t h a t t h e r e a r e d i f f e r e n c e s 42 among c o m m o d itie s . A s tu d y on th e U .S, g r a i n t r a d e t h a t in v o lv e d s u r v e y in g a random sam ple o f g r a i n s t o r a g e f a c i l i t i e s (H e ifn e r, e t a l . , 1977) e s t i m a t e d t h a t a p p r o x im a te l y o n e - t h i r d o f th e w h ea t and o n e - h a l f o f th e U .S. c o r n and so y b e an c ro p s p u r c h a s e d from f a r m e r s w ere i n some s o r t o f d e f e r r e d d e l i v e r y a g ree m en t (p p. 4 5 - 4 9 ) . F o r p o t a t o e s , " t h e amount c o n t r a c t e d can v a r y from 30 to 75 p e r c e n t o f th e p r o c e s s o r s ' r e q u i r e m e n t s . P o ta to in d u s try e x p e rts g e n e ra lly ag ree t h a t in a ty p ic a l y e a r p r o c e s s o r s w i l l c o n t r a c t f o r a b o u t 50 p e r c e n t o f t h e i r n e e d , buy i n th e open m a rk e t a b o u t 45 p e r c e n t o f th e y s u p p ly and grow a b o u t 5 p e r c e n t , " ( P h i l l i p s , e t a l . , 1975, p . 1 3 ), Inasm uch as t h e u s e r and u s e o f p r i c e d a t a and i n f o r ­ m a tio n i s i m p o r t a n t i n e v a l u a t i n g an i n f o r m a t i o n and d a t a s y s te m , u se o f a g e n ts and b r o k e r s would be a s t r u c t u r a l v a r i a b l e w o rth y o f c o n s i d e r a t i o n . We m ig h t e x p e c t t h a t a p r o d u c e r who t u r n s t h e m a r k e tin g f u n c t i o n o v e r to an a g e n t o r o r g a n i z a t i o n would be a l e s s a c t i v e u s e r o f m a r k e tin g i n ­ f o r m a tio n th a n a p r o d u c e r who s e l l s h i s own p r o d u c t . A s tu d y i n C a l i f o r n i a t h a t in v o lv e d i n t e r v i e w i n g 150 p o t a t o g ro w ers ( J e s s e n and M i k l i u s , 1962) fo un d some e v id e n c e t h a t th o s e engaged i n th e m a r k e tin g d e c i s i o n a l s o o b t a i n e d and u se d more m a r k e tin g i n f o r m a t i o n th a n t h o s e who w ere l e s s a c t i v e l y in v o lv e d i n m a r k e tin g . I t a l s o i s w o r th n o t i n g t h a t i n t h e C a l i f o r n i a s tu d y o n ly 14 p e r c e n t o f t h e g ro w ers p e rfo rm e d t h e i r own m a r k e tin g f u n c t i o n w i t h th e r e m a in d e r r e l y i n g on a b r o k e r o r a c o o p e r a t i v e o r g a n i z a t i o n ( p g . I I ) , 43 A su rv e y q u e s t i o n n a i r e and p e r s o n a l i n t e r v i e w s o f a sam ple o f M ichigan p r o d u c e r s o f numerous a g r i c u l t u r a l com m odities i d e n t i f i e d o th e r' v a r i a b l e s t h a t seemed to i n ­ f l u e n c e i n f o r m a ti o n and d a t a u s a g e . More s p e c i f i c a l l y , th e M ichigan s tu d y s u g g e s te d t h a t t h e k in d o f p r o d u c t and th e manner o f p r i c i n g seemed r e l a t e d to t h e u s e f u l n e s s o f m a rk e tin g in f o r m a ti o n and t h e d e c i s i o n o f w here to s e l l and th e p r i c e t o a c c e p t (G e ra ld , 1960). F u r t h e r , th e a u t h o r s s t a t e t h a t t h o s e p r o d u c e r s s e l l i n g a t an a u c t i o n seemed to be l e s s c o n c e rn e d w i t h p r i c e a c c e p t a b i l i t y th a n th o s e who h ave th e p r i c e s e t by t h e b u y e r a t d e l i v e r y , and t h a t a l a r g e r p r o p o r t i o n o f th e l a r g e l i v e s t o c k grow ers r e l i e d on n o n - l o c a l o r "mass m ed ia" p r i c e in f o r m a t i o n i n d e c i s i o n m aking. In a d d i t i o n , th e a u t h o r s s t a t e t h a t t h e r e seems to be some e v id e n c e t h a t y o u n g er, b e t t e r e d u c a te d and l a r g e r g r o s s income fa r m e r s u s e more m a r k e tin g in f o r m a ti o n (pp. 1 3 - 1 5 ) . I d e n t i f y i n g th e ty p e s o f i n f o r m a t i o n and th e s o u rc e s o f t h i s in f o r m a ti o n was a m a jo r g o a l o f m ost o f th e s t u d i e s re v ie w e d . P r i c e in f o r m a t i o n i n v a r i o u s form s was s t r e s s e d f r e q u e n t l y by th e r e s p o n d e n t s . In f a c t , t h e M ich igan s tu d y c o n c lu d e d t h a t p r i c e - o u t l o o k and c u r r e n t p r i c e s w ere u se d by more fa rm e rs th a n any o t h e r ty p e o f i n f o r m a t i o n . These r e s u l t s m ig h t b e e x p e c te d inasm uch as t h e r e i s a la g i n th e p r o d u c t i o n p r o c e s s so t h e p r o d u c e r i s i n t e r e s t e d i n a f o r ­ ward p r i c e t h a t g iv e s an i n d i c a t i o n o f th e m a rk e t a t p l a n t ­ in g tim e , and a t a l a t e r tim e t h e p r o d u c e r i s i n t e r e s t e d in 44 k e e p in g a b r e a s t o f r a p i d changes i n t h e m a rk e t so as to c a p t u r e th e b e n e f i t s , o r a v o id th e c o s t s , o f changes i n s p o t m a rk e t p r i c e s . Some o f t h e s e s t u d i e s have a tte m p te d to a s s e s s th e r o l e t h a t f u t u r e s m a rk e ts p la y i n p r i c i n g a g r i c u l t u r a l com­ m o d it ie s . The s tu d y o f th e U.S. g r a i n t r a d e ( H e if n e r , e t a l . ) co n c lu d e d t h a t f u t u r e s p r i c e s p l a y a m a jo r r o l e i n g r a i n p ric in g . A n o th er s tu d y c o n d u c te d f o r th e Commodity F u tu r e s T ra d in g Commission by th e USDA, su rv e y e d a sam ple o f U .S. f a rm e rs w i t h g r o s s commodity s a l e s o f g r e a t e r th a n $10,000 to d e te r m in e th e e x t e n t and n a t u r e o f t h e i r t r a d i n g i n f u t u r e s m a r k e ts . (USDA/SRS 1 978). The s tu d y fou n d t h a t 80% o f th e f a rm e rs who engage i n fo rw a rd c o n t r a c t i n g c la im t h a t th e fo rw a rd p r i c e i s b a s e d on th e f u t u r e s p r i c e . ^ F ur­ t h e r , t h i s s tu d y found t h a t th e m anagers o f l a r g e r fa rm s, i.e ., o v e r $100,000 i n g r o s s s a l e s , showed a h i g h e r f r e ­ quency o f u s e o f f u t u r e s p r i c e s th e n th e m anagers o f s m a l l e r fa rm s. A q u e s t i o n n a i r e s e n t to a l l p o t a t o grow ers i n Maine a l s o fou nd e v id e n c e t h a t grow ers who engage i n p re-sea so n c o n tra c tin g fu e l fu tu re s p ric e s are u s e fu l in n e g o t i a t i n g f o r th e p r e - s e a s o n c o n t r a c t s . ( P e ls u e , 1 9 7 5 ). ^ The 1977 s u rv e y r e s u l t s w ere 80 p e r c e n t w h ile th e 1976 r e s u l t s w ere 48 p e r c e n t . Some o f t h i s i n c r e a s e m ig h t be t i e d to a q u e s t i o n n a i r e e f f e c t from th e p r e c e d in g y e a r ' s s u r v e y . However, i t s t i l l a p p e a rs a s u b s t a n t i a l p o r t i o n o f th e fa r m e r s c la im to u s e f u t u r e s p r i c e s when s ig n i n g f o r ­ w ard c o n t r a c t s . 45 An i m p o r t a n t c o n s i d e r a t i o n i n e v a l u a t i n g p r o d u c e r u s e s o f d a t a and i n f o r m a t i o n i a th e q u e s t i o n o f w hich s o u r c e s o f th e i n f o r m a t i o n th e y s t r e s s . In o t h e r w o rd s, w hich a c t o r s i n t h e m a rk e t and i n f o r m a t i o n sy ste m p r o v id e th e i n f o r m a t i o n f o r th e p r o d u c e r s . Over h a l f o f th e Maine p o t a t o g ro w ers c la im to f r e q u e n t l y u s e d e a l e r s / b r o k e r s ' and r a d i o and TV r e p o r t s . (P e lsu e , p. 4 ). The s tu d y on g r a i n p r i c i n g s t a t e s t h a t th e g r a i n m e rc h a n ts and b r o k e r s " s t a n d a t th e c e n t e r o f th e f lo w o f g r a i n m a r k e tin g i n f o r m a t i o n . " ( H e if n e r e t a l . , p g . 6 ) . T hus, t h e s e s t u d i e s i d e n t i f y a g e n t s / b r o k e r s as v e r y i m p o r ta n t s o u r c e s o f m a rk e tin g i n f o r ­ m a tio n . However, th e r e l a t i v e im p o rta n c e o f s o u r c e s o f c u r r e n t m a rk e t i n f o r m a t i o n may b e r e l a t e d to th e s i z e o f th e farm . The s tu d y on th e C a l i f o r n i a p o t a t o i n d u s t r y found t h a t l a r g e f irm s had a c c e s s to and s t r e s s e d th e u s e o f t e l e t y p e s w h ile th e s m a l l e r g ro w ers s t r e s s e d n e w s p a p e r s , r a d i o and g e n e r a l farm p u b l i c a t i o n s as s o u r c e s o f i n f o r m a t i o n . ( J e s s e n and M ik liu s, pg. I I ) . The u s e s t h a t p r o d u c e r s made o f m a r k e tin g in f o r m a t i o n w ere v a r i e d . The d e c i s i o n s on w here to s e l l t h e i r p r o d u c t and th e p r i c e t o a c c e p t w ere m e n tio n e d t h e m ost f r e q u e n t l y as th e r e a s o n s f o r f i n d i n g m a rk e tin g i n f o r m a t i o n u s e f u l by M ich ig an p r o d u c e r s ( G e ra ld , pg. 4 ) . Maine p o t a t o g ro w e rs , on th e o t h e r h a n d , s t r e s s e d q u a n t i t y and v a r i e t y o f p o t a t o e s to p l a n t and th e y u s e d th e c u r r e n t m a rk e t p r i c e and th e fu tu re s p r ic e f o r th e se d e c is io n s . 46 The g r a i n t r a d e s t u d y c l a s s i f i e d th e u s e o f p r i c e i n ­ f o r m a tio n i n t o two g r o u p s : 1) i t s u s e i n making th e p r i c i n g d e c i s i o n and 2) i t s u s e i n a s s e s s i n g g e n e r a l m a rk e t t r e n d s . One o f t h e more c o n s i s t e n t r e s u l t s a c r o s s a l l o f t h e s e s t u d ­ i e s was t h e f i n d i n g t h a t USDA r e p o r t s a r e o f l i t t l e v a l u e i n making p r i c i n g o r m a r k e tin g d e c i s i o n s . E ig h ty p e r c e n t o f th e r e s p o n d e n t s i n t h e C a l i f o r n i a p o t a t o s tu d y r e c e i v e d M arket News R e p o rts and m ost s a i d th e y u s e d t h e s e r e p o r t s f o r a f t e r s a l e e v a l u a t i o n s o f th e p r i c e s th e y r e c e i v e d ( J e s s e n and M i k l i u s , p g. I I ) . T h is r e s u l t i s s i m i l a r to t h e M ic h ig an s tu d y o f a few y e a r s e a r l i e r (G e ra ld , 19 60 ). The g r a i n t r a d e s tu d y fo u n d t h a t p r o d u c e r s s t r e s s e d th e a s s e s s m e n t o f m a rk e t t r e n d s as a u s e o f USDA p r i c e r e ­ p o r t s w i t h much l e s s em phasis on u s e f o r t h e p r i c i n g d e c i ­ sio n . F u r t h e r , t h e a u t h o r s o f t h e s tu d y c o n c lu d e d t h a t th e USDA r e p o r t s h av e l i m i t e d a p p l i c a b i l i t y f o r p r i c i n g d e c i ­ s i o n s b e c a u s e th e y a r e o u t o f d a t e when r e c e i v e d ( H e if n e r e t a l . , pp. 5 9 - 6 5 ) . I t s h o u ld b e n o t e d t h a t th e v a l u e o f USDA p r i c e s m ig h t b e u n d e r e s t i m a t e d i f one r e l i e s s o l e l y on t h e p r i c i n g and m a r k e tin g d e c i s i o n . A s u b s t a n t i a l number o f t h e p r o d u c e r s c la im e d to r e c e i v e and u s e USDA r e p o r t s (80% f o r th e C a l i ­ f o rn ia stu d y ), A ls o , i n M aine, t w o - t h i r d s o f th e p r o d u c e r s c la im e d to r e f e r to USDA p r i c e s f r e q u e n t l y o r o c c a s i o n a l l y , and by r a n k i n g i n f r e q u e n c y , t h o s e r e p o r t s w ere f o u r t h o f t e n s o u r c e s ( P e l s u e , pp. 6 - 7 ) . I t appears t h a t p ro d u cers may r e l y on th e USDA r e p o r t s t o p r o v i d e a ch eck on th e 47 th e p r i c e s o f f e r e d and p a i d to them by t h e i r b r o k e r s / d e a l e r s or o th e r b uyers. Three m a jo r i m p l i c a t i o n s f o r improvem ents t h a t sh o u ld be made i n th e c u r r e n t i n f o r m a t i o n system emerge from th e s e stu d ie s. The C a l i f o r n i a p o t a t o p r o d u c e r s s t r e s s e d th e n eed f o r a c c u r a t e and tim e ly d a t a and i n f o r m a t i o n and. c la im e d t h a t th e m a jo r problem s w ith p r i c e i n f o r m a t i o n was t h a t i t was i n f a c t i n a c c u r a t e and t h a t i t was to o l a t e to be o f v a l u e i n d e c i s i o n making ( J e s s e n and M ik l iu s , pp. 3 - 5 ) . The g r a i n t r a d e s tu d y s t r e s s e d th e n ee d f o r in f o r m a t i o n from numerous l o c a t i o n s to a s s e s s m a rk e t c o n d i t i o n s b e c a u s e o f th e d i s p e r s e d n a t u r e o f th e p r i c i n g i n g r a i n m a rk e ts ( H e if n e r e t a l . , pp. 6 6 - 6 8 ), and th e M ichig an s tu d y found e v id e n c e t h a t a l a r g e r p r o p o r t i o n o f h i g h e r income f a rm e rs ( l a r g e r farm s) r e l i e d on "mass m edia" ( n o n - l o c a l ) s o u r c e s o f p r i c e i n f o r m a t i o n when making d e c i s i o n s . We m ig h t e x p e c t t h i s r e s u l t , g iv e n t h a t th e r e l e v a n t m a rk e t h as expanded due to p r o c e s s i n g and modern t r a n s p o r t a t i o n . In o t h e r w ord s, p r o ­ d u c e rs may be more aware o f th e in te r d e p e n d e n c e o f numerous l o c a l m a r k e ts , and i n f a c t a r e more s o p h i s t i c a t e d i n t h e i r e v a l u a t i o n o f m a rk e tin g a l t e r n a t i v e s . The p ro blem o f n o n - r e s p o n s e i n p r i c e e s t i m a t i o n su rv e y s i s a l s o f r e q u e n t l y s t r e s s e d i n d i s c u s s i n g th e p u b l i c d a t a and in f o r m a ti o n sy stem . The n o n - r e s p o n s e p roblem m ig h t be r e l a t e d to a d i s s a t i s f a c t i o n w i t h th e p u b l i c d a t a and i n f o r ­ m a tio n sy stem . I n o t h e r w ords, p o s s i b l y th e s u b j e c t s o f s u r v e y s p e r c e i v e t h a t th e r e p o r t i n g o f th e r e s u l t a n t 48 in f o rm a tio n , i s o f l i t t l e v a l u e to them. The s t a t i s t i c a l b r a n c h o f th e Econom ics, S t a t i s t i c s , C o o p e r a tiv e S e r v i c e o f th e USDA (ESCS: S t a t i s t i c s ) acknow­ l e d g e s i n a s t u d y by t h e c o m p t r o l l e r G e n e ra l (GAO, 1978) t h a t f a r m e r s a r e a p r im a r y t a r g e t group o f t h e a g e n c ie s re p o rts (P la n tin g in te n tio n s , p ro d u c tio n e s tim a te s , e t c . ) . Y et t h e c o m p t r o l l e r ' s r e p o r t found t h a t o n ly 45% o f th e fa r m e r s i n t e r v i e w e d i n th e f i v e s t a t e s sam pled acknow ledged t h a t th e y r e c e i v e th e a g e n c i e s r e p o r t s , and o v e r h a l f s a i d th e y w ere n o t aware o f t h e s e go vern m en t r e p o r t s . S e v e n ty -o n e p e r c e n t o f t h e f a r m e r s i n t e r v i e w e d b e l i e v e d t h a t th e r e p o r t s w ere o f l i t t l e u s e to them i n t h e i r p r o d u c t i o n and m a r k e tin g d e c i s i o n s , w h ile 44 p e r c e n t f e l t t h e r e p o r t s w ere i n a c c u r a t e . In g e n e r a l , f a r m e r s f e l t , t h a t th e r e p o r t s w ere m a n ip u la te d and t h a t th e y w ere r e c e i v e d to o l a t e to be o f u s e i n p r o d u c ­ t i o n and m a r k e tin g d e c i s i o n s (GAO, pp. 4 - 1 3 ) . The Red R iv e r V a ll e y s tu d y a l s o fo u n d e v id e n c e t h a t th e re i s a g e n e ra l d i s s a t i s f a c t i o n w ith p r ic e re p o r tin g and t h e a u t h o r s c o n c lu d e t h a t " N e i t h e r b u y e r s n o r s e l l e r s a r e l i k e l y to v o l u n t a r i l y c o o p e r a te by ex p e n d in g tim e and e f f o r t s on an e n d e a v e r w hich th e y f e e l i s o f no v a l u e to th e m .” ( S jo d i n and D ah l, p . 5 6 ) . T hese a u t h o r s th e n recom ­ mend t h a t e f f o r t s b e u n d e r ta k e n to m eet s p e c i f i c n e e d s o f b u y e rs and s e l l e r s so as to g iv e them a s t a k e i n im p ro v in g t h e q u a l i t y and a c c u r a c y o f p r i c e d a t a . I n summary, two ty p e s o f s t u d i e s w ere r e v ie w e d . The f i r s t s e t o f s t u d i e s p r i n c i p a l l y a d d r e s s e d t h e p ro b le m o f 49 a c c u r a t e l y m e a su rin g p r i c e s . The se co n d ty p e o f s t u d i e s a tte m p te d to i d e n t i f y th e ty p e of i n f o r m a t i o n u se d by p r o d u c e r s . The p r i c e m easurem ent s t u d i e s i l l u s t r a t e d th e im por­ ta n c e t h a t th e s t r u c t u r e o f th e m a rk e t, i . e . , th e d i v e r s i t y o f a c t o r s and m a rk e tin g c h a n n e l s , and th e pro b lem s t h a t th e s t r u c t u r e p o se s f o r a c c u r a t e l y e s t i m a t i n g a p r i c e r e c e i v e d by f a r m e r s . F u r t h e r , t h e s e s t u d i e s found e v id e n c e o f v a r i a n c e s betw een p r i c e s by th e ty p e o f b u y e r . I n o t h e r w o rd s, p r i c e q u o te s d i f f e r e d betw een d i f f e r e n t ty p e s o f b u y e r s . A lth o u g h th e a u t h o r s d id n o t e l a b o r a t e c o n c e rn in g th e ways i n w hich th e b u y e rs d i f f e r e d , i t i s l i k e l y t h a t th e d i f f e r e n c e s w ere a r e s u l t o f s t r u c t u r a l c h a r a c t e r i s t i c s such as th e term s o f th e t r a n s f e r a g re e m e n t, f u n c t i o n s p e rfo rm e d and p o s s i b l y even th e s i z e o f th e f irm s and th e o r g a n i z a t i o n o f th e m a rk e t. The s t u d i e s i d e n t i f y i n g t h e u s e s and s o u r c e s o f i n f o r ­ m a tio n by p r o d u c e r s found e v id e n c e t h a t USDA p r i c e s w ere u se d p r i n c i p a l l y f o r a f t e r s a l e e v a l u a t i o n o f th e p r i c e th e y r e c e i v e d . B ro kers and d e a l e r s w ere i d e n t i f i e d as v e r y im p o r ta n t s o u r c e s o f p r i c e i n f o r m a t i o n and p r o d u c e r s g e n e r ­ a l l y s t r e s s e d b o th c u r r e n t p r i c e s and p r i c e o u tlo o k f o r e ­ c a s t s as in f o r m a t i o n th e y u s e d f r e q u e n t l y . F u rth e r, p ro ­ d u c e rs i n g e n e r a l f e l t t h a t USDA p r i c e r e p o r t s w ere i n a c c u r ­ a t e and to o l a t e to be o f u s e i n d e c i s i o n m aking. I n g e n e r a l th e two s e t s o f s t u d i e s te n d to n e g l e c t th e in te r d e p e n d e n c e b etw een th e a c t o f m e a su rin g p r i c e d a t a and t h e u se t h a t i s to be made o f th e p r i c e d a t a . In o th e r 50 w o rd s, b e f o r e one can a c c u r a t e l y m easu re th e p r i c e d a t a n eed ed f o r a d e c i s i o n one m u st d e c i d e w hat to m e asu re. Thus, t h e s t u d i e s i d e n t i f y i n g th e p r o d u c e r u s e s o f p r i c e d a t a i s a s t e p i n t h e d i r e c t i o n o f e s t a b l i s h i n g p r i o r i t i e s among a lte r n a tiv e d e fin itio n s of p ric e . However, th e s t u d i e s on i n f o r m a t i o n u s e do n o t a t te m p t to r e l a t e i n f o r m a t i o n u s e by p r o d u c e r s to th e s t r u c t u r e o f th e m a rk e t. I n o t h e r w ords, t h e s e s t u d i e s g e n e r a l l y assume a homogeneous demand f o r p r i c e d a t a and i n f o r m a t i o n and n e ­ g l e c t p o t e n t i a l l y i m p o r ta n t d i f f e r e n c e s i n th e o r g a n i z a t i o n o f th e p r o d u c t i o n and m a rk e tin g seq u en ce t h a t may a f f e c t i n f o r m a t i o n u s e s and n e e d s . The P r i c e R e se a rc h P r o j e c t s t u d i e s do im ply t h a t m ar­ k e t s t r u c t u r e , may a f f e c t t h e e s t i m a t e s o f p r i c e s r e c e i v e d by f a r m e r s . q u e stio n , However, th e s e p e r a t i o n o f th e s t a t i s t i c a l (m easurem ent from th e economic q u e s tio n ) an a n a l y s i s o f t h e u s e s o f th e p r i c e d a t a , does n o t a llo w f o r a s y s t e m a t i c e v a l u a t i o n o f th e p r i c e d a t a and in f o r m a ti o n t h a t i s c u r r e n t l y a v a i l a b l e to p r o d u c e r s . i n m easurem ent te c h n iq u e s may do l i t t l e Thus, im provem ents to improve th e a c c u r ­ acy o f d a t a to th e e x t e n t th e c o n c e p t and i t s o p e r a t i o n a l i ­ z a t i o n t h a t i s b e in g m easured does n o t a c c u r a t e l y r e p r e s e n t r e a l i t y o r f i t th e d e c i s i o n s t h a t m ust be made. I n o t h e r w o rd s, t h e s e s t u d i e s do n o t e x p l i c i t l y r e c o g ­ n i z e t h a t , a c c u r a c y h as t h r e e com ponents; acy, (1) c o n c e p tu a l a c c u r ­ (2) o p e r a t i o n a l a c c u r a c y and (3) m easurem ent a c c u r a c y . 51 Are th e c o n c e p t u a l i z a t i o n and o p e r a t i o n a l i z a t i o n a c c u r a t e r e f l e c t i o n s o f r e a l i t y and th e d i s c u s s i o n s t h a t m ust be made and i s t h e o p e r a t i o n a l i z e d c o n c e p t b e in g m easured w ith an a c c e p t a b l e d e g re e o f a c c u ra c y ? The c o n c e p u ta l and o p e r ­ a t i o n a l q u e s t i o n f i r s t in v o lv e s e t t i n g p r i o r i t i e s , i . e . , d e te rm in g w hich u s e s t h e p r i c e d a t a a r e to Inquiry System vS p e c i f i c a t i o n \ vx and T e s t i n g \ x\ o f A n a ly tic a l\ M easurement \ Framework V \ \ \ \i_ \ \ \ • \ \ \ \ O p e r a tio n a liz a tio n o f C o n c e p ts\ \ \ _________________________ \ \ V. \ \ V — V— V \ 57 some exchange a n d / o r s c a r c i t y v a l u e . In t h i s c o n te x t, p r ic e d a t a s h o u ld g iv e a d e c i s i o n maker o r an a n a l y s t some i n f o r ­ m a tio n a b o u t th e s t a t e o f t h e m a rk e t. I n F ig u r e 3 - 1 , i t i s i m p o r ta n t to n o t e t h a t d a t a o n ly p r o v id e s i n f o r m a t i o n a f t e r a n a l y s i s g i v i n g th e d a t a form and m eaning f o r a s p e c i f i c u s e h a s b ee n p e rfo rm e d . In o th e r w o rd s , f o r d a t a to ta k e on m eaning i t n ee d s an o r d e r i n g t h e o r e t i c a l framework. At th e same tim e , i t m ust be n o te d t h a t d a ta i s a very im p o rta n t in p u t in to th e in fo rm atio n system b e c a u s e th e r e p r e s e n t a t i o n o f r e a l i t y p o r t r a y e d by th e d a t a w i l l most l i k e l y a f f e c t th e a c c u r a c y o f th e a n a l y s i s u n d e r ta k e n . I n o t h e r w o rd s, t h e i m p o s i t i o n o f a t h e o r e t i c a l model whose v a r i a b l e s a r e n o t c o m p a tib le w ith th e c o n c e p tu a l b a s i s o f th e d a t a w i l l be i n a c c u r a t e . Thus, i f d i f f e r e n t u se s o f p r i c e d a t a in v o l v e d i f f e r e n t t h e o r e t i c a l fram ew orks, th e same s e t o f d a t a would n o t be e q u a l l y v a l u a b l e to th e d iffe re n t u sers. The p r e c e d in g a n a l y s i s im p l ie s t h a t th e r e s p o n s i b i l i t y f o r th e developm ent and m a in te n a n c e o f a d a t a and in f o rm a ­ t i o n sy stem does n o t l i e e x c l u s i v e l y w ith one d i s c i p l i n e . In f a c t , Bonnen (1975b) s t a t e s t h a t e c o n o m ists do n o t seem com m itted to m a i n t a i n i n g th e c o n c e p tu a l b a s i s o f th e d a t a sy stem and th e y do n o t seem to s e e t h a t th e t h e o r e t i c a l s t r u c t u r e o f th e d i s c i p l i n e i s a l s o th e c o n c e p u ta l b a s e o f th e d a t a sy stem . F u r t h e r , t h e s t a t i s t i c i a n o f t e n l a c k s th e a n a l y t i c a l t o o l s w hich a r e n e c e s s a r y to e v a l u a t e th e d a t a n eed s o f a d i s c i p l i n e su c h as e c o n o m ic s . T h u s, Bonnen 58 s t r e s s e s ' t h e r e s p o n s i b i l i t y o f e c o n o m is ts as w e l l as s t a t ­ i s t i c i a n s i n m a i n t a i n i n g t h e r e l i a b i l i t y o f t h e d a t a arid i n f o r m a t i o n sy ste m . The d a t a s u b - s y s te m i s g e n e r a l l y managed by s t a t i s t i ­ c i a n s who a r e r e s p o n s i b l e f o r tb « m easurem ent o f phenomena. They h ave t h e e x p e r t i s e to manage t h e m easurem ent p r o c e s s t h a t can p r o v i d e t h e m ost a c c u r a c y f o r a g iv e n b u d g e t. The i n t e r a c t i o n o f d i s c i p l i n e s f o r d a t a o u t p u t , h o w ev er, i s s u g g e s te d by th e d ia g ra m i n t h a t t h e m easurem ent and d a t a a r e t h e outcome o f th e o p e r a t i o n a l i z a t i o n o f t h e o r e t i c a l c o n c e p ts . As m e n tio n e d ab o v e, t h e c o n c e p t i s d i c t a t e d by th e o r y , i n o u r c a s e , econom ic t h e o r y and t h e u s e t o w hich i t i s to b e p u t . P r i c e i s a c o n c e p t from econom ic t h e o r y and th e m easurem ent o f p r i c e d a t a i s th e r e s u l t o f o p e r a ­ t i o n a l i z i n g th e c o n c e p t o f p r i c e , i . e . , s e t t i n g up c a t e g o r ­ i e s o f o b s e r v a b l e phenomena t h a t r e l a t e t h e e le m e n ts to ea ch o t h e r i n a m e a n in g fu l m anner. F or ex am p le, th e p r o c e s s o f m e a s u rin g th e f . o . b . farm p r i c e f o r p o t a t o e s i m p l i e s t h a t e v e n ts h ave b e e n o r d e r e d i n su ch a way t h a t t h e p r i c e r e p ­ r e s e n t s some s p e c i f i e d u n if o rm p r o d u c t , -- a w ashed, g ra d e d and p a c k e d raw p o t a t o p r i o r to b e i n g t r a n s p o r t e d from t h e p r o d u c e r 's l o c a t i o n , o r an unw ashed, p o t a t o b u l k lo a d e d p r i o r to t r a n s p o r t a t i o n , e t c . The e c o n o m is t p r o v i d e s th e a n a l y t i c a l fram ew ork - t h e a n a l y s i s and i n t e r p r e t a t i o n — t h a t g i v e s m eaning to th e p r i c e d a t a . Thus, i t i s th e e c o n o m i s t 's r e s p o n s i b i l i t y 59 t o e v a l u a t e th e d a t a s u b - s y s te m w i t h r e s p e c t to c o n c e p tu a l and d e f i n i t i o n a l c o n s i s t e n c y w i t h th e a n a l y t i c a l s u b - s y s te m . As p o i n t e d o u t ab o v e , i t i s t h e a n a l y s i s f u n c t i o n t h a t g i v e s m eaning t o d a t a . Thus, th e a n a l y s i s f u n c t i o n i s c r i t i c a l i n any d i s c u s s i o n and i n t e r p r e t a t i o n o f d a t a , I t a l s o s h o u ld be n o te d t h a t th e i n c l u d e s th e d e c i s i o n making f u n c t i o n . n f o r m a tio n In f a c t , ystem th e i n f o r m a t i o n sy ste m fram ew ork s t r e s s e s t h e im p o r ta n c e o f th e d e c i s i o n maker and th u s th e d e c i s i o n s f o r w hich p r i c e d a t a a r e to b e u s e d . " A l l i n f o r m a t i o n sy ste m s a r e p ro b le m s o l v ­ i n g o r p u r p o s iv e b e c a u s e th e y a r e s u b s e t s o r components o f s o c i a l sy ste m s w hich a r e d e s ig n e d f o r some p r o b le m - s o lv i n g purpose. Thus, d a t a c o l l e c t i o n and a n a l y s i s alw ays h a v e a p u r p o s e an d can o n ly be u n d e r s to o d f u l l y i n a s o c i a l sy ste m o r d e c isio n c o n te x t." (Bonnen, 1975a, p . 3 9 8 ). The em ph asis p l a c e d on th e v a l u e o f i n f o r m a t i o n a r i s ­ in g o u t o f th e u s e o f th e d a t a and i n f o r m a t i o n i n d e c i s i o n making i s echoed by numerous a u t h o r s . Lucas (1978) i n d i s ­ c u s s i n g t h e f a i l u r e o f p r i v a t e i n f o r m a t i o n sy ste m s w i t h i n a f i r m a r g u e s t h a t t h e f a i l u r e i s m ost o f t e n c a u s e d by i n a d e ­ q u a t e r e p r e s e n t a t i o n o f th e n ee d s o f t h e u s e r s o f th e sy ste m i n th e d ev elo p m en t and m a in te n a n c e o f t h e sy ste m . I m p lie d i n t h i s l a s t p o i n t i s a l s o th e o b s e r v a t i o n t h a t i n f o r m a t i o n sy ste m s may n ee d to change o v e r tim e as t h e p ro b lem s to be s o l v e d ch an g e, Dunn (1974) e x p l i c i t l y a r g u e s t h i s when he p o i n t s o u t t h a t th e e a r l y i n f o r m a t i o n and d a t a sy stem s w ere s e t up to a d d r e s s p ro b lem s i n t h e p e rfo rm a n c e 60 mode - d a t a and i n f o r m a t i o n f o r s p e c i f i c a d m i n i s t r a t i v e d e c i s i o n m aking t h a t an sw e re d a s p e c i f i c q u e s t i o n . However, he c la im s t h a t i n f o r m a t i o n sy stem s now a r e n e e d e d t h a t p r o v id e d a t a and i n f o r m a t i o n i n a d e v e lo p m e n ta l mode. T h is ty p e o f i n f o r m a t i o n a d d r e s s e s p ro b lem s t h a t e v o lv e o v e r tim e , a r e more com plex and i n e s s e n c e a r e p ro b lem s w here th e g o a l c a n n o t be c o m p le te ly s p e c i f i e d a t any p a r t i c u l a r p o i n t i n tim e . T hus, d a t a and i n f o r m a t i o n sy ste m s m u st be a d a p t a b l e to t h e c h a n g in g n e e d s . The p a n e l on M ethodology f o r S t a t i s t i c a l P r i o r i t i e s (1976) i n d i s c u s s i n g th e p ro b lem s o f th e d a t a and in f o r m a ­ t i o n sy ste m a l s o s t r e s s t h e im p o rta n c e o f d a t a u s e r s and d e c i s i o n m akers and t h e i r i n p u t i n e v a l u a t i n g d a t a and i n f o r ­ m a tio n and i n s e t t i n g s t a t i s t i c a l p r i o r i t i e s . The P a n e l "h as i d e n t i f i e d th e u s e f u l n e s s o f d a t a i n d e c i s i o n making as th e m ost i m p o r t a n t c r i t e r i o n i n s e t t i n g s t a t i s t i c a l p rio ritie s. I t f o llo w s t h a t l e a r n i n g who t h e d e c i s i o n makers a r e and d e v e lo p in g a m ethod f o r o r g a n i z i n g t h e i r d i v e r s e n e e d s i n t o m anag eable p a r t s a r e m a jo r s t e p s i n e s t a b l i s h i n g s ta tis tic a l p rio ritie s ." (pg. 2 3 ). T hus, th e o b j e c t i v e s o f t h e d e c i s i o n m akers and th e p ro b lem s to b e s o l v e d b y d e c i s i o n m akers ta k e s on s u b s t a n ­ t i a l im p o r ta n c e i n d i s c u s s i n g th e i n f o r m a t i o n and p r i c e d a t a sy ste m . I n o t h e r w o rd s , th e r e l i a b i l i t y o r a c c u r a c y o f d a t a and i n f o r m a t i o n a r e r e l a t e d to t h e d e c i s i o n f o r w hich th e d a ta w i l l be used. 61 3 .1 .2 C o n c e p tu a l O b s o le s c e n c e Dunn (1971) d i s c u s s e s two ty p e s o f i n f o r m a t i o n sy stem s t h a t h av e s e r v e d b u s i n e s s m anagers i n t h e p a s t . F irs t, t h e r e i s th e i n f o r m a t i o n sy ste m t h a t p r o v id e s s im p ly i n d i ­ c a to r s , e . g . , r a t e o f p ro d u c tio n , s a le s , e tc . E sse n tia lly , t h e s e i n d i c a t o r s p r o v id e s i g n a l s t h a t a r e u s e d i n m o n ito r in g and a d j u s t i n g th e p e rfo rm a n c e o f th e components o f t h e sy ste m . The se co n d ty p e o f i n f o r m a t i o n sy ste m i s more i n t e ­ g r a t i v e o f th e w hole sy ste m . T h is sy ste m g iv e s " e m p i r i c a l c o n t e n t to an image o f th e f u n c t i o n a l r e l a t i o n s h i p s t h a t d e f i n e th e t o t a l sy ste m i t s e l f . They p r o v id e an i n f o r m a t i o n b a s e f o r t o t a l sy ste m g u id a n c e and m anagem ent." 1971, pg. 4 6 ). (Dunn, T h is o r i e n t a t i o n a p p e a r s to b e p r i n c i p a l l y more o f a " s y s te m s " a p p ro a c h to t h e dev elo p m en t and m ain ­ te n a n c e o f an i n f o r m a t i o n and d a t a sy ste m . I n o t h e r w o rd s, Dunn seems to be s t r e s s i n g t h e im p o r ta n c e o f t h e i n t e r d e ­ p e n d e n c ie s o f th e com ponents o r t h e s u b - s y s te m s . The AAEA Committee on Economic S t a t i s t i c s (1 9 7 2 ), Dunn (1974) and Bonnen (1975) h av e r e c o g n i z e d th e em ergence o f c o n c e p u t a l o b s o le s c e n c e a s a d a t a sy ste m ag es and have d i s c u s s e d t h i s pro blem i n one form o r a n o t h e r . o b s o le s c e n c e can a r i s e from two s o u r c e s : C o n c e p tu a l 1) ch an g es i n th e i n s t i t u t i o n a l s t r u c t u r e o f a m a rk e t may r e s u l t i n th e mea­ s u r e d c o n c e p t no lo n g e r a d e q u a t e l y r e p r e s e n t i n g th e r e a l i t y i t p u r p o r t e d l y r e p r e s e n t s , a n d / o r 2) changes i n t h e p o l i c y 62 agenda o r p ro b lem s c o n f r o n t i n g d e c i s i o n m a k e rs. T hese p r o ­ blem s a r e o f t e n r e l a t e d , b u t n o t necessarily s o , and c a u s a l ­ i t y may r u n i n e i t h e r , o r b o t h , d i r e c t i o n s . F o r ex am p le, ch an ges i n th e i n s t i t u t i o n a l s t r u c t u r e may l e a d to a d i f ­ f e r e n t s e t o f p ro b lem s t o b e s o l v e d b y d e c i s i o n m a k e rs , o r ch an ges i n p ro b lem s to b e s o l v e d may l e a d to the. d ev e lo p m e n t o f d i f f e r e n t i n s t i t u t i o n a l a r r a n g e m e n ts , i . e . , chan ges i n re a lity . I t s h o u ld b e n o t e d i n F i g u r e 3 -1 t h a t any s e t o f d a t a i s t h e outcome o f a c o n c e p t u a l i z a t i o n o f r e a l i t y , th e o p er­ a t i o n a l i z a t i o n o f t h a t c o n c e p t and i t s s u b s e q u e n t m e a s u re ­ m ent. T h e r e f o r e , any d a t a w i l l , a b s t r a c t from r e a l i t y and as such we c a n n o t e x p e c t t h a t th e m e a su re d c o n c e p t w i l l b e a r a one to one c o r r e s p o n d e n c e w i t h r e a l i t y . However, we m ig h t e x p e c t t h e d a t a to become l e s s r e p r e s e n t a t i v e o v e r tim e i f th e c o n c e p t u n d e r l y i n g th e m easurem ent becom es le s s re p re se n ta tiv e of r e a lity . In l i g h t o f th e p re c e d in g , t h i s r e s e a r c h i s m o tiv a te d by th e p e r c e i v e d p ro b lem o f ch ang es i n th e m a rk e t s t r u c t u r e o f a g r i c u l t u r e r e s u l t i n g i n an i n c r e a s i n g l y s e r i o u s d i v e r ­ gence b etw een th e w o rld r e p r e s e n t e d and s e r v e d b y t h e e x i s t i n g p r i c e d a t a and i n f o r m a t i o n sy ste m and t h e s o - c a l l e d r e a l w o r ld , and th e d a t a n e e d s o f d e c i s i o n m a k e rs. T hus, changes i n t h e i n s t i t u t i o n a l s t r u c t u r e o f m a rk e ts and i n t h e p o l i c y agenda f a c i n g d e c i s i o n m akers g iv e r i s e to con ­ c e p t u a l o b s o le s c e n c e a s t h e o p e r a t i o n a l i z e d c o n c e p t u n d e r ­ l y i n g a g r i c u l t u r a l p r i c e d a t a may no lo n g e r p r o v i d e an 63 a c c u r a t e image o f t h e r e a l i t y p u r p o r t e d l y b e in g r e p r e s e n t e d and t h e u s e s o f p r i c e d a t a to m eet th e n e e d s o f th e d e c i s i o n m ak ers. Thus, a q u e s t i o n a r i s e s a s to w h e th e r th e c u r r e n t p r i c e d a t a and i n f o r m a t i o n sy ste m p r o v id e s d a t a t h a t a d d r e s s th e problem s o f d e c i s i o n m ak ers. A ls o , Dunn (1971) does n o t downplay th e im p o rta n c e o f p r o v id in g d a t a on " s im p le " economic i n d i c a t o r s , i n an i n t e ­ g r a t e d s t a t i s t i c a l sy ste m . He m a i n t a i n s t h a t t h e s e economic i n d i c a t o r s t h a t w i l l s e r v e th e n eed s o f m anagers p l a y a v e r y i m p o r ta n t r o l e i n th e i n t e g r a t e d s t a t i s t i c a l sy ste m . I n o t h e r w o rd s , he seems to b e a r g u in g t h a t th e developm ent o f an i n t e g r a t e d s t a t i s t i c a l sy stem r e q u i r e s r e l i a b l e i n p u t from th e v a r i o u s components o f t h a t sy stem i n c l u d i n g th e n eed s o f v a r i o u s m a n a g e r s . The in f o r m a t i o n sy stem framework w hich s t r e s s e s conc e p u t a l i z a t i o n , o p e r a t i o n a l i z a t i o n and m easurem ent le a d s one to view a c c u r a c y problem s i n a p r i c e d a t a and in f o r m a t i o n sy stem , and th u s a s o u r c e o f t h e i r s o l u t i o n i n d i f f e r e n t ways. The d a t a sy stem m ig h t sim p ly be c o n f r o n te d w i t h a m easurem ent pro b lem . One m ig h t assume a g iv e n u se o f p r i c e d a t a and a change i n m a rk e t s t r u c t u r e t h a t does n o t i n v a l i ­ d a t e th e c o n c e p t b u t i n c r e a s e s t h e d i f f i c u l t y o f m e a su rin g th e o p e r a t i o n a l l y d e f i n e d c o n c e p t. T h is s i t u a t i o n would sim p ly b e c l a s s i f i e d a s a m easurem ent p rob lem and would n e c e s s i t a t e a change i n s t a t i s t i c a l m easurem ent t e c h n iq u e s . For exam ple, t h e r e l e v a n t p o p u l a t i o n a c t o r s to sam p le, i . e . , th e a p p r o p r i a t e sa m p lin g fra m e, may change, o r i t may be 64 i n c r e a s i n g l y d i f f i c u l t to a t t a i n a s u f f i c i e n t l y l a r g e sam­ p l e s i z e to o b t a i n a d e s i r e d d e g r e e o f a c c u r a c y s l i c e due to " t h i n m a r k e t s , " e t c . E f f o r ts to in c r e a s e th e accuracy o f m e asu red d a t a m ost l i k e l y c o u ld d e r i v e a q u a n t i t a t i v e e s t i m a t e o f t h e i n c r e a s e i n p r e c i s i o n o b t a i n a b l e by g iv e n ch ang es on m easurem ent t e c h n i q u e s . The o t h e r form s o f o b s o l e s c e n c e , i . e . , c o n c e p u t a l and o p e r a t i o n a l a f f e c t th e r e l i a b i l i t y and a c c u r a c y o f t h e d a t a when u s e d i n d e c i s i o n m aking. F irst, t h e r e m ig h t b e th e change i n p r o d u c t i o n and m a r k e tin g t h a t s im p ly makes a t h e o ­ r e t i c a l c o n c e p t o r i t s o p e r a t i o n a l i z a t i o n outm oded. In o t h e r w o r d s , th e c o n c e p t t h a t l i e s b e h in d a p r e v i o u s m e a su re ­ m ent may no lo n g e r e x i s t i n r e a l i t y . Thus, an a n a l y s i s u s in g t h e new c o n c e p t and t h e o l d d a t a w o uld b e i n a c c u r a t e . G eithm an and M ario n (1978) seem t o be a d d r e s s i n g a c c u r ­ acy i n t h i s manner i n t h e i r c r i t i c i s m o f t h e u s e o f p r i c e d a t a from th e B ureau o f L abo r S t a t i s t i c s i n m a rk e t s t r u c t u r e a n a ly sis . F o r exam ple, a m a rk e t s t r u c t u r e a n a l y s i s t h a t c o n c e iv e s o f a g r i c u l t u r a l m a rk e ts as c h a r a c t e r i z e d by l a r g e p r ic e -a u to n o m o u s f i r m s , w ould b e i n a c c u r a t e l y a n a ly z e d from p r i c e d a t a c o l l e c t e d and r e p o r t e d as th o u g h th e p r i c e s w ere r e p r e s e n t a t i v e o f p r i c e d d e te r m in e d a t a l a r g e c e n t r a l a u c ­ t i o n w i t h many b u y e r s and s e l l e r s . The se co n d exam ple o f c o n c e p u t a l o b s o le s c e n c e l i e s i n t h e p r e s u m p tio n t h a t ch ang es i n t h e d e c i s i o n h o r i z o n and agenda f o r d e c i s i o n m akers make a g iv e n s e t o f d a t a and i n ­ f o r m a tio n l e s s u s e f u l o r l e s s a c c u r a t e . Thus a c c u r a c y o f 65 d a t a and in f o r m a t i o n i s r e l a t e d to th e a c c u r a c y i n u s e f o r a g iv e n d e c i s i o n . F or exam ple, a p r o d u c e r may n e e d d i f f e r ­ e n t ty p e s o f in f o r m a ti o n f o r b a r g a i n i n g f o r a p r e - s e a s o n c o n t r a c t th a n s e l l i n g on a d a i l y s p o t m a rk e t. T h erefo re, a p r i c e q u o t a t i o n f o r th e s e l l i n g p r i c e a t a s p e c i f i c l o ­ c a t i o n f o r a s p e c i f i c day w ould b e more a c c u r a t e f o r th e d e c i s i o n o f s e l l i n g to d a y th a n f o r th e d e c i s i o n to b a r g a i n fo r a p re-seaso n c o n tra c t. 3 .2 I n f o r m a t io n and D ata System Problem s The p r e c e d in g d i s c u s s i o n s t r e s s e s th e im p o rta n c e p la c e d on d e c i s i o n making when a n a ly z i n g an i n f o r m a t i o n and d a t a sy stem . T his s e c t i o n w i l l a t te m p t to a p p ly t h e fra m e ­ work to i n f o r m a t i o n and d a t a problem s t h a t e x i s t i n r e a l i t y . T his w i l l i n c lu d e a b r i e f p r e s e n t a t i o n o f some o f th e i s s u e s and c o m p le x i tie s t h a t a r e i n h e r e n t i n i n f o r m a t i o n and p r i c e d ata re se a rc h . 3.2.1 U sers and Uses o f P r i c e D ata Because p r i c e d a t a has i t s p rim a ry v a l u e i n th e con­ t e x t o f d e c i s i o n m aking, t h e d a t a o u tp u t m ust b e view ed i n r e l a t i o n t a th e u s e r ( th e d e c i s i o n m a k e r ) , t h e u s e ( th e d e c i s i o n s t h a t r e q u i r e p r i c e d a t a ) and th e a n a l y s i s p e r ­ formed on th e d a t a i n making th e d e c i s i o n . T h e r e f o r e , in d i s c u s s i n g th e p ro blem s o f t h e d a t a and in f o r m a t i o n sy stem , i t i s n e c e s s a r y to c o n s i d e r who u s e s p r i c e d a t a and f o r w hat p u rp o s e . In o t h e r w o rd s, w hat d e c i s i o n s r e q u i r e p r i c e d a ta ? 66 A ls o , i t i s l i k e l y t h a t p o i n t s o f c o n f l i c t b etw een u s e r s and u s e s may e x i s t and s h o u ld t h e r e f o r e b e made e x p l i c i t . As was d i s c u s s e d i n th e p r e v i o u s c h a p t e r , econom ic t h e o r y p o s i t s t h r e e p r im a r y f u n c t i o n s t h a t p r i c e p e r f o r m s : 1) t h e a l l o c a t i o n o f r e s o u r c e s among a l t e r n a t i v e u s e s , 2) th e d i s t r i b u t i o n o f t h e c o s t s and r e t u r n s from r e s o u r c e u s e , and 3) t h e e q u i l i b r a t i o n o f m a rk e t s u p p ly and demand. I t s h o u ld b e remembered t h a t i n th e a b s t r a c t econom ic model w here th e a s s u m p tio n s a r e m e t, i . e . , th e a s s u m p tio n s o f p e r f e c t know ledge and f o r e s i g h t w h ich n e g a t e th e e x i s t e n c e o f u n c e r t a i n t y , t h a t i n f o r m a t i o n i s n o t a v a l u a b l e commodity. I n f o r m a t io n becomes a v a l u a b l e commodity i n th e f a c e o f u n­ c e r t a i n s t a t e s o f n a t u r e o r e v e n ts w hich e x i s t i n r e a l w o rld m a r k e ts . A ls o , econom ic th e o r y makes r i g i d a s s u m p tio n s a b o u t t h e tim in g o f t h e a v a i l a b i l i t y o f p r i c e i n f o r m a t i o n . I n o t h e r w o rd s, w i t h p e r f e c t know ledge and f o r e s i g h t a l l f u t u r e s t a t e s a r e a p p r o p r i a t e l y d i s c o u n t e d and a r e r e f l e c t e d in th e p r i c e . A g ain , t h e s e a s s u m p tio n s do n o t conform to r e a l w o rld e v e n ts and one m ust d e a l w i t h i n f o r m a t i o n as a v a l u a b l e commodity b e c a u s e o f th e e x i s t e n c e o f u n c e r t a i n t y . The a c q u i s i t i o n and d i s s e m i n a t i o n o f d a t a and i n f o r ­ m a tio n i n v o l v e s p o i n t s o f c o n f l i c t b etw e en p a r t i c i p a n t s t h a t a l s o m u st b e c o n s i d e r e d . R ie m e n sc h n e id e r CL977) i n r e v ie w ­ in g t h e l i t e r a t u r e on econom ics and in f o r m a t i o n p o i n t s o u t t h a t th e j u s t i f i c a t i o n o f p u b lic p ro v is io n o f d a ta i s r e ­ l a t e d to th e f a c t t h a t d a t a and i n f o r m a t i o n a r e c h a r a c t e r ­ i z e d by h i g h e x c l u s i o n c o s t s and n o n a p p r o p r i a b i l i t y o f t h e 67 r e t u r n s o f i n f o r m a t i o n s u p p ly . A lso th e i n c e n t i v e t o s u p p ly i n f o r m a t i o n and, t h e a b i l i t y to c a p t u r e th e re w a rd s i s r e ­ l a t e d to m a rk e t s t r u c t u r e , i . e . , a m o n o p o lis t may b e a b l e to a p p r o p r i a t e t h e r e t u r n s to i n f o r m a t i o n p r o d u c t i o n and d iss e m in a tio n . T h is s i t u a t i o n p o se s p roblem s i n terras o f th e p o t e n t i a l u s e o f monopoly power to g a i n a d v a n ta g e o v e r t h e l e s s w e l l in fo rm e d by n o t p r o v i d i n g i n f o r m a t i o n , o r p r o ­ v id in g b ia s e d in fo rm a tio n w ith th e subsequent im p lic a tio n s o f d i s t o r t i n g m a rk e t r e l a t i o n s h i p s . In o t h e r w o rd s, i n f o r m a t i o n as a commodity f a l l s i n t h a t c l a s s o f goods f o r w hich a m a rk e t p r i c e may n o t e x i s t . More i m p o r t a n t l y , f o r th e p u b l i c s e c t o r ' s u s e o f in f o r m a t i o n and d a t a , t h e r e may be a d iv e r g e n c e b etw een t h e p r i v a t e b e n e f i t s and s o c i a l b e n e f i t s , and t h e r e f o r e a d iv e r g e n c e b etw een t h e o p tim a l l e v e l o f in f o r m a t i o n f o r p r i v a t e u s e and in fo rm a tio n f o r p u b lic u se. T h is i s e s s e n t i a l l y th e a g r u - ment r e g a r d i n g th e p o t e n t i a l m is u s e o f monopoly power v i a in fo rm a tio n a d v a n ta g e s. I n g e n e r a l , th e arg um ent f o r p u b l i c p r o v i s i o n o f i n ­ f o r m a tio n stem s from th e f a c t t h a t a l a r g e number o f s m a ll f irm s w i l l u n d e r s u p p ly i n f o r m a t i o n p r o d u c t i o n and d is s e m in a ­ tio n . T h is i s p r i n c i p a l l y a r e s u l t o f th e n o n - a p p r o p r i a b i l ­ i t y o f t h e r e t u r n s to i n f o r m a t i o n s u p p ly . I n o t h e r w o rd s, i n f o r m a t i o n once i t h a s b e e n p ro d u c e d i s c h a r a c t e r i z e d by h ig h e x c lu sio n c o s ts , i . e . , once t h e i n f o r m a t i o n h a s b ee n p ro d u c e d and a c t e d upon i t i s d i f f i c u l t and c o s t l y to e x ­ c lu d e o t h e r s from th e know ledge o r from t h e i n f o r m a t i o n . 68 T hus, s m a ll f ir m s w i l l p ro d u c e l e s s th a n i s s o c i a l l y o p tim a l. L a r g e r f ir m s w ould te n d to p r o d u c e i n f o r m a t i o n b e c a u s e th e y c o u ld c a p t u r e th e b e n e f i t s , nam ely th r o u g h i n t e r n a l i ­ z a t i o n , i . e . , n o t l e t t i n g th e i n f o r m a t i o n become p u b l i c , and by t h e f a c t t h a t th e p r o d u c t i o n and d i s s e m i n a t i o n o f i n f o r ­ m a tio n a r e c h a r a c t e r i z e d by d e c r e a s i n g c o s t c o n d i t i o n s , i.e., s u b s t a n t i a l s e t up c o s t s . T h u s, i t a p p e a r s t h a t a t one e x tre m e t h e r e i s an arg um ent f o r p u b l i c i n f o r m a t i o n p r o d u c t i o n and d i s s e m i n a ­ tio n , i . e . , th e c a s e w here th e m a rk e t i s d o m in a te d by a l a r g e number o f s m a ll f irm s t h a t r e s u l t s i n an u n d e r s u p p ly o f in fo rm a tio n . I n th e m id d le r a n g e , one m ig h t e x p e c t t h e l a r g e r f ir m s to s u p p ly t h e i n f o r m a t i o n and a d e g r e e o f com­ p e t i t i o n w ould e n s u r e t h a t t h e i n f o r m a t i o n s u p p l i e d was u n ­ b i a s e d (W illia m so n , 1 9 7 5 ). At th e o t h e r end o f th e c o n t i n ­ uum w here t h e m a rk e ts a r e d o m in ated by l a r g e m o n o p o l i s t i c f i r m s , th e f ir m s m ig h t p r e s e n t b i a s e d i n f o r m a t i o n , o r n o t make r e l e v a n t i n f o r m a t i o n a v a i l a b l e . it, As W illia m so n s t a t e s t h e s e f ir m s m ig h t p r a c t i c e " o p p o r tu n is m w i t h g u i l e , " The argu m en t f o r p u b l i c p r o v i s i o n may a r i s e b u t i t w i l l be q u a l i t a t i v e l y d i f f e r e n t th a n i n t h e c a s e o f a l a r g e number o f s m a ll f i r m s . In t h e m o n o p o l i s t i c c a s e t h e p u b l i c s e c t o r m ig h t w ant i n f o r m a t i o n f o r r e g u l a t o r y p o l i c i e s o r to m o n ito r th e p e rfo rm a n c e o f t h e l a r g e f i r m s , w h ile i n t h e s m a ll numbers c a s e th e i n f o r m a t i o n m ig h t b e d i s s e m i n a t e d to a i d in reso u rce a llo c a tio n d e c isio n s. 69 I n g e n e r a l t e r m s , th e c o n f l i c t betw een p a r t i c i p a n t s may be i d e n t i f i e d by r e f e r r i n g to F ig u r e 3 -2 . E s se n tia lly , in f o r m a t i o n and d a t a may b e u s e d by t h e p u b l i c s e c t o r o r th e p riv a te se c to r. A lso , d a t a may b e p u b l i c l y s u p p l i e d , e . g . , USDA a g r i c u l t u r a l d a t a , o r i t may be p r i v a t e l y s u p p l i e d as th e d i s c u s s i o n above i l l u s t r a t e d . FIGURE 3-2 P u b l i c Vs. P r i v a t e D ata Use D ata Use P u b lic P riv a te P u b lic (1) (2) P riv a te (3) (4) Assuming t h a t t h e q u e s t i o n o f t h e g o v e rn m e n t's r i g h t to such in f o r m a t i o n i s r e s o l v e d , box (1) p o se s no s u b s t a n ­ t i a l p ro blem s i n term s o f c o n f l i c t . Box (3) may a l s o be c o n s id e r e d a r e l a t i v e l y c o n f l i c t f r e e s i t u a t i o n . I t s h o u ld b e n o t e d , how ever, t h a t t h e b e n e f i t s a c c r u in g to th e p a r t i c ­ i p a n t s from th e p r i v a t e u s e o f p u b l i c d a t a may be b i a s e d i n f a v o r o f o r g a n i z a t i o n s t h a t have g r e a t e r a n a l y t i c a l c a p a ­ b ilitie s, i.e ., a n a ly sts. l a r g e f ir m s t h a t can h i r e more h i g h l y t r a i n e d I n f a c t , a s tu d y by th e Government A ccou nting O f f i c e Cl978) p o i n t e d o u t t h a t m ost a g r i c u l t u r a l p r o d u c e r s f e e l t h a t th e governm ent r e p o r t i n g o f m a rk e t c o n d i t i o n s , 70 i,e,, cro p r e p o r t s , e t c , , i s to t h e d is a d v a n ta g e o f th e grow er v i s a v i s b u y e r . The p r i n c i p a l a r e a s o f c o n f l i c t seem to e x i s t i n boxes (2) and ( 4 ) . E s s e n t i a l l y , box (2) i s a p r i v a t e v s . p u b l i c r i g h t t o in f o r m a t i o n . An an exam ple, p r o c e s s o r s may f e l l t h a t th e p u b l i c s e c t o r h a s no r i g h t to i n f o r m a t i o n on t h e i r o p e r a ­ t i o n s o r th e i n f o r m a t i o n t h a t th e y h a v e a c q u i r e d on th e s t a t e o f t h e m a rk e t, o r p r o d u c e r s and t h e i r a s s o c i a t i o n s may f e e l t h a t th e p u b l i c s e c t o r h a s no r i g h t to d a t a on t h e i r income. Box ( 4 ) , on th e o t h e r hand , i s e s s e n t i a l l y a c o n f l i c t betw een th e p a r t i c i p a n t s i n th e p r i v a t e s e c t o r . P ro d u c e rs and t h e i r a s s o c i a t i o n s may w ant more d a t a and i n f o r m a t i o n on th e p r o c e s s o r s and r e t a i l e r s ' o p e r a t i o n s , p r a c t i c e s and d e­ mand e s t i m a t e s w h ile t h e p r o c e s s o r s and r e t a i l e r s may con­ s id e r t h i s s o le ly p r o p r ie ta r y in fo rm a tio n . I t m ig h t a l s o be th e c a s e t h a t d e te r m in in g w hich i n ­ f o rm a tio n and d a t a a r e to be p r e s e n t e d , i . e . , who and w hat a r e to be s e r v e d , w i l l be compounded i n d i f f i c u l t y when we c o n s i d e r t h a t th e a l l o c a t i o n o f r e s o u r c e s to d a t a and i n f o r ­ m a tio n c o l l e c t i o n and d i s s e m i n a t i o n m ust ta k e p l a c e h o r i z o n ­ t a l l y a c c r o s s th e m a rk e t a l s o . In o t h e r w ord s, th e q u e s t i o n o f who and w h at d e c i s i o n s a r e to b e g iv e n p r e f e r e n c e i n p r i c e d a t a and i n f o r m a t i o n r e p o r t i n g may a r i s e w i t h i n a s i n g l e l e v e l o f th e m a rk e t, e . g . , a c r o s s a m a rk e t a t th e w h o le s a le l e v e l . Thus, t h e a l l o c a t i o n pro blem , i . e . , ch o o sin g among com peting u s e s i n d a t a and i n f o r m a t i o n c o l l e c t i o n and d i s ­ s e m in a tio n may be viewed as a th re e -w a y a l l o c a t i o n : 71 1) p r i v a t e v s . p u b l i c , 2). p r i v a t e v s , p r i v a t e v e r t i c a l l y b etw e en d i f f e r e n t l e v e l s i n t h e m a r k e t, i . e . , b u y e r s and s e l l e r s , o r 3) p r i v a t e v s , p r i v a t e h o r i z o n t a l l y w i t h i n a s i n g l e l e v e l , i , e , , b etw e en p r o d u c e r s . As was p o i n t e d o u t i n t h e p r e c e d i n g c h a p t e r , t h i s r e s e a r c h e m p h asiz es t h e p r i ­ v a te use of t h e p u b l i c d a t a and. i n f o r m a t i o n s y s te m , and i t a l s o p r i n c i p a l l y s t u d i e d t h e p o t e n t i a l co m p etin g u s e s w i t h i n a h o r i z o n t a l l e v e l o f t h e m a r k e t, i . e . , th e p r o d u c e r u s e s i n t h e d i f f e r e n t p o t a t o m a rk e ts ( t a b l e s t o c k , p r o c e s s i n g and seed ). 3.2.2 D e f in in g th e P r i c e D a ta and I n f o r m a t i o n System P roblem The p r e c e d i n g i l l u s t r a t e s t h e p o t e n t i a l p ro b lem s i n p r e c i s e l y d e f i n i n g th e p ro b le m w i t h an i n f o r m a t i o n and p r i c e d a t a sy ste m . The q u e s t i o n s t h a t a r i s e a r e v a r i e d : 1) who s h o u ld b e s e r v e d , 2) w hat d e c i s i o n s s h o u ld t a k e p r e c e d e n c e , 3) s h o u ld t h e p u b l i c o r p r i v a t e s e c t o r s u p p ly th e d a t a and i n f o r m a t i o n , 4) how much d a t a and i n f o r m a t i o n s h o u ld b e s u p p l i e d by th e p u b l i c s e c t o r , 5) a r e t h e d a t a and in f o r m a t i o n s y ste m p ro b lem s m easurem ent p r o b le m s , o p e r a ­ t i o n a l i z a t i o n p ro b lem s o r a r e th e y c o n c e p tu a l p r o b le m s ? , e t c . Bonnen and R ie m e n s c h n e id e r (1978) p o i n t o u t t h a t i n ­ f o r m a tio n s y ste m p ro b lem s te n d t o be i l l - s t r u c t u r e d p r o ­ blem s g iv e n t h e c u r r e n t s t a t e o f k now ledge. Ill-stru c tu re d p ro b lem s a r i s e when d e c i s i o n m akers a r e u n c e r t a i n a b o u t t h e i r a c t s o r th e s t a t e o f n a t u r e , and w i t h su c h p ro b lem s " th e g r e a t e s t d i f f i c u l t y in th e s o lu tio n l i e s i n a c t u a l l y 72 d e f i n i n g th e p ro b lem " (pg. 4 ) . S o lu tio n s to th e s e p ro b lem s o f t e n r e q u i r e m u l t i - d i s c i p l i n a r y r e s e a r c h e f f o r t s and " t h i s ty p e o f i n q u i r y sy ste m i s s i m i l a r to w hat can b e th o u g h t o f as th e sy ste m s a p p r o a c h " (pg. 4 ) . I t i s t h e sy ste m s a p p ro a c h t h a t u n d e r l i e s t h e i n f o r m a t i o n sy ste m fram ew ork, and th e g o a l s and v a l u e s o f th e d e c i s i o n m aker m ust b e r e f l e c t e d i n t h e d e s ig n o f t h e i n f o r m a t i o n sy ste m . Thus, t h e i n f o r m a t i o n s y ste m fram ew ork w ould g u id e r e s e a r c h t o an i d e n t i f i c a t i o n o f th e n e e d s o f t h e d e c i s i o n m akers i n t h e i r u s e o f d a t a and i n f o r m a t i o n . 'The fo c u s o f th e r e s e a r c h e f f o r t w ould be on t h e o b j e c t i v e s o f th e o r g a n ­ i z a t i o n s t h a t a r e i n v o l v e d i n u s i n g th e p r i c e d a t a and i n ­ f o r m a tio n . The P a n e l on t h e M ethodology f o r S e t t i n g S t a t ­ is tic a l P rio ritie s (1976) i n a d d r e s s i n g t h e q u e s t i o n o f s e t t i n g p r i o r i t i e s w i t h i n a d a t a s y ste m s t a t e t h a t th e p r o c e s s o f s e t t i n g p r i o r i r i t e s i n v o l v e s g o in g beyond who u s e s th e d a t a s y s te m to su c h q u e s t i o n s as w hat d e c i s i o n s a r e to b e s e r v e d by t h e d a t a sy ste m and t h e r e f o r e , w h at d a t a are a c tu a lly needed. The a p p ro a c h ta k e n i n t h i s r e s e a r c h p r o j e c t m ig h t b e e s s e n t i a l l y c l a s s i f i e d as t h e f i r s t s t e p i n t h e sy stem s a p p ro a c h , M anetsch and P a r k (1974) s t a t e t h a t th e f i r s t s t e p i n sy ste m s a n a l y s i s r e q u i r e s th e i d e n t i f i c a t i o n o f u s e r s ’ n eeds, i . e . , needs a n a ly s is . In a d d itio n , th is r e s e a r c h i s e s s e n t i a l l y a c a s e s tu d y c f an i n f o r m a t i o n sy ste m s i n c e i t c o n c e n t r a t e s on one commodity and f o c u s e s on one s e t o f i n f o r m a t i o n u s e r s . S a l t e r (1948) d e fe n d s th e 73 c a s e a p p ro a c h t o r e s e a r c h by a r g u in g t h a t i t i s a v i a b l e and d e s i r a b l e a p p ro a c h when one w an ts t o c a r e f u l l y s p e c i f y t h e sy ste m and t o s t u d y th e c o m p lic a te d i n t e r a c t i o n s o f th e p a r t s to c l o s e t h e " s e q u e n t i a l g a p s " i n t h e " u n i t o f a c t i o n s " e x p e r i e n c e (pg. 7 1 ) . I n o t h e r w o rd s, t h e c a s e s tu d y a p p ro a c h i s u s e f u l when one w an ts to se e k o u t p o t e n t i a l l y i m p o r t a n t i n t e r d e p e n d e n c i e s b etw e en com ponents i n th e sy ste m . G iven th e i l l - s t r u c t u r e d n a t u r e o f th e p ro b lem p r e ­ s e n t e d above and th e g o a l o f i d e n t i f y i n g th e i m p l i c a t i o n s o f m a rk e t s t r u c t u r e f o r th e p r i c e d a t a and i n f o r m a t i o n sy stem f o r a s e t o f u s e r s , i t was f e l t t h a t a c a s e s tu d y w ould p r o v id e t h e m ost m e a n in g f u l r e s u l t s . . 3 .3 3.3.1 A M arket and I n f o r m a t i o n System A M arket System i n A g r i c u l t u r e - P r i c i n g P o i n t s I t i s h e l p f u l to view t h e m a rk e t sy ste m and i t s p a r ­ t i c i p a n t s i n te rm s o f th e f u n c t i o n s p e rfo rm e d o r th e r o l e s t h a t each a c to r perfo rm s. F ig u r e 3-3 g i v e s a b r i e f o u t l i n e o f a m a rk e t sy ste m and t h e a c t o r s i n th e sy ste m . The p u r ­ p o se o f t h e d ia g ra m i s t o show some o f t h e v a r i e t y i n m ar­ k e t i n g c h a n n e ls o r m a r k e tin g p r a c t i c e s t h a t m ig h t e x i s t i n an a g r i c u l t u r a l m a rk e t and t o i d e n t i f y p r i c i n g p o i n t s i n th e m a rk e t. The h ea v y s o l i d l i n e s i n d i c a t e s e l l i n g a r ra n g e m e n ts w here g ro w ers s e l l d i r e c t l y to a n o t h e r p a r t y . In o th e r w o rd s, t h e p r o d u c t and o w n ersh ip o f t h e p r o d u c t i s 74 FIGURE 3-3 P r i c i n g P o i n t s I n An A g r i c u l t u r a l M arket INPUT SUPPLIERS P R O D U C E R S 1 AGENTS, BROKERS V IN i PRODUCER ORGANIZATIONS ( B a r g a in in g A s s o c /C o o p e r a tiv e s ) _______ -........... . L tn b u to rs RETAIL STORES PROCESSORS |3 \ WHOLESALERS { \ { RETAIL STORES y ______________ CONS UME RS GROWERS 75 t r a n s f e r r e d d i r e c t l y b e tw e e n th e g ro w er and t h e b u y e r w i t h no more i n t e r m e d i a r i e s . T hus, i t w ould seem to b e r e l a t i v e l y e a s y t o i d e n t i f y and m easu re a farm g a t e p r i c e . one q u a l i f i c a t i o n t h a t m ust b e a d d r e s s e d , T h ere i s The c a s e w here th e p r o d u c e r p e r f o rm s f u n c t i o n s beyond p r o d u c t i o n and h a r ­ v e s t i n g su c h as w a s h in g , g r a d in g and p a c k in g s t i l l p o s e s a p ro b lem f o r i d e n t i f y i n g a homogenous p r o d u c t . In o th e r w o rd s, t h e p r i c e p a i d to t h e g row er r e p r e s e n t s m a rk e t r e ­ tu r n s f o r p e r f o rm in g f u n c t i o n s beyond t h a t o f th e p r o d u c t i o n o f p o ta to e s. The arro w s i n e a c h c a s e i n d i c a t e t h e p o i n t w here a p r i c e may b e d e te r m in e d . Thus, c o n c e iv a b ly a p r i c e c o u ld b e m e a su re d a t t h e s e p o i n t s . However, d e te r m in in g w hat th e p r i c e r e f l e c t s a t t h e s e p o i n t s i s more d i f f i c u l t i n th o s e c a s e s w here t h e d a s h e d l i n e s a r e drawn. F o r exam ple, th e a g e n t / b r o k e r c l a s s o f a c t o r s and t h e p r o d u c e r o r g a n i ­ z a t i o n s c o m p lic a te th e m eaning o f a p r i c e .quote. I t is not c l e a r i n p r a c t i c e e x a c t l y w hat f u n c t i o n s a r e b e i n g rem u n e r­ a t e d by th e p r i c e and i t may n o t be c l e a r w h ich a c t o r makes th e s e l l i n g d e c i s i o n . The p r i n c i p a l g o a l o f F i g u r e 3-3 i s to g i v e an i n d i c a t i o n o f t h e d i f f e r e n t m a r k e tin g a rra n g e m e n ts co n­ f r o n t i n g a p r o d u c e r i n s e l l i n g th e p r o d u c t . The p r i c e e s t i m a t i o n and r e p o r t i n g p ro b le m , from p u r e l y a m e a s u re ­ ment s t a n d p o i n t , th e n i n v o l v e s s t a n d a r d i z i n g th e p r o d u c t f o r w h ich p r i c e i s to b e r e p o r t e d to some a c c e p t a b l e d e g r e e of erro r. T h is in v o l v e s d e f i n i n g t h e p r o d u c t a t th e p o i n t 76 of sa le , i . e . , i d e n t i f y i n g f u n c t i o n s t h a t h av e a l t e r e d th e p r o d u c t , and i d e n t i f y i n g th e f u n c t i o n s t h a t h a v e b e e n p e r ­ form ed b y v a r i o u s a c t o r s i n moving th e p r o d u c t th r o u g h th e v e r t i c a l m a r k e tin g p r o c e s s , i . e . , t r a n s p o r t a t i o n , a s se m b ly , e t c . , so t h a t a common p o i n t o f s a l e may b e i d e n t i f i e d . T h is i n e s s e n c e i s w h at one m ig h t c a l l t h e d a t a c o l l e c t i o n a g e n c y 's m easurem ent and o p e r a t i o n a l i z a t i o n p ro b lem . 3.3.2 M ark et I n f o r m a t i o n System - th e A c to r s and t h e i r F u n c tio n s I f we expand th e m a rk e t sy ste m d ia g ra m and e x p l i c i t l y i n c l u d e i n f o r m a t i o n as p a r t o f th e s y ste m , t h e number o f a c to rs in c r e a s e s . I n t h i s expanded m a rk e t and i n f o r m a t i o n sy ste m th e p r im a r y o u t p u t i s i n f o r m a t i o n . T h is v ie w i s s i m i l a r to C o x 's s u g g e s t i o n o f v ie w in g t h e s y ste m as c h a n n e ls th r o u g h w hich i n f o r m a t i o n i s p a s s e d . T h erefo re, some o f th e r e l e v a n t a c t o r s may n o t b e i n v o l v e d w i t h p h y s ­ i c a l l y moving o r t r a n s p o r t i n g th e p r o d u c t . F i g u r e 3 -4 r e p r e s e n t s thfe m a rk e t and i n f o r m a t i o n sy ste m e x i s t i n g f o r an a g r i c u l t u r a l commodity. The m a rk e t and i n f o r m a t i o n sy stem a r e b r o k e n i n t o f o u r g ro u p s i n F i g u r e 3 - 4 . T h is f i g u r e i s m ean t t o i l l u s t r a t e a l l o f t h e p o s s i b l e a c t o r s i n a d a t a and i n f o r m a t i o n s y ste m f o r a s i n g l e commodity and t h a t a l l o f t h e s e a c t o r s a re in te rd e p e n d e n t. T hus, t h e f o u r t h box i s m eant to i n ­ c l u d e th o s e g ro u p s and i n d i v i d u a l s t h a t may b e r e l a t e d i n ­ d i r e c t l y to t h e s i n g l e commodity u n d e r c o n s i d e r a t i o n . The 77 FIGURE 3 -4 A M ark et I n f o r m a t i o n System D ata S u b -sy ste m : ESCS - S t a t i s t i c s AMS - M ark et News A n a la y sis: P u b lic S ecto r \ A gents D ata S u b -sy s te m : \ B ro k e rs I B a r g a in in g A sso c. A n a ly s is: I C o o p e r a tiv e s ✓ N ewspapers D e c is io n Making: | M agazines I T rad e A ssoc. / E tc . P riv a te S ecto r (In fo rm a tio n S p e c ia lists) ESCS - Economics AMS - M arket News mciyn i sMaker3 tra to rs D e c is io n M aking: j/ A P odU E tc . D ata S u b -sy ste m : A n a ly sis: D e c is io n Making: D ata S ubsystem A n a ly s is D e c is io n Making P ro d u c e r s Buyers ( r e t a i l p ro cesso rs sh ip p e rs w h o le sa le rs) Consumers Etc. A Commodity M a rk e t O th e r / Commodity M a rk e ts 78 p r i n c i p a l i n t e r e s t f o r t h i s s tu d y l i e s w i t h th e f i r s t t h r e e boxes. The f i r s t box r e p r e s e n t s t h e p u b l i c s e c t o r . W ith in t h i s s e c t o r t h e r e a r e two b a s i c o r g a n i z a t i o n s m anaging d a t a s u b - s y s te m s : S e rv ic e , ESCS: S t a t i s t i c s and A g r i c u l t u r a l M a rk e tin g T hese d a t a may b e p r e s e n t e d d i r e c t l y to t h e p r i ­ v a t e s e c t o r w i t h o u t an a n a l y s i s a s t y p i c a l l y i n ESCS: S t a t i s t i c s p u b l i c a t i o n s , - - o r t h e s e d a t a may be p r e s e n t e d accom panied by an a n a l y s i s as commonly done i n AMS M arket News S e r v i c e o r p u b l i c a t i o n s from ESCS: E conom ics. T hese d a t a may th e n be f u r t h e r a n a ly z e d by p r i v a t e m a rk e t p a r t i c ­ i p a n t s i n d e c i s i o n making p r i o r to p r e s e n t a t i o n to ad d ­ itio n a l u se rs. The se c o n d box i l l u s t r a t e s a c l a s s o f p a r t i c i p a n t s t h a t m ig h t b e c o n s i d e r e d as b e i n g p r i n c i p a l l y i n th e d a t a and i n f o r m a t i o n b u s i n e s s . I n o t h e r w o rd s, t h e s e f i r m s , g ro u p s o r i n d i v i d u a l s a r e h e a v i l y in v o lv e d i n c o l l e c t i n g , a n a l y z i n g and r e p o r t i n g d a t a and i n f o r m a t i o n . T h is c l a s s o f p a r t i c i p a n t s may u s e d a t a and i n f o r m a t i o n from th e p u b l i c s e c t o r o r th e y may e s t i m a t e t h e i r own. In a d d i t i o n , t h i s d a t a and i n f o r m a t i o n may be s u p p l i e d to t h e m a rk e t p a r t i c i ­ p a n t s d i r e c t l y o r i t may be accom panied by an a n a l y s i s . A n o t e i s i n o r d e r r e g a r d i n g an i l l - d e f i n e d s e t o f a c t o r s , nam ely t h e s h i p p e r , w h o l e s a l e r , d i s t r i b u t o r , a g e n t / b r o k e r group and t h e c o o p e r a t i v e s . I n F i g u r e 3 -4 a g e n ts and b r o k e r s w ere p l a c e d i n th e i n f o r m a t i o n f u n c t i o n c a te g o r y w h i l e s h i p p e r s , w h o l e s a l e r s and d i s t r i b u t o r s w ere p la c e d 79 i n t h e m a rk e t c a t e g o r y . The l o g i c o f t h i s l i e s w i t h th e a s s u m p tio n t h a t t h e a g e n ts and b r o k e r s p r o v i d e o n ly an i n f o r m a t i o n f u n c t i o n , i . e . ' , c o n n e c t b u y e r s and s e l l e r s , and th e y do n o t h a n d l e t h e p r o d u c t . S h i p p e r s , w h o l e s a l e r s and d i s t r i b u t o r s a r e assum ed to p r o v i d e more f u n c t i o n s th a n i n ­ f o r m a tio n s e r v i c e s . C o o p e r a tiv e s w ere p l a c e d i n b o t h c a t e g o r i e s b e c a u s e o f th e r a n g e o f a c t i v i t i e s i n w h ich th e y a r e i n v o lv e d . Some c o o p e r a t i v e s p r i n c i p a l l y p r o v id e i n f o r m a t i o n s e r v i c e s w h i l e o t h e r s a r e in v o lv e d i n p r o c e s s i n g and d i s t r i b u t i o n . I n o p e r a t i n g m a rk e ts t h e s e c l a s s i f i c a t i o n s a r e more d iffic u lt. T h is i s p a r t i c u l a r l y th e c a s e r e g a r d i n g th e s h i p p e r , d i s t r i b u t o r , w h o l e s a l e r , b r o k e r / a g e n t g ro u p . It seems t h a t t h e s e t i t l e s a r e u s e d d i f f e r e n t l y by d i f f e r e n t in d iv id u a ls. T h u s , a b r o k e r may o n ly p r o v id e in f o r m a t i o n i n t h e ey es o f one i n d i v i d u a l b u t to a n o t h e r th e te rm may b e a p p l i e d to a p a r t i c i p a n t t h a t ta k e s t i t l e , s t o r e s , w ashes and p a c k s t h e p r o d u c t p r i o r to r e s e l l i n g i t . The m a rk e t p a r t i c i p a n t s a r e t h o s e whose p r i n c i p a l a c t i v i t y i n t h e s y ste m i s h a n d l i n g th e p r o d u c t a t some p o i n t from p l a n t i n g t o co n su m p tio n . I n a d d i t i o n , t h i s group h a s d e c i s i o n m akers t h a t a c t on t h e d a t a and i n f o r m a t i o n t h a t i s a v a i l a b l e t o them. T h is a c t i o n in v o l v e s an a n a l y s i s f u n c ­ t i o n p e rfo rm e d on th e b a s i c d a t a t h a t i s a v a i l a b l e . Thus, p r i v a t e d e c i s i o n m akers m ig h t be th o u g h t o f as u s i n g an a n a l y t i c a l fram ew ork t h a t p ro d u c e s i n f o r m a t i o n from d a t a . 80 As i m p l ie d by t h e arro w s on t h e l e f t h and s i d e o f th e d ia g ra m , i n f o r m a t i o n and d a t a flo w b o t h w ays, i . e . , betw een t h e p a r t i c i p a n t s i n ea ch o f t h e b o x e s . I t s h o u ld a l s o b e n o te d t h a t d a t a and i n f o r m a t i o n f lo w b a c k and f o r t h b etw een a c to r s in each o f th e b oxes. F u r th e r m o r e , d a t a and i n f o r ­ m a tio n flo w b ack and f o r t h b etw e en a c t o r s w i t h i n . e a c h c a t e ­ g o ry . F o r exam ple, p r i c e d a t a and i n f o r m a t i o n flo w b etw een p r o d u c e r s , b etw een p r o d u c e r s and th e b u y e r s , e t c . 3.3.3. A P ro d u c e r D e c is io n S t r u c t u r e T h is r e s e a r c h e v a l u a t e s th e p r i c e d a t a and i n f o r m a t i o n sy stem from th e p e r s p e c t i v e o f M ic h ig an p o t a t o p r o d u c e r s . Inasmuch as th e i n f o r m a t i o n sy stem fram ew ork e m p h asiz es t h e im p o rta n c e o f d e c i s i o n making i n e v a l u a t i n g an o p e r a t i n g p r i c e d a t a and i n f o r m a t i o n s y s te m , one m ust d e a l d i r e c t l y w i t h th e d e c i s i o n s c o n f r o n t i n g th e p o t a t o p r o d u c e r . F ig u r e 3-5 p r e s e n t s a h y p o t h e t i c a l d e c i s i o n s t r u c t u r e fo r a p o ta to producer. T h is f i g u r e m ig h t b e view ed as an e x t e n t i o n and e l a b o r a t i o n o f th e u sa g e o f p r i c e d a t a as p o s i t e d by eco no m ics, and i t does n o t n e c e s s a r i l y im p ly d i f ­ f e r e n t m o t i v a t i o n s th a n econom ics assum es. F o r exam ple, i t i s p o s s i b l e to assume t h a t th e p r o d u c e r i s p r i n c i p a l l y i n ­ t e r e s t e d i n m ax im izing r e t u r n s . F u rth e r, each d e c is io n i n ­ v o lv e s a c h o ic e and th e c h o ic e i n v o l v e s a d e c i s i o n r e g a r d i n g th e a l l o c a t i o n o f r e s o u r c e s . F o r ex am p le, a d e c i s i o n b e ­ tw een p r i c e d is c o v e r y mechanisms in v o lv e s an a l l o c a t i o n d e c i s i o n to t h e e x t e n t t h a t e a c h p r i c e d i s c o v e r y u t i l i z e s FIGURE 3-5 A Hypothetical Decision Structure for a Producer P ro d u c e r 1/ —P ro d u ce— - > NO YES NO I amount p l a n t a n o t h e r cro p C leav e Id le liq u id a te Y SS ( Con : r a c t in d iv id u a l' nego­ tia tio n g ro u p n e g o t i a t i o n how much t o c o n t r a c t how much t o p ro d u c e >YES V I how much t o p ro d u ce. when t o p l a n t 'I/ when to h a r v e s t Where to s e l l I T a b le s to c k P ro c essin g ♦ I s to r e p o ta to e s YESI I J el Si s to r e p o ta to e s *no YES' p ric e d is ­ c o v e ry to u s e , and form to s e l l p o ta to e s in when t o s e l l , p r i c e d is c o v e r y to u s e , form to s e l l p o ta to e s in . Seed I § s s to r e p o ta to e s kN0 NO p rL d isc o v e ry to use when to s e l l , p r ic e d isc o v e ry to u s e . y p ric e d is c o v e r y , & form . when t o s e l l , p r ic e d isc o v e ry t o u s e ; form to s e l l p o ta to e s in . i Assumes t h a t th e d e c i s i o n o f w h ich m a rk e t to s e l l t h e p o t a t o e s i n i s made i n d e p e n d e n t l y o f th e p l a n t i n g de c i s i o n ; a l t h o u g h q u a l i t y r e q u ir e m e n ts and p r e - s e a s o n co n ­ t r a c t i n g r e s u l t i n some o f t h i s d e c i s i o n b e i n g made p r i o r to p l a n t i n g . 82 d i f f e r e n t r e s o u r c e s q u a l i t a t i v e l y and q u a n t i t a t i v e l y , A v e r y i m p o r t a n t c h a r a c t e r i s t i c o f F ig u r e 3 .5 i s t h a t i t i l l u s t r a t e s t h e im p o r ta n c e o f tim e i n p r o d u c e r d e c i s i o n making, and th u s , i t i m p l i e s th e im p o r ta n c e o f tim e i n e v a l ­ u a t i n g an o p e r a t i n g d a t a and i n f o r m a t i o n s y s te m . Moving from t h e to p to t h e b o tto m o f th e d ia g ra m i m p l i e s a movement th r o u g h tim e . T h e r e f o r e , we can s e e t h a t th e c h o i c e s i n ­ v o lv e d i n th e d e c i s i o n s r e g a r d i n g p r o d u c t i o n and m a r k e tin g u n fo ld th r o u g h tim e . A ls o , i t i s d i f f i c u l t to s p e c i f y th e c o n t i n g e n c i e s o f a c h o ic e a t th e tim e o f t h a t c h o i c e . F u r t h e r , some d e c i s i o n s a t tim e p e r i o d one n e g a t e th e n ee d fo r d ec isio n s a t a l a t e r p o in t. F o r exam ple, once a p ro d u ­ c e r sig n s a p re -se a so n c o n tr a c t, th e m a r k e tin g d e c i s i o n h as b e e n made. b ee n made. T h e r e f o r e , t h e d e c i s i o n on when t o s e l l h a s However, p u t t i n g o f f t h e d e c i s i o n to c o n t r a c t i n p e r i o d one m ig h t n o t r u l e o u t t h e p o s s i b i l i t y o f con­ t r a c t i n g i n p e r i o d tw o --w h ere p e r i o d two s t i l l in v o lv e s th e same p r o d u c t i o n and m a r k e tin g y e a r . I n o t h e r w o rd s, a p r o ­ d u c e r m ig h t d e c id e n o t to c o n t r a c t ah ead f o r h i s p r o d u c t i o n p r i o r to p l a n t i n g , i . e . , d e c id e s to p l a y th e m a r k e t, b u t i t i s p o s s i b l e t h a t h e w i l l h a v e th e o p p o r t u n i t y to c o n t r a c t l a t e r i n th e c ro p s e a s o n . T h is assu m es, o f c o u r s e , t h a t he can f i n d a b u y e r t h a t w i l l o f f e r th e c o n t r a c t . From t h i s h y p o t h e t i c a l d e c i s i o n s t r u c t u r e , i t can b e i n f e r r e d t h a t t h e r e may b e co m petin g demands f o r p r i c e d a t a and i n f o r m a t i o n among p o t a t o p r o d u c e r s . In o th e r w o rd s, d i f ­ f e r e n t o p e r a t i o n a l l y d e f i n e d c o n c e p ts o f p r i c e may b e 83 d e s i r a b l e f o r m aking t h e s e d e c i s i o n s , and d i f f e r e n t l e v e l s o f a c c u r a c y i n m easurem ent may b e t o l e r a b l e f o r d i f f e r e n t d e c isio n s. F o r exam ple, a p r o d u c e r may demand a g r e a t e r d e g r e e o f a c c u r a c y i n a p r i c e q u o te f o r th e d e c i s i o n o f s e l l i n g to d a y v e r s u s s e l l i n g tom orrow, th a n w ould b e r e ­ q u i r e d f o r th e d e c i s i o n o f s e l l i n g t h i s week as o p po sed to s i x months from now. 3 .4 Summary The i n f o r m a t i o n s y s te m fram ew ork Ttoill b e u s e d to e v a l u a t e t h e p r i c e d a t a and i n f o r m a t i o n s y s te m f o r M ic h ig an p o ta to pro d u cers. T h is fram ew ork s t r e s s e s th e i n t e r d e p e n ­ dence among t h e c o n c e p u t a l i z a t i o n , o p e r a t i o n a l i z a t i o n and t h e m easurem ent o f phenomena, and th u s i t s t r e s s e s th e m u l t i d i s c i p l i n a r y r e s p o n s i b i l i t y o f m a i n t a i n i n g th e d a t a and i n f o r m a t i o n sy stem . C o n c e p tu a l o b s o le s c e n c e i s se e n as an im p o r t a n t pro blem c o n f r o n t i n g t h e o p e r a t i n g d a t a and i n f o r m a t i o n s y s te m s . T h is o b s o le s c e n c e m a y a r i s e from two s o u r c e s : 1) when ch an ges i n r e a l i t y u n d erm in e t h e c o r r e s p o n d e n c e o f a g iv e n c o n c e p t w ith t h e r e a l i t y i t p u r p o r t e d l y r e p r e s e n t s , and 2) w i t h chan g es i n th e p ro b lem s f a c i n g d e c i s i o n m akers ch an g e. The i n f o r m a t i o n sy ste m fram ew ork s t r e s s e s t h e im p o r­ ta n c e o f d e c i s i o n making i n e v a l u a t i n g a d a t a and in f o r m a ­ t i o n s y ste m . I t was p o i n t e d o u t t h a t co m p etin g u s e s o f a d a t a and i n f o r m a t i o n sy stem n e c e s s i t a t e th e s e t t i n g o f p r i o r i t i e s f o r a d a t a and i n f o r m a t i o n sy ste m h i l e th e 34 " p u b l i c good" c h a r a c t e r i s t i c s o f i n f o r m a t i o n make i t d i f f ­ i c u l t t o p l a c e a v a l u e on p u b l i c p r i c e d a t a and i n f o r m a t i o n . T hus, t h e a p p ro a c h u s e d i n t h i s s tu d y i s p r e s e n t e d as th e s t e p i n a sy stem s a p p ro a c h f o r " i l l - d e f i n e d " p ro b le m s . T h is r e s e a r c h e v a l u a t e s t h e p r i c e d a t a and in f o r m a ­ t i o n sy ste m f o r one s e t o f m a rk e t u s e r s —M ic h ig an p o t a t o producers. The m a rk e t and i n f o r m a t i o n sy ste m a r e c o n s i d ­ e r e d w i t h em phasis on t h e a c t o r s whose p r i n c i p a l f u n c t i o n i s h a n d lin g in fo rm a tio n . The c u r r e n t p u b l i c p r i c e d a t a and i n f o r m a t i o n s y ste m i s th e n com pared w i t h t h e u s e s and n e e d s o f M ic h ig an p o t a t o p r o d u c e r s w ith e x p l i c i t c o n s i d e r ­ a t i o n g iv e n t o t h e d e c i s i o n s t h e s e p r o d u c e r s s t r e s s . i CHAPTER 4 METHOD AND PROCEDURE T h is c h a p t e r w i l l p r e s e n t t h e m ethods and p r o c e d u r e s em ployed i n th e s t u d y , i n c l u d i n g t h e p o p u l a t i o n i n v e s t i g a t e d , t h e d ev e lo p m e n t o f t h e m a i l q u e s t i o n n a i r e and i n t e r v i e w s , and a d i s c u s s i o n o f th e a n a l y s i s . 4 .1 P o p u la tio n s I n v e s tig a te d The p r i n c i p a l u s e r g rou p t o be exam ined by t h i s s tu d y w ere M ic h ig a n p o t a t o p r o d u c e r s . An " i n d e p th " s tu d y o f th e i n d u s t r y i n one s t a t e can more e f f e c t i v e l y i d e n t i f y t h e i m p l i c a t i o n s o f th e i n d u s t r y s t r u c t u r e f o r t h e p r i c e d a t a and i n f o r m a t i o n s y ste m . The M ic h ig an Crop R e p o r tin g B o a r d 's l i s t o f p o t a t o p r o d u c e r s i n t h e s t a t e o f M ich ig an was u s e d as th e p o p u la ­ t i o n to b e s u r v e y e d .^ £ m a il q u e s t i o n n a i r e was s e n t to e a c h o f t h e 424 names on t h i s l i s t . T h is l i s t i s m a in ­ t a i n e d p r i n c i p a l l y f o r th e p u rp o s e o f e s t i m a t i n g M ic h ig a n 's t o t a l p o t a t o a c r e a g e and p r o d u c t i o n . The p r e s e n t s tu d y e x ­ c lu d e d t h o s e p r o d u c e r s who p ro d u c e d l e s s th e n f i v e a c r e s o f p o t a t o e s and t h o s e f a r m e r s on th e l i s t who no lo n g e r p ro d u c e d p o ta to e s. I t was o b s e rv e d t h a t f i v e a c r e s a p p e a r e d t o be t h e ^ B ecause t h i s l i s t o f p o t a t o p r o d u c e r s i s c o n f i d e n ­ t i a l , th e Crop R e p o r tin g Board m a ile d t h e q u e s t i o n n a i r e and t h e f o l l o w up l e t t e r s to t h e p r o d u c e r s . 85 86 minimum p o i n t a t w hich g ro w e rs c la im e d t o s e l l p o t a t o e s . Inasm uch as th e g ro w ers w i t h l e s s th a n f i v e a c r e s d i d n o t s e l l p o t a t o e s , f o r t h e p u r p o s e o f t h i s s t u d y i t was assumed th e y w ere n o t u s e r s o f p o t a t o p r i c e d a t a and i n f o r m a t i o n . On t h e b a s i s o f th e r e s p o n d e n ts who no lo n g e r s e l l p o t a t o e s and t h e e s t i m a t e d p r o p o r t i o n o f t h e n o n - r e s p o n d e n ts who no l o n g e r s e l l p o t a t o e s , a t o t a l o f 341 f a r m e r s w ere i d e n t i f i e d as c o m p ris in g th e p o p u l a t i o n o f M ic h ig a n com m ercial p o t a t o producers. I n o r d e r to o b t a i n i n f o r m a t i o n on a c r o s s s e c t i o n o f t h e a c t o r s i n th e M ich ig an p o t a t o i n d u s t r y , and th u s d e s c r i b e many a s p e c t s o f t h e p r i c e d a t a and i n f o r m a t i o n s y ste m , p e r ­ s o n a l i n t e r v i e w s w ere c o n d u c te d w i t h s e v e r a l n o n - p r o d u c e r s . These in c l u d e d t h e f o l l o w i n g : t h e m anager o f a c o o p e r a t i v e , a r e p r e s e n t a t i v e o f t h e b a r g a i n i n g a s s o c i a t i o n and an a g e n t / b ro k er. These s u b j e c t s w ere s e l e c t e d b e c a u s e o f t h e i r know­ le d g e o f th e M ichigan p o t a t o i n d u s t r y . In a d d itio n , f iv e p r o c e s s i n g p o t a t o b u y e r s w ere i n t e r v i e w e d and a s i x t h f i r m was s e l e c t e d b u t r e f u s e d t h e i n t e r v i e w . These s u b j e c t s w ere ta k e n from th e M ich ig an P o t a t o I n d u s t r y C om m ission’ s m a i l i n g l i s t and w ere n o t r e p r e s e n t a t i v e o f th e s t a t e ’ s p r o c e s s o r s . I n g e n e r a l , t h e i n t e r v i e w s w ere s e l e c t e d by means o f t h e p r i n c i p l e o f q u o ta sa m p lin g r e f e r r e d to by Moser and K a lto n (1 9 7 2 ). The s e l e c t i o n o f th e a c t o r s to b e i n t e r v i e w e d was b a s e d on a s t r a t i f i c a t i o n o f th e m a rk e t by f u n c t i o n s p e r ­ form ed, e . g . , p r o d u c e r s , p r o d u c e r s ' r e p r e s e n t a t i v e s , and p ro c e s sin g p o ta to b u y e rs, v a rio u s r e p r e s e n ta tiv e s o f th e se 87 g ro u p s w ere recommended by p e r s o n s k n o w le d g e a b le o f th e M ic h ig an p o t a t o i n d u s t r y . The p r i n c i p a l arg u m en ts i n f a v o r o f q u o ta sa m p lin g a r e t h a t i t i s l e s s c o s t l y and a d m i n i s t r a t i v e l y e a s y . In a d d i­ t i o n , M oser and K a lto n a rg u e t h a t i t may b e t h e o n ly p r a c t i c a b l e m ethod o f sa m p lin g a p o p u l a t i o n f o r w h ich no s u i t a b l e fram e i s a v a i l a b l e . I n th e p r e s e n t s t u d y , one o f th e o b j e c t i v e s was to i d e n t i f y p ro b lem s i n th e p r i c e d a t a and i n f o r m a t i o n sy ste m from th e p e r s p e c t i v e o f v a r i o u s p o t e n t i a l u s e r s o f th e p r i c e d a t a . Thus, t h e s e i n t e r v i e w s w ere u t i l i z e d t o a s s i s t i n d e te r m in in g t h e e x t e n t o f u s e o f th e p u b l i c p r i c e d a t a sy ste m and th e p o t e n t i a l f o r t h a t sy ste m s e r v i n g th e n e e d s o f t h e s e a c t o r s . In th a t case, p e r s o n a l i n t e r v i e w s w i t h " s e l e c t e d " i n d u s t r y o f f i c i a l s w ere deemed more a p p r o p r i a t e . 4 .2 P ro c e d u r e s The s tu d y p r i n c i p a l l y c o n s i s t e d o f t h r e e p a r t s : 1) a m a il q u e s t i o n n a i r e to M ich ig an p o t a t o p r o d u c e r s , 2) t e le p h o n e i n t e r v i e w s w ith a random sam ple o f th e p r o d u c e r s who d i d n o t r e s p o n d to t h e m a i l q u e s t i o n n a i r e , and 3) p e r s o n a l i n t e r ­ view s w i t h s e l e c t e d i n d u s t r y p a r t i c i p a n t s . 4.2.1 M a il Q u e s t i o n n a i r e A p i l o t s t u d y was u n d e r ta k e n to a i d i n th e dev elo p m en t o f t h e p r o d u c e r m a il q u e s t i o n n a i r e . The p i l o t s t u d y co n ­ s i s t e d o f p e r s o n a l i n t e r v i e w s w i t h s i x p o t a t o g r o w e rs , an 83 a g e n t / b r o k e r , a c o o p e r a t i v e m anager and a r e p r e s e n t a t i v e o f th e b a r g a i n i n g a s s o c i a t i o n . A l i s t o f th e i n t e r v i e w q u e s ­ t i o n s i s i n A ppendix I I . On th e b a s i s o f d a t a o b t a i n e d from p i l o t i n t e r v i e w s , a m a i l q u e s t i o n n a i r e was d e v e lo p e d f o r a s u r v e y o f M ichigan p o ta to p ro d u cers. P r i o r to m a i l i n g th e p r o d u c e r q u e s t i o n ­ n a i r e , i t was p r e - t e s t e d on f i v e M ic h ig an p o t a t o p r o d u c e r s . T h is p r e - t e s t i n g i n c l u d e d m a i l i n g th e q u e s t i o n n a i r e and c o v e r l e t t e r f o llo w e d by a p e r s o n a l v i s i t w i t h th e p r o d u c e r s t o d i s c u s s th e w o rdin g and c l a r i t y o f th e q u e s t i o n s on th e q u e stio n n a ire . (See A ppendix I I I ) A f t e r r e v i s i o n s to e l i m i n a t e am b ig io u s q u e s t i o n s , th e q u e s t i o n n a i r e was m a ile d to M ic h ig an p o t a t o p r o d u c e r s l i s t e d w i t h th e Crop R e p o r tin g B oard. The f i r s t m a i l i n g in c l u d e d a c o v e r l e t t e r and a copy o f th e q u e s t i o n n a i r e . A stam ped s e l f - a d d r e s s e d e n v e lo p e was a l s o e n c lo s e d i n w h ich to r e t u r n th e q u e s t i o n n a i r e . A ls o , t h e r e t u r n e n v e lo p e s w ere p r e - c o d e d t o p r o t e c t th e c o n f i d e n ­ t i a l i t y o f th e r e s p o n d e n ts b u t y e t a llo w f o r i d e n t i f i c a t i o n o f th e n o n - r e s p o n d e n t s . A f o llo w - u p l e t t e r was s e n t to th e n o n - r e s p o n d e n t p r o d u c e r s a p p r o x im a te ly t h r e e weeks f o llo w in g th e i n i t i a l m a i l i n g . T h is was f o llo w e d by a t h i r d l e t t e r , a n o t h e r copy o f th e q u e s t i o n n a i r e , and an a d d r e s s e d r e t u r n e n v e lo p e a f t e r t h r e e more w eeks, The q u e s t i o n n a i r e h ad two m a jo r o b j e c t i v e s : 1) to i d e n t i f y th e s t r u c t u r e o f M ich ig an p o t a t o p r o d u c in g f ir m s and t h e m a r k e tin g a rra n g e m e n ts c u r r e n t l y e x i s t i n g i n t h e 89 M ic h ig an p o t a t o i n d u s t r y , and 2) t o i d e n t i f y th e ty p e s and s o u r c e s o f p r i c e d a t a and i n f o r m a t i o n u se d i n d e c i s i o n making by M ic h ig an p o t a t o p r o d u c e r s . The f i r s t p a r t o f t h e q u e s t i o n n a i r e a s k e d q u e s t i o n s t h a t w ere aim ed a t i d e n t i f y i n g th e p r o d u c in g f i r m and i t s m a r k e tin g p r a c t i c e s ( s e e A ppendix I I I ) , F o r exam ple, q u e s t i o n 2 i d e n t i f i e s t h e m a rk e t i n w h ich th e p r o d u c e r s e l l s p o t a t o e s j q u e s t i o n s 3 and 4 i d e n t i f i e s th e a c t o r s i n t h e f i r s t t r a n s a c t i o n , and q u e s t i o n 5 i d e n t i f i e s th e p r o d u c t a t th e f i r s t t r a n s a c t i o n . Q u e s tio n s 9 and 10 a r e aimed a t i d e n t i f y i n g th e p r i c e d i s c o v e r y mechanisms em ployed by th e p r o d u c e r s . In o th e r w o rd s, w hat a r e th e m a jo r i n s t i t u t i o n a l r u l e s d e f i n i n g how t h e p r o d u c e r s " d i s c o v e r " t h e p r i c e a t w hich th e y w i l l t r a d e th e ir p o ta to e s. Q u e s tio n 12 a s k s th e p r o d u c e r w hat p r o p o r ­ t i o n o f t h e cro p i s s o l d on a p r e - s e a s o n c o n t r a c t . O th e r s t r u c t u r a l q u e s t i o n s i d e n t i f i e d th e s i z e o f th e farm s and t h e o p e r a t o r ' s ag e . Q u e s tio n s 14-23 a s k e d th e p r o d u c e r s a s e r i e s o f q u e s ­ t i o n s a b o u t t h e i n f o r m a t i o n th e y u s e , t h e d e c i s i o n s f o r w hich th e y u s e p r i c e i n f o r m a t i o n , i . e . , w here th e y a c q u i r e t h e i r p r ic e in fo rm a tio n . The p u rp o s e o f t h e s e q u e s t i o n s was to i d e n t i f y t h e ty p e s o f i n f o r m a t i o n n e e d e d by p r o d u c e r s i n d e c i s i o n m aking, t h e d e c i s i o n s deemed i m p o r ta n t by t h e s e p r o d u c e r s and t h e s o u r c e s o f t h e s e d a t a and i n f o r m a t i o n t h a t th e producers fin d u s e f u l. 90 The i d e n t i f i c a t i o n o f th e s t r u c t u r e o f M ic h ig an p o t a t o farm s and th e u s e s and s o u r c e s o f p r i c e d a t a and i n ­ f o r m a t i o n , w ere u n d e r ta k e n to s e r v e t h e o v e r a l l g o a l o f a t t e m p t i n g to r e l a t e t h e s t r u c t u r e o f t h e f i r m and i t s s e l l i n g p r a c t i c e s t o t h e e v a l u a t i o n o f p r i c e d a t a and i n ­ f o r m a tio n and th e s o u r c e s o f t h e s e p r i c e d a t a and i n f o r m a t i o n . I n o t h e r w o r d s , i s t h e r e e v id e n c e o f a r e l a t i o n s h i p betw een s t r u c t u r e and t h e u s e s / n e e d s f o r p r i c e d a t a and i n f o r m a t i o n . The q u e s t i o n n a i r e in c l u d e d b o t h open ended : and p r e coded q u e s t i o n s . Moser and K a lto n (1972) 2 p o i n t o u t t h a t th e c h o ic e o f q u e s t i o n ty p e s i s d i c t a t e d by t h e o b j e c t i v e s o f th e s u r v e y and th e r a n g e o f an sw ers one w an ts to c o n s i d e r ! I n o t h e r w o rd s , one w ould u s e open ended q u e s t i o n s b e c u a s e o f t h e d e s i r e f o r t h e r e s p o n d e n t to h a v e freed o m i n c h o o s in g th e a s p e c t , t h e form , t h e d e t a i l and t h e l e n g t h o f t h e an sw er. I n th e c u r r e n t s t u d y , s i n c e t h e n a t u r e o f t h e p r o ­ blem was n o t w e l l d e f i n e d , i t was f e l t t h a t a p o r t i o n o f th e q u e s t i o n s s h o u ld a llo w t h e r e s p o n d e n t t o d e f i n e a l l a s p e c t s o f th e r e s p o n s e . F u r t h e r , i n some o f t h e q u e s t i o n s , e . g . , q u e s t i o n 15, i t was f e l t t h a t t h e p u r p o s e o f t h e su rv e y would be b e t t e r s e r v e d i f p r o d u c e r s w ere g iv e n no l e a d s , th u s i n c r e a s i n g th e l i k e l i h o o d t h a t r e s p o n d e n t s w ould l i s t t h e s o u r c e s th e y a r e m o st aw are o f and t h e s o u r c e s th e y r e l y on f o r p r i c e d a t a . 2 Open end ed q u e s t i o n s su c h as 15 a l s o L a n sin g and Morgan C1971) was a l s o e x t e n s i v e l y u s e d i n t h e dev elo p m en t o f t h e m a il q u e s t i o n n a i r e , 91 te n d t o g r a d u a l l y f u n n e l t h e r e s p o n d e n t 's a t t e n t i o n to a more s p e c i f i c s u b j e c t , e . g . , p r i c e d a t a and i t s s o u r c e s . P r e - c o d e d q u e s t i o n s w ere u s e d f o r d e t e r m in in g su ch f a c t o r s as who buys th e p o t a t o e s from t h e p r o d u c e r s and t h e p r i c e d i s c o v e r y m ech an ism s. I t was f e l t t h a t t h e s e q u e s t i o n s demanded s p e c i f i c an sw ers and t h a t o p e n -e n d e d q u e s t i o n s w ould l e a d t o a w ide r a n g e o f an sw ers t h a t w ould n o t le n d them­ s e l v e s t o c l a s s i f i c a t i o n by econom ic c r i t e r i a . Q u e s tio n 14, 16, 17 and 18 a r e s c a l i n g q u e s t i o n s t h a t a t t e m p t to p r o v i d e a m easurem ent o f t h e i n t e n s i t y o f th e p r o d u c e r 's o v e r a l l a t t i t u d e s a b o u t p r i c e d a t a and in f o rm a 3 t i o n an d t h e i r s o u r c e s o f t h e s e d a t a . Moser and K a lto n (1972) p o i n t o u t t h a t th e b a s i s f o r a t t i t u d e m easurem ent i s t h a t t h e r e a r e u n d e r l y i n g d im e n sio n s a lo n g w h ich a t t i t u d e s can be ra n g e d . O r d i n a l s c a l e s r a n k i n d i v i d u a l s a lo n g a c o n ­ tin u u m o f c h a r a c t e r i s t i c s b e in g s c a l e d , b u t t h e a u t h o r s p o i n t o u t t h a t t h e r e i s no i m p l i c a t i o n o f d i s t a n c e b e tw e e n th e s c o re s . I n o t h e r w o rd s , we c a n r a n k th e r e s p o n s e s to t h e s e q u e s t i o n s , b u t we c a n n o t make s t a t e m e n t s r e g a r d i n g how much more s t r o n g l y one r e s p o n s e i s th a n t h e n e x t r e s p o n s e . A L i k e r t s c a l i n g p r i n c i p l e , w hich Moser and K a lto n p o i n t o u t a p p e a r s to be a r e a s o n a b l e o r d i n a l s c a l e , was used. I n t h i s ty p e o f s c a l i n g o r a t t i t u d e m e a s u re ­ m en t, t h e r e s p o n d e n t i s a s k e d t o c h o o se among s e v e r a l r e s p o n s e c a t e g o r i e s i n d i c a t i n g v a r i o u s s t r e n g t h s o f ag re e m e n t o r ^ See Moser and K a lto n (1972) C h a p te r 14 f o r a d i s ­ c u ssio n o f s c a lin g . 92 d is a g r e e m e n t w i t h t h e s t a t e m e n t . By a s s i g n i n g a number to th e c a t e g o r i e s , t h e r e s p o n d e n t 's a t t i t u d e i s m e asu red by th e t o t a l sco re. The q u e s t i o n s em ploying a L i k e r t r e s p o n s e s c a l e p r e ­ s e n t e d t h e r e s p o n d e n ts w i t h an ev en number o f p o s s i b l e r e s p o n s e s f o r ea c h ite m , e . g . , v e r y u s e f u l , m o d e r a te ly u s e ­ fu l, r a r e ly u se fu l or n o t u se fu l. The p u rp o s e o f an even number o f c h o ic e s was to f o r c e th e r e s p o n d e n ts on one s i d e o r a n o th e r o f th e a t t i t u d e s c a le , i . e . , t o a v o id th e n e u t r a l response. 4 .2 .2 N on-R espondent T eleph on e I n t e r v i e w s A t e le p h o n e s u r v e y o f a sam ple o f th e n o n - r e s p o n d e n ts was u n d e r ta k e n to o b t a i n a d e s c r i p t i o n o f th e n o n - r e s p o n d e n t p r o d u c e r s to i d e n t i f y s y s t e m a t i c d i f f e r e n c e s betw een r e s p o n ­ d e n t and n o n - r e s p o n d e n t f ir m s t h a t m ig h t r e s u l t i n b i a s e d e s t i m a t e s o f t h e M ic h ig an p o t a t o m a rk e t and i t s c h a r a c t e r i s ­ tic s . Moser and K a lto n (1972) p o i n t o u t t h a t a l th o u g h i t i s d i f f i c u l t to p r e c i s e l y d e te r m in e th e e f f e c t o f n o n - r e s p o n s e b i a s , i t i s p o s s i b l e to d e te r m in e th e p r o b a b le n a t u r e and d i r e c t i o n o f th e b i a s . F u r t h e r , i t i s d e s i r a b l e t o s tu d y th e n o n - r e s p o n d e n ts b e c a u s e p r e v io u s s t u d i e s h a v e shown t h a t t h i s grou p d i f f e r s a lo n g i m p o r ta n t c h a r a c t e r i s t i c s from th e r e s p o n s e g ro u p . For exam ple, r e s p o n d e n ts h av e b e e n shown to b e g e n e r a l l y more h i g h l y e d u c a te d th a n n o n - r e s p o n d e n t s , and r e s p o n s e seems to b e c o r r e l a t e d w i t h i n t e r e s t i n th e 93 su b je c t. Both o f t h e s e c h a r a c t e r i s t i c s w ould seem to r e s u l t i n m i s r e p r e s e n t a t i o n o f t h e p o p u l a t i o n u n d e r s tu d y , Moser and K a lto n a l s o s u g g e s t t h a t i t i s h e l p f u l to view t h e s u r v e y p o p u l a t i o n as b e in g made up o f two s u b -p o p ­ u la tio n s or s tr a ta : r e s p o n d e n ts and n o n - r e s p o n d e n t s . The s u r v e y a c q u i r e s i n f o r m a t i o n a b o u t th e r e s p o n d e n ts and f a i l s to a c q u i r e i n f o r m a t i o n a b o u t t h e n o n - r e s p o n d e n t s . D i f f e r e n t a p p ro a c h e s m ig h t be u n d e r ta k e n to a d d r e s s th e p ro b le m o f n o n - r e s p o n s e i n m a il q u e s t i o n n a i r e s . The u s e o f f o llo w - u p l e t t e r s such as t h o s e s e n t i n th e p r e s e n t s tu d y reduce th e n o n -resp o n se r a t e . The u s e o f d i f f e r e n t s u r v e y p r o c e d u r e s su c h as a t e le p h o n e i n t e r v i e w o f a sam ple o f t h e n o n - r e s p o n d e n ts hav e b e e n fou n d t o be a u s e f u l m e th o d .^ In t h e c u r r e n t s tu d y , a random sam ple o f 20 p e r c e n t (a t o t a l o f 50) o f th e n o n - r e s p o n d e n t p o t a t o p r o d u c e r s i n M ic h ig an was u n d e r ta k e n . The o b j e c t i v e o f t h e s e i n t e r v i e w s was t o a c q u i r e i n f o r m a t i o n on th e s t r u c t u r e o f th e p ro d u c in g f i r m , how th e p o t a t o e s w ere s o l d , th e p r o p o r t i o n s o l d on con­ t r a c t , e t c . , and to i d e n t i f y th e p r o d u c e r u s e s and s o u r c e s o f p r i c e d a t a and i n f o r m a t i o n . As i t t u r n e d o u t , l i m i t e d i n f o r m a t i o n was o b t a i n e d on th e u s e s and s o u r c e s o f i n f o r m a t i o n u s e d by t h e s e p r o d u c e r s inasm uch as th e y g e n e r a l l y r e f u s e d to answ er enough o f th e q u e s t i o n s to a s c e r t a i n t h e i r e v a l u a t i o n s o f p r i c e d a t a and ^ F o r a d i s c u s s i o n o f n o n - r e s p o n s e p ro blem i n m a il q u e s t i o n n a i r e s and r e f e r e n c e s on th e s u b j e c t , s e e Moser and K a lto n (1 9 7 2 ), C h a p te r 14. 94 in fo rm a tio n . Thus, i t i s n o t p o s s i b l e to p r e c i s e l y d e te r m in e th e e f f e c t o f n o n - r e s p o n s e b i a s on t h e p r o d u c e r e v a l u a t i o n s o f p r i c e d a t a and i n f o r m a t i o n . However, i m p o r t a n t i n f o r m a t i o n was o b t a i n e d on t h e s tr u c t u r e o f th e se firm s. S p e c i f i c h y p o th e s e s w ere t e s t e d to compare t h e r e s p o n d e n t and n o n - r e s p o n d e n t f i r m s to d e ­ te r m in e w h e th e r th e y d e r i v e from th e same p o p u l a t i o n . ^ These t e s t s in c l u d e d b o t h i n f e r e n c e s a b o u t th e mean v a l u e s o f th e two p o p u l a t i o n s and p r o p o r t i o n s e x h i b i t i n g p a r t i c u l a r c h a ra c te ris t i c s . ^ 4 .2 .3 Buyer I n t e r v i e w s The r e s e a r c h d e s ig n i n c l u d e d s e l e c t e d p e r s o n a l i n t e r ­ view s w i t h p r i n c i p a l d e c i s i o n m akers on th e b u y e r ’ s s i d e o f th e exch an ge e q u a t i o n . The i n t e r v i e w s c o n d u c te d w ere w ith F o r exam ple, i t was h y p o t h e s i z e d t h a t th e n o n - r e s p o n ­ d e n t f ir m s would be s m a l l e r th a n th e r e s p o n d e n t f i r m s . S ta ­ t i s t i c a l l y t h i s was a n a ly z e d by t e s t i n g th e n u l l h y p o t h e s i s t h a t th e a v e ra g e s i z e o f th e n o n - r e s p o n d e n t f ir m s w ould be e q u a l t o th e a v e r a g e s i z e o f t h e r e s p o n d e n t f ir m s v e r s u s th e a l t e r n a t i v e h y p o t h e s i s t h a t th e n o n ^ r e s p o n d e n t f ir m s would be s m a l l e r . Hq : X = d H : X < d I t s h o u ld be n o te d t h a t X r e p r e s e n t s an e s t i m a t e o f t h e a v e r ­ age s i z e o f t h e n o n - r e s p o n d e n t f i r m s . On t h e o t h e r hand (d) r e p r e s e n t s t h e t r u e v a l u e o f th e a v e r a g e s i z e o f r e s p o n d e n t f irm s inasm uch as i t was d e r i v e d from a 100 p e r c e n t sam ple o f t h e r e s p o n d e n t f i r m s . T hus, t h e h y p o t h e s i s t e s t s t h a t th e e s t i m a t e d v a l u e f o r n o n - r e s p o n d e n t p o p u l a t i o n i s s m a l l e r th a n t h e p o p u l a t i o n p a r a m e te r o f th e r e s p o n d e n t p o p u l a t i o n . ^ See t h e d i s c u s s i o n o f th e n o n - r e s p o n d e n t i n t e r ­ view s and th e accom panying t a b l e s f o r t h e h y p o th e s e s t e s t e d and th e r e s u l t s . 95 p o ta to p ro c e s sin g firm s. The o b j e c t i v e o f t h e s e i n t e r v i e w s was to i d e n t i f y th e p r i c e d a t a and i n f o r m a t i o n p ro b lem s o f t h e b u y in g f i r m s , One o f th e g o a ls o f t h i s p a r t o f th e s tu d y was to i d e n t i f y t h e b u y e r 's u s e o f and r e l i a n c e on USDA r e p o r t s , and to a s c e r ­ t a i n ch ang es i n t h e p r i c e d a t a and i n f o r m a t i o n sy stem t h a t m ig h t a i d t h e s e f i r m s . A sa m p lin g o f t h e ty p e s o f q u e s t i o n s a sk e d i n t h e s e b u y e r i n t e r v i e w s i s p r e s e n t e d i n A ppendix IV. These q u e s t i o n s and t h e s u b s e q u e n t i n t e r v i e w s w ere m eant to b e e x p l o r a t o r y i n n a t u r e and th e p u r p o s e was p r i n c i p a l l y to a s c e r t a i n th e f e a s i b i l i t y o f o b t a i n i n g i n f o r m a t i o n on p r i c ­ in g p r i o r i t i e s and p ro b lem s from th e p e r s p e c t i v e o f p o t a t o bu yers. B ecause o f th e l i m i t e d i n f o r m a t i o n o b t a i n e d t h a t was p e r t i n e n t f o r th e p u b l i c p r i c e d a t a s y ste m , t h e s e i n t e r v i e w s w ere t e r m i n a t e d a f t e r t a l k i n g w i t h p r o c e s s i n g p o ta to b u y ers. 4 .3 Thus, no t a b l e s t o c k b u y e r s w ere i n t e r v i e w e d . A n a ly s is The u s e o f i n f e r e n t i a l s t a t i s t i c s was l i m i t e d i n t h i s s tu d y to t e s t i n g h y p o th e s e s com paring th e n o n - r e s p o n d e n t f ir m s to th e r e s p o n d e n t f i r m s . The m a il q u e s t i o n n a i r e was s e n t to a l l M ic h ig a n p o t a t o p r o d u c e r s so th e e s t i m a t e d c h a r ­ a c t e r i s t i c s a r e n o t s u b j e c t to sa m p lin g e r r o r . e r r o r l i e s in th e n o n -resp o n se s t r a t a , The sa m p lin g The o b j e c t i v e o f th e n o n - r e s p o n d e n t i n t e r v i e w s was to gauge t h e p r o b a b l e e f f e c t o f n o n -resp o n se in th e q u e s tio n n a ire r e s u l t s acro ss 96 i m p o r t a n t a t t r i b u t e s t h a t a p p e a r to a f f e c t t h e p r i c e d a t a and i n f o r m a t i o n sy ste m . The a n a l y s i s o f t h e q u e s t i o n n a i r e r e s p o n s e s p r i n c i p a l l y c o n s i s t e d o f p r e s e n t i n g f r e q u e n c i e s and p r o p o r t i o n s o f r e ­ s p o n d e n ts e x h i b i t i n g v a r i o u s c h a r a c t e r i s t i c s , e . g . , a c r e s , p l a n t e d by m a r k e t, who t h e p o t a t o e s a r e s o l d t o , . h o w th e producer s e l l s h is p o ta to e s , e tc . These s t a t i s t i c s a r e d e s ­ c r i p t i v e o f th e s t r u c t u r e o f M ich ig an p o t a t o p r o d u c t i o n and m a r k e tin g a t th e p r o d u c e r / f i r s t - h a n d l e r l e v e l . F r e q u e n c ie s and p r o p o r t i o n s o f th e p r o d u c e r s e v a l u a t i n g th e u s e f u l n e s s o f p r i c e d a t a and i n f o r m a t i o n and th e s o u r c e s o f t h e s e d a t a and i n f o r m a t i o n w ere a l s o p r e s e n t e d . In a d d i t i o n , c r o s s t a b u l a t i o n s w ere com puted among th e s o u r c e s o f p r i c e i n f o r m a t i o n and th e ty p e s o f i n f o r m a t i o n u s e d i n d e c i s i o n making and v a r i o u s f ir m v a r i a b l e s su c h as t h e m a rk e t i n w hich th e p r o d u c e r s e l l s , th e p r i c e d is c o v e r y m echanism u s e d , to whom t h e p o t a t o e s a r e s o l d , e t c . The f r e q u e n c y d i s t r i b u t i o n s and c r o s s t a b u l a t i o n s w ere th e n a n a ly z e d i n f e r e n t i a l l y by e q u a t i n g th e u s e s and e v a l u ­ a t i o n s to th e s t r u c t u r e . I n o t h e r w o rd s, u s e s and n e e d s a r e i n f e r r e d from th e s t r u c t u r e o f th e s e l l i n g a rra n g e m e n t and t h e s e a r e compared w i t h t h a t i n f o r m a t i o n and d a t a t h a t a r e a v a ila b le . S p e c ific a lly , th e s t r u c t u r e o f th e p r o d u c e r / f i r s t - h a n d l e r s e l l i n g - b u y i n g a rra n g e m e n t g iv e s r i s e to a s e t o f in f o r m a t i o n and d a t a n e e d s as e v id e n c e d by th e p r o d u c e r e v a l ­ u a tio n s. Then, t h e s e u s e s and n ee d s a r e compared w i t h th e 97 d a t a and i n f o r m a t i o n c u r r e n t l y a v a i l a b l e from t h e USDA t o e v a l u a t e t h e p r e s e n t s y s t e m 's f u l f i l l m e n t o f p r o d u c e r needs. CHAPTER 5 The S t r u c t u r e o f M ic h ig an P o t a t o P r o d u c t i o n and M a rk e tin g T h is c h a p t e r w i l l c o n s i s t o f two s e c t i o n s , ' F i r s t , th e r e s u l t s o f t h e m a i l q u e s t i o n n a i r e i d e n t i f y i n g th e s t r u c t u r e o f th e M ic h ig an p o t a t o g r o w e r s ' o p e r a t i o n s and th e n a t u r e o f th e f i r s t t r a n s a c t i o n i n p o t a t o m a r k e tin g w i l l be p r e ­ s e n t e d .^ - The se c o n d s e c t i o n w i l l p r e s e n t th e r e s u l t s o f th e t e le p h o n e i n t e r v i e w s o f t h e n o n - r e s p o n d e n t p r o d u c e r s to i d e n t i f y r e s p o n s e b i a s e s i n th e m a i l q u e s t i o n n a i r e r e s u l t s . 5 .1 C h a r a c t e r i s t i c s o f M ic h ig an P o t a t o Farms Based On The M ail Survey R e sp o n d en ts w ere a s k e d t o c l a s s i f y t h e i r o p e r a t i o n on th e b a s i s o f th e p r im a r y f u n c t i o n p e rfo rm e d , i . e . , p r o d u c ­ t i o n , d i s t r i b u t i o n o r p r i c e d i s c o v e r y and a s se m b ly ; a l l 130 r e s p o n d e n ts c l a s s i f i e d t h e i r o p e r a t i o n as a p r o d u c t i o n u n i t . 5 .1 .1 M arket . S p e c i a l i z a t i o n Q u e s tio n 2 i d e n t i f i e d t h e p r i n c i p a l m a rk e t i n w hich th e p o t a t o e s a r e s o l d . T h is p r o v id e d an i n d i c a t i o n o f th e ^ Q u e s t i o n n a i r e s w ere s e n t to t h e 424 M ich ig an p o t a ­ to p r o d u c e r s who make up t h e Crop R e p o r tin g S e r v i c e s l i s t o f p o ta to p ro d u cers in th e s t a t e . A c h a r a c t e r i z a t i o n o f th e r e ­ s p o n s e s i s p r e s e n t e d i n T a b le 5 -1 . 98 99 TABLE 5 -1 M ail S urvey C h a r a c t e r i s t i c s T o t a l number o f M ic h ig an p o t a t o p r o d u c e r s l i s t e d by M ic h ig an Crop R e p o r tin g S e r v i c e s T o ta l # q u e s tio n n a ire s re tu rn e d : Not i n r e l e v a n t p o p u l a t i o n (no lo n g e r p ro d u c e , o r do n o t s e l l ) : R e fu se d to r e s p o n d e , b u t r e t u r n e d ques t i o n n a i r e : 424 167 31 6 T o ta l # u se a b le q u e s tio n n a ire s : 130 Maximum S ix e o f r e l e v a n t popu­ la tio n :* 393 M ail q u e s t i o n n a i r e r e s p o n s e r a t e : 33.08% * L i s t o f M ic h ig an p o t a t o p r o d u c e r s , l e s s th o s e no lo n g e r p r o d u c in g o r s e l l i n g p o t a t o e s b a s e d on r e s p o n s e to m a il q u e s tio n n a ire . 100 d e g r e e o f m a rk e t s p e c i a l i z a t i o n c u r r e n t l y e x i s t i n g i n M ic h ig a n . The r e s u l t s o f t h i s q u e s t i o n a r e sum m arized i n T a b le 5 - 2 . N e a rly h a l f o f th e p r o d u c e r s r e p o r t t h a t th e y p ro d u c e s o l e l y f o r th e t a b l e s t o c k m a r k e t, and t w o - t h i r d s p ro d u c e o v e r h a l f o f t h e i r cro p f o r t h i s m a r k e t. Twenty- two p e r c e n t o f th e g ro w e rs s e l l a m a j o r i t y o f t h e i r p o t a ­ to e s v i a t h e p r o c e s s i n g m a rk e t. Seed g ro w ers seem to b e more d i v e r s i f i e d inasm uch as o n ly 11 p e r c e n t o f t h e g ro w ers p ro d u c e o v e r h a l f o f t h e i r c ro p f o r t h i s m a r k e t, w h ile 17 p e r c e n t o f t h e g ro w ers p ro d u c e from one to 49 p e r c e n t o f t h e i r c ro p f o r th e s e e d p o t a t o m a rk e t. T a b le 5 - 2 (b) h i g h l i g h t s th e d e g r e e o f s p e c i a l i z a ­ t i o n i n more d e t a i l . Over h a l f (59 p e r c e n t ) o f th e r e ­ s p o n d e n ts p ro d u c e f o r o n ly one m a rk e t. sp e c ia liz a tio n , i . e . , The d e g r e e o f t h e p r o p o r t i o n s e l l i n g 100 p e r c e n t o f t h e i r s a l e s i n one m a r k e t, w i t h i n th e t a b l e s t o c k and p r o c e s s i n g m a rk e ts a p p e a r s to b e a b o u t t h e same, 67 p e r c e n t and 61 p e r c e n t , r e s p e c t i v e l y . The s e e d g ro w e rs seem to b e l e s s s p e c i a l i z e d w i t h o n ly one p r o d u c e r s e l l i n g a l l o f h i 3 c ro p i n t h a t m a rk e t. I n summary, i t a p p e a r s t h a t t h e r e i s s u b s t a n t i a l s p e c i a l i z a t i o n by m a rk e t i n t h e M ich­ ig a n p o t a t o i n d u s t r y . H a r r i s o n , e t a l . , (.1976) fo un d t h a t 67 p e r c e n t o f h i s M ic h ig an p o t a t o p r o d u c e r r e s p o n d e n ts p ro d u c e d e x c l u s i v e l y f o r t h e t a b l e s t o c k m a rk e t and 14 p e r c e n t p ro d u c e d s o l e l y f o r t h e p r o c e s s i n g m a rk e t. N in e te e n p e r c e n t th e n s o l d i n some c o m b in a tio n o f th e two o u t l e t s . The c u r r e n t s t u d y fo un d 101 TABLE 5 - 2 M ark e t S p e c i l i a z a t l o n By M ich ig an P o t a t o P r o d u c e r s (R e s p o n d e n ts ) (a ) MICHIGAN POTATO PRODUCER SALES BY MARKET PROPORTION OF FIRMS SALES 1007. 5 0 -9 9 1 X.-491 None TOTAL •A'fe'LESTOCk----------AbSOl. Relaeivi Cusulati.ve Fr/*n . Fr.o . F ri>ii. No. 59 29 19 23 130 P er­ cent 4 5 .4 2 2 .3 14.6 1 7 .7 100 .0 P er­ cent 4 5 .4 6 7 .7 3 2 .3 1 0 0 .0 .... PROCESSING " ""1 SEED Absol. Relaclv. Cijsuladvc Ahsol. P.elatlve C u s u la tlv e Tmn . fr.-t. Frro. P er­ P er­ P er­ P er­ No. 17 11 10 92 130 cent 1 3 .1 3 .5 7 .7 70.8 1 0 0 .1 cent 1 3 .1 • 2 1 .6 2 9 .4 100.1 No. 1 13 22 94 130 cent .a 1 0 .0 16.9 7 2 .3 cent .3 10.3 2 7 .7 1 00.0 100 .0 (b ) NUMBER AND PROPORTION 0? MICHIGAN POTATO PRODUCERS SELLING PRINCIPALLY IN ONE MARKET1 PROPORTION CP IV 1.1L, 77 17 59 1 (2 2 .1 )7 . (100.0)7. (7 6 .5 )7 . (1 .3 )* 1007. (7.1 )7. ( 59.2)7. (6 7 .0 )7 . (6 0 .7 )7 . 53 29 11 13 (2 0 .3 )7 . (2 4.5)7 . (100.0)7. <54.7)7. 50-997. ( 40.3)7. (3 9 .3 )7 . (3 3 .0 )7 . (92.9)7. 14 130 23 S3 <67.6)7. (10 .3)7. ( lO O .l)T TOTAL (2 1 .5 )7 . (100.0)7. (100.0)7. (1 0 0 .0 )* i * The n u n b e r s i n e a c h . s e l l r e p r e s e n t t h e a b s o l u t e n r a b e r , t h e row p e r c e n t a g e , and t h e c o l u a n p e r c e n t a g e r e s p e c t i v e l y . ‘ 102 t h a t 45 p e r c e n t s o l d e x c l u s i v e l y i n t h e t a b l e s t o c k m a rk e t and 13 p e r c e n t e x c l u s i v e l y i n th e p r o c e s s i n g m a rk e t. The d e c r e a s e i n s p e c i a l i z e d t a b l e s t o c k p r o d u c t i o n may i n d i c a t e e i t h e r a s l i g h t s h i f t t o p r o d u c in g some o f t h e cro p f o r p r o ­ c e ssin g s a le s , or a r e f l e c t i o n o f y e a r- to - y e a r v a r ia tio n . 5 .1 .2 S iz e o f M ic h ig an P o ta to Farms The l i t e r a t u r e on i n f o r m a t i o n s t r e s s e s t h a t th e v a l u e o f in f o r m a t i o n i s r e l a t e d to t h e s i z e o f t h e fa rm . a s e r ie s o f q u e stio n s Thus, ( q u e s t i o n s no. 24, 25, and 26) w ere a s k e d o f p r o d u c e r s to d e te r m in e t h e s i z e o f t h e i r p o t a t o o p e ra tio n s. The a v e ra g e a c r e s p l a n t e d , th e volume s o l d and y i e l d s a r e p r e s e n t e d i n T a b le 5-3 by th e m a rk e t i n w hich th e p ro d u cers s e l l . P r o c e s s i n g m a rk e t gro w ers r e p o r t th e l a r g e s t p o t a t o o p e r a t i o n s a v e r a g in g a p p r o x im a te ly 250 a c r e s p e r farm and a s a l e s volume o f 6 8 ,0 2 0 cw t. T a b le s to c k g ro w ers f o llo w w i t h an a v e ra g e p l a n t i n g o f 97 a c r e s and a s a l e s volume o f 2 2,380 cw t. p e r farm w h i l e se e d g ro w ers a v e ra g e d a b o u t 45 a c r e s and 1 1,060 cw t. p e r farm . An e s t i m a t e o f y i e l d p e r a c r e from th e q u e s t i o n n a i r e i s a l s o shown i n T a b le 5 - 3 . The p r o c e s s i n g and se e d grow ers h a v e h i g h e r y i e l d s th a n th e t a b l e s t o c k g row ers w i t h a p p r o x ­ i m a t e l y 270 cw t. p e r a c r e compared to 245 cw t. p e r a c r e f o r th e t a b l e s t o c k g ro w e rs , W e ig h tin g th e y i e l d i n e a c h m a rk e t by th e number o f p r o d u c e r s i n th e m a rk e t r e s u l t s i n an a v e ra g e y i e l d p e r a c r e o f 253 cw t. f o r a l l p r o d u c e r s . TABLE 5-3 AVERAGE ACRES, VOLUME, AND YIELD OF MICHIGAN POTATO FARMS BY MARKET (RESPONDENTS) M a rk e t1 S o ld I n 1 19 78 Ac r e s Pl a n t e d AVG. MIN. MAX. Avg. Ac r e s P l a n t e d l a s t f iv e years AVG. MIN. MAX. TABLESTOCK 96 0 750 91 4 700 PROCESSING 250 60 1 ,4 0 0 252 60 1,5 0 0 47 6 85 42 8 80 SEED WEIGHTED AVERAGE ^ Based 2 Based 3 Based 4 Based 5 1252 1203 Volume S o ld i n an A verage Y ear ( c w t . ) AVG. MIN. MAX. 2 2,378 65 200,000 Y ie l d P e r A cre ( c w t.) AVG. 2455 68 ,0 2 0 2 ,5 0 0 300,000 270 25.00C 266 11,066 16 3 1 ,9 8 2 4 2536 on 50% o r more o f s a l e s . on 83 t a b l e s t o c k , 27 p r o c e s s i n g , and 13 s e e d g ro w e rs . on 82 t a b l e s t o c k , 26 p r o c e s s i n g , and 13 s e e d g ro w e rs . on 72 t a b l e s t o c k , 25 p r o c e s s i n g , and 10 s e e d g ro w e rs . Computed by d i v i d i n g a v e ra g e volume by 1978 a c r e s p l a n t e d . ^ W eighted a v e ra g e b a s e d on 83 t a b l e s t o c k , 26 p r o c e s s i n g , and 13 s e e d g ro w e rs . 104 T h is c o r r e s p o n d s c l o s e l y w i t h t h e 257 cw t. p e r a c r e a v e r a g e y i e l d r e p o r t e d f o r M ic h ig an i n 1977 (M ic h ig a n A g ric u ltu ra l S t a t i s t i c s , 19 7 8 ). The r e l a t i v e im p o r ta n c e o f t h e t h r e e m a r k e ts i n th e s t a t e ' s p o t a t o i n d u s t r y i s d e p e n d e n t on th e m ethod o f r e p r e ­ s e n t i n g ea c h m a r k e t. T a b le 5 -4 i l l u s t r a t e s t h r e e m ethods f o r m e a s u rin g t h e r e l a t i v e im p o r ta n c e o f t h e m a r k e t s : s t o c k , p r o c e s s i n g and s e e d . ta b le - P r o c e s s i n g g ro w ers r e p r e s e n t a p p r o x im a te ly 30 p e r c e n t o f th e r e s p o n d e n t p o t a t o p o p u l a t i o n b u t p l a n t 44 p e r c e n t o f t h e a c r e a g e and s e l l 47 p e r c e n t o f t h e volum e. Seed g r o w e rs , on t h e o t h e r h a n d , r e p r e s e n t 28 p e r c e n t o f th e p r o d u c e r p o p u l a t i o n , and a p p r o x im a te ly 8 p e r c e n t o f th e a c r e a g e and t h e p r o d u c t i o n . T a b l e s t o c k grow­ e r s a c c o u n t f o r 82 p e r c e n t o f t h e g r o w e r s , b u t o n ly 46 p e r ­ c e n t o f th e p o ta to o u tp u t. 5 .2 C h a r a c t e r i s t i c s o f t h e S e l l i n g A rran g em en ts T h is s e c t i o n w i l l p r e s e n t th e answ ers to t h e q u e s t i o n s c o n c e r n in g s e l l i n g p r a c t i c e s i n th e v a r i o u s m a rk e ts f o r p o t a ­ to e s . T h is i n c l u d e s who r e c e i v e s t h e p o t a t o e s , who pays th e p r o d u c e r , f u n c t i o n s p e rfo rm e d by v a r i o u s a c t o r s — i n c l u d i n g p r i c e d i s c o v e r y f u n c t i o n s and p r o d u c t a l t e r a t i o n - - and t h e p r o p o r t i o n o f a p r o d u c e r 's p o t a t o e s t h a t a r e s o l d on a p r e ­ season c o n tr a c t. I t s h o u ld b e n o t e d t h a t t h e r e a r e more r e s p o n s e s f o r some o f t h e s e q u e s t i o n s th a n t h e r e a r e p r o d u c e r s . r e s u l t o f a l lo w in g m u l t i p l e r e s p o n s e s . T h is i s a P ro d u c e r s who s e l l 105 TABLE 5-4 THE MICHIGAN POTATO MARKET: PRODUCERS, ACRES, AND VOLUME BY MARKET (R e sp o n d e n ts) PRODUCERS A bsol R e l. F r e q . F re q . No. P e r c e n t MARKET "" ACRES'' PLANTED.... 1978 A b so l. R e l. F req . F re q . No. P e r c e n t _ — _ v o ; LTME~" SiOLD A b so l. R e l. F req . F req . No. P e r c e n t TABLESTOCK 107 8 2 .3 7302 4 8 .0 1789.0 4 5 .6 PROCESSING 38 2 9 .2 6752 4 4 .3 1 823.0 4 6 .5 SEED 36 2 7 .7 1174 7 .7 3 1 2 .3 8 .0 15228 100 .0 TOTAL 1811 2 3 9 2 4 .3 1 0 0 .1 ^ The column adds t o more th a n 130 b e c a u s e p r o d u c e r s w ere a llo w e d to mark more th a n one m a rk e t f o r t h e i r s a l e s . 2 The r e l a t i v e f r e q u e n c e s f o r t h i s column a r e b a s e d on 130 r e s p o n d e n t s , i . e . , 107 o f t h e 130 r e s p o n d e n ts p ro d u c e some p o t a t o e s f o r s a l e i n t h e t a b l e s t o c k m a r k e t; th u s t h e sum o f th e f r e q u e n c i e s i n t h i s column do n o t add up t o 100%. i n two m a r k e ts , e . g . , th e t a b l e s t o c k m a rk e t and t h e p r o c e s s ­ in g m a rk e t, w ere a s k e d to an sw er t h e s e q u e s t i o n s f o r e a c h m a rk e t. F o r th e p u r p o s e o f t h e q u e s t i o n n a i r e and th e s tu d y , t h e r e l e v a n t i n f o r m a t i o n i s t h e r a n g e o f s a l e s a g r e e ­ m ents w i t h i n a p a r t i c u l a r m a rk e t as w e l l as b etw e en m a r k e ts , and t h i s r a n g e can b e b e t t e r i d e n t i f i e d by i n c l u d i n g as much o f th e p r o d u c t i n t h a t m a rk e t as p o s s i b l e . I n o t h e r w o rd s, we do n o t w ant to e x c lu d e t a b l e s t o c k s a l e s s im p ly b e c a u s e th e y a r e a m i n o r i t y o f th e s a l e s volum e i n some o p e r a t i o n s . Thus, even th o ug h e a c h grow er h a s a s t a n d a r d o p e r a t i n g p r o ­ c e d u re f o r e a c h m a r k e t, t h e s e p r o c e d u r e s m ig h t d i f f e r 106 b etw een m a r k e t s . 5 .2 .1 F i r s t Buyers o f M ich ig an P o t a t o e s I n T a b le 5 - 5 ( a ) , we can s e e t h a t 61 p e r c e n t o f th o s e s e l l i n g p o t a t o e s i n th e t a b l e s t o c k m a rk e t d e l i v e r p o t a t o e s to th e w h o l e s a l e r - d i s t r i b u t o r - a g e n t c l a s s o f m a rk e t a c t o r s ( r e f e r r e d t o as b r o k e r s o r a g e n ts h e r e a f t e r ) . F u rth e r, T a b le 5 - 5 (b) shows t h a t a b o u t 65 p e r c e n t o f t h e t a b l e s t o c k g ro w ers r e c e i v e paym ent f o r t h e i r p o t a t o e s from t h i s c l a s s o f a c to rs. A p p ro x im a te ly 40 p e r c e n t o f th e t a b l e s t o c k g ro w ers d e l i v e r p o t a t o e s d i r e c t l y to r e t a i l s t o r e s and a p p r o x im a te ly o n e - t h i r d r e c e i v e t h e i r paym ent d i r e c t l y from th e r e t a i l sto re . In g e n e ra l i t appears t h a t a s l i g h t l y h ig h e r p ro p o rtio n o f g ro w e rs a r e p a i d by t h e a g e n t / b r o k e r s th a n d e l i v e r p o t a t o e s th r o u g h t h i s c h a n n e l. T h is d is c r e p a n c y m ig h t b e e x p l a i n e d by th e f a c t t h a t some g ro w ers d e l i v e r t h e p o t a t o e s t o t h e f i n a l d e stin a tio n , e .g ., th e r e t a i l s t o r e o r th e p r o c e s s o r , b u t th e y d e l i v e r y th e p o t a t o e s on th e i n s t r u c t i o n o f th e a g e n t . I n e s s e n c e , th e a g e n t / b r o k e r h a s a c c e s s to t h e m a rk e t o u t l e t , 9 T h ere i s s u b s t a n t i a l c o n f u s io n a b o u t th e d e f i n i t i o n s o f d i s t r i b u t o r s , s h i p p e r s , a g e n t s , b r o k e r s and w h o l e s a l e r s . I n w r i t i n g t h e q u e s t i o n n a i r e , th e r e s p o n d e n ts w ere g iv e n th e o p p o r t u n i t y to cho ose b etw e e n (a) w h o l e s a l e r s , d i s t r i b u t o r s , s h i p p e r o r (b) a g e n ts and b r o k e r s . The r a t i o n a l e f o r th e b r e a k was b a s e d on t h e a s s u m p tio n t h a t some a c t o r s su ch as a g e n ts and b r o k e r s p e rfo rm e d o n ly a p r i c e d i s c o v e r y o r i n f o r ­ m a tio n f u n c t i o n and d i d n o t t a k e t i t l e to th e p o t a t o e s , How­ e v e r , t h e r e s u l t s o f th e q u e s t i o n n a i r e i n d i c a t e d t h a t p r o d u c ­ e r r e s p o n d e n ts d i d n o t seem t o d i f f e r e n t i a t e b e tw e e n th e g r o u p s . T h e r e f o r e , i n p r e s e n t i n g th e r e s u l t s t h e y a r e g ro u p ­ ed t o g e t h e r as one s e t o f a c t o r s . 107 TABLE 5-5 FIRST BUYERS OF MICHIGAN POTATOES (Respondents) (a) Whac is she flrsc point of destination beyond your operation for the major portion of the potatoes you selL? All Producers Absol. Rel. Freq.. Freq. No. Percent Tabloseock Absol. Rel. Free. Freq. No. Percent 78 46.7 63 30 13.0 0 0 5 3.0 1 Retail Score 40 24.0 40 Other (Grower) 14 3.4 0 100.0 104 Point of Destination Wholesaler, Shipper, Agent/ Broker Processor Cooperative or Coopera­ tive pro­ cessor TOTAL (b) 1671 60.6 Processing Absol Rel. Freq. Freo. No. Fereene Seed Absol Rel. Freq. Freo. No. Percent 4 10.5 11 44.0 30 78.9 0 0 1.0 4 10.5 0 0 38. S 0 0 0 0 0 0 14 56.0 99.9 25 100.0 0 100.1 33 From whom do you receive payment for the major portion of the potatoes you sell? Source of payment for potatoes Wholesaler, Shipper, Agent/ Broker All Producers Absol. Rel. Freq. Freo. l.to. Percent Tablestock Processing ( Seed Absol. Absoli P.el. { Absol. P.el. Rel. Freo.! Freo. i Freo, Freo. Freo. Free. NO. Percent; No. Percent No. iPercent 79 50.3 64 65.3 Processor 26 16.6 0 0 5 3.2 1 Retail Store 33 21.0 Ocher (Grower) 14 Cooperative or Coopera­ tive pro­ cessor TOTAL 1571 36.4 7 13.9 3 26 70.2 0 0 1.0 4 10.8 0 0 33 33.7 0 0 0 0 9.0 0 0 0 0 14 63.6 100.0 98 99.9 22 100.0 100.0 37 The column adds to more than 130 because producers were allowed to make multiple responses, i.e., a response for each market in which they sell potatoes. 108 a r r a n g e s t h e t r a d e , i s p a i d by th e b u y e r , and p ay s th e p r o d ucer. Over t h r e e - f o u r t h s o f th e p r o d u c e r s s e l l i n g i n t h e p r o ­ c e s s i n g m a rk e t d e l i v e r d i r e c t l y t o t h e p r o c e s s o r and a p p r o x ­ i m a t e l y 70 p e r c e n t r e c e i v e payment d i r e c t l y from th e p r o ­ cessor. A p p ro x im a te ly 19 p e r c e n t o f t h e s e g ro w e rs a r e p a i d by a g e n t / b r o k e r s and 11 p e r c e n t a r e p a i d by c o o p e r a t i v e s . Viewed on t h e b a s i s o f who i s p e r f o rm in g th e m a r k e tin g f u n c t i o n , i t a p p e a r s t h a t 30 p e r c e n t o f th e p r o c e s s i n g g ro w ers r e l y on a g e n t s / b r o k e r s o r c o o p e r a t i v e s . Seed g ro w ers s e l l th r o u g h two o u t l e t s . F o rty -fo u r p e r­ c e n t d e l i v e r to s h i p p e r s and 36 p e r c e n t r e c e i v e paym ent from th e s h i p p e r s . A h i g h e r p r o p o r t i o n o f th e s e e d g r o w e r s * s a l e s a r e d i r e c t to g r o w e rs . F i f t y - s i x p e r c e n t d e l i v e r to g ro w ers w h ile 64 p e r c e n t r e c e i v e paym ent from th e g r o w e rs . In th is m a rk e t, a h i g h e r p r o p o r t i o n c la im e d to r e c e i v e paym ent from th e g ro w e r- b u y e r th a n d e l i v e r to th e g r o w e r - b u y e r . In o th e r w o rd s, th e f u n c t i o n o f t h e "middleman*1 i n t h i s m a rk e t a p p e a r s to be d i f f e r e n t th a n i n th e c a s e s o f th e t a b l e s t o c k and p r o ­ c e s s i n g m a r k e ts . Thus, i n th e s e e d m a rk e t a h i g h e r p r o p o r ­ t i o n o f t h e p r o d u c t i s h a n d le d by th e s h i p p e r th a n i s p a i d by t h e s h i p p e r . The i m p o r t a n t p o i n t f o r t h e p u r p o s e o f t h i s s tu d y i s t h e i m p l i c a t i o n t h a t o v e r h a l f o f t h e s e e d s a l e s a r e d i r e c t l y to o t h e r g ro w e rs , w ith a p p r o x im a te ly o n e - t h i r d o f t h e s e s a l e s a r r a n g e d th ro u g h a g e n t s / b r o k e r s . 109 Q u e s tio n 4 may b e u s e d to h e l p d e te r m in e t h e o r g a n i ­ z a t i o n , o r t h e a c t o r , t h a t i s p r i n c i p a l l y c h a rg e d w i t h t h e p r ic e d isc o v ery fu n c tio n . We may assume t h a t th e p r o d u c e r p e rfo rm s t h e p r i c e d i s c o v e r y i f th e y r e c e i v e paym ent d i r e c t l y from th e b u y e r . On t h e o t h e r h a n d , i n t h o s e c a s e s w here t h e a g e n t / b r o k e r pays th e p r o d u c e r we can assume t h a t t h e p r i c e d i s c o v e r y i s b a s i c a l l y a f u n c t i o n o f t h e s e a c t o r s and n o t 3 th e p ro d u c e rs . With t h i s i n t e r p r e t a t i o n , n e a r l y t w o - t h i r d s o f t h e t a b l e s t o c k g ro w ers t u r n th e p r i c e d i s c o v e r y f u n c t i o n o v e r to th e a g e n ts/b ro k e rs. On th e o t h e r h a n d , o n ly 36 p e r c e n t o f s e e d g ro w ers and 29 p e r c e n t o f t h e p r o c e s s i n g g ro w ers t u r n t h e p r i c e d i s c o v e r y f u n c t i o n o v e r to n o n - p r o d u c e r f i r m s . 5 .2 .2 P r i c e D is c o v e ry Mechanisms U t i l i z e d Q u e s tio n s 9 and 10 a s k e d how th e p r o d u c e r s " d i s c o v e r " t h e m a rk e t p r i c e o r t h e p r i c e a t w hich th e y w i l l t r a d e . The l i t e r a t u r e on p r i c e d i s c o v e r y mechanisms g e n e r a l l y l i s t f i v e b a s i c m echanism s: n e g o tia tio n s, (1) o r g a n i z e d a u c t i o n s , (3) gro up b a r g a i n i n g , (5) a d m i n i s t e r e d p r i c i n g . (2) i n d i v i d u a l (4) f o rm u la p r i c i n g , and T hese mechanisms w ere d i v i d e d The p u r p o s e o f lo o k in g a t t h i s q u e s t i o n i n t h i s way i s t o s e p a r a t e i n d i v i d u a l l y n e g o t i a t e d s a l e s b etw een grow ers and b u y e r s , i n r e t a i l s t o r e s o r p r o c e s s o r s , from i n d i v i d u a l l y n e g o t i a t e d s a l e s th r o u g h a g e n ts and b r o k e r s . T h is i n t e r p r e ­ t a t i o n o f q u e s t i o n 4 n e g l e c t s t h e c a s e o f p r i c e d i s c o v e r y by MACMA and i n some c a s e s , th e c o o p e r a t i v e . I n o t h e r w o rd s, a p r o d u c e r may b e lo n g to MACMA, b u t h e w i l l s t i l l b e p a i d d i r ­ e c t l y by th e p r o c e s s o r . T hus, we m ig h t e x p e c t t h i s q u e s t i o n to o v e r s t a t e t h e p r o d u c e r 's r o l e i n p r i c e d i s c o v e r y f o r th e p r o c e s s i n g m a rk e t. i n t o two s e p a r a t e g ro u p s i n q u e s t i o n s 9 and 10 b e c a u s e t h e r e i s some c o n f u s io n r e g a r d i n g t h e q u a n t i t a t i v e a s p e c t s o f th e tra d e , i . e . , th e number o f h o r i z o n t a l a c t o r s i n v o l v e d , and th e q u a l i t a t i v e a s p e c t s . As an exam ple, group b a r g a i n i n g and i n d i v i d u a l n e g o t i ­ a t i o n may b o th i n v o l v e f o rm u la p r i c i n g . A g ro u p n e g o t i a t e d c o n t r a c t , su c h as t h e f r o z e n p o t a t o c o n t r a c t , i n c l u d e s a b a s e p r i c e and premiums f o r h i g h e r q u a l i t y p o t a t o e s . On th e o t h e r h an d , a p r o d u c e r s e l l i n g i n d i v i d u a l l y to a r e t a i l s t o r e may a g r e e to h av e h i s p r i c e t i e d to a r e p o r t e d m a rk e t p r i c e , o r h e may b e g iv e n premiums f o r h i g h q u a l i t y p o t a t o e s . I n e i t h e r c a s e , t h e p r i c e r e c e i v e d by t h e p r o d u c e r would be b a s e d on a fo rm u la . T a b le 5 - 6 (a) p r e s e n t s th e r e s u l t s t o q u e s t i o n number 9. N e a rly 90 p e r c e n t o f t h e t a b l e s t o c k g ro w e rs d i s c o v e r m a rk e t p r i c e s v i a i n d i v i d u a l n e g o t i a t i o n , and a p p r o x im a te ly 97 p e r ­ c e n t o f th e s e e d g ro w ers c la im to " i n d i v i d u a l l y " d i s c o v e r p ric e s. The p r o c e s s i n g g r o w e rs , on t h e o t h e r h a n d , h a v e o r g a n i z - . ed and f o r m a l i z e d grou p b a r g a i n i n g th r o u g h t h e M ich ig an A g r i ­ c u l t u r a l C o o p e r a tiv e M a rk e tin g A s s o c i a t i o n (MACMA). Thus 39 p e r c e n t o f th e p r o c e s s i n g g ro w ers r e p o r t e d t h a t g roup b a r ­ g a i n i n g was t h e m ethod th e y u s e d f o r d i s c o v e r i n g p o t a t o p ric e s. The m a jo r p r i c e d i s c o v e r y f u n c t i o n i s more c e n t r a l i z e d i n th e p r o c e s s i n g m a rk e t — c e n t r a l i z e d i n t h e MACMA b a r g a i n ­ in g a s s o c i a t i o n and th e c h i e f W abasis c o o p e r a t i v e . On th e I ll TABLE 5-6 PRICE DISCOVERY MECHANISMS UTILIZED 3Y MICHIGAN POTATO PRODUCERS (RESPONDENTS) (a) Q uestion No. 9: Which o f the fo llo w in g approaches most n e a r ly d e s c rib e s how you become aware o f the p r i c e fo r the p o ta to e s you s e l l ? ITAS'LESTOCK SEE d i -------PKSCES'SISa i PRICE \BS0L RELATIVE ABSOL RELATIVE ABSOL. RELATIVE DISCOVERY ,FREQ. FREQ. 1 FREQ FREQ. FREQ. FREQ. MECHANISMS ' No. Percent No. P e rce n t No. Percenc I n d iv id u a l N e g o tia tio r 79 88.8 22 61.1 28 96.5 Group Bar­ g a in in g 0 0 14 38.9 0 0 M i s c e ll ­ aneous 10 !1 11.2 0 0 1 3 .4 89 TOTAL (b) 100.0 | 36 i 100.0 29 9 9 . 92 Q uestion No. 10: Which o f the fo llo w in g b e s t d e sc rib e s how you know the s p e c i f i c p r i c e you w i l l re c e iv e f o r the major p o rtio n o f the p o ta to e s you s e l l ? TABLc STOCK. PROCESSING " "i SEED PRICE ASSOL RELATIVE ABSOL RELATIVE A330L. RELATIVE DISCOVERY ^frREQ. FREQ. 1 FREQ. FREQ. FREO. FREQ. MECHANISMS 1 No. P ercent No. Percenc r n o . P ercent Adminis­ 44 tere d 48.9 24.2 10 8 47.6 18.9 51.5 Formula 17 17 3 14.3 Other 21.2 0 0 0 0 ( c o n tr a c t) 7 Other (Mar­ 5 .0 0 1 8.9 0 k e t Report) 8 3.0 5 .0 1 1 8 8.9 Auction Other (Mis­ 14.4 0 0 28.6 6 c e lla n e o u s) 13 rOTAL 70 100.0 33 99.9 21 10 0.5Z ^ The r e l a t i v e fre q u e n c ie s a re c a l c u l a t e d on the b a s i s of those producers who responded to the q u e s tio n and claim ed to s e l l any p o ta to e s in each m arket. Z D eviation s from 1007, a re due to rounding e r r o r s . 112 o th e r hand, th e p r ic e d isc o v e ry f u n c tio n i s h ig h ly d e - c e n tr a ­ l i z e d and i n d i v i d u a l i s t i c a t th e g row er l e v e l i n t h e t a b l e s t o c k and s e e d m a r k e ts . The o b j e c t i v e o f q u e s t i o n 10, s e e T a b le 5 - 6 ( b ) , was to i d e n t i f y f u r t h e r t h e p r i c e d i s c o v e r y mechanisms u t i l i z e d by M ich ig an p o t a t o p r o d u c e r s . The r e s p o n s e c a t e g o r i e s r e l a t e more t o q u a l i t a t i v e f a c t o r s th a n i n t h e p r e c e d i n g q u e s t i o n . In o t h e r w o rd s, t h e p r e c e d in g q u e s t i o n d e a l t p r i n c i p a l l y w i t h th e number o f p a r t i c i p a n t s i n v o l v e d i n th e p r i c e d i s ­ c o v e ry p r o c e s s . T h is q u e s t i o n a t te m p te d to i d e n t i f y more how p r o d u c e r s p e r c e i v e th e p r i c i n g m echanisms and t h e p r i c e th e y w i l l a c t u a l l y r e c e i v e f o r t h e i r p o t a t o e s . N e a rly h a l f o f b o th t a b l e s t o c k and s e e d r e s p o n d e n ts (49 p e r c e n t and 48 p e r c e n t r e s p e c t i v e l y ) f e l t t h a t th e p r i c e s w ere a d m i n i s t e r e d to them by th e b u y e r . One m ig h t e x p e c t t h i s r e s u l t g iv e n t h a t f a r m e r s a r e u s u a l l y t h o u g h t o f as p r i c e t a k e r s a n d , i n f a c t , one m ig h t b e s u r p r i s e d t h a t a h i g h e r p r o p o r t i o n d i d n o t mark a d m i n i s t e r e d . (A d m in is te re d was d e f i n e d as a " t a k e i t o r le a v e i t " o f f e r . ) N in e te e n p e r c e n t o f th e t a b l e s t o c k g ro w e rs s a i d th e p r i c e was d e c id e d by a fo rm u la w h i l e 9 p e r c e n t s a i d a u c t i o n and 9 p e r c e n t w r o te i n t h a t a m a rk e t r e p o r t d e te r m in e d th e p r i c e th e y w ould r e c e i v e . The fo rm u la and m a rk e t r e p o r t r e s p o n s e s m ost l i k e l y mean t h a t t h e s e p r o d u c e r s ' p r i c e i s d e te r m in e d by some r e p o r t e d p r i c e , w h ich m ig h t b e view ed as a form o f f o rm u la p r i c i n g . I n o t h e r w o rd s, i t i s p r o b a b le t h a t b o t h th e f o rm u la r e s p o n s e s and th e m a rk e t r e p o r t 1X3 r e s p o n s e s i n d i c a t e t h a t t h e s e g ro w e rs d e l i v e r t h e i r p o t a t o e s to b u y e r s , i . e . , r e t a i l s t o r e s , and t h a t t h e p r i c e th e y r e ­ c e i v e i s t i e d to a m a rk e t r e p o r t . Thus, 28 p e r c e n t o f th e t a b l e s t o c k g ro w e rs a p p e a r to be r e l y i n g on a f o rm u la b a s e d p ric e . Over h a l f o f t h e p r o c e s s e d g ro w ers s a i d th e y know t h e s p e c i f i c p r i c e th e y w i l l r e c e i v e from a f o rm u la . 21 p e r c e n t w r o te i n th e r e s p o n s e " c o n t r a c t . " In a d d itio n , Thus, we can c o n c lu d e t h a t a b o u t 73 p e r c e n t o f t h e p r o c e s s i n g g ro w ers s a i d t h e i r p r i c e was b a s e d on a f o rm u la . Of th e s e e d g r o w e rs , 48 p e r c e n t s a i d p r i c e s w ere a d ­ m i n i s t e r e d to them. F o u r te e n p e r c e n t s a i d t h e i r p r i c e was d e te r m in e d by a f o rm u la , one g ro w er s a i d an a u c t i o n , and one g ro w er s a i d a m a rk e t r e p o r t . fo rm u la o f some s o r t . Thus, 24 p e r c e n t s a i d a A l a r g e p r o p o r t i o n , 29 p e r c e n t , w ro te i n a v a r i e t y o f m e th o d s, and w ere lumped u n d e r th e m i s c e l la n e o u s c a t e g o r y . Q u e s tio n 11 a sk e d th o s e p r o d u c e r s who s a i d t h e i r p r i c e was d e te r m in e d by a fo rm u la to b r i e f l y d e s c r i b e th e c h a r a c ­ t e r i s t i c s o f t h e f o rm u la . N e a rly a l l p r o c e s s i n g r e s p o n d e n ts l i s t e d t h e te rm s o f t h e c h i p p in g o r t h e f r o z e n f r e n c h f r y c o n t r a c t s w h i l e t h e t a b l e s t o c k gro w ers g e n e r a l l y l i s t e d m a rk e t r e p o r t s . 5 .2 .3 P r e - S e a s o n C o n t r a c t i n g by M ich ig an P o t a t o P ro d u c e r s T a b le 5-7 p e r c e n t s some f i g u r e s on th e e x t e n t o f p r e ­ s e a s o n c o n t r a c t i n g on th e p a r t o f M ic h ig an p o t a t o p r o d u c e r s . 114 TABLE 5 -7 C o n t r a c t P r o d u c tio n - 1978 (R esp o n d e n ts) C ol, 1 C ol. 2 T o ta l A cres C o n t r a c te d 4,850.6 T o ta l A cres for P ro c essin g 6,752.0 C ol. 3 T o ta l M ich ig an A rc re s 15,228.0 C ol. 4 P ro p o rtio n o f P ro ces­ s i n g A cres C o n t r a c te d C ol, 5 P ro p o rtio n of T o ta l A c re s whicli a r e con­ tra c te d 727a1 327o2 1 Column 1 d i v i d e d by Column 2. 2 Column 1 d i v i d e d by Column 3. T h i r t y - f o u r p r o d u c e r s c la im e d to c o n t r a c t a p o r t i o n o f t h e i r c ro p . The a c r e s c o n t r a c t e d came t o 4 8 5 0 .6 (assu m in g t h a t th e y an sw ered on b a s i s o f th e 1978 c r o p ) , w h ich r e s u l t s i n an a v e ra g e o f 1 42.7 c o n t r a t e d a c r e s p e r c o n t r a c t i n g farm . Of th o s e p r o d u c e r s c la im in g to c o n t r a c t some o f t h e i r c r o p , t h e a v e ra g e p r o p o r t i o n c o n t r a c t e d p e r farm i s a b o u t 60 p e rc e n t. N e a rly t h r e e - f o u r t h s o f th e p r o c e s s i n g p o t a t o a c r e s r e p r e s e n t e d by th e r e s p o n d e n ts w ere c o n t r a c t e d . Con­ t r a c t i n g a l s o a c c o u n ts f o r a p p r o x im a te ly 32 p e r c e n t o f t h e t o t a l a c r e s r e p o r t e d by a l l r e s p o n d e n t s . 5 .2 .4 F u n c tio n s P erfo rm e d on P o t a t o e s by P ro d u c e r s P r i o r to S a le T a b le 5-8 shows th e number and p r o p o r t i o n o f gro w ers p e r f o rm in g v a r i o u s f u n c t i o n s on th e p o t a t o b e f o r e th e p r o ­ d u c t le a v e s th e fa rm , o r th e f a r m e r 's o w n e rsh ip , The d e ­ n o m in a to r o r r e l e v a n t p o p u l a t i o n f o r e a c h m a rk e t w i l l b e t h e t o t a l number t h a t c la im e d to grow any p o t a t o e s f o r e a c h 115 TABLE 5-8 FUNCTIONS PERFORMED ON POTATOES PRIOR TO FIRST SALES (R esp o n d en ts) Q u e s tio n No. 5 : Which o f th e f o l l o w i n g f u n c t i o n s a r e p e r ­ form ed by you o r y o u r f i r m b e f o r e t h e b u y e r t a k e s t i t l e t o th e p o t a t o e s ? ""TA B LE STO C K "P R O C E S S IN G FUNCTION ABSOL. RELATIVE PERFORMED BY FREQ. FREQ.1 PRODUCER N o. P ercen t WASH 80 WAX 0 ABSOL. RELATIVE FREQ. FREQ. N o. P ercen t EED ABSOL r W L A T I V E FREQ. FREQ. No. P e r c e n t .............. S 7 4.8 0 0 2 5 .6 0 0 0 0 0 GRADE 83 7 7 .6 18 4 7 .4 21 5 8 .3 PACK 84 7 8 .5 0 0 10 2 7 .8 TRANSPORT 40 3 7 .4 12 3 1 .6 2 STORE 57 5 3 .3 18 4 7 .4 17 5.6* 4 7 .2 The r e l a t i v e f r e q u e n c i e s w ere c a l c u l a t e d on th e b a s i s o f th e r e s p o n d e n ts who c la im e d to s e l l some p o r t i o n o f t h e i r p o t a t o c ro p i n e a c h m a rk e t: 107 t a b l e s t o c k , 38 p r o c e s s i n g , and 36 s e e d . m a rk e t. I n o t h e r w o rd s , r a t h e r th a n 88 p r o d u c e r s who grow o v e r h a l f o f t h e i r p r o d u c t f o r t h e t a b l e s t o c k m a r k e t, we w i l l h a v e 107 g ro w ers p r o d u c in g f o r th e t a b l e s t o c k m a rk e t, 38 p r o d u c in g f o r th e p r o c e s s i n g m a rk e t and 36 p r o d u c in g f o r t h e s e e d m a rk e t. A l l b u t one o f th e r e s p o n d e n ts checked a t l e a s t one f u n c t i o n , Over t h r e e - f o u r t h s o f a l l r e s p o n d e n ts p r o d u c in g any t a b l e s t o c k p o t a t o e s r e p o r t e d th e y p e rfo rm e d th e f u n c t i o n s o f w ash in g (75 p e r c e n t ) , g r a d in g (78 p e r c e n t and p a c k in g (79 p e r c e n t ) p r i o r to s a l e . Over h a l f o f t h e s e grow ers r e p o r t e d t h a t th e y s t o r e t h e i r t a b l e s t o c k p o t a t o e s 116 p r i o r to s a l e and 37 p e r c e n t c la im t o t r a n s p o r t t h e p o t a ­ t o e s from t h e farm . The p r o c e s s i n g and se e d m a rk e t p o t a t o e s g e n e r a l l y h a v e few er f u n c t i o n s p e rfo rm e d on them p r i o r to s a l e . Of t h e p r o c e s s i n g p o t a t o g r o w e rs , t h e p e r c e n t a g e r e p o r t i n g g r a d in g and s t o r i n g was 47 p e r c e n t f o r b o t h , ^ w h i l e 58 p e r c e n t and 47 p e r c e n t o f t h e s e e d g ro w e rs p e rfo rm t h e f u n c t i o n s o f g r a d in g and s t o r i n g , r e s p e c t i v e l y . Roughly o n e - q u a r t e r o f t h e se e d p o t a t o e s a r e p ac k ed p r i o r t o s a l e ; p r o c e s s i n g p o t a t o e s a r e g e n e r a l l y d e l i v e r e d b u lk t o p r o ­ c e s s i n g p l a n t s and c o n s e q u e n t ly a r e n o t p a c k e d . The p u r p o s e o f t h i s q u e s t i o n was to i d e n t i f y t h e m eaning o f ''p o t a t o " a t th e p o i n t o f f i r s t s a l e and to i d e n t i f y th e f n c t i o n s f u n c t i o n s p e rfo rm e d b y t h e p r o d u c e r s . I t a p p e a r s t h a t m ost t a b l e s t o c k p o t a t o e s a r e w ashed, g r a d e d , and p ack ed p r i o r to s a l e and n e a r l y h a l f o f t h e p r o c e s s i n g m a rk e t p o t a t o e s a r e g r a d e d . P ric e s fo r "p o ta to e s" a t p o in t o f f i r s t s a l e may d i f f e r d e p e n d in g on t h e f u n c t i o n s p e r f o r m ­ ed by t h e p r o d u c e r p r i o r to t h a t s a l e . The p r e c e d in g a t te m p te d to i d e n t i f y t h e sc o p e and n a ­ t u r e o f t h e t r a n s a c t i o n b etw e en g ro w e rs and t h e f i r s t b u y e r o f M ic h ig an p o t a t o e s . T h e re a p p e a r to be s u b s t a n t i a l l y d i f ­ f e r e n t m ethods o f s e l l i n g p o t a t o e s b etw een and w i t h i n th e /i Reim bursem ent f o r s t o r i n g t h e p o t a t o e s i s o f t e n in c lu d e d i n t h e c o n t r a c t . 117 p o ta to su b -m ark ets. On th e b a s i s o f d e l i v e r y and paym ent, t h e t a b l e s t o c k p r o d u c e r s a p p e a r to r e l y on a g e n ts ( t w o - t h i r d s o f th e r e ­ s p o n d e n ts ) w i t h a p p r o x im a te l y o n e - t h i r d s e l l i n g d i r e c t l y to t h e r e t a i l o u t l e t . Seed and p r o c e s s i n g g ro w ers p r i n ­ c i p a l l y s e l l d i r e c t l y to th e b u y er. Thus, i t a p p e a r s t h a t t h e a g e n t s / b r o k e r s a r e more h e a v i l y in v o lv e d i n t h e t a b l e s t o c k m a rk e t th a n t h e s e e d and p r o c e s s i n g m a r k e ts . W ith r e g a r d to t h e p r i c e d i s c o v e r y f u n c t i o n , i t a p p e a r s t h a t th e t a b l e s t o c k and s e e d g ro w ers a r e more d e ­ c e n t r a l i z e d and i n d i v i d u a l i s t i c t h a n th e p r o c e s s i n g g ro w e rs . The t a b l e s t o c k and s e e d g ro w ers a p p e a r to r e l y on t h e i r own resources ( d i r e c t s e l l i n g ) o r t h e r e s o u r c e s o f a g e n t s , w h ile th e p r o c e s s i n g p o t a t o g ro w ers r e l y more on th e gro up e f f o r t s o f t h e b a r g a i n i n g a s s o c i a t i o n and c o o p e r a t i v e . V iew ing t h e p r i c e d i s c o v e r y f u n c t i o n by o r g a n i z a t i o n s , i t a p p e a r s t h a t a p p r o x im a te l y o n e - t h i r d o f b o t h t a b l e s t o c k and p r o c e s s i n g p o t a t o g ro w ers h a n d l e t h e m a jo r p r i c e d i s ­ c o v e ry th e m s e lv e s , w h i l e a p p r o x im a te ly tw o - 'th ir d s r e l y on s p e c ia liz e d p r ic e d isc o v e ry firm s , i . e . , t i v e s and b a r g a i n i n g a s s o c i a t i o n , a g e n ts , co o p era­ T hus, th e two m a rk e ts a re q u ite s im ila r in th is re g a rd ,^ c O r g a n i z a t i o n a l l y t h e s e f ir m s d i f f e r c o n s i d e r a b l y . They may h av e s i m i l a r i m p l i c a t i o n s f o r who t h e p r im a r y u s e r s o f p r i c e d a t a a r e , b u t th e y w i l l have d i f f e r e n t im­ p l i c a t i o n s f o r th e i n f o r m a t i o n c o n t e n t o f r e p o r t e d p r i c e s and t h e r o l e t h e p r o d u c e r p l a y s i n th e o p e r a t i o n o f th e se o r g a n iz a tio n s . See F i g u r e 5 - 1 , 118 FIGURE 5 -1 Two P ro d u c e r P r i c e D is c o v e ry Methods 1(a): PRODUCERS A B C D E F AGENT Ji BUYERS S T U W Y 1 (b ): PRODUCERS A gent C o o p e r a tiv e AGENT BUYERS F i g u r e 1 ( a ) : Each p r o d u c e r i s c o n n e c te d to t h e a g e n t i n d i ­ v i d u a l l y , and th e d e c i s i o n from th e p r o d u c e r 's s t a n d p o i n t i s to a c c e p t t h e o f f e r and t u r n o v e r t h e p o t a t o e s , o r w i t h ­ draw and s e l l th r o u g h a n o t h e r a g e n t o r i n d i v i d u a l l y to a b u y e r . The a g e n t may a s se m b le a l l p o t a t o e s and s e l l to one b u y e r , o r he may s e l l to any number o f b u y e r s . On t h e o t h e r h an d , t h e a g e n t may p e r f o rm o n ly a p r i c e d i s c o v e r y and c o ­ o r d i n a t i o n f u n c t i o n and s im p ly n o t i f y t h e p r o d u c e r t o d e l i ­ v e r a s p e c i f i e d amount to a s p e c i f i e d l o c a t i o n a t a s p e c i ­ f i e d tim e . Or, as t h e q u e s t i o n n a i r e d i s c o v e r e d , t h e a g e n t may p i c k up th e p o t a t o e s a t th e farm . T hus, i t i s c o n s i s ­ t e n t f o r a p r o d u c e r t o r e p o r t s e l l i n g to a b r o k e r and to d i s c o v e r p r i c e s th ro u g h d i r e c t n e g o t i a t i o n . F ig u r e 1 ( b ) : The c o o p e r a t i v e n e g o t i a t e s th e c o n t r a c t . The p r im a r y d i f f e r e n c e b etw een t h i s r e l a t i o n s h i p and th e a g e n t above i s t h e o w n e rs h ip . I n t h e c o o p e r a t i v e a r r a n g e m e n t, t h e p r o d u c e r s h a v e some d e c i s i o n power o v e r a l l o f th e op­ e r a t i o n , n o t s im p ly t h e i r own p o t a t o e s . T h u s, t h e c o o p e r ­ a t i v e a rra n g e m e n t w ould b e more p r o p e r l y c a l l e d a group n e g o t i a t i o n and g ro w e rs do n o t d e a l i n d i v i d u a l l y w i t h th e c o o p e ra tiv e . 119 The im p o r ta n c e o f c o n t r a c t p r o d u c t i o n i n M ic h ig an p o t a t o p r o d u c t i o n and m a r k e tin g i s w i t n e s s e d b y t h e o b s e r ­ v a tio n t h a t resp o n d e n ts c o n tra c te d n e a r ly o n e - th ir d o f a l l a c r e s , and 72 p e r c e n t o f t h e p r o c e s s i n g p o t a t o a c r e s . In a d d i t i o n , 34 o f th e 38 g ro w e rs who p ro d u c e any p o t a t o e s f o r t h e p r o c e s s i n g m a rk e t c la im to c o n t r a c t a p o r t i o n o f t h e i r crop. A lso , f o rm u la p r i c i n g i s v e r y im p o r t a n t i n t h e M ic h ig an p o t a t o m a rk e t as i l l u s t r a t e d by th e 70 p e r c e n t i n t h e p r o c e s s i n g m a rk e t and 37 p e r c e n t i n t h e t a b l e s t o c k m ar­ k e t who c la im t h e i r p r i c e i s b a s e d on a fo rm u la . I t a p p e a r s t h a t a s u b s t a n t i a l p o r t i o n o f M ichigan p o t a t o e s a r e f u n c t i o n a l l y a l t e r e d p r i o r to s a l e by th e p r o ­ d u c e r s , e . g . , w ashed , g r a d e d and p ac k ed . Thus, t h e r e i s d i v e r s i t y i n th e s e l l i n g t r a n s a c t i o n b etw een and w i t h i n m ar­ k e t s i n th e form o f th e p o t a t o t h a t i s t r a d e d . 5 .3 A Com parison o f N on-R espondents and R e sp o n d en ts — t h e R e s u l t s o f The N on-R espondent I n t e r v i e w s T elep h o n e i n t e r v i e w s w ere c o n d u c te d on a random sam ple o f 50. o r 20 p e r c e n t , o f t h e n o n - r e s p o n d e n t p r o d u c e r s to e s ­ t i m a t e t h e e f f e c t o f r e s p o n s e b i a s on th e r e s u l t s o f th e s u r v e y o f M ichigan p o t a t o p r o d u c e r s . T h is s e c t i o n w i l l p r e ­ s e n t t h e r e s u l t s o f t h e n o n - r e s p o n d e n t i n t e r v i e w s and com­ p a r e some o f t h e a t t r i b u t e s o f th e n o n - r e s p o n d e n t p o p u l a t i o n w ith th e resp o n d e n t p o p u la tio n . H y p o th eses w ere f o r m u la te d and t e s t e d to d e te r m in e w h e th e r o r n o t th e r e s p o n d e n ts and n o n - r e s p o n d e n ts w ere from th e same p o p u l a t i o n . F o r exam ple, 120 i t was h y p o th e s iz e d t h a t t h e e s t i m a t e o f th e p r o p o r t i o n o f n o n - r e s p o n d e n ts e x h i b i t i n g p a r t i c u l a r a t t r i b u t e s d i f f e r s i g n i f i c a n t l y b etw een t h e n o n - r e s p o n d e n t gro up and th e resp on d ent g ro u p . ® 5 .3 .1 S iz e o f N on-R espondent and R esp o n d en t P o t a t o Farms I t was e x p e c te d t h a t th e n o n - r e s p o n d e n t farm s would b e s m a l l e r th a n th e r e s p o n d e n t f a r m s , and th e r e s u l t s o f th e s u r v e y o f n o n - r e s p o n d e n ts c o n firm th e e x p e c t a t i o n . The a v e ra g e s i z e o f th e r e s p o n d e n t s farm s was 125 a c r e s w h ile t h e n o n - r e s p o n d e n ts farm s a v e ra g e d 89 a c r e s p e r farm . The n u l l h y p o t h e s i s o f no d i f f e r e n c e i n th e s i z e o f th e farm s was r e j e c t e d a t th e 5 p e r c e n t l e v e l o f s i g n i f i c a n c e . The n o n - r e s p o n d e n t farm s w ere e x p e c te d to be s m a l l e r b e c a u s e we e x p e c t a p r o d u c e r 's i n t e r e s t i n p r i c e d a t a and i n f o r m a t i o n to b e p o s i t i v e l y r e l a t e d to t h e p o s s i b l e g a in s a s s o c ia te d w ith a c c u ra te in fo rm a tio n . T hus, p r o d u c e r s w i t h few er a c r e s o f p o t a t o e s w ould g a i n l e s s from a c c u r a t e i n ­ f o r m a tio n and d a t a on p o t a t o e s , and t h e r e f o r e , th e y would te n d to e x h i b i t l e s s i n t e r e s t i n p r i c e d a t a and i n f o r m a t i o n . I n e s s e n c e , t h i s w ould te n d to s u p p o r t Moser and K a lto n (1972) when th e y p o i n t o u t t h a t r e s p o n s e to m a il q u e s ­ t i o n n a i r e s c o r r e l a t e s w i t h th e i n t e r e s t i n th e s u b j e c t . In o t h e r w o r d s , th e n o n - r e s p o n d e n ts d id n o t r e t u r n ® Note t h e e s t i m a t e d v a l u e f o r t h e r e s p o n d e n t group i s th e t r u e v a l u e f o r t h a t group b e c a u s e i t was c a l c u l a t e d from a 100 p e r c e n t sam ple o f t h a t p o p u l a t i o n . C h a p te r 4 d i s c u s s e s th e p r o c e d u r e f o r th e n o n - r e s p o n d e n t i n t e r v i e w s . 121 q u e s t i o n n a i r e s b e c a u s e th e y e x p e c t to g a i n l i t t l e from im­ p ro v em en ts i n p r i c e d a t a and i n f o r m a t i o n and, t h e r e f o r e , th e y h a v e l i t t l e i n t e r e s t in th e s u b je c t. T a b le s 5-9 and 5-10 b r e a k down th e s i z e o f p o t a t o farm s by a c r e s p l a n t e d . A g r e a te r p ro p o rtio n o f n o n -re ­ s p o n d e n t farm s p ro d u c e 10 a c r e s o r l e s s and f o u r a c r e s o r le ss. The f o u r a c r e c u t o f f i s assumed to c o r r e s p o n d to t h e u p p e r l i m i t o f t h e c l a s s VI farm s as d e f i n e d by t h e B ureau o f C e n s u s .^ I n e s s e n c e , t h i s c u t o f f assumes t h a t t h e s e p r o d u c e r s do n o t s e l l p o t a t o e s , b u t r a t h e r consume t h e p o t a t o e s th e m s e lv e s . Thus, we would n o t e x p e c t t h e s e p r o d u c e r s to h av e much i n t e r e s t i n p r i c e d a t a and in f o r m a ­ t i o n inasm uch as th e y a r e n o t com m ercial p o t a t o p r o d u c e r s . I t s h o u ld a l s o b e n o te d t h a t f o u r a c r e s was th e p o i n t a t w hich b o th r e s p o n d e n t and n o n - r e s p o n d e n t p r o d u c e r s c la im e d t h a t th e y do n o t s e l l p o t a t o e s . A p p ro x im a te ly o n e - t h i r d o f t h e n o n - r e s p o n d e n t p r o d u c ­ e r s p l a n t e d 10 a c r e s o r l e s s o f p o t a t o e s i n 1978 w h ile a p p r o x im a te ly 15 p e r c e n t o f t h e r e s p o n d e n ts f e l l i n t h i s g ro u p . In s h o r t , t h i s le n d s f u r t h e r s u p p o r t to th e hypo­ t h e s e s t h a t t h e i n t e r e s t i n t h e s u b j e c t o f p r i c e d a t a and ^ T h is assum es a s e l l i n g p r i c e o f $2 .5 0 cw t. f o r po­ t a t o e s and 250 cw t. p e r a c r e y i e l d . A ls o , i t s h o u ld be n o te d t h a t th e B ureau o f Census farm c l a s s i f i c a t i o n s a r e n o t t e c h n i c a l l y r e l e v a n t f o r t h e farm s i n t h i s s tu d y b e ­ c a u se t h i s s tu d y i s c l a s s i f y i n g p r o d u c e r s s o l e l y on th e b a s is of p o ta to a c re s , I n o t h e r w o rd s, th e s u rv e y f a i l e d to d e te r m in e w h e th e r o r n o t t h e farm s p ro d u ced c r o p s i n a d d i ­ t i o n t o p o t a t o e s . T hus, c l a s s i f y i n g t h e farm s on th e b a s i s o f t h e ce n su s c l a s s i f i c a t i o n s assumes t h a t t h e farm s a l l s p e c ia liz e in p o ta to e s . 122 TABLE 5-9 P r o p o r t i o n s o f R e sp o n d en ts and N o n -re s p o n d e n ts P ro d u c in g 4 A cres o r L ess ( C la s s VI fa rm s) A cres o f P o ta to e s P la n te d R esp on den t A b so l.F re q , R e l.F re q . Number P ercent _< 4 a c r e s ^ N on-R espondent A b s o l.F r e q R e l . F r e q . Number P ercent 6 4 .3 5 1 3 .9 > 4 acres 133 9 5 .7 31 8 6 .1 TOTAL 139 1 0 0 .0 36 1 0 0 .0 H ;p =ir H p *» e s t i m a t e d p r o p o r t i o n o f n o n - r e s p o n ­ d e n t s p r o d u c in g 4 a c r e s o r l e s s . KQ:p n = p r o p o r t i o n o f r e s p o n d e n t s p r o d u c in g 4 acres or le s s . i s r e j e c t e d a t t h e .05 l e v e l o f s i g n i f i c a n c e . TABLE 5-10 P r o p o r t i o n s o f R e sp o n d en ts and N o n -re s p o n d e n ts P ro d u c in g 10 A cres o r L ess A cres o f P o ta to e s P la n te d Rf spo n d e n t Non-Respon 10 a c r e s 118 8 4 .9 24 6 6 .7 TOTAL 139 1 0 0 .0 36 1 0 0 .0 HQ:p H w here p = e s t i m a t e d p r o p o r t i o n o f n o n ­ r e s p o n d e n ts p r o d u c in g 10 a c r e s o r l e s s ; HQ:p >tr ir = p r o p o r t i o n o f r e s p o n d e n t s p r o ­ d u c in g 10 a c r e s o r l e s s . i s r e j e c t e d a t th e .05 l e v e l . = tt, 123 i n f o r m a t i o n i s p a r t i a l l y r e l a t e d to th e number o f a c r e s p la n te d . U sing t h e a s s u m p tio n s l i s t e d i n f o o t n o t e 7 r e g a r ­ d in g p r i c e and y i e l d , a 10 a c r e p o t a t o farm would b e c l a s s i ­ f i e d as a Type IV farm w i t h g r o s s s a l e s o f $6250, w h ich i s a s m a ll o p e r a t i o n b y modern a g r i c u l t u r a l s t a n d a r d s . 5 .3 .2 N o n -re s p o n d e n t and R esp o n d en t P r i c e D is c o v e ry Methods T a b le 5-11 shows th e p r o p o r t i o n o f r e s p o n d e n ts and n o n - r e s p o n d e n ts t h a t r e l y on o t h e r f i r m s , o r a c t o r s , f o r th e p r ic e d isc o v e ry fu n c tio n . I t was e x p e c te d t h a t t h e p r o p o r ­ t i o n o f n o n - r e s p o n d e n ts who r e l i e d on o t h e r f irm s f o r p r i c e d is c o v e r y would b e g r e a t e r th a n th e p r o p o r t i o n f o r r e s p o n ­ d e n ts . I n o t h e r w o r d s , we m ig h t e x p e c t t h a t th e n o n - r e s p o n - c e n t p o p u l a t i o n i s l e s s a c t i v e i n p r i c e d i s c o v e r y th a n th e respondent p ro d u c e rs. On th e b a s i s o f who pays th e g ro w e r, t h e r e i s no e v i ­ d ence o f a s i g n i f i c a n t d i f f e r e n c e i n t h e two s u b - p o p u l a t i o n s . Thus, we c a n n o t r e j e c t t h e h y p o t h e s i s t h a t t h e r e s p o n d e n ts and n o n - r e s p o n d e n ts b e lo n g to t h e same p o p u l a t i o n d e f i n e d by who p e rfo rm s th e p r i c e d i s c o v e r y f u n c t i o n . An a t t e m p t was a l s o made to d e te r m in e w h e th e r t h e r e was a d i f f e r e n c e b etw e en th e p r o p o r t i o n s o f r e s p o n d e n t mana­ g e r s and n o n - r e s p o n d e n t m anagers t h a t r e l i e d on group b a r ­ g a i n i n g and i n d i v i d u a l n e g o t i a t i o n s . T h is h y p o t h e s i s was n o t t e s t e d b e c a u s e t h e r e w ere to o few o b s e r v a t i o n s i n th e n o n -resp o n d en t g ro u p -b a rg a in in g c a te g o ry to conduct s i g n i f ­ ic an ce t e s t s . 124 TABLE 5-11 O r g a n i z a t i o n P e rfo rm in g t h e P r i c e D is c o v e ry F u n c tio n R e sp o n d en ts and N o n -re s p o n d e n ts F irm P e rfo rm in g P ric e D is c o v e ry R espot d e n t s N o n -re s t (ondents A b s o lu te R e l a t i v e A b s o lu te R e l a t i v e F re q u en cy F re q u e n c y F re q u e n c y F re q u e n c y Number P ercent Number P ercent P ro d u c e r ^ 73 46 12 43 A gen t/C oo p­ e ra tiv e 84 543 16 573 TOTAL 157 100 28 100 C l a s s i f i e d on b a s i s o f Q u e s tio n 4: "From whom do you r e c e i v e payment f o r t h e m a jo r p o r t i o n o f t h e p o t a t o e s you s e l l ? 2 3 P ro d u c e r i s p a i d by R e t a i l o r , P r o c e s s o r , o r Grower. H0 : P “ ir P = e s t i m a t e d p r o p o r t i o n o f n o n - r e s p o n ­ d e n ts t u r n i n g p r i c e d is c o v e r y o v e r to o th e r firm . H0 : p > * " = p r o p o r t i o n o f r e s p o n d e n t s t u r n i n g p r i c e d i s c o v e r y o v e r to o t h e r f i r m . The r e s p o n d e n ts and n o n - r e s p o n d e n ts w ere a s k e d two q u e s t i o n s s p e c i f i c a l l y a b o u t USDA p r i c e s . T a b le 5-12 g i v e s th e r e s u l t s o f t h e q u e s t i o n a s k i n g p r o d u c e r s w h e th e r th e y a r e aware o f USDA p r i c e s . W ell o v e r h a l f o f b o t h g ro u p s i n ­ d i c a t e d th e y a r e aw are o f USDA p r i c e s . T a b le 5-13 g iv e s t h e r e s u l t s t o th e q u e s t i o n o f w h e th e r th e p r o d u c e r s fo u n d USDA p r i c e s to be u s e f u l i n d e ­ c i s i o n m aking. Over h a l f o f th e n o n - r e s p o n d e n t p r o d u c e r s i n d i c a t e d t h a t t h e s e p r i c e s a r e n o t u s e f u l w h ile a p p r o x i ­ m a te l y o n e - t h i r d o f th e r e s p o n d e n t p r o d u c e r s i n d i c a t e d t h a t th e se p r ic e s a re n o t u s e fu l. T hese p r o p o r t i o n s w ere s i g n i f ­ i c a n t l y d i f f e r e n t a t t h e .05 l e v e l . 125 TABLE 5-12 RESPONDENTS AND NON-RESPONDENTS FAMILIARITY WITH USDA PRICES Q u e s tio n No.. 20: R esponse to q u e s t i o n No. 20 Are you f a m i l a r w ith t h e p o t a t o p r i c e s t h a t a r e p u b l i s h e d by th e U n ite d S t a t e D ep a rtm en t o f A g r i c u l t u r e ? R e sp o n d en ts Number P ercent N on-resjp o n d e n ts Number P ercent YES1 79 71 19 83 NO 32 29 4 17 111 100 23 100 TOTAL I n s u f f i c i e n t o b s e r v a t i o n s to t e s t f o r s i g n i f i c a n t d i f f e r e n c e betw een t h e p r o p o r t i o n s o f t h e two g ro u p s d e ­ c l a r i n g f a m i l i a r i t y w i t h USDA p r i c e s . TABLE 5-13 RESPONDENTS AND NON-RESPONDENTS FINDING USDA PRICES USEFUL Q u e s tio n No. 21: R esponse to Q u e s tio n No. 21 Do you f e e l t h e s e p r i c e s a r e u s e f u l to you? R esp o n d en ts Number P ercent 53 66 NO 27 341 TOTAL 802 H :p = it ° 100 8 4 4 .4 10 5 5 .6 it 7T = p r o p o r t i o n o f r e s p o n d e n ts who do n o t a f i n d USDA p r i c e s u s e f u l . Hq i s r e j e c t e d a t th e .05 l e v e l o f s i g n i f i c a n c e . 9 p The number o f r e s p o n s e s to t h i s q u e s t i o n i s l e s s th a n t h e number o f r e s p o n s e s to q u e s t i o n 20 b e c a u s e th o s e a n s w e rin g "No" on q u e s t i o n 20 w ere i n s t r u c t e d to ig n o r e q u e s t i o n 21. 126 I t s h o u ld be n o te d t h a t t h e q u e s t i o n a s k e d s p e c i f i c a l l y a b o u t d e c i s i o n making and i t i s c o n c e iv a b le t h a t t h e r e ­ s p o n s e s u n d e r s t a t e th e v a l u e o f USDA p r i c e s t o p r o d u c e r s inasm uch a s p r o d u c e r s may u s e USDA p r i c e s t o ch eck and com­ p a r e w i t h t h e p r i c e s o f f e r e d to them by t h e i r a g e n t s . in f a c t has been v e r i f i e d in o th e r s tu d ie s and J e s s e n e t a l . , 1 9 6 2 ). T h is ( G e r a ld , 1960 However, th e i m p o r t a n t p o i n t i s th a t a s i g n i f i c a n t l y g r e a t e r p ro p o rtio n of th e n o n -resp o n ­ d e n t p r o d u c e r s s t a t e t h a t USDA p r i c e s a r e n o t u s e f u l to them. A co m p ariso n o f t h e n o n - r e s p o n d e n t p r o d u c e r s w i t h th e resp o n d en t p roducers in d ic a t e s s i g n i f i c a n t d if f e r e n c e s b e ­ tw een t h e s e two p o p u l a t i o n s . T hese d i f f e r e n c e s i n d i c a t e th e f a l l a c y o f i g n o r i n g n o n - r e s p o n d e n ts to a m a il s u r v e y . Inasm uch as i t i s g e n e r a l l y assumed t h a t t h e r e s p o n s e r a t e t o a m a il s u r v e y i n c r e a s e s w i t h th e p o t e n t i a l r e s p o n ­ d e n t s i n t e r e s t i n t h e s u b j e c t m a t t e r o f th e s u r v e y , i t was h y p o t h e s i z e d t h a t t h e n o n - r e s p o n d e n t farms w ould be s m a l l e r i n terras o f p o t a t o a c r e a g e th a n th e r e s p o n d e n t f a r m s . The r e s u l t s o f th e t e le p h o n e i n t e r v i e w s found e v id e n c e t h a t th e n o n - r e s p o n d e n t farm s w ere s m a l l e r th a n th e r e s p o n d e n t f a r m s . I t i s assumed t h a t th e g r e a t e r i n t e r e s t i n th e s u b j e c t , p r i c e d a t a and m a rk e t i n f o r m a t i o n i s p o s i t i v e l y r e l a t e d to t h e e x p e c te d g a i n s a s s o c i a t e d w i t h a c c u r a t e i n f o r m a t i o n , and t h a t t h e e x p e c te d g a in s a r e r e l a t e d to th e number o f a c r e s of p o ta to e s. F o r exam ple, n o n -c o m m e rc ia l p r o d u c e r s sim p ly h ave l i t t l e u s e f o r m a rk e t i n f o r m a t i o n . 127 A n o th e r i m p o r t a n t f i n d i n g o f t h e s e i n t e r v i e w s i s t h a t a s i g n i f i c a n t l y g r e a t e r p r o p o r t i o n o f n o n - r e s p o n d e n ts do n o t f i n d USDA p r i c e s u s e f u l . Thus, th e n o n - r e s p o n d e n t p r o ­ d u c e rs would m ost l i k e l y e v a l u a t e p r i c e d a t a and i n f o r m a t i o n , and t h e s o u r c e s o f t h i s i n f o r m a t i o n d i f f e r e n t l y th a n th e respondent p ro d u c e rs. I n o t h e r w o rd s, i t a p p e a r s t h a t th e r e s u l t s o f t h e m a il q u e s t i o n n a i r e a r e s u b j e c t to r e s p o n s e b i a s inasm uch as th e r e s p o n d e n ts and n o n - r e s p o n d e n ts a p p e a r to b e lo n g to d i f f e r e n t p o p u la tio n s. A lth o u g h i t may be d i f f i c u l t to a s c e r t a i n th e e x t e n t o f th e b i a s i n th e m a il q u e s t i o n n a i r e , we m ig h t i n f e r th e d i r e c t i o n o f t h i s b i a s . By n o t i n c l u d ­ in g t h e n o n - r e s p o n d e n t p r o d u c e r s , who seem to b e l e s s i n ­ t e r e s t e d i n p r i c e d a t a and i n f o r m a t i o n , t h e m a i l q u e s t i o n ­ n a i r e r e s u l t s may o v e r s t a t e t h e u s e f u l n e s s o f p r i c e d a t a and i n f o r m a t i o n f o r t h e a v e ra g e p o t a t o p r o d u c e r . 5 .4 Summary The r e s u l t s o f th e m a i l q u e s t i o n n a i r e i n d i c a t e t h a t s u b s t a n t i a l d i f f e r e n c e s e x i s t i n th e M ic h ig an p o t a t o i n d u s ­ t r y a t th e p r o d u c e r f i r s t h a n d l e r l e v e l among th e t h r e e m a r k e ts . The farm s i n t h e p r o c e s s i n g p o t a t o m a rk e t a r e s u b s t a n t i a l l y l a r g e r th a n t h e t a b l e s t o c k f a r m s , and th e se e d farm s a r e th e s m a l l e s t . A n o th e r im p o r ta n t d i f f e r e n c e b etw e en t h e m a rk e ts i s t h a t t h e p r i c i n g sy stem i s more d e - c e n t r a l i z e d and i n d i v i d ­ u a l i s t i c i n t h e t a b l e s t o c k and s e e d m a r k e ts , w h erea s group 128 b a r g a i n i n g and c o n t r a c t i n g a t e im p o r t a n t i n t h e p r o c e s s i n g m arket* f o rm u la p r i c i n g i s i m p o r t a n t i n a l l t h r e e m a r k e ts , The r e s u l t s o f t h e n o n - r e s p o n d e n t i n t e r v i e w s i n d i c a t e t h a t t h e r e s p o n d e n ts and n o n - r e s p o n d e n ts do n o t b e lo n g to t h e same p o p u l a t i o n . The n o n - r e s p o n d e n t farm s a r e s m a l l e r , and a h i g h e r p r o p o r t i o n o f th e n o n - r e s p o n d e n t p r o d u c e r s do n o t f i n d USDA p r i c e s to b e u s e f u l . T h erefo re , th e r e s u l t s o f th e m a il q u e s t i o n n a i r e c a n n o t b e c o n s i d e r e d r e p r e s e n t a ­ t i v e o f a l l M ich ig an p o t a t o p r o d u c e r s . However, t h e r e a p p e a r to be no d i f f e r e n c e s i n th e p r o p o r t i o n o f r e s p o n d e n ts and n o n - r e s p o n d e n ts t h a t t u r n t h e i r p r i c e d i s c o v e r y f u n c t i o n o v e r to n o n -p ro d u c in g f i r m s . The m a j o r i t y o f M ich ig an p o t a t o g ro w ers r e l y on o t h e r f irm s to p e r f o rm t h e p r i c e d i s ­ c o v e ry f u n c t i o n s . CHAPTER 6 SOURCES AND USES OF PRICE DATA AND INFORMATION BY MICHIGAN POTATO PRODUCERS T h is c h a p t e r w i l l p r e s e n t t h e r e s u l t s o f t h e s u r v e y q u e s t i o n n a i r e and t h e p e r s o n a l i n t e r v i e w s i n w h ich p r o ­ d u c e r s w ere a s k e d to e v a l u a t e t h e e x i s t i n g p r i c e d a t a and i n f o r m a t i o n sy ste m . The f i r s t s e c t i o n o f t h e c h a p t e r p re s e n ts th e r e s u l t s of th e p i l o t in te rv ie w s w ith produc­ ers. The second s e c t i o n i n v o l v e s a p r e s e n t a t i o n and d i s ­ c u s s i o n o f th e r e s u l t s o f t h e m a il q u e s t i o n n a i r e t h a t was s e n t to a l l M ic h ig a n p o t a t o p r o d u c e r s , and th e r e s u l t s o f t h e c r o s s t a b u l a t i o n s b etw een i n f o r m a t i o n / d a t a and th e m a rk e t i n w hich th e p o t a t o e s a r e s o l d . ^ T h is s e c t i o n s p e c i f i c a l l y a d d r e s s e s t h e q u e s t i o n o f w h e th e r t h e r e a r e d i f f e r e n c e s i n t h e p r i c e d a t a and i n f o r m a t i o n u s e s among t h e m a r k e ts . 2 N ote t h a t th e p r o d u c e r e v a l u a t i o n s o f t h e p r i c e d a t a and i n f o r m a t i o n sy stem b a s e d on t h e m a il q u e s t i o n n a i r e c a n n o t be t r e a t e d a s r e p r e s e n t a t i v e o f a l l M ic h ig a n p r o d u c ­ e r s b e c a u s e o f t h e d i f f e r e n c e s betw een t h e r e s p o n d e n t and n o n -resp o n d en t p ro d u c ers d is c u s s e d in th e p re v io u s c h a p te r. A tte m p ts to o b t a i n r e s p o n s e s t o q u e s t i o n s 14, 16, 17 and 18 t o d e te r m in e th e e x t e n t o f r e s p o n s e b i a s f a i l e d inasm uch a s t h e p r o d u c e r s r e f u s e d t o answ er t h e q u e s t i o n s . 2 S i g n i f i c a n c e t e s t s w ere n o t c o n d u c te d f o r d i f f e r e n c e b etw een t h e m a r k e ts i n w h ich p r o d u c e r s s e l l b e c a u s e t h e r e ­ sp o n s e s r e p r e s e n t th e t r u e v a l u e o f t h e r e s p o n d e n t p o p u l a ­ t i o n p a r a m e te r . In o t h e r w ord s, t h e r e s u l t s p r e s e n t e d i n t h i s c h a p t e r r e p r e s e n t a c e n su s o f th e r e s p o n d e n t p r o d u c e r s . 129 130 6.1 Pilot Interviews - Producers P i l o t i n t e r v i e w s w ere u n d e r ta k e n w i t h M ic h ig an p o ­ t a t o p r o d u c e r s to a i d i n t h e d ev e lo p m e n t o f t h e m a il q u e s tio n n a ire . Six. p o t a t o p r o d u c e r s w ere i n t e r v i e w e d and fo u r p ro c e ssin g p o t a t o gro w ers and two t a b l e s t o c k p o t a t o g ro w e rs . The f o u r p r o c e s s i n g g ro w e rs s o l d i n b o t h t h e c h i p p in g and f r o z e n m a rk e ts and i n d i v i d u a l l y and c o l l e c ­ t i v e l y n e g o t i a t e d s a l e s to p r o c e s s o r s . One t a b l e s t o c k g ro w er s o l d d i r e c t l y to a r e t a i l c h a in s t o r e and th e o t h e r s o l d th ro u g h a b r o k e r . 6 .1 .1 P r o c e s s i n g Growers The p r o c e s s i n g p o t a t o p r o d u c e r s s t r e s s e d th e p roblem s o f h ig h c a p i t a l o u t l a y s and low r e t u r n s on t h e i r in v e s tm e n t. I n f a c t , one p r o c e s s p o t a t o grow er e x p l i c i t l y s t a t e d th e p ro b lem o f f i x e d a s s e t t h e o r y when he s t a t e d t h a t "m ost grow ers h av e an e s t a b l i s h e d way o f d o in g b u s i n e s s t h a t im­ p l i e s a l e v e l o f i n v e s tm e n t, and th e p r i c e s a r e to o low f o r t h e grow ers to make a p r o f i t . " The g row ers seemed v e r y c o g n i z a n t o f t h e i m p l i c a t i o n s t h a t h i g h p r i c e s i n p e r i o d one w i l l l e a d to h i g h e r o u t p u t and lo w e r p r i c e s i n p e r i o d two. In f a c t , a grow er s t a t e d t h a t h e was p a r t o f th e p ro b lem h i m s e l f i n t h a t he s ig n e d a c o n t r a c t f o r a p o r t i o n o f h i s c ro p i n 1978 and d e c id e d to p l a n t a g r e a t e r number o f a c r e s to p l a y t h e m a rk e t. He O I n t e r v i e w was w i t h a p o t a t o grow er i n Montcalm County on Ju ne 7 , 1978. 131 a l s o n o t e d t h a t num erous o t h e r p r o d u c e r s w ould l i k e l y do t h e same, w h ich h e p r e d i c t e d w ould r e s u l t i n a l a r g e cro p in th e F a ll. T hus, t h e g ro w e rs n o te d t h e i r i n t e r d e p e n d e n c e and even a r g u e d t h a t th e y n e e d e d n a t i o n a l c o l l e c t i v e b a r ­ g ain in g . However, th e y seemed h e s i t a n t to a g r e e to s u p p ly c o n tr o l m easures. T hese p r o d u c e r s s t r e s s e d c ro p r e p o r t s and s t o c k e s t i m a t e s as i m p o r t a n t ty p e s o f i n f o r m a t i o n i n d e c i d i n g on w h e th e r to c o n t r a c t o r n o t . They a l s o r e l i e d h e a v i l y on c o n d i t i o n s i n o t h e r p a r t s o f t h e U n ite d S t a t e s t h a t m ig h t a f f e c t t h e p o t a t o c r o p , i . e . , w e a th e r c o n d i t i o n s su c h a s f l o o d s t h a t a f f e c t p l a n t i n g and y i e l d s , o r e a r l y f r o s t s t h a t m ig h t i n f l u e n c e t h e h a r v e s t d a t e . I n o t h e r w o rd s , t h e s e p r o d u c e r s p r i n c i p a l l y s t r e s s e d s u p p ly i n f o r m a t i o n i n t h e i r e v a l u a t i o n o f th e m a r k e t. How­ e v e r , two o f th e p r o d u c e r s d i d s t r e s s th e f a c t t h a t th e y f e l t p r o c e s s o r s knew more a b o u t t h e g r o w e r s ’ o p e r a t i o n s th a n t h e g ro w e rs knew a b o u t p r o c e s s o r o p e r a t i o n s . One o f t h e s e g ro w ers a rg u e d t h a t g ro w e rs and t h e i r b a r g a i n i n g a s s o c i a ­ t i o n s n e e d i n f o r m a t i o n on t h e volume p r o c e s s e d by t h e f i r m i n t h e p r e v io u s y e a r , w h at s t o c k s t h e p r o c e s s o r h a s on h a n d , 4 and w h at h i s p r o j e c t e d s a l e s a r e . T hese g ro w e rs s t r e s s e d t h e im p o r ta n c e o f th e c o o p e r a ­ t i v e and th e b a r g a i n i n g a s s o c i a t i o n as s o u r c e s o f in f o rm a ­ tio n . T h is m ig h t b e e x p e c te d inasm uch as t h i s gro u p o f ^ C o n v e r s a tio n w i t h p o t a t o grow er i n M ontcalm County on Ju n e 7, 1978. 3.32 g ro w e rs s o l d a s u b s t a n t i a l p o r t i o n o f t h e i r c ro p on a p r e ­ s e a s o n c o n t r a c t an d s o l d a p o r t i o n o f t h e i r cro p th r o u g h th e c o o p e r a t i v e a n d / o r s i g n e d a c o n t r a c t n e g o t i a t e d by th e b a rg a in in g a s s o c ia tio n . An i n t e r e s t i n g o b s e r v a t i o n , h ow ever, i s t h a t many g ro w ers a l s o s e l l some p o r t i o n o f t h e i r cro p on an i n d i v i d ­ u a lly n e g o tia te d c o n tra c t. F o r ex am p le, one o f t h e s e g ro w ers s i g n e d c o o p e r a t i v e c o n t r a c t s w i t h f r o z e n f r e n c h f r i e s and c h i p p in g p r o c e s s o r s w h ich h ad b e e n n e g o t i a t e d by t h e b a r g a i n i n g a s s o c i a t i o n and th e c o o p e r a t i v e . He th e n n e g o t i a t e d i n d i v i d u a l l y w i t h t h e c h i p p in g p r o c e s s o r f o r an a d d itio n a l p o r tio n o f h is crop. At th e same tim e , t h i s g row er s t a t e d t h a t th e c o o p e r a t i v e was h i s '’in f o r m a t i o n c e n te r." T h is i l l u s t r a t e s a p ro b lem f a c i n g an o r g a n i z a t i o n su c h as t h e c o o p e r a t i v e o r th e b a r g a i n i n g a s s o c i a t i o n . In e f f e c t , b e c a u s e o f some o f t h e p r o p e r t i e s o f i n f o r m a t i o n - d i s c u s s e d i n C h a p te r 2 - th e c o o p e r a t i v e c a n n o t c a p t u r e a l l th e b e n e ­ f i t s o f i n f o r m a t i o n p r o d u c t i o n b e c a u s e i t i s d i f f i c u l t to e x c lu d e o t h e r u s e r s from t h e b e n e f i t s o f t h a t i n f o r m a t i o n . The m a g n itu d e o f t h e u s e o f c o o p e r a t i v e l y b a r g a i n e d in f o rm a ­ t i o n i s d i f f i c u l t t o a s s e s s , and t h u s , i t i s l i k e l y t h a t t h i s s tu d y may u n d e r s t a t e t h e im p o r ta n c e o f c o o p e r a t i v e l y p ro d u c e d i n f o r m a t i o n in asm u ch as p r o d u c e r s may u s e i t and n o t g i v e c r e d i t to i t s o r i g i n , B ecau se t h i s g ro up o f p r o d u c e r s w e re in v o lv e d i n p r e ­ s e a s o n c o n t r a c t i n g , an a t t e m p t was made t o a s c e r t a i n t h e 133 m a jo r g o a l s so u g h t b y t h e s e p r o d u c e r s I n t h e b a r g a i n i n g p rocess. Q u ite s im p ly , t h e overw helm ing r e s p o n s e was t h a t t h e s e g ro w e rs a t te m p te d to n e g o t i a t e a " c o s t o f p r o d u c t i o n " p ric e . T hus, c o s t o f p r o d u c t i o n i n f o r m a t i o n was s t r e s s e d as b e in g v e r y u s e f u l to t h e s e g ro w e rs . 6 .1 .2 T a b le s to c k Growers The t a b l e s t o c k g row ers h ave s u b s t a n t i a l l y d i f f e r e n t p o t a t o o p e r a t i o n s and t h e i r o r i e n t a t i o n to p r o d u c t i o n and m a r k e tin g d i f f e r e d s u b s t a n t i a l l y from th e p r o c e s s g ro w e rs . F irs t, th e t a b l e s t o c k g ro w ers d i d n o t engage i n p re-season c o n tra c tin g . S e c o n d ly , t h e t a b l e s t o c k g ro w ers i n t e r v i e w e d s o l d i n d i v i d u a l l y , d i r e c t l y to a r e t a i l o u t l e t o r by m a r k e tin g th e p o t a t o e s th r o u g h a b r o k e r . I n f a c t , th e grow er who tu r n e d th e p o t a t o e s o v e r to a b r o k e r h a d no s t o r ­ age f a c i l i t y , and th u s was p u r e l y s u b j e c t to th e g o in g p r i c e a t h a r v e s t tim e . H is o n ly c h o ic e i n t h e s h o r t - r u n was to s t o r e th e p o t a t o e s i n th e g ro u n d , i . e . , d elay h a r v e s t f o r a s h o r t p e r i o d i n hop es o f a h i g h e r p r i c e . The o t h e r grow er s o l d d i r e c t l y to a r e t a i l s t o r e and s t r e s s e d t h e im p o rta n c e o f m a i n t a i n i n g t h i s o u t l e t . He i n d i v i d u a l l y n e g o t i a t e d w i t h t h e r e t a i l s t o r e and engaged i n b i d and o f f e r n e g o t i a t i o n s when t h e s t o r e n e e d e d p o t a t o e s . The g row er a p p e a r e d to keep a b r e a s t o f t h e m a rk e t p r i n c i ­ p a l l y th r o u g h c o n t r a c t s w i t h b r o k e r s , n e i g h b o r s , and th e m a rk e t r e p o r t s . However, i t i s d i f f i c u l t to u n d e r s t a n d how b r o k e r s w i l l c o n t i n u e t o p r o v id e him i n f o r m a t i o n i f h e n e v e r 134 s e l l s th r o u g h them. T h u s, i t was d i f f i c u l t to a s c e r t a i n how he n e g o tia te d w ith th e r e t a i l s t o r e . He d i d c l a im , h ow ever, t h a t h i s r e l a t i o n s h i p w i t h t h e r e t a i l o u t l e t was i m p o r t a n t enough to him t h a t i t w ould t a k e a v e r y ex tre m e s i t u a t i o n f o r him to s e l l to a n o t h e r o u t l e t . T h is l a s t p o i n t was s t r e s s e d by a l l o f th e p r o d u c e r s in th e in te rv ie w s . Namely, s u b s t a n t i a l w e ig h t was a t t a c h e d by p r o d u c e r s to t h e im p o r ta n c e o f m a i n t a i n i n g a m a rk e t o u t ­ le t. I n o t h e r w o rd s , p r o d u c e r s showed l o y a l t y to t h e i r p r e s e n t o u t l e t s b e c a u s e o f th e f e a r o f no o u t l e t f o r t h e i r p o t a t o e s i n a y e a r o f h eav y p r o d u c t i o n . I n summary, i t a p p e a r s t h a t t h e r e a r e some b a s i c s t r u c t u r a l d i f f e r e n c e s b etw een t h e p r o c e s s i n g and t a b l e sto c k m a rk e ts . T hese d i f f e r e n c e s seem to l e a d to d i f f e r ­ e n t s e t s o f p ro b lem s and s l i g h t l y d i f f e r e n t m ethods ( s t a n ­ d a r d o p e r a t i n g p r o c e d u r e s ) o f o p e r a t i n g t h e farm w h ic h , i n t u r n , may n e c e s s i t a t e d i f f e r e n t o r g a n i z a t i o n a l and i n f o r ­ m a tio n a l n e e d s . The p r o c e s s i n g p o t a t o g ro w ers i n t e r v i e w e d s e l l a m a j o r i t y o f t h e i r c ro p on p r e - s e a s o n c o n t r a c t s . T h ere seemed to b e more o f an aw a re n ess on th e p a r t o f t h e s e g ro w ers o f th e i n te r d e p e n d e n c e o f p o t a t o p r o d u c e r s , They p o i n t e d o u t t h e p ro b lem o f h i g h c o n t r a c t p r i c e l e a d i n g to i n c r e a s e d p r o d u c t i o n and t h e low p r i c e s t h e f o l l o w i n g y e a r , and th e y g e n e r a l i z e d from t h e i r own a c t i o n s to o t h e r p r o ­ d u cers, I n o t h e r w o rd s, when p o i n t i n g o u t t h a t he was p l a n t i n g n o n - c o n t r a c t e d a c r e s to ’’p l a y t h e m a r k e t , " a 135 p r o d u c e r acknow ledged o t h e r g ro w e rs w ere m ost l i k e l y d o in g th e same, T a b l e s t o c k g r o w e r s , on t h e o t h e r h a n d , d i d n o t seem to c o n c e rn th e m s e lv e s w i t h t h e a c t i o n s o f o t h e r p r o ­ d u c e rs , and t h e y a p p e a r e d to b e more i n d i v i d u a l i s t i c and f a t a l i s t i c a b o u t th e m a rk e t and p o t a t o p r i c e s . The p r o c e s s i n g g ro w e rs r e l i e d q u i t e h e a v i l y on MACMA and th e c o o p e r a t i v e f o r r e l a y i n g p r i c e and m a rk e t i n f o r ­ m a tio n . Even th e i n d i v i d u a l n e g o t i a t i o n s r e l i e d on t h i s i n f o r m a t i o n , and t h e s e p r o d u c e r s d i d n o t f i n d USDA p r i c e s u s e f u l , inasm uch as th e y h a d a l r e a d y made t h e i r m a r k e tin g d e c isio n . T a b le s to c k g ro w ers r e l i e d on th e b r o k e r / a g e n t f o r p r i c e and m a rk e t in f o r m a ti o n .. These g ro w ers acknow ledged r e c e i v i n g USDA r e p o r t s b u t c la im e d th e r e p o r t s w ere to o l a t e to be o f much v a l u e i n d e c i s i o n m aking and t h a t th e p r i c e s r e p o r t e d w ere h i g h e r th a n th e p r i c e h e r e c e i v e d f o r h i s p o ta to e s. A c o n c e rn e x p r e s s e d by a l l g ro w e rs was s e c u r i n g an o u tle t fo r th e ir p o ta to e s. A ll o f th e p ro d u cers p la ced a premium on t h e a s s u r a n c e o f an o u t l e t when c o n s i d e r i n g w here to m a rk e t t h e i r p o t a t o e s . I t seems t h a t a s t r o n g f e a r was n o t h a v in g an o u t l e t i n a y e a r o f a l a r g e p o t a t o crop. A l l p r o d u c e r s a l s o s t r e s s e d th e im p o r ta n c e o f th e c o s t o f p ro d u c tio n in t h e i r p r ic e n e g o tia tio n s , 6 .2 M a il Q u e s t i o n n a i r e - A l l R e sp o n d en t P ro d u c e r s T h is s e c t i o n w i l l p r e s e n t th e r e s u l t s o f th e seco nd p a r t o f th e s u r v e y q u e s t i o n n a i r e . The o v e r a l l o b j e c t i v e o f 136 t h e s e c o n d p a r t o f th e q u e s t i o n n a i r e was to e v a l u a t e t h e e x i s t i n g p r i c e d a t a and i n f o r m a t i o n s y ste m from t h e p e r ­ s p e c t i v e o f p r o d u c e r d e c i s i o n m aking. To a c h ie v e t h i s , i t was n e c e s s a r y to i d e n t i f y t h e ty p e s o f i n f o r m a t i o n u s e d by p r o d u c e r s i n d e c i s i o n m aking, th e d e c i s i o n s t h a t p r o d u c e r s make t h a t u s e p r i c e d a t a , and th e s o u r c e s o f p r i c e d a t a and i n f o r m a t i o n u s e d by p r o d u c e r s . As d i s c u s s e d p r e v i o u s l y th e r e s p o n d e n ts w ere a s k e d t o r a t e th e u s e f u l n e s s o f v a r i o u s s o u r c e s and ty p e s o f i n f o r m a t i o n u s i n g a L i k e r t O r d i n a l S cale. 6 .2 .1 I n f o r m a t i o n Used i n D e c is io n Making T a b le 6 .1 p r e s e n t s t h e r e s u l t s o f th e p r o d u c e r s ' e v a l u a t i o n o f th e u s e f u l n e s s o f v a r i o u s ty p e s o f i n f o r m a t i o n u s e d i n d e c i s i o n m aking. The t a b l e p r e s e n t s th e a b s o l u t e numbers and th e r e l a t i v e f r e q u e n c i e s o f th o s e r e s p o n d in g by ea c h c a t e g o r y o f u s e f u l n e s s . T h ere w ere b e tw e e n 108 and 115 u s a b l e r e s p o n s e s to th e q u e s t i o n . P o t a t o p r i c e q u o t a t i o n s a p p e a r to be r a t e d th e m ost u s e f u l , as 47 p e r c e n t o f t h e r e s p o n d e n ts r a t e d p r i c e q u o te s as v e r y u s e f u l and 83 p e r c e n t r a t e d p r i c e q u o t a t i o n s as e i t h e r v e r y u s e f u l o r m o d e r a te ly u s e f u l . ^ P o ta to p r ic e f o r e c a s t s w ere r a t e d as v e r y u s e f u l by 33 p e r c e n t o f t h e p r o d u c e r s ; 69 p e r c e n t r a t e d p r i c e f o r e c a s t s as v e r y u s e f u l o r m o d e r a te ly u s e f u l . Only 16 p e r c e n t o f th e p r o d u c e r s s a i d p o t a t o f u t u r e s p r i c e s w ere v e r y u s e f u l . ^ See A ppendix I I I f o r a copy o f t h e q u e s t i o n n a i r e . TABLE 6-1 USEFULNESS OF INFORMATION IN DECISION MAKING BY ALL RESPONDENT POTATO PRODUCERS Q uestion No. 14: Various types o f in fo rm a tio n a re a v a i l a b l e to a i d managers i n d e c is io n making. P le ase i n d i c a t e how u s e f u l the fo llo w in g types o f in fo rm a tio n a re to you when you make d e c i s i o n s . TYPES OF INFORMATION P o tato P r ic e Q uotations P ric e s o f O ther Crops P o tato F u tures P ric e s Reports o f Potato P ric e s fo r P ast Years P o tato P ric e F o re ca sts E stim ates o f P la n tin g I n te n tio n s E stim ates o f Acres P la n te d Harvested and Y ields Volume o f P o tato Shipments E stim ates o f Stocks o f P otatoes E stim ates o f Production Costs T ra n s p o rta tio n Costs Wage r a t e s Labor A v a i l a b i l i t y Demand E stim ates Very— Moderately us EFUL useful Abs . Rel. Abs. Rel. F rq . Frq. F rq . F rq. P er­ Per­ i'o. cent No. cen t 54 47.0 41 35.7 9 8.3 25 23.1 18 15.9 32 28.3 RARELY USEFUL \ b s . Rel. Frq. P er­ No. cent 11 9.6 44 40.7 41 36.3 DO NOT USE BECAUSE: NOT USEFUL iNOT AWARE OF IT Abs. Rel. \b s. Rel. Frq. Frq. Frq. Frq. P er­ P er­ No. c e n t No. c en t 5.2 6 3 2.6 27 25.0 3 2 .8 16 14.2 6 5.3 TOTAL1 115 108 113 9 36 8.1 32.7 28 40 25.2 36.4 49 23 44.1 20.9 22 9 19.8 8.2 3 2 2.7 1.8 111 110 27 24.1 34 30.4 31 27.7 19 17.0 1 .9 112 33 16 29.2 14.0 31 43 27.4 37.7 34 36 30.1 31.6 15 18 13.3 15.8 0 1 0 .0 .9 113 114 28 24.6 49 43.0 20 17.5 17 14.9 0 0.0 114 22 19 19 12 28 19.1 16.7 16.7 10.5 25.5 33 36 29 16 38 28.7 31.6 25.4 14.0 34.5 35 34 42 58 24 30.4 29.£ 36. £ 50. S 2 1 .t 22 21 21 23 16 19.1 18.4 18.4 20.2 14.5 3 4 3 5 4 2.6 3.5 2.6 4 .4 3.6 115 114 114 114 110 The f a i l u r e o f producers to respond to each item r e s u l t s i n t o t a l resp o n se s £ 115 138 T h ese r e s u l t s a p p e a r to b e c o n s i s t e n t w i t h e a r l i e r s t u d i e s i n w h ich e v id e n c e was fo u n d t h a t p r o d u c e r s s t r e s s e d c u r r e n t p r i c e s and p r i c e o u t l o o k a s th e m o st f r e q u e n t l y used in fo rm a tio n . The m a jo r d i f f e r e n c e b e tw e e n t h e p r e s e n t s tu d y and th e o t h e r s t u d i e s l i e s i n th e a t t e m p t to m easu re th e i n t e n s i t y o f f e e l i n g a b o u t t h e u s e f u l n e s s i n th e p r e s e n t s tu d y a s o p po sed t o t h e f r e q u e n c y o f u s e . Of t h e n o n - p r i c e ty p e s o f i n f o r m a t i o n , e s t i m a t e s o f s t o c k s o f p o t a t o e s w ere r a t e d as e i t h e r v e r y u s e f u l o r m o d e r a te ly u s e f u l by 68 p e r c e n t o f p r o d u c e r s . A ls o , d e ­ mand e s t i m a t e s ; e s t i m a t e s o f p l a n t i n g i n t e n t i o n s ; and e s t i ­ m ates o f a c r e s p l a n t e d , h a r v e s t e d and y i e l d s ; a l l w ere r a t e d by o v e r 50 p e r c e n t o f th e r e s p o n d e n ts as v e r y u s e f u l o r m o d e r a te ly u s e f u l . I t a p p e a r s t h a t p r o d u c e r s hav e a f a i r l y w e l l - e s t a b ­ l i s h e d model o f th e m a rk e t inasm uch as th e h i g h e s t r a t i n g s w ere r e s e r v e d f o r p r i c e i n f o r m a t i o n , s u p p ly i n f o r m a t i o n and demand i n f o r m a t i o n , w h ile o t h e r i n f o r m a t i o n su c h as p r i c e s o f o t h e r c r o p s and l a b o r a v a i l a b i l i t y w ere r a t e d as much le ss u se fu l. 6 .2 .2 S o u rc es o f P r i c e D ata B ecause t h e m a jo r i n t e r e s t was i n p r i c e d a t a , an open ended q u e s t i o n was a s k e d to f i n d o u t w h ic h s o u r c e s o f p r i c e d a t a p r o d u c e r s r e l y on i n d e c i s i o n m ak in g , The r e ­ s u l t s o f t h i s q u e s t i o n a r e p r e s e n t e d i n T a b le 6 -2 f o r t h e e n t i r e group o f r e s p o n d e n ts to t h e q u e s t i o n . TABLE 6-2 PUBLISHED PRICE INFORMATION USED BY RESPONDENTS IN DECISION MAKING Question No. 15: Absolute Numbers NO. R e la tiv e P er­ Frequency cent NewsL e tte rs USDA Misc. Buyers News­ papers AO 37 29 17 12 12 4 2 1531 26 24 19 11 8 8 3 1 1002 Farm Farm Radio Magazine O rg a n iz atio n TOTAL ^ Producers were allowed to l i s t th r e e so u rc e s; th u s , t o t a l number exceeds 130. 2 P ercentages a re based on 153 re s p o n se s. 139 Responses P le a s e l i s t th r e e so u rces o f p u b lish e d p r i c e in fo rm a tio n t h a t a re th e most h e l p f u l to you i n d e c is io n making. 140 When a l l r e s p o n d e n t s w ere c o n s i d e r e d , i n d u s t r y new s­ l e t t e r s w ere l i s t e d m ost f r e q u e n t l y C26 p e r c e n t ) , f o llo w e d c l o s e l y by USDA p u b l i c a t i o n s (24 p e r c e n t ) . The t h i r d m ost o f t e n l i s t e d s o u r c e was an a g g r e g a t e grou p made up o f a g v a r i e t y o f s o u r c e s , b u y e r s w ere l i s t e d by 11 p e r c e n t o f t h e r e s p o n d e n t s , r a d i o and n ew sp ap er co m p rise d 8 p e r c e n t o f t h e r e s p o n s e s , and farm m a g azin es and farm o r g a n i z a t i o n s made up a v e r y s m a ll p r o p o r t i o n o f t h e r e s p o n s e s . T a b le 6-3 p r e s e n t s t h e r e s u l t s o f t h e q u e s t i o n w hich a sk e d p r o d u c e r s to e v a l u a t e th e u s e f u l n e s s o f t h e i r s o u r c e s o f p r i c e i n f o r m a t i o n i n d e c i s i o n m aking. From t h e s e r e ­ sp o n se s i t does n o t a p p e a r t h a t p r o d u c e r s r a t e t h e i r p r i c e d ata sources v ery h ig h ly . The s o u r c e r a t e d m ost f r e q u e n t l y a s v e r y u s e f u l was t h e p o t a t o b r o k e r / a g e n t c l a s s , w i t h 4 0 .2 p e r c e n t o f t h e p r o d u c e r s r a t i n g them a s v e r y u s e f u l ; i n ­ d u s t r y n e w s l e t t e r s w ere r a t e d v e r y u s e f u l by 31 p e r c e n t o f t h e p r o d u c e r s , and g o v e rn m e n ta l p u b l i c a t i o n s w e re r a t e d as v e r y u s e f u l by o n ly 2 4 .5 p e r c e n t o f t h e p r o d u c e r s . I n t e r e s t i n g l y , o n ly two s o u r c e s w ere r a t e d by a m a j o r i t y o f r e s p o n d e n t s as v e r y u s e f u l o r m o d e r a te ly u s e f u l ; a g e n ts and b r o k e r s by 74 p e r c e n t , and i n d u s t r y n e w s l e t t e r s by 57 p e r c e n t o f t h e r e s p o n d e n t s . c G overnm ental p u b l i c a t i o n s , The m i s c e l l a n e o u s r e s p o n s e s i n c lu d e d a r a n g e o f s o u r c e s , m ost o f w h ich w ere n o t e a s i l y i d e n t i f i a b l e as s o u r c e s , e . g . , " C h ic a g o ," " c o n t r a c t s / ' " l o c a l m a r k e t ; 5 p e r c e n t o f t h e r e s p o n d e n t s d id l i s t t h e f u t u r e s m a rk e r. I t i s a l s o c o n c e i v a b l e t h a t t h e te rm " p u b l i s h e d p r i c e s " was m i s l e a d i n g . P r o d u c e r s m ost l i k e l y s t r e s s e d w r i t t e n r e p o r t s i n t h i s q u e s t i o n . Thus, s u c h s o u r c e s a s b u y e r s , n e i g h b o r s , e t c . m ig h t n o t have b ee n c o n s i d e r e d " p u b l i s h e d . " 141 TABLE 6-3 USEFULNESS OF SOURCES OF INFORMATION IN DECISION MAKING BY ALL RES FONDENT POTATO PRODUCERS Q uestion No. 17: Sources of P ric e Data Newsoaper Magazines In d u stry N ew sletters Radio and TV S ta te and Fed­ e r a l G ov't Publ. U n iv e rs ity P u b lic a tio n s Neighbors C ooperatives and Farmer Organ. R e ta il S to re s P otato d e a l e r s , b r o k e r s , Ship­ pers , e tc . P rocessors and Agents Bankers and Lending In stitu tio n s P r ic e d a ta and in fo rm a tio n can be s e ­ cured from v a rio u s s o u r c e s . From the fo llo w in g l i s t , p le a s e i n d i c a t e which so u rces of p r i c e in fo rm a tio n you fin d to be most u s e f u l to you in making d e c i s i o n s . Very M oderately &ar e ly Not 1 U seful U seful Use f u l U seful i ! Abs Rel Abs. Rel. Abs. Rel. Absj. Rel Frq Fra F r a . F r a . F r c . F r a . Frajl Fra P e r­ Per­ P e r­ P e r­ T o ta l No. cent No. cent No. c e n t No. cent No. 1 19 17.9 37 34.9 23 21.7 27 25.5 106 4 3.8 27 26.0 29 27.9 44 42.3 104 31 13 3 1 .C 26 17.5 26 26.0 25.2 15 30 15.0 28 29.1 29 28.0 28.2 100 103 26 24. 5 24 22.6 32 30.2 24 22.5 106 11 25 10.4 '27 23.6 25 25.5 23.6 34 30 32.1 34 28.3 26 32.1 24.5 106 106 17 18 16.2 16.7 30 24 28.6 22.2 31 37 29.5 27 34.3 29 25.7 26.9 105 108 43 40.2 36 33.6 16 15.0 12 11.2 107 13 12.4 26 24.3 30 28.6 36 34.3 105 2 1.9 6 5.7 38 3 5 . S 60 56.6 106 ^ The f a i l u r e o f some producers to respond to each, item r e s u l t s in a t o t a l resp o n se <_ 108. 142 n e i g h b o r s , c o o p e r a t i v e s and fa r m e r o r g a n i z a t i o n s w ere a l l r a t e d s i m i l a r l y w i t h 45-46 p e r c e n t o f t h e r e s p o n d e n t s r a t i n g them a s m o d e r a te ly u s e f u l o r v e r y u s e f u l . I t i s a p p a r e n t from t h e s e d a t a t h a t t h e b r o k e r / a g e n t c a t e g o r y i s t h e o n ly s o u r c e o f i n f o r m a t i o n w h ic h i s c o n ­ s i d e r e d a t l e a s t m o d e r a te ly u s e f u l b y m ost o f th e r e ­ s p o n d e n ts . The r e l a t i v e l y low r a t i n g s o f t h e s o u r c e s o f p r i c e d a t a by t h e r e s p o n d e n ts may be a p s y c h o l o g i c a l e f f e c t o f p r o d u c e r s blam in g low p r i c e s on t h e i r s o u r c e s o f p r i c e in fo rm a tio n . A n o th e r p o s s i b i l i t y , o f c o u r s e , i s t h e r e l ­ a t i v e n e g l e c t o f m a r k e tin g and p r i c i n g i s s u e s on t h e p a r t o f p r o d u c e r s i n d e c i s i o n making w i t h o n ly p a s s i n g r e f e r ­ en ce to p r i c e q u o t a t i o n s . 6 .2 .3 U s e f u ln e s s o f P r i c e D ata i n D e c is io n Making T a b le 6 -4 sum m arizes t h e r e s u l t s o f t h e p r o d u c e r s ' e v a l u a t i o n s o f t h e u s e f u l n e s s o f p r i c e d a t a f o r m aking' s p e c ific d e c isio n s. I n g e n e r a l , p r o d u c e r s c l a im l i t t l e v a l u e o f p r i c e d a t a i n d e c i s i o n m aking. T h ere w ere no d e c i s i o n s r e c e i v i n g a r a t i n g o f v e r y u s e f u l o r m o d e r a te ly u s e f u l by h a l f t h e r e s p o n d e n t s . The " v e r y u s e f u l " r a t i n g was g iv e n t h e m ost f r e ­ q u e n t l y t o t h e d e c i s i o n r e g a r d i n g t o whom t o s e l l t h e i r p o ta to e s, e .g ., e tc . s h i p p e r , d i r e c t to r e t a i l , to p r o c e s s o r , T w enty-one p e r c e n t o f t h e p r o d u c e r s r a t e d p r i c e d a t a as very u s e f u l f o r t h i s d e c is io n . T h irty -s ix p ercen t of th e producers r a te d p r ic e d a ta as v ery u s e fu l o r TABLE 6-4 USEFULNESS OF PRICE DATA FOR SPECIFIC DECISIONS BY ALL RESPONDENT PRODUCERS Question No. 16: Published or reported p r ic e s might be h e lp fu l in making numerous d e c isio n s. Please in d ic a te how u se fu l p ric e data and reported p r ic e s a re to you when you make the following d e c isio n s. Ver y LJlas'P 1 Decisions To Plant or not to p lan t potatoes Number of Acres to Plant V ariety of Potatoes to P lan t When to S e ll Potatoes (timing of sa le s ) lo bargain for Pre-season Con­ trac t To J o ; n Other Pro­ ducers in S e llin g and Marketing The Market in which to S ell Potatoes Geographical Area in Which to S e ll Potatoes Size and Type of Container to Use To Whom to S e ll Potatoes Abs. Rel. Frq. F rq . No. Percent Mode r a t e ly Us eful Abs. Rel. F rq. Frq. No. Percent Rarely Useful Abs. Rel. F rq . F rq . Wo. Percent Not Useful Abs. R e l. Fro. F rq . No. Jercent T o ta l1 No. 6 5.5 31 28.2 37 33.6 36 32.7 110 12 11.1 36 33.3 30 27.8 30 27.8 108 10 9.2 31 28.4 30 27.5 38 34.9 109 15 13.8 36 33.0 26 23.9 32 29.4 109 19 17.4 17 15.6 24 22.0 49 45.0 109 5 4.6 18 16.5 33 30.3 53 48.6 109 13 11.9 23 21.1 27 24.8 46 42.2 109 9 8.3 18 16.5 33 30.3 49 45.0 109 3 7.5 29 27.1 32 29.9 38 35.5 109 23 21.5 15 14.0 30 28.0 39 36.4 1 107 1 The f a i l u r e of some producers to respond to each ite m .r e s u l t s in the t o t a l responses 110. 144 m o d e r a te ly u s e f u l f o r m aking t h i s d e c i s i o n . The h i g h e s t combined r a t i n g , v e r y u s e f u l o r m o d e r a te ly u s e f u l , was g iv e n to th e d e c i s i o n o f when to s e l l p o t a t o e s , i . e . , tim in g o f s a l e s th e (47 p e r c e n t ) . I n g e n e r a l , t h e r e s u l t s conform w i t h w hat we would e x p e c t from economic t h e o r y in asm u ch a s t h e number o f a c r e s t o p l a n t and when to s e l l a r e s t r e s s e d a s d e c i s i o n s w hich u s e p r i c e d a t a . I t s h o u ld b e n o t e d , h ow ever, t h a t t h e d e c i s i o n on t h e v a r i e t y o f p o t a t o e s t o p l a n t , a l s o r e c e i v e d a f a i r l y h ig h r a t i n g . T h is r e s p o n s e i n d i c a t e s t h e s p e c i a l i z e d n a t u r e o f t h e demand f o r p o t a t o e s . In o t h e r w o rd s, t h e v a r i e t y o f p o t a t o p l a n t e d by a p r o ­ d u c e r may l i m i t t h e m a r k e tin g o p t i o n s l a t e r i n t h e y e a r b e c a u s e some p o t a t o v a r i e t i e s a r e n o t d e s i r a b l e f o r s p e c ­ if ic uses. T hus, t h i s d e c i s i o n m ig h t be view ed a s r e l a t e d to t h e d e c i s i o n on t h e c h o i c e o f m a rk e t i n w hich to s e l l th e p o ta to e s . 6 .2 .4 I n f o r m a t io n and The P r i c i n g D e c is io n T a b le 6-5 p r e s e n t s t h e r e s u l t s o f t h e q u e s t i o n a s k in g p r o d u c e r s to r a t e t h e im p o r ta n c e o f v a r i o u s t y p e s o f i n f o r ­ m a tio n when th e y d e c i d e on a s e l l i n g p r i c e . The m ost f r e ­ q u e n t ,fv e r y i m p o r t a n t " r a t i n g was g iv e n t o t h e p r i c e o t h e r g ro w e rs h a v e b ee n o f f e r e d , w i t h 43 p e r c e n t o f t h e g ro w e rs g iv in g t h i s r a t i n g . T h is was f o llo w e d by 38 p e r c e n t o f t h e g ro w e rs i n d i c a t i n g t h a t i n f o r m a t i o n on demand was v e r y im­ p o rta n t. Own c o s t o f p r o d u c t i o n and s u p p ly e s t i m a t e s TABLE 6-5 TYPES OF INFORMATION IMPORTANT TO POTATO PRODUCERS WHEN DECIDING ON A SELLING PRICE (ALL RESPONDENT PRODUCERS) Q u e s tio n N o .18: How im p o r ta n t a r e t h e f o llo w in g t y p e s o f i n f o r m a t i o n when you d e c id e t h e p r i c e a t w hich you w i l l s e l l t h e m a jo r p o r t i o n o f your p o ta to e s? resp o n ses M o d e ra te ly I m p o r ta n t No. P e r c e n t Of L i t t l e Im p o rta n c e No. P e r c e n t Of No Im p o rta n c e No. P e r c e n t 27 2 5 .7 33 3 1 .4 22 2 1 .0 105 25 2 3 .1 40 3 7 .0 32 2 9 .2 108 38 3 5 .2 11 1 0 .2 13 1 2 .0 108 45 4 1 .3 14 1 2 .8 16 1 4 .7 109 36 3 3 .6 13 1 2 .1 17 1 5 .9 107 30 2 7 .8 23 2 1 .3 20 1 8 .5 108 35 3 2 .4 22 2 0 .4 21 1 9 .4 108 T o t a l No. i 145 V«iry Types o f [mp<;> r ta n t I n f o r m a tio n :fo. P e r c e n t I n f o r m a t io n on n o n ­ p r i c e te rm s o f s a l e (Volume you can d e ­ l i v e r , tim e o f d e ­ liv e r y , p la c e of d e liv e ry , e tc .) 23 2 1 .9 The P r e v io u s Y ears P r i c e 11 1 0 .2 The P r i c e O th e r Growers h av e b een o ffered 46 4 2 .6 Supply E s tim a te s 3 1 .2 34 Demand E s tim a te s 3 8 .3 41 Your C o st o f P r o d u c tio n 3 2 .4 35 Your L e v e l o f 2 7 .8 P r o d u c tio n 30 ^ The f a i l u r e o f p r o d u c e r s t o re s p o n d t o ea c h ite m r e s u l t s i n t h e t o t a l < 109. 146 f o llo w e d c l o s e l y w i t h 32 p e r c e n t and 31 p e r c e n t r e s p e c ­ tiv e ly . Combining t h e v e r y im p o r t a n t and m o d e r a te ly i m p o r ta n t r e s p o n s e s , t h e p r i c e o t h e r s have b een o f f e r e d r a t e s t h e h i g h e s t w i t h 78 p e r c e n t . S upply e s t i m a t e s w ere r a t e d a s im p o r t a n t by 73 p e r c e n t . Own c o s t o f p r o d u c t i o n and own l e v e l o f p r o d u c t i o n w ere e a c h r a t e d a s m o d e r a te ly o r v e r y i m p o r ta n t by 60 p e r c e n t o f t h e r e s p o n d e n t s . I t i s i n t e r e s t i n g t o n o t e t h a t t h e p r o d u c e r s gave s u b s t a n t i a l l y h i g h e r r a t i n g s t o t h e in f o r m a t i o n i n t h i s q u e s t i o n th a n i n t h e o t h e r q u e s t i o n s . F iv e o u t o f th e se v e n ty p e s o f i n f o r m a t i o n w ere r a t e d a s e i t h e r v e r y im­ p o r t a n t o r m o d e r a te ly i m p o r t a n t by more th a n h a l f o f th e pro du cers. T h is m ig h t mean t h a t e i t h e r (a) t h e i n f o r m a t i o n i s a v a i l a b l e and t h e p r o d u c e r s a r e n o t aw are o f i t ; th e re ­ f o r e , i t i s n o t u s e f u l to them, o r (b) t h e in f o r m a t i o n th e y f e e l i s i m p o r ta n t i s n o t a v a i l a b l e t o them. I n summary, M ic h ig a n p o t a t o p r o d u c e r s r a t e d p r i c e q u o t a t i o n s and p r i c e f o r e c a s t s a s t h e m ost u s e f u l ty p e o f i n f o r m a t i o n i n d e c i s i o n m aking. T h is r e s u l t c o r r e s p o n d s w i t h t h e f i n d i n g s i n o t h e r s t u d i e s t h a t fo u n d c u r r e n t p r i c e s and p r i c e o u t l o o k t h e m ost f r e q u e n t l y u s e d i n f o r ­ m a tio n . Of t h e n o n - p r i c e i n f o r m a t i o n , o v er h a l f o f t h e M ic h ig an p r o d u c e r s r a t e d demand e s t i m a t e s and s u p p ly i n ­ f o r m a tio n a s v e r y u s e f u l o r m o d e r a te ly u s e f u l . When a s k e d s p e c i f i c a l l y a b o u t t h e u s e f u l n e s s o f p r i c e d a t a , p r o d u c e r s g e n e r a l l y g ave q u i t e low r a t i n g s . In 147 e v a lu a tin g th e u s e fu ln e s s of v a rio u s sources o f p r ic e d a ta , o n ly two s o u r c e s w ere r a t e d v e r y u s e f u l o r m o d e r a te ly u s e ­ f u l by h a l f o f t h e p r o d u c e r s : in d u stry n e w s le tte rs . t h e b r o k e r / a g e n t g ro u p and The USDA p r i c e r e p o r t s and t h e c o o p e r a t i v e / f a r m e r o r g a n i z a t i o n group f o llo w e d w i t h a r a t ­ in g o f v e r y u s e f u l o r m o d e r a te ly u s e f u l b y a p p r o x im a te l y 46 p e r c e n t o f t h e p r o d u c e r s . I n a t t e m p t i n g t o i d e n t i f y t h e d e c i s i o n s f o r w h ich producers fin d p r ic e d a ta u s e f u l, i t was d i s c o v e r e d t h a t p r o d u c e r s do n o t r a t e p r i c e d a t a a s v e r y u s e f u l i n making d e c isio n s. Not one d e c i s i o n r e c e i v e d a v e r y u s e f u l o r m o d e r a te ly u s e f u l r a t i n g by 50 p e r c e n t o r more o f th e g ro w ers. The d e c i s i o n r e c e i v i n g t h e h i g h e s t r a t i n g was th e tim in g o f s a l e s , i . e . , when to s e l l . The n e x t h i g h e s t r a t i n g was g iv e n to t h e d e c i s i o n on t h e number o f a c r e s to p la n t. Only o n e - t h i r d o f th e g ro w ers i n d i c a t e d t h a t p r i c e d a t a was u s e f u l o r m o d e r a te ly u s e f u l i n making t h e d e c i ­ s i o n s on w hich m a rk e t to s e l l i n , o r w h e th e r o r n o t to p la n t p o ta to e s. P r o d u c e r s w ere a l s o a s k e d to r a t e th e im p o r ta n c e o f v a r i o u s t y p e s o f i n f o r m a t i o n t o them when t h e y w ere d e c i d ­ in g on a s e l l i n g p r i c e . T hese i n f o r m a t i o n ty p e s w ere g e n ­ e r a l l y g iv e n a h i g h e r r a t i n g th a n t h e q u e s t i o n s d e a l i n g w ith th e u s e fu ln e s s of v a rio u s ty p es o f in fo rm a tio n . F iv e o u t o f se v e n ty p e s o f i n f o r m a t i o n w ere r a t e d v e r y i m p o r ta n t 148 o r m o d e r a te ly i m p o r ta n t by 50 p e r c e n t o r more o f th e g r o w e rs . The p r e v i o u s y e a r ’ s p r i c e r e c e i v e d t h e lo w e s t r a t i n g w i t h o n ly 33 p e r c e n t , r a t i n g i t v e r y i m p o r ta n t o r m o d e r e a te ly i m p o r t a n t . T h is a p p e a r s t o b e a somewhat p a r a d o x i c a l r e s u l t . P ro d u c e r s c la im t h a t p r i c e i n f o r m a t i o n i s t h e m ost u s e f u l ty p e o f i n f o r m a t i o n t o them i n d e c i s i o n m aking. Y et when asked to e v a lu a te i t s u s e fu ln e s s f o r s p e c i f i c d e c is io n s , i t was r a t e d q u i t e low and th e s o u r c e s o f t h i s i n f o r m a t i o n w ere a l s o g iv e n low r a t i n g s . One m ig h t e x p l a i n t h e s e r e s u l t s by a r g u in g t h a t t h e h i g h r a t i n g g iv e n to p r i c e q u o te s and p r i c e f o r e c a s t s r e ­ f l e c t s t h e im p o r ta n c e o f p r i c e i n d e t e r m in in g t h e income to th e p ro d u c tio n o f p o ta to e s . In a d d itio n , i t i s p o ssib le t h a t t h e r a t i n g s a r e r e l a t e d to th e r e s p o n d e n t s 1 i n t e r p r e ­ ta tio n of d if f e r e n t q u e stio n s. Q u e s tio n s #14 and 13 may have been i n t e r p r e t e d a s h y p o t h e t i c a l q u e s t i o n s , i . e . , w hat ty p e s o f i n f o r m a t i o n would be u s e f u l o r i m p o r t a n t . W ith t h i s i n t e r p r e t a t i o n t h e p r o d u c e r s would n o t b e e v a l u a t i n g w hat th e y a c t u a l l y u s e b u t r a t h e r w hat th e y would f i n d u s e ­ fu l. In o t h e r w o rd s, t h e i n f o r m a t i o n may be c o n s i d e r e d im­ p o r t a n t , b u t on t h e b a s i s o f t h e q u e s t i o n n a i r e t h e r e i s no way t o a s c e r t a i n w h e th e r t h e p r o d u c e r s a c t u a l l y u s e i t . 7 7 The s p e c i f i c w ord in g o f q u e s t i o n s 14, 16, 17 and 18 may h av e l e d to am biguous i n t e r p r e t a t i o n by t h e p r o d u c e r s . F or exam ple, q u e s t i o n #18 u s e s t h e word i m p o r ta n t r a t h e r t h a n u s e f u l . T hus, th e a p p a r e n t i n c o n s i s t e n c i e s i n r e s p o n ­ s e s t o t h e s e q u e s t i o n s may r e f l e c t some q u e s t i o n n a i r e am­ b ig u ity . 149 Q u e s tio n s #16 a n d ' 17 a p p e a r e d t o h a v e b e e n answ ered on th e b a s i s o f w hat t h e p r o d u c e r s a c t u a l l y u s e . In o th e r w o rd s, t h e p r o d u c e r s m ost l i k e l y e v a l u a t e d th e p r i c e d a t a and s o u r c e s o f p r i c e d a t a on t h e b a s i s o f w hat i s c u r r e n t l y a v a i l a b l e t o them. The low r a t i n g s may th e n im p ly t h a t th e p r o d u c e r s do n o t f i n d p r i c e d a t a , n o r t h e i r s o u r c e s , v e r y u se fu l. T h is f i n d i n g may b e f u r t h e r s u p p o r te d by t h e h ig h n on-resp o n se r a t e . However, t h e r e s u l t s o f t h e q u e s t i o n ­ n a i r e do s u g g e s t t h a t t h e tim in g o f s a l e s and a g r e e i n g on a s e l l i n g p r i c e a r e two d e c i s i o n s f o r w h ich p r i c e d a t a and i n f o r m a t i o n a r e fo u n d to be u s e f u l . 6 .3 M a il Q u e s t i o n n a i r e - R esp o n d en t P r o d u c e r s by M arket T h is s e c t i o n w i l l p r e s e n t t h e r e s u l t s o f c r o s s t a b ­ u l a t i o n s betw een m a rk e t s t r u c t u r e v a r i a b l e s and th e u s e s and s o u r c e s o f p r i c e d a t a and i n f o r m a t i o n . T h ese c r o s s t a b u l a t i o n s i d e n t i f y w h ich s t r u c t u r a l v a r i a b l e s m ost a c c u r a t e l y p r e d i c t th e i n f o r m a t i o n and d a t a n e e d s and u s e s o f th e p r o d u c e r s . 6 .3 .1 USDA As A S o urce o f P r i c e D ata by M arket T a b le s 6-6 and 6-7 g i v e t h e number and p r o p o r t i o n o f M ic h ig an p o t a t o p r o d u c e r s who s a i d t h a t th e y a r e aw are o f Q th e p r i c e s p u b l i s h e d b y USDA and w h e th e r th e y f e e l th e Q p ric e s, When p r o d u c e r s r e f e r to USDA o r governm ent r e p o r t e d th e y g e n e r a l l y a r e r e f e r r i n g t o t h e M ark et News 150 USDA p r i c e s a r e u s e f u l t o them. On t h e b a s i s o f a l l p r o ­ d u c e r s , o v e r t w o - t h i r d s o f t h e p r o d u c e r s a r e aw a re o f t h e s e p r i c e s and f e e l t h e s e p r i c e s a r e u s e f u l t o them i n d e c i s i o n m aking. Looking a t M ic h ig an p o t a t o p r o d u c e r s by t h e m a rk e t i n w h ich th e y s e l l p o t a t o e s , i t a p p e a r s t h a t t h e p r o c e s s p o t a t o g ro w e rs f i n d t h e USDA p r i c e s t o be l e s s u s e f u l th a n t h e t a b l e s t o c k and s e e d g r o w e rs . W hile a s l i g h t l y h i g h e r p r o p o r t i o n o f p r o c e s s g ro w e rs c la im aw a re n e ss o f t h e s e p r i c e r e p o r t s , o v e r h a l f o f t h e s e g ro w e rs sa y t h e s e p r i c e s a r e n o t u s e f u l to them. On t h e o t h e r hand, n e a r l y 90 p e r c e n t o f t h e se e d g ro w e rs and 70 p e r c e n t o f t h e t a b l e s t o c k g ro w e rs f e e l t h e s e p r i c e s a r e u s e f u l to them. I t i s v e r y l i k e l y t h a t d i f f e r e n c e s i n r a t i n g s o f USDA p r i c e s l i e i n t h e f a c t t h a t p r o c e s s i n g g ro w e rs c o n t r a c t f o r a m a jo r p o r t i o n o f t h e i r c r o p . In th a t c a se , th e s h o r t- ru n m a r k e tin g d e c i s i o n s t h a t w ould u s e USDA p r i c e r e p o r t s a r e o f much l e s s im p o r ta n c e s i n c e th e m a r k e tin g d e c i s i o n h a s a l r e a d y b ee n made. T a b le 6-8 p r e s e n t s t h e r e s u l t s o f t h e c r o s s t a b u l a t i o n s b etw een t h e p r o p o r t i o n o f t h e p r o d u c e r 's p o t a t o c ro p s o l d i n a p r e - s e a s o n c o n t r a c t and USDA a s a so u rce o f p r ic e in fo rm a tio n . In e a c h breakdow n o f t h e p r o ­ p o r t i o n c o n t r a c t e d , more th a n h a l f o f t h e c o n t r a c t i n g p r o ­ d u c e r s r a t e d USDA p r i c e s a s r a r e l y u s e f u l o r n o t u s e f u l . B u l l e t i n s . T h ese p r i c e s a r e t h e AMS s e r i e s in t e n d e d p r i n ­ c i p a l l y t o a s s i s t p r o d u c e r s i n making s h o r t - r u n t a c t i c a l d e c i s i o n s , e . g . , m a r k e tin g d e c i s i o n s . 151 TABLE 6-6 NUMBER AND PROPORTION OF RESPONDENT MICHIGAN POTATO PRODUCERS FAMILIAR WITH USDA PRICES Q u e s tio n No, 20: Are you f a m i l i a r w i t h th e p o t a t o p r i c e s t h a t a r e p u b l i s h e d by t h e U n ite d S t a t e s D e p a rtm e n t o f A g r i c u l t u r e ? ¥ es A b so l. R e l. F req . F rea. No. P ercent MARKET No A bsol F req . No. R e l. F req . P ercent TOTAL No. TABLESTOCK 50 68 23 32 73 PROCESSING 20 7-7 :.6 23 26 9 75 3 25 12 79 71 32 29 SEED TOTAL(ALL) 111/100 TABLE 6-7 NUMBER AND PROPORTION OF RESPONDENTS FINDING USDA PRICES USEFUL Q u e s tio n No. 21: HARKET Do you f e e l t h e s e p r i c e s a r e u s e f u l to you? Yes A b s o l. R e l. F re q . F req . P ercent No. No A b so l. R e l. F req . F re q , P ercent No. TOTAL No. TABLESTOCK 36 69 16 31 52 PROCESSING 9 47 10 53 19 SEED 8 89 1 11 9 53 66 27 34 80/10 0 TOTAL (ALL) TABLE 6-8 CROSS TABULATIONS BETWEEN CONTRACT PRODUCTION AND USEFULLNESS OF USDA AS A SOURCE OF PRICE INFORMATION by M a il S urvey R e sp o n d en ts P ro p o rtio n o f F a rm 's t o t a l c ro p c o n tra c te d Zero P e r c e n t Very u s e f u l M o d e ra te ly u s e f u l A b so l. R e l. A bsol , R e l. F re q . F req . F r e q . F re q . No. P e rc e n t No. P e r c e n t R a r e ly u s e f u l Not u s e f u l A b so l. R e l. A b so l. R e l. F re q . F re q . F re q . F req . No. P e r c e n t No. P e r c e n t 18 2 6 .5 17 2 5 .0 19 2 8 .0 14 2 0 .6 6 2 0 .0 6 2 0 .0 11 3 6 .7 7 2 3 .3 0% - 49% 18 2 5 .0 18 2 5 .0 21 2 9 .2 15 2 0 .8 50%-100% 6 2 3 .1 5 1 9 .2 9 3 4 .6 6 2 3 .1 0% - 99% 22 2 4 .2 23 2 5 ,3 28 3 0 .8 18 1 9 .8 2 2 8 .6 0 0 2 2 8 .6 3 4 2 .9 1% - 100% 100% 1 Based on t h e 98 r e s p o n s e s , b o t h a n s w e rin g q u e s t i o n s 10 and 17. TOTAL1 68 1 0 0 .1% 30 1 0 0 .0% 72 1 0 0 .0% 26 1 0 0 .0% 91 " 1 0 0 .1% 7 1 0 0 .1% 153 On t h e o t h e r h a n d , l e s s th a n h a l f o f th e n o n - c o n t r a c t i n g g ro w ers r a t e d USDA p r i c e s as r a r e l y u s e f u l o r n o t u s e f u l f o r e a c h g ro u p in g e x c e p t t h e 0-99 p e r c e n t g ro u p . The p r e c e d i n g i m p l i e s t h a t t h e r e a r e d i f f e r e n c e s i n th e ty p e o f i n f o r m a t i o n and p r i c e d a t a n e e d e d by p r o d u c e r s r e l a t e d to t h e m anner i n w hich p r o d u c e r s m a rk e t t h e i r p o ­ ta to e s. B ecause t h e r e a p p e a r to be b a s i c d i f f e r e n c e s i n s t r u c t u r e o f t h e i n d u s t r y r e l a t e d to th e m a rk e t i n w hich t h e p o t a t o e s a r e s o l d , t h i s s e c t i o n w i l l in v o lv e lo o k in g a t p r i c e d a t a , i n f o r m a t i o n and t h e s o u r c e s o f t h i s i n f o r ­ m a tio n by t h r e e m a r k e ts : 6 .3 .2 t a b l e s t o c k , p r o c e s s i n g and s e e d . . I n f o r m a t i o n Used i n D e c is io n Making by M arket As T a b le 6-9 i l l u s t r a t e s , t a b l e s t o c k g ro w e rs r a t e d p r i c e q u o t a t i o n s a s t h e m ost u s e f u l . The n e x t h i g h e s t r a t i n g was g iv e n t o p r i c e f o r e c a s t s . Thus, t h e two m ost u s e f u l ty p e s o f i n f o r m a t i o n a c c o r d in g to t a b l e s t o c k grow­ e r s a r e b o th p r i c e i n f o r m a t i o n : fo re c a s ts. p r i c e q u o t a t i o n s and p r i c e The p r o c e s s i n g p o t a t o g ro w ers a l s o r a t e d p r i c e q u o t a t i o n s t h e h i g h e s t o f t h e i n f o r m a t i o n ty p e s l i s t e d . T hree ty p e s o f i n f o r m a t i o n f o llo w e d v e r y c l o s e l y w i t h a p p r o x im a te l y t h e same r a t i n g : 1) p o t a t o p r i c e f o r e c a s t s , 2) e s t i m a t e s o f p l a n t i n g i n t e n t i o n s and 3) e s t i m a t e s o f sto c k s o f p o ta to e s . I t i s i n t e r e s t i n g to n o t e t h a t p r o c e s s i n g g row ers r a t e d n o n - p r i c e i n f o r m a t i o n a lm o s t a s h i g h l y a s th e y r a t e d th e p r i c e i n f o r m a t i o n , w h i l e t a b l e s t o c k g ro w e rs p l a c e d more 154 TABLE 6-9 AVERAGE. RANKING OF USEFULNESS OF INFORMATION TYPES IN DECISION MAKING BY ALL MICHIGAN POTATO PRODUCERS AND BY PRIMARY MARKETi (M ail S urvey R e sp o n d e n ts) Types o f I n f o r m a t io n P r i c e Q u o ta tio n s t r i c e s o f O th e r Crops P o t a t o F u tu r e s P ric e s R e p o rts o f P o t a t o P r i c e s f o r P a s t Y ears P o ta to p r ic e F o re c a sts E s tim a te s o f P l a n t i n g In te n tio n s E s tim a te s o f A cres P l a n t e d , H a r v e s te d and Y ie ld s Volume o f P o t a t o S hipm ents E s tim a te s o f S to c k s o f P o tato e s E s tim a te s o f P ro ­ d u c t i o n C o sts T r a n s p o r t a t i o n C o s ts Wage R a te s L abor A v a i l a b i l i t y Demand E s tim a te s A ll 1 .8 0 9 T a b le sto c k 1 .8 0 0 P ro ces­ sin g 2 .0 0 0 Seed 1 .5 0 0 2 .9 0 7 2 .9 7 8 2 .9 1 3 3 .0 9 1 2 .6 4 6 2 .8 6 6 2 .4 3 5 2 .3 0 8 2 .8 3 8 2 .9 3 4 2.7 3 9 2 .4 1 7 2 .1 0 0 2 .1 3 3 2 .1 3 6 1 .8 4 6 2 .4 0 2 2 .5 9 4 2.1 3 0 2 .0 8 3 2 .3 7 4 2 .3 0 4 2 .3 6 4 1 .9 1 7 2 .5 1 8 2 .5 8 1 2 .5 6 5 2.6 67 2 .2 2 8 2.3 6 6 2 .1 7 4 2 .0 8 3 2 .6 7 4 2 .6 0 5 2.6 4 9 2 .9 3 9 2 .4 6 4 2 .6 1 3 2 .6 5 0 2 .6 5 8 3 .0 0 0 2 .4 5 5 2 .3 9 1 2 .5 0 0 2 .6 5 2 2.8 7 0 2.2 8 6 2 .6 6 7 2 .5 0 0 2 .5 8 3 2 .6 6 7 1.9 1 7 The a v e ra g e number i s b a s e d on a s s ig n m e n t o f num­ b e r 1 to " v e ry u s e f u l , ” 2 t o " m o d e ra te ly u s e f u l , ” 3 to " r a r e l y u s e f u l , ” and 4 t o " n o t u s e f u l . ” T hese a v e ra g e s a r e b a s e d on an o r d i n a l s c a l e and do n o t im p ly a m easu re o f d i s t a n c e . They w i l l a l lo w an o r d i n a l r a n k in g o f t h e u s e f u l n e s s . The h i g h e s t r a t i n g p o s s i b l e w ould b e 1 . 0 ; th e lo w e st, 4 .0 . See C h a p te r 4 f o r a d i s c u s s i o n o f L i k e r t s c a lin g . 155 em phasis on p r i c e i n f o r m a t i o n . P ric e f o r e c a s ts , estim a te s o f p l a n t i n g i n t e n t i o n s and e s t i m a t e s o f s to c k s w ere a l l g iv e n n e a r l y as h ig h a r a t i n g a3 th e p r i c e q u o t a t i o n s . T h is m ig h t b e e x p l a i n e d b y t h e f a c t t h a t p r o c e s s i n g g ro w ers p l a c e more em phasis on t h e a c t i o n s o f o t h e r p r o d u c e r s , e . g . , p l a n t i n g i n t e n t i o n s , b e c a u s e a m a jo r d e c i s i o n w i t h t h e s e g ro w ers i s t h e d e c i s i o n on w h e th e r to a c c e p t t h e c o n t r a c t p r i c e o f f e r , and th e p r o p o r t i o n o f t h e i r cro p t h a t th e y s h o u ld s e l l on a c o n t r a c t . Seed g ro w ers a l s o r a t e d p r i c e q u o t a t i o n s a s th e m ost u s e f u l ty p e o f i n f o r m a t i o n f o llo w e d by p r i c e f o r e c a s t s . Demand e s t i m a t e s and e s t i m a t e s o f a c r e s p l a n t e d , h a r v e s t e d and y i e l d s f o llo w e d w i t h a p p r o x im a te ly th e same r a t i n g . I n a d d i t i o n to r e l a t i v e d i f f e r e n c e s i n r a n k o r d e r i n g among th e g r o u p s , t h e r e a r e a l s o d i f f e r e n c e s i n t h e i n t e n s ­ i t y o f t h e e v a l u a t i o n s o f v a r i o u s in f o r m a t i o n t y p e s . The a v e r a g e r a t i n g by p r o c e s s i n g g ro w ers g iv e n to p r i c e q uo­ t a t i o n s was lo w er th a n t h a t g iv e n by s e e d and t a b l e s t o c k g ro w ers (T a b le 6 - 9 ) . The lo w e r r a t i n g by p r o c e s s i n g grow ers m ost l i k e l y r e f l e c t s th e i n f l u e n c e o f p r e - s e a s o n c o n t r a c t i n g . The te rm " p r i c e q u o t a t i o n s " im p l ie s p r i c e q u o te s f o r s h o r t - r u n t a c t i c a l d e c i s i o n m aking, e . g . , d a i l y o r w eek ly q u o t e s . Thus, s i n c e n e a r l y t h r e e - q u a r t e r s o f th e r e s p o n d in g p r o c e s ­ s i n g g row ers engage i n p r e - s e a s o n c o n t r a c t i n g , i t i s n o t s u r p r i s i n g t h a t th e y f i n d t h e s e p r i c e q u o te s l e s s u s e f u l th a n th e t a b l e s t o c k g row ers who a r e more i n t e r e s t e d i n 156 s t a y i n g a b r e a s t o f th e m a rk e t f o r t h e d e c i s i o n to s e l l po ­ t a t o e s from day t o day o r week to week. Thus th e above f i n d i n g s s u g g e s t t h a t p r o c e s s i n g grow­ e r s p l a c e more v a l u e on in f o r m a t i o n t h a t i s o r i e n t e d to w ard th e f u t u r e and g iv e s th e p r o d u c e r s more i n s i g h t i n t o th e b e h a v i o r and a c t i o n s o f o t h e r p r o d u c e r s . T a b le s to c k g ro w e rs , on t h e o t h e r h a n d , s t r e s s u s e o f i n f o r m a t i o n f o r s h o r t - r u n d e c i s i o n m aking. I t i s a l s o w o rth n o t i n g t h a t s e e d g ro w ers i n g e n e r a l gave a h i g h e r r a t i n g to i n f o r m a t i o n ty p e s th a n t h e o t h e r two p r o d u c e r g r o u p s . Seed g ro w ers te n d e d t o ch e ck t h e v e r y u s e f u l o r m o d e r a te ly u s e f u l c a t e g o r i e s i n g r e a t e r p r o p o r t i o n th e n p r o c e s s and t a b l e s t o c k g ro w e rs . P o s s i b l y t h i s group o f g ro w ers i s more a c t i v e i n s e a r c h i n g o u t i n f o r m a t i o n and makes more o f an a t t e m p t to k ee p a b r e a s t o f th e m a rk e t. T h u s, i n g e n e r a l t h e s e p r o d u c e r s gave a h i g h e r e v a l u a t i o n o f th e i n f o r m a t i o n a v a i l a b l e , i . e . , th e y f i n d th e in f o r m a ­ t i o n ty p e s l i s t e d to be more u s e f u l th a n t h e o t h e r gro w ers do. B ecause s e e d g ro w ers co m p rise su c h a s m a ll p r o p o r t i o n o f th e p r o d u c e r s and b e c a u s e th e y g e n e r a l l y gave t h e same r a n k o r d e r i n g o f u s e f u l n e s s o f i n f o r m a t i o n ty p e s as d id t a b l e s t o c k gro w ers ( d e s p i t e t h e somewhat h i g h e r i n t e n s i t y ) , th e f o llo w in g d e c i s i o n f o c u s e s , , f o r th e m ost p a r t on d i f ­ f e r e n c e s b etw een t a b l e s t o c k and p r o c e s s i n g g ro w e rs . Some o t h e r o b s e r v a t i o n s b etw een t h e two m a jo r m a rk e ts are w arra n te d . F i r s t , a l th o u g h f u t u r e s p r i c e s ra n k e d q u i t e 157 low by a l l g r o u p s , ( t e n t h by t a b l e s t o c k g r o w e rs , e i g h t h by p r o c e s s g ro w ers and s e v e n th by s e e d g ro w e rs) t h e r e seems to be a d i f f e r e n c e i n th e a v e ra g e i n t e n s i t y o f th e u s e f u l n e s s . Seed g ro w ers and p r o c e s s i n g g ro w ers gav e f u t u r e s p r i c e s a s i g n i f i c a n t l y h i g h e r r a t i n g th a n th e t a b l e s t o c k g r o w e rs . A number o f e x p l a n a t i o n s a r e p o s s i b l e f o r t h e d i f f e r e n c e , su c h as p r o c e s s i n g and s e e d g ro w ers b e i n g more h e a v i l y e n ­ gaged i n h e d g in g a c t i v i t i e s , o r b e i n g more h i g h l y e d u c a te d and th u s u s e th e f u t u r e s m a rk e ts m ore, e t c . However, i t a p p e a r s t h a t p r o d u c e r s u s e t h i s m a rk e t to some e x t e n t f o r p r ic e d isc o v e ry . In f a c t , inasm uch as e a r l i e r s t u d i e s t h i s may b e p r e c i s e l y t h e c a s e (H e ifn e r, e t a l . , 1977; P e l s u e , 1975) fou nd e v id e n c e t h a t f u t u r e s m a rk e ts a r e u s e d as a r e f ­ e r e n c e i n n e g o t i a t i n g f o r a fo rw a rd c o n t r a c t . A ls o , s e e d g ro w ers may h av e l i t t l e e l s e to lo o k f o r an i n d i c a t i o n o f th e f u t u r e . Thus, i t a p p e a r s t h a t th e f u t u r e s m a rk e t i s u se d a s a form o f p r i c e d i s c o v e r y by t h e s e p r o d u c e r s . Two o t h e r d i f f e r e n c e s w a r r a n t m e n tio n . F i r s t , pro­ c e s s i n g p o t a t o g row ers and s e e d g row ers g av e a h i g h e r a v e r a g e r a t i n g to r e p o r t s o f p o t a t o p r i c e s f o r p a s t y e a r s th a n t a b l e s t o c k g r o w e rs , and p r o c e s s p o t a t o g ro w ers g a v e a s i g n i f i c a n t l y h i g h e r r a t i n g to e s t i m a t e s o f p r o d u c t i o n c o s t s th a n t h e o t h e r two g ro u p s o f p r o d u c e r s . The h i g h e r r a t i n g f o r r e p o r t s o f p r i c e s f o r p r e v io u s y e a r s may i n d i c a t e th e u s e f u l n e s s o f h i s t o r i c a l d a t a i n th e n e g o t i a t i o n s f o r th e term s o f t r a d e , I n o t h e r w o rd s, th e b a r g a i n i n g p r o c e s s may in v o l v e t h e u t i l i z a t i o n o f any d a t a 153 a v a i l a b l e i n a r g u in g ones p o s i t i o n . The t a b l e s t o c k g ro w ers on th e o t h e r h and seem to view t h e i r p o s i t i o n p r i n c i p a l l y i n te rm s o f t h e d a i l y o r w ee k ly f l u c t u a t i o n s i n t h e m a rk e t and th u s may s e e l e s s v a l u e i n h i s t o r i c a l d a t a . The h i g h e r r a t i n g f o r p r o d u c t i o n c o s t e s t i m a t e s by p r o c e s s i n g g ro w e rs i l l u s t r a t e s t h e c o n c e rn t h e s e grow ers h ave f o r th e s u b s t a n t i a l i n v e s tm e n t in v o lv e d i n t h e i r l a r g e r o p e ra tio n s. I n a d d i t i o n , p r o c e s s o r s m ig h t im pose more r i g i d and c o s t l y p r o d u c t i o n p r a c t i c e s to e n s u r e th e p r o ­ c e s s i n g q u a l i t y f o r t h e p o t a t o e s th e y b u y . As a co n seq u en ce th e c o s t o f p r o d u c t i o n i s one o f th e b a r g a i n i n g g o a ls s o u g h t by p r o d u c e r b a r g a i n i n g a s s o c i a t i o n s . T hus, i n summary, a l l t h r e e g ro u p s o f p r o d u c e r s s t r e s s e d p r i c e i n f o r m a t i o n as t h e m o st u s e f u l ty p e o f i n ­ f o r m a tio n i n d e c i s i o n m aking. P ric e q u o ta tio n s re c e iv e d th e h i g h e s t r a t i n g f o llo w e d by p r i c e f o r e c a s t s . p r ic e in fo rm a tio n , F o llo w in g th e p r o d u c e r s s t r e s s e d i n f o r m a t i o n r e ­ l a t i n g to s u p p ly and demand c o n d i t i o n s . T a b l e s t o c k and s e e d g row ers g av e a s l i g h t l y h i g h e r r a t i n g t o p r i c e q u o t a t i o n s th a n d i d p r o c e s s i n g p o t a t o grow­ ers. T h is w ould b e e x p e c te d inasm uch as p r o c e s s g row ers seem t o r e l y l e s s on s h o r t r u n p r i c e d a t a f o r m a r k e tin g d e c isio n s. P r o c e s s i n g g ro w ers s t r e s s e d p r i c e i n f o r m a t i o n and s u p p ly and demand i n f o r m a t i o n a b o u t e q u a l l y . P o s s i b l y th e b a r g a i n i n g p r o c e s s i m p l i e s t h e im p o r ta n c e o f numerous ty p e s o f i n f o r m a t i o n i n a d d i t i o n to p r i c e i n f o r m a t i o n . A lso , 159 p r o c e s s i n g g ro w ers g av e a h ig h e r r a t i n g to c o s t o f p r o d u c ­ t i o n e s t i m a t e s th a n d id t h e o t h e r two g ro u p s , and B o th p r o c e s s i n g and seed g ro w e rs gave a h ig h e r r a t i n g to r e ­ p o r t s o f p r e v io u s y e a r s p r i c e s th a n d id t a b l e s t o c k g ro w e rs . 6 .3 .3 S o u rc es o f P r i c e D ata by M arket Q u e s tio n 17, a sk ed t h e p r o d u c e r s to r a t e th e u s e ­ f u l n e s s o f d i f f e r e n t s o u r c e s o f p r i c e in f o r m a t i o n by t h e p r o d u c e r s i n t h e t h r e e m a rk e ts . T h ere a r e s u b s t a n t i a l d i f f e r e n c e s i n t h e s o u r c e s o f p r i c e d a t a t h a t p r o d u c e r s i n t h e d i f f e r e n t m a rk e ts fin d u se fu l. i.e ., The p o t a t o d e a l e r , b r o k e r and s h i p p e r , a g e n t / b r o k e r , c a te g o r y was r a t e d t h e m ost u s e f u l by a l l t h r e e g r o u p s , w i t h seed g row ers g iv in g t h i s s o u r c e th e h ig h e s t r a t i n g . T a b l e s t o c k g ro w ers and p r o c e s s i n g g ro w ers gav e t h i s group a p p r o x im a te ly th e same r a t i n g . The p r o c e s s i n g p o t a t o g row ers e s s e n t i a l l y gave th e same r a n k in g t o t h r e e s o u r c e s : (1) a g e n t / b r o k e r , (2) c o o p e r a t i v e s and fa rm e r o r g a n i z a t i o n s and (3) p r o c e s s o r s and t h e i r a g e n t s . P r o c e s s i n g grow ers th e n r a t e d i n d u s t r y n e w s l e t t e r s , n e ig h b o r s and t h e s t a t e and f e d e r a l governm ent p u b l i c a t i o n s in th a t o rd er. T a b le s to c k grow ers on th e o t h e r h an d , gave n e w sp a p e rs, s t a t e and f e d e r a l governm ent p u b l i c a t i o n s , n e i g h b o r s , and i n d u s t r y n e w s l e t t e r s th e same a v e ra g e r a t i n g 160 TABLE 6-10 AVERAGE RANKING OF SOURCES OF PRICE DATA AND INFORMATION BY ALL PRODUCERS AND BY PRIMARY MARKET. 1 (M ail S u rv e y R e sp o n d e n ts) S o u rc e s o f A ll P r i c e D ata P ro d u c e r s Newspaper 2 .5 4 7 M agazines 3 .1 1 5 In d u s try N e w sle tte r 2 .4 0 0 R adio and T.V. 2.6 8 0 S t a t e and F e d e r a l Government P u b l i ­ c a tio n s 2 .5 0 9 U n iv e rsity P u b lic a tio n s 2.8 5 8 N eig h b o rs 2 .5 3 8 C o o p e r a tiv e s and 2 .6 4 8 Farm er O r g a n iz a tio n s R e ta i l S to re s 2 .7 1 3 P o ta to d e a le r , b r o ­ k e r, sh ip p e r, e tc . 1 .9 7 2 2 .8 4 8 P r o c e s s i n g A gent fiankers and L end in g 3 .4 7 2 In stitu tio n s T I F I e - .... P r o c e s ­ sin g s to c k 2 .8 6 4 2.4 66 3 .2 2 7 3.1 1 3 2 .3 0 4 2.5 2 2 2 .8 7 0 2 .6 2 3 Seed 2.45 5 2.6 36 1 .8 0 0 2 .636 2.479 2 .6 6 7 2 .3 6 4 2.917 2 .5 4 8 2.7 39 2.5 4 5 2 .727 2.455 2.8 2 6 2.56 2 2 .1 2 0 3.2 0 8 2.7 2 7 2.6 3 6 1.986 3 .1 1 4 2 .1 2 0 2 .1 2 5 1.5 4 5 2.7 2 7 3.479 3.41 7 3.5 4 5 The a v e r a g e number i s b a s e d on a s s ig n m e n t o f number 1 t o " v e r y u s e f u l , " 2 to " m o d e ra te ly u s e f u l , " 3 to " r a r e l y u s e f u l , " and 4 to " n o t u s e f u l . " These a v e ra g e s a r e b a s e d on an o r d i n a l s c l a e and do n o t im ply a m easure o f d i s t a n c e . They w i l l a l lo w an o r d i n a l r a n k in g o f th e u s e f u l n e s s . The h i g h e s t r a t i n g p o s s i b l e w ould b e 1 .0 ; th e l o w e s t , 4 . 0 . See C h a p te r 4 f o r a d i s c u s s i o n o f L i k e r t s c a l i n g . 161 f o l l o w i n g th e a g e n t / b r o k e r g ro u p . Seed g ro w e rs f o llo w e d th e a g e n t / b r o k e r g ro u p w i t h i n d u s t r y n e w s l e t t e r s . S ta te and f e d e r a l governm ent p u b l i c a t i o n s , n e i g h b o r s , and new s­ p a p e r s , f o llo w e d i n t h a t o r d e r . T hus, as a s o u r c e o f p r i c e d a t a , t h e u l t i m a t e b u y e r o f th e p o t a t o e s , i . e . , t h e p r o c e s s o r i s c o n s i d e r e d as u s e ­ f u l a s o u r c e as th e grow er h a s a v a i l a b l e t o him . R e la tiv e to th e p r o c e s s i n g g r o w e rs , t h e t a b l e s t o c k p r o d u c e r s r a t e d th e f i n a l b u y e r s o f t h e i r p o t a t o e s , i . e . , th e r e t a i l s t o r e s , s u b s t a n t i a l l y lo w er th a n t h e p r o c e s s g ro w ers r a t e d th e p r o ­ cessors . The r e s u l t s from t h i s s e c t i o n conform w i t h r e s u l t s o f o t h e r s t u d i e s i n f i n d i n g t h a t th e a g e n t / b r o k e r gro u p o f a c t o r s i s a v e r y im p o r t a n t s o u r c e o f p r i c e d a t a and i n f o r ­ m a tio n . A l l t h r e e g ro u p s o f p r o d u c e r s gave th e a g e n t / b r o k e r group t h e h i g h e s t r a t i n g . An im p o r t a n t d i f f e r e n c e b etw e en t h e p r o d u c e r e v a l u a ­ t i o n o f th e s o u r c e s o f p r i c e d a t a i s t h a t governm ent pub­ l i c a t i o n s a r e r a t e d as more u s e f u l t o t a b l e s t o c k and se e d g ro w ers th a n p r o c e s s g r o w e r s . T h is i s s u p p o r te d by th e o b s e r v a t i o n t h a t t a b l e s t o c k and s e e d g row ers r a n k e d t h i s s o u r c e as th e se co n d m o st u s e f u l w h i l e th e p r o c e s s i n g grow­ e r s r a n k e d t h i s s o u r c e as t h e 6 th m ost u s e f u l . In a d d itio n , th e p r o c e s s p o t a t o g ro w ers gave governm ent p u b l i c a t i o n s a lo w er r a t i n g th a n t h e g ro w e rs i n th e o t h e r two g r o u p s . T h is r e s u l t conform s to t h e r e s p o n s e s to th e q u e s t i o n s p e c ­ i f i c a l l y a s k in g p r o d u c e r s i f th e y fo u n d USDA p r i c e s to b e 162 h e l p f u l to them. (see a b o v e )• Even th o ug h USDA p r i c e s w ere r a t e d q u i t e h i g h l y by th e t a b l e s t o c k and s e e d g r o w e rs , i t s h o u ld b e n o t e d t h a t th e USDA p r i c e s r a t e d lo w e r th a n th e a g e n t / b r o k e r g ro u p . T h is m ig h t f u r t h e r s u p p o r t t h e c o n c l u s i o n s o f o t h e r s t u d i e s t h a t fou n d USDA p r i c e s w ere u se d by p r o d u c e r s more f o r a check on t h e b e h a v i o r o f t h e i r a g e n t s , i . e . , a check to e n s u r e th e y r e c e i v e d a f a i r p r i c e i n th e p r e v io u s t r a d e . 6 .3 .4 U s e f u ln e s s o f P r i c e D a ta i n D e c is io n Making by M ark et T a b le 6 -1 1 p r e s e n t s th e r e s u l t s o f t h e q u e s t i o n t h a t asked p roducers to r a t e th e u s e fu ln e s s o f p r ic e d a ta f o r s p e c ific d e c isio n s. The p u r p o s e o f t h i s q u e s t i o n was to i d e n t i f y d i f f e r e n c e s i n t h e d e c i s i o n s t h a t a r e s t r e s s e d by p roducers in d i f f e r e n t m a rk e ts . In g e n e ra lth e av erag e r a tin g s a re o f th e d e c is io n s q u i t e low as none r e c e i v e d a r a t i n g above th e mean o f 2 . 5 . I n o t h e r w o rd s, p r o d u c e r s c la im t h a t p r i c e d a t a a r e o f l i t t l e v a l u e i n m aking t h e s e d e c i s i o n s . T a b le s to c k g ro w ers l i s t e d th e d e c i s i o n on t h e number o f a c r e s to p l a n t as th e d e c i s i o n f o r w hich p r i c e d a t a i s th e m ost u s e f u l . Timing o f s a l e s , s i z e and ty p e o f con ­ t a i n e r , and t h e d e c i s i o n o f to whom t o s e l l th e p o t a t o e s w ere a l l g iv e n t h e same d e g r e e o f u s e f u l n e s s . The t a b l e - s t o c k g ro w ers gave th e lo w e s t r a t i n g f o r th e u s e o f p r i c e i n d e c i d i n g w h e th e r t o b a r g a i n f o r p r e - s e a s o n c o n t r a c t s and w h e th e r to j o i n o t h e r p r o d u c e r s i n s e l l i n g and m a r k e tin g 163 TABLE 6-11 AVERAGE RANKING OF PRICE DATA FOR VARIOUS DECISIONS BY ALL MICHIGAN POTATO PRODUCERS AND BY PRIMARY MARKET1 (M ail S urvey R e sp o n d en ts) ..... A l l D e c is io n P ro d u c e r s To p l a n t o r n o t to 2 .9 3 6 p la n t p o ta to e s Number o f a c r e s o f 2 .7 2 2 p o ta to e s to p la n t V a rie ty o f p o ta to e s to p l a n t 2 .8 8 1 When to s e l l p o t a ­ to e s ( tim i n g o f sa le s) 2 .6 8 8 To b a r g a i n f o r p r e ­ season c o n tra c ts 2.945 to j o i n o t h e r p r o ­ d u c e rs i n s e l l i n g and m a rk e tin g 3.229 th e m a rk e t i n which to s e l l 2 .9 7 2 p o ta to e s The g e o g r a p h i c a l a r e a i n w hich to s e l l p o ta to e s 3.1 1 9 Ih e s i z e and ty p e o f c o n t a i n e r to use 2.935 to whom to s e l l p o t a t o e s ( S h ip p e r , d i r e c t to r e t a i l , to p r o c e s s o r , e t c . ) 2 .7 9 4 ..T a b le sto c k P ro ces­ sin g Seed 2 .9 1 8 2 .9 6 2 3 .0 0 0 2 .7 0 4 2 .6 5 4 3.0 0 0 2 .9 7 2 2.885 2.2 7 3 2 .7 9 2 2 .6 5 4 2 .0 9 1 3.3 7 5 2.1 1 5 2 .0 9 1 3 .3 4 7 2.8 8 5 3 .2 7 3 3.0 5 6 2.88 5 2.636 3 .1 6 7 3 ,1 5 4 2 .7 2 7 2 .786 3.34 6 2 .9 0 1 2 .7 6 1 2.9 6 0 2 .6 3 6 The a v e ra g e number i s b a s e d on a s s ig n m e n t o f number 1 to " v e ry u s e f u l / 1 2 t o " m o d e r a te ly u s e f u l , " 3 to " r a r e l y u s e f u l , " and 4 t o " n o t u s e f u l . " These a v e r a g e s a r e b a s e d on an o r d i n a l s c a l e and do n o t im ply a m easu re o f d i s t a n c e . They w i l l a llo w an o r d i n a l r a n k i n g o f t h e u s e f u l n e s s . The h i g h e s t r a t i n g p o s s i b l e would b e 1 .0 ; t h e l o w e s t , 4 . 0 . See C h a p te r 4 f o r a d i s c u s s i o n o f L i k e r t s c a l i n g . 164 p o ta to e s. P r o c e s s i n g gro w ers gave t h e h i g h e s t r a t i n g f o r th e u s e o f p r i c e d a t a i n th e d e c i s i o n o f w h e th e r o r n o t to b a r ­ g ain f o r p re -se a s o n c o n tr a c ts . The d e c i s i o n s on t h e number o f a c r e s to p l a n t and when to s e l l p o t a t o e s s a l e s ) f o llo w e d w i t h th e same r a t i n g . ( tim i n g o f P r o c e s s p o t a t o grow­ e r s th e n r a t e d t h e d e c i s i o n s on t h e v a r i e t y o f p o t a t o e s to p l a n t , t h e m a rk e t i n w hich to s e l l and w h e th e r o r n o t to j o i n o t h e r p r o d u c e r s i n s e l l i n g and m a r k e tin g a s d e c i s i o n s f o r w hich p r i c e d a t a a r e u s e f u l . The g e o g r a p h i c a l a r e a w i t h i n w hich t o s e l l p o t a t o e s and th e s i z e and ty p e o f co n ­ t a i n e r s w ere r a t e d t h e lo w e s t by p r o c e s s p o t a t o g ro w e rs . Seed g ro w ers gave th e h i g h e s t r a t i n g to th e tim in g o f s a l e s and th e d e c i s i o n to b a r g a i n f o r p r e - s e a s o n c o n t r a c t s . The v a r i e t y o f p o t a t o e s was g iv e n th e n e x t h i g h e s t r a t i n g by s e e d g ro w e rs . The lo w e s t r a t i n g s by s e e d g row ers w ere g iv e n to t h e s i z e and ty p e o f c o n t a i n e r s to u s e , t h e number o f a c r e s to p l a n t and w h e th e r t o j o i n o t h e r p r o d u c e r s on s e l l i n g and m a r k e tin g . T here a r e s u b s t a n t i a l d i f f e r e n c e s among th e t h r e e m a rk e ts i n th e d e c i s i o n s f o r w hich p r o d u c e r s u s e p r i c e d a t a . The p r o c e s s i n g and s e e d g ro w ers s t r e s s e d th e d e c i s i o n on w h e th e r o r n o t to b a r g a i n f o r p r e - s e a s o n c o n t r a c t s , w h ile t a b l e s t o c k g ro w ers r a t e t h i s d e c i s i o n v e r y low. F u rth e r, th e p r o c e s s i n g g row ers f i n d p r i c e d a t a more u s e f u l f o r th e d e c i s i o n o f j o i n i n g o t h e r g ro w ers i n m a r k e tin g p o t a t o e s . Thus, i t a p p e a r s t h a t p r o c e s s g ro w ers a r e more o r i e n t e d to 165 grou p a c t i o n i n m a r k e tin g th a n t h e t a b l e s t o c k g ro w e rs , The tim in g o f s a l e s was r a t e d q u i t e h i g h l y by a l l t h r e e g r o u p s , b u t i t i s p r o b a b l e t h a t t h e r e l e v a n t tim e fram e i s d i f f e r e n t among t h e g r o u p s . To p r o c e s s i n g g ro w e rs , th e tim in g o f s a l e s m o st l i k e l y means th e c h o ic e o f s i g n i n g a p r e - p l a n t i n g c o n t r a c t v e r s u s n o t s i g n i n g th e c o n t r a c t and s e l l i n g t h e p o t a t o e s a t t h e m a rk e t p r i c e a t h a r v e s t tim e . T a b le s to c k g ro w e rs m o st l i k e l y s t r e s s t h e tim in g o f th e s a l e s d u r in g t h e m a r k e tin g s e a s o n , i . e . , w ee k ly o r mon­ t h l y m a r k e tin g d e c i s i o n s a f t e r t h e p o t a t o e s h a v e b e e n h a r ­ v e s te d . I t s h o u ld a l s o b e n o t e d t h a t p r o c e s s i n g g ro w e rs gave a lo w e r r a t i n g to th e d e c i s i o n o f to whom to s e l l t h e p o ta to e s. T h is m ig h t b e e x p e c te d inasm uch as th e p r o c e s s i n g grow ers sim p ly h av e fe w e r o p t i o n s , i . e . , o u t l e t s , and a l s o , many o f t h e s e g ro w e rs d e a l d i r e c t l y w i t h o n ly one o u t l e t . A l l g ro w ers r a t e d th e d e c i s i o n on th e number o f a c r e s to p l a n t q u i t e h i g h l y . I t a p p e a r s t h a t g ro w ers v ie w t h i s as an i m p o r t a n t d e c i s i o n f o r w hich th e y u s e p r i c e d a t a . 6 .3 .5 Im fo rm a tio n and t h e P r i c i n g D e c is io n By M arket T ab le 6-1 2 p r e s e n t s t h e r e s u l t s o f p r o d u c e r e v a l u a ­ t i o n s o f th e im p o rta n c e o f v a r i o u s ty p e s o f in f o r m a t i o n to them when th e y a r e d e c i d i n g on a s e l l i n g p r i c e f o r t h e i r p o ta to e s. T here a r e s u b s t a n t i a l d i f f e r e n c e s among th e g ro u p s and th e ty p e s o f i n f o r m a t i o n t h a t i s i m p o r t a n t . A ls o , as was o b s e r v e d i n t h e p r e s e n t a t i o n o f t h e f re q u e n c y 166 TABLE 6-12 AVERAGE RANKING FOR IMPORTANCE OF VARIOUS TYPES OF INFORMATION IN DECIDING ON A SELLING PRICE BY ALL MICHIGAN POTATO PRODUCERS AND BY PRI­ MARY MARKET1 (M ail S urvey R e sp o n d e n ts) xnr Type o f In fo rm a tio n P ro d u c e rs I n f o r m a t i o n on no np r i c e term s o f s a l e (Volume you can d e­ l i v e r , tim e o f d e ­ liv e r y , p la c e o f d e liv e ry , q u a lity fa c to rs, e tc .) 2 .5 1 4 The p r e v io u s y e a r 's p r ic e 2 .8 6 1 The p r i c e o t h e r g ro w ers h a v e b een o ffered 1.9 1 7 S upply e s t i m t e s 2 .1 1 0 Demand e s t i m a t e s 2.056 Your c o s t o f p ro d u c tio n 2 .2 5 9 Your l e v e l o f p ro d u c tio n 2.31 5 " T a b le sto c k P ro ces­ sin g Seed 2.6 43 2 .2 0 0 2.4 0 0 3.097 2 .3 6 0 2 .4 5 5 1 .9 7 3 2 .1 2 3 2.0 9 7 1.9 1 7 2 .2 4 0 2 .2 0 8 1.5 45 1 .7 2 7 1.45 5 2 .333 1.9 6 0 2 .4 5 5 2.417 1 .9 6 0 2 .4 5 5 The a v e ra g e number i s b a s e d on a s s ig n m e n t o f num­ b e r 1 t o " v e ry u s e f u l , " 2 to " m o d e r a te ly u s e f u l , " 3 to " r a r e l y u s e f u l , " and 4 to " n o t u s e f u l . " T hese a v e r a g e s a r e b a s e d on an o r d i n a l s c a l e and do n o t im ply a m e asu re of d ista n c e . They a llo w an o r d i n a l r a n k i n g o f t h e u s e ­ fu ln e ss. The h i g h e s t r a t i n g p o s s i b l e w ould b e 1 . 0 ; t h e lo w est, 4 . 0 . See C h a p te r 4 f o r a d i s c u s s i o n o f L i k e r t sc a lin g . 167 and p r o p o r t i o n s o f a l l p r o d u c e r s e a r l i e r , th e p ro d u cers g e n e r a l l y gave h i g h e r r a t i n g s i n t h i s q u e s t i o n th a n i n th e p r e v io u s q u e s t i o n s . The p r i c e o t h e r g ro w e rs h av e b ee n o f f e r e d was r a t e d v e r y h i g h l y b y a l l t h r e e g ro u p s o f p r o d u c e r s . I t appears t h a t p r o d u c e r s f e e l t h a t t h e know ledge o f o t h e r p r o d u c e r 's p r i c e o f f e r s i s v e r y i m p o r t a n t and i n e f f e c t s e t s th e l i m i t f o r w hat th e y w i l l r e c e i v e th e m s e lv e s . P r o c e s s i n g and s e e d p o t a t o grow ers gave a s i g n i f i ­ c a n t l y h i g h e r r a t i n g to n o n - p r i c e i n f o r m a t i o n , i . e . , term s o f s a l e and t h e p r e v i o u s y e a r s p r i c e th a n th e t a b l e s t o c k pro d u cers. A lso , p r o c e s s i n g gro w ers r a t e d t h e c o s t o f p r o d u c t i o n h i g h e r th a n th e t a b l e s t o c k g ro w e rs . T hese r e ­ s u l t s m ig h t b e e x p e c te d g iv e n t h e e x i s t e n c e o f b a r g a i n i n g f o r p r e - s e a s o n c o n t r a c t s on t h e p a r t o f p r o c e s s i n g p o t a t o g ro w e rs . These f a c t o r s a r e g e n e r a l l y s t r e s s e d i n t h e b a r ­ g a in in g p r o c e s s . P r o c e s s i n g g ro w ers gave a lo w er r a t i n g to i n f o r m a t i o n on demand th a n th e g row ers i n th e o t h e r two m a r k e ts . I t is p o s s i b l e t h a t p r o c e s s i n g g ro w e rs seem f u r t h e r removed from t h e f i n a l consum er b e c a u s e t h e p o t a t o e s a r e s i g n i f i c a n t l y a l ­ t e r e d by p r o c e s s i n g and, t h e r e f o r e , th e y do n o t f e e l demand e s t i m a t e s a r e as i m p o r t a n t . g ro w ers a r e On th e o t h e r h a n d , t a b l e s t o c k more aware o f consum er demand b e c a u s e o f th e im m ed iate im p a c t i t h a s on s p o t m a rk e t p r i c e s . A n o th e r m a jo r d i f f e r e n c e b etw e en th e m a rk e t gro u p s i s t h e i r e v a l u a t i o n o f t h e im p o rta n c e o f t h e i r own l e v e l o f 168 p ro d u c tio n . P r o c e s s i n g g ro w e rs r a t e d t h i s i n f o r m a t i o n s i g ­ n i f i c a n t l y more i m p o r ta n t th a n t h e o t h e r two g r o u p s . I t i s n o t c l e a r e x a c t l y why p r o c e s s i n g g ro w e rs r a t e d t h e i r own l e v e l o f p r o d u c t i o n h i g h e r th a n th e o t h e r g r o w e rs . T hese g ro w e rs sim p ly may h e more aw are o f t h e i n t e r d e p e n ­ d en ce o f p o t a t o p r o d u c e r s and more l i k e l y t o g e n e r a l i z e from t h e i r own a c t i o n s , i . e . , o f o t h e r g ro w e rs . th e a c re s th e y p l a n t , to th e a c tio n s I n o t h e r w o rd s, t h e s e p r o d u c e r s may i n f e r t h a t t h e i r own l e v e l o f p r o d u c t i o n w i l l c o r r e s p o n d w i t h o t h e r g ro w e rs . T hus, more a c r e s on h i s own farm i m p l ie s more a c r e s by o t h e r g ro w e rs and a l a r g e c ro p . 6 .4 Summary The r e s u l t s o f t h e c r o s s t a b u l a t i o n s among in f o r m a ­ t i o n ty p e s and p r i c e d a t a i n d i c a t e t h a t M ic h ig an p o t a t o p r o ­ d u c e rs f i n d two t y p e s o f i n f o r m a t i o n u s e f u l : t i o n s and p r i c e f o r e c a s t s . p r i c e q u o ta ­ T hese p r o d u c e r s , how ever, gave r e l a t i v e l y low r a t i n g s t o t h e u s e f u l n e s s o f p r i c e d a t a f o r s p e c if ic d e c isio n s. T h e re a r e a l s o i m p o r ta n t d i f f e r e n c e s b etw e en t h e d a t a and in f o r m a t i o n s t r e s s e d by t h e p r im a r y m a rk e t i n w h ic h th e p roducers s e l l t h e i r p o ta to e s . T hese d i f f e r e n c e s a p p e a r to be p r i n c i p a l l y r e l a t e d to th e p r e - s e a s o n c o n t r a c t i n g and group b a r g a i n i n g i n t h e p r o c e s s i n g p o t a t o m a r k e t. P ro cess­ in g g ro w e rs s t r e s s t h e u s e o f p r i c e d a t a i n t h e d e c i s i o n o f w h e th e r to b a r g a i n f o r a p r e - s e a s o n c o n t r a c t . And th e y f i n d USDA p r i c e s l e s s u s e f u l th a n th e t a b l e s t o c k and s e e d g ro w e rs . CHAPTER 7 SOURCES AND USES OF PRICE DATA AND INFORMATION BY NON-PRODUCERS The r e s e a r c h d e s ig n in c l u d e d i n t e r v i e w i n g a c r o s s s e c t i o n o f p r i n c i p a l d e c i s i o n m akers o t h e r th a n p o t a t o p roducers- The p u r p o s e o f t h e s e i n t e r v i e w s i n g e n e r a l was to g a i n a p e r s p e c t i v e o f t h e M ich ig an p o t a t o m a rk e t beyond t h a t o f th e p r o d u c e r and i n p a r t i c u l a r to i d e n t i f y p r i c e d a t a and i n f o r m a t i o n n eed s and u s e s o f th e n o n - p r o d u c e r m ar­ k et p a rtic ip a n ts, i n c l u d i n g p r o c e s s i n g p o t a t o b u y e r s an a g e n t / b r o k e r , c o o p e r a t i v e m anager and a r e p r e s e n t a t i v e o f MACMA. T h is C h a p te r w i l l sum m arize t h e r e s u l t s o f t h e s e in te rv ie w s. 7•1 P roducer O rg a n iz a tio n In te rv ie w s The c o o p e r a t i v e r e p r e s e n t e d i n t h i s d i s c u s s i o n i s p r i n c i p a l l y a p r i c e d i s c o v e r y c o o p e r a t i v e and i t does l i t t l e h a n d l i n g o f th e p r o d u c t . In o t h e r w o rd s, t h i s c o o p e r a t i v e p r i n c i p a l l y i s in v o lv e d i n th e n e g o t i a t i o n o f c o n t r a c t s w i t h c h i p p in g p r o c e s s o r s and k e e p in g a b r e a s t o f m a rk e t c o n ­ d itio n s . T h ere a r e a p p r o x im a te ly 20 p r o d u c e r members to th i s c o o p e ra tiv e . A ls o , i t was p o i n t e d o u t t h a t th e M ic h i­ gan c h ip p in g p o t a t o m a rk e t i s c h a r a c t e r i z e d by a dom inan t f i r m , and i t i s t h i s f i r m t h a t th e c o o p e r a t i v e n e g o t i a t e s 169 170 w i t h f o r th e p rim a ry c o n t r a c t . When q u e r i e d a b o u t p r i c e i n f o r m a t i o n , th e c o o p e r a t i v e m anager s t r e s s e d t h e im p o rta n c e o f in fo rm e d c o n t a c t s w i t h d i f f e r e n t r e g i o n s o f t h e c o u n t r y to g e t a " f e e l f o r th e m a r k e t , " and to k ee p a b r e a s t o f w e a th e r c o n d i t i o n s , e t c . i n o t h e r r e g i o n s o f th e c o u n t r y . I n c o n t r a c t n e g o t i a t i o n , t h e m anager s t r e s s e d i n f o r ­ m a tio n r e g a r d i n g a c t i v i t i e s i n o t h e r a r e a s and r e f e r e n c e to open m a rk e t p r i c e s . I n .a d d i t i o n , he g e n e ra lly s t r e s s e d th e c o s t o f p r o d u c t i o n and th e i n f l a t i o n a r y n a t u r e o f farm i n ­ p u t p r i c e s when n e g o t i a t i n g a c o n t r a c t p r i c e . The b a s i c c o n t r a c t n e g o t i a t i e d i n t h e c h ip m a rk e t s p e c i f i e s a p r i c e f o r th e F a l l months and th e n i n c r e m e n t a l i n c r e a s e s ea ch month th r o u g h March to r e f l e c t s t o r a g e c o s t s and to in d u c e a more o r d e r l y flo w o f p o t a t o e s o v e r tim e . The c o n t r a c t i s s p e c i f i e d i n h u n d r e d w e ig h t, n o t i n a c r e s as th e f r o z e n p o t a t o c o n t r a c t i s s p e c i f i e d . T h ere a r e no q u a l ity sta n d a rd s w r i tte n e x p l i c i t l y in to th e c o n tr a c t, b u t t h e c o n t r a c t s p e c i f i e s t h a t t h e p r o c e s s o r r e s e r v e s th e r i g h t to r e j e c t th e p o t a t o e s a t t h e p r o c e s s i n g p l a n t i f th e y do n o t m e et c h i p p in g s t a n d a r d s . MACMA i s t h e Farm B ureau s p o n s o r e d a s s o c i a t i o n t h a t n e g o t i a t e s c o n t r a c t s f o r v a r i o u s com m odities i n th e p r o c e s ­ s in g s e c to r . The MACMA r e p r e s e n t a t i v e s t a t e d t h a t th e a s s o c i a t i o n i s o n ly p e r i p h e r a l l y in v o lv e d i n n e g o t i a t i n g th e p o t a t o c o n t r a c t i n M ic h ig an w i t h t h e f r o z e n p o t a t o p r o ­ c e s s in g firm . A grow er com m ittee f o r m a l l y n e g o t i a t e s w i t h 171 the. p r o c e s s o r f o r c o n t r a c t te rm s and th e b a s e p r i c e . P r i n c i p l e i s s u e s in v o lv e d i n n e g o t i a t i n g t h e c o n t r a c t a r e th e b a s e p r i c e , w hich th e r e p r e s e n t a t i v e c la im e d was t h e i s s u e m o st d i s c u s s e d , r u l e s r e g a r d i n g th e i n s p e c t i o n o f t h e p o t a t o e s , and th e premiums a p p l i e d to h i g h q u a l i t y p o t a t o e s . The g ro w ers a l s o s t r e s s th e c o s t o f p r o d u c t i o n i n t h e n e g o ­ tia tio n pro cess. T h is g o a l i s d i f f e r e n t th a n th e b a r g a i n i n g g o a l s f o r o t h e r M ic h ig an c ro p s inasm uch as th e o t h e r commod­ i t y g ro u p s te n d to s t r e s s "w hat t h e m a rk e t w i l l b e a r . " The r e p r e s e n t a t i v e p o i n t e d o u t i n f a c t t h a t t h e g ro w e rs h a v e t r i e d to e s t a b l i s h an indejK t h a t w i l l move t h e c o n t r a c t p r i c e f o r p o t a t o e s i n r e l a t i o n to th e c o s t o f p r o d u c in g th e crop. I n o t h e r w o rd s, t h e g ro w ers a r e a r g u in g f o r a " f o r ­ m ula" p r i c e b a s e d on t h e c o s t o f p r o d u c t i o n . The i n f o r m a t i o n s o u r c e s u s e d i n t h e n e g o t i a t i o n p r o ­ c e s s w ere t h o s e o f t h e N a t i o n a l P o t a t o B a r g a in in g A s s o c i a ­ tio n . The r e p r e s e n t a t i v e c la im e d t h a t some o f th e " b e s t " i n f o r m a t i o n f o r b a r g a i n i n g came from t h i s o r g a n i z a t i o n and some o f i t s member g ro w e rs t h a t own p r o c e s s i n g f a c i l i t i e s . These g r o w e r / p r o c e s s o r s p r o v i d e i n f o r m a t i o n on p r o c e s s i n g y i e l d s , p r o c e s s i n g c o s t s , and f r e n c h f r i e d p r i c e s . The r e p ­ r e s e n t a t i v e a l s o p o i n t e d o u t t h a t a f r e q u e n t , in fo rm e d e x ­ change o f i n f o r m a t i o n w i t h Id aho g ro w ers was im p o r t a n t b e ­ c a u se th e y a r e s p e c i a l i s t s i n p o t a t o e s and p r o v id e v e r y v a lu a b le in fo rm a tio n . S p e c if ic in fo rm a tio n used in n e g o tia tin g in c lu d e s th e co ld s to r a g e r e p o r t, t h e Maine f u t u r e s m a rk e t, and 172 p r ic e s in o th e r re g io n s o f th e c o u n try . A ls o , t h e r e p r e ­ s e n t a t i v e p o i n t e d o u t t h a t t h e open m a rk e t p r i c e h as an i n ­ f l u e n c e on th e c o n t r a c t n e g o t i a t i o n s , 7•2 Buyer I n t e r v i e w s An i n t e r v i e w was c o n d u c te d w i t h an a g e n t / b r o k e r . d e a le r p h y s ic a lly h an d led , i . e . , T h is t r a n s p o r t e d and p a c k e d , some o f t h e p o t a t o e s , b u t he p r i n c i p a l l y a r r a n g e d t h e term s o f th e s a l e f o r m ost o f th e volume h e r e p r e s e n t e d . In o t h e r w o rd s , h i s m a jo r f u n c t i o n was " p r i c e d i s c o v e r y " and b r i n g i n g t o g e t h e r t h e b u y e r and s e l l e r . The i n f o r m a t i o n ty p e s and t h e s o u r c e s o f in f o r m a t i o n w ere v e r y s i m i l a r t o o t h e r m a rk e t c o o r d i n a t o r s su c h as th e c o o p e ra tiv e . He s t r e s s e d te le p h o n e c o n t a c t s w i t h h i s s o u r ­ ces i n o t h e r r e g i o n s o f t h e U n ite d S t a t e s f o r p r i c e q u o te s and m a rk e t c o n d i t i o n s . As t h e o t h e r " i n f o r m a t i o n s p e c i a l ­ i s t s " s t a t e d , h e fo u n d l i t t l e v a l u e i n th e go vern m ent r e ­ p o rtin g of p ric e s . Of c o u r s e , i t s h o u ld b e n o t e d t h a t governm ent in v o lv e m e n t i n " c u r r e n t m a rk e t" p r i c e s u r v e l l ia n c e may a p p e a r to t h e i n t e r v i e w e e to b e a c o m p e t i t o r inasm uch a s d e a l e r s i n e s s e n c e s e l l t h e s e r v i c e o f b e in g "p lu g g e d " i n t o t h e m a r k e t. T h is a g e n t d i d sh e d some l i g h t on th e g r o w e r 's a l l e ­ g a t i o n s t h a t t h e p r i c e s r e p o r t e d by th e M a rk e t News B ranch o f USDA a r e i n a c c u r a t e , nam ely t h a t th e r e p o r t e d p r i c e s a r e h i g h e r th a n th e p r i c e t h e g ro w er r e c e i v e s . The M ark et News B ran ch c o l l e c t s p r i c e d a t a by c o n t a c t i n g m a rk e t 173 p a r t i c i p a n t s i n d i f f e r e n t r e g i o n s o f th e s t a t e , The a g e n t p o i n t e d o u t t h a t d e a l e r s may g i v e i n a c c u r a t e p r i c e q u o te s to th e r e p o r t e r s . F o r exam ple, d e a l e r s may r e p o r t h i g h p r i c e s to th e d a t a c o l l e c t i o n a g e n cy , and th e n r e f e r to th e se re p o rte d p r ic e s in t h e i r n e g o tia tio n s w ith p o ta to b u yers. T hus, i t a p p e a r s t h a t th e p r i c e r e p o r t i n g sy ste m h a s a d i f f i c u l t t a s k o f overcom ing b i a s e s i n r e p o r t e d p r ic e s r e l a t e d to th e so u rce c o n ta c te d . I n t e r v i e w s w ere c o n d u c te d w i t h t h r e e p o t a t o c h ip p r o ­ c e s s o r s and two f r o z e n p o t a t o p r o d u c t p r o c e s s o r s i n M ich­ ig a n . Two o f t h e c h ip p r o c e s s o r s w ere l o c a t e d i n t h e D e t r o i t m e t r o p l i t i a n a r e a and one i n th e W e ste rn p a r t o f th e s t a t e . I n a d d i t i o n , t h e a f o r e m e n tio n e d d o m in an t c h ip p r o c e s s i n g f i r m r e f u s e d th e in te rv ie w .^ " I t a l s o s h o u ld b e n o t e d t h a t t h e r e i s p r i n c i p a l l y one f r o z e n p o t a t o p r o c e s s o r i n th e s t a t e t h a t buys M ich ig an p o t a t o e s . The se c o n d f r o z e n p r o d u c t p r o c e s s o r i n t e r v i e w e d buys a lm o s t e x c l u s i v e l y from t h e Red R iv e r V a l l e y p o t a t o e s f o r h i s p a r t i c u l a r p r o c e s s i n g needs. T h is p r o c e s s o r was i n t e r v i e w e d h ow ev er, f o r th e i n ­ f o r m a tio n t h a t he c o u ld g iv e on th e p o t a t o i n d u s t r y and t h e n e e d s o f th e p r o c e s s o r s . The c h i p p in g p r o c e s s o r s s t r e s s e d t h a t th e y buy p o t a ­ to e s p r i n c i p a l l y from M ic h ig a n . However, th e y buy p o t a t o e s from o t h e r r e g i o n s o f t h e U. S. d ep e n d in g on t h e tim e o f th e ^ T his f i r m i s a n a t i o n a l f i r m w h ereas th e c h i p p in g p r o c e s s o r s t h a t w ere i n t e r v i e w e d w ere l o c a l f i r m s . 174 y ear. F o r exam ple, i n A p r i l th e y b e g in b u y in g p o t a t o e s i n F l o r i d a and th e n th r o u g h t h e summer t h e i r p u r c h a s e s move f u r t h e r N o rth . By S ep tem b er and O c to b e r, t h e c h i p p e r s a r e p u r c h a s in g p o t a t o e s i n M ic h ig a n , W isco n sin and N o rth D akota. From November to A p r i l t h e p u r c h a s e s a r e from s t o r a g e i n t h e n o r t h e r n s t a t e s , i . e . , M ic h ig a n . The c h i p p in g p r o c e s s o r s i n t e r v i e w e d c la im e d t h a t th e p r o d u c e r b a r g a i n i n g a s s o c i a t i o n s e t s th e p r i c e o f t h e p o t a ­ t o e s ; th e y a l s o c la im t h a t t h e p r i c e e s t a b l i s h e d by th e grow ers and th e dom inant f ir m s s e t s th e b a s e f o r th e r e ­ m a in d er o f th e M ic h ig an c h i p p in g i n d u s t r y . The c h ip p in g b u y e r s m a i n t a i n e d t h a t two ty p e s o f i n ­ f o r m a tio n w ere v e r y i m p o r t a n t to them. F irs t, th e concept th e y s t r e s s i n p r i c i n g p o t a t o e s i s t h e " d e l i v e r e d p r i c e . " Second, th e c h i p y i e l d i s v e r y i m p o r t a n t b e c a u s e i t d e t e r ­ m ines t h e c o s t o f t h e p o t a t o e s to t h e p r o c e s s o r . One p r o ­ c e s s o r s a i d t h a t he pays one d o l l a r p e r h u n d re d w e ig h t more f o r Red R iv e r V a lle y p o t a t o e s th a n f o r M ich ig an p o t a t o e s b e c a u s e t h e c h ip y i e l d on Red R iv e r V a lle y p o t a t o e s i s l a r g e enough to o f f s e t t h e d i f f e r e n c e i n d e l i v e r e d p r i c e f o r th e unprocessed p o ta to e s . O th e r ty p e s o f i n f o r m a t i o n u s e f u l to c h ip p r o c e s s o r s i n c l u d e cro p r e p o r t s . One p r o c e s s o r s a i d t h a t th e f i n a n c i a l r e p o r t s o f c h a i n s t o r e s w ere o f u s e i n a s s e s s i n g th e m a rk e t b e c a u s e c h a in s t o r e s h a v e a good i n d i c a t i o n o f consum er d e ­ mand. T h is p r o c e s s o r a l s o s a i d t h a t grow er y i e l d s w ere u s e f u l b e c a u s e th e g ro w er can a c c e p t lo w er p r i c e s w i t h 175 h ig h e r y i e l d s . A n o th e r p r o c e s s o r s p e c i f i e d t h a t t h e q u a l i t y o f th e p o ta to , i . e . , i t s s p e c i f i c g r a v i t y w hich a f f e c t s c h i p p in g y i e l d s , th e c o l o r o f th e c h ip i t p r o d u c e s , e t c . , a r e t h e im p o r t a n t f a c t o r s i n b u y in g p o t a t o e s , n o t th e p r i c e f o r t h e raw p o t a t o . I n e s s e n c e , th e q u a l i t y o f t h e p o t a t o a f f e c t s th e p r o d u c t demand and a f f e c t s c o s t s s i g n i f i c a n t l y , w h ile th e p r i c e o f t h e p o t a t o i s a s m a ll p o r t i o n o f t o t a l c o s t s b e c a u s e i t i s o n ly one o f many i n p u t s . He s t a t e d t h a t a p p r o x im a te ly 50% o f p o t a t o c h ip c o s t s a r e o t h e r i n g r e d i e n t s su c h as o i l s u s e d i n p r o c e s s i n g . In g e n e ra l, th e se p ro c e sso rs bought s u b s t a n t i a l p o r­ t i o n s o f t h e i r p o t a t o e s d i r e c t l y from g ro w e rs , a l th o u g h th e y a l s o u t i l i z e d b r o k e r s . I t a p p e a r s t h a t b r o k e r s w ere p r i n c i p a l l y u se d f o r th e p u r c h a s e o f p o t a t o e s o u t s i d e o f M ic h ig an d u r in g t h e summer m a r k e tin g s e a s o n . One p r o c e s s o r p o i n t e d o u t th e im p o r ta n c e o f th e b r o k e r as an i n f o r m a t i o n s p e c i a l i s t by s t a t i n g t h a t th e f u n c t i o n s p e rfo rm e d b y b r o ­ k e r s w ere tim e consum ing, b u t n e c e s s a r y . F u r t h e r , he p o i n t e d o u t t h a t t h e d om inan t f i r m employs i t s own b r o k e r . The c o n t r a c t i n th e f r o z e n p o t a t o m a rk e t i s l e s s r i g i d th a n th e c h i p p in g c o n t r a c t w i t h r e g a r d t o q u a l i t y s p e c i f i ­ c a t i o n s , and t h e p r o c e s s o r ' s a c c e p ta n c e o f th e d e l i v e r e d p o ta to e s. The c o n t r a c t e s t a b l i s h e s a b a s e p r i c e and p r e ­ miums f o r h i g h q u a l i t y p o t a t o e s . The f r o z e n f r e n c h f r i e s p r o c e s s o r s s t r e s s e d c o n c e rn f o r s o u r c e s o f s u p p ly and c la im e d t h a t d u r in g n e g o t i a t i o n s 176 th e y u s e d i n f o r m a t i o n on th e g r o w e r 's c o s t o f p r o d u c t i o n . A ls o , th e p r o c e s s o r s c la im e d to keep e x t e n s i v e r e c o r d s on t h e q u a l i t y o f i n d i v i d u a l g r o w e r s ' d e l i v e r e d p o t a t o e s and t h e s u b s e q u e n t c o s t s to th e p r o c e s s o r . As i n th e c a s e o f th e c h i p p in g p r o c e s s o r s , t h e y i e l d o f th e p o t a t o e s was s t r e s s e d as a f f e c t i n g th e c o s t to th e p r o c e s s o r . The m a jo r f r o z e n p o t a t o p r o c e s s o r c la im e d to c o n t r a c t f o r a b o u t 90-95% o f i t s n e e d s . in a c r e s . The c o n t r a c t s a r e s p e c i f i e d In M ic h ig an t h i s p r o c e s s o r c la im e d t o c o n t r a c t f o r a p p r o x im a te ly 6 ,0 0 0 a c r e s , o r a b o u t 1 .5 m i l l i o n cw t. per y ear. 7 .3 Summary The l i m i t e d number o f i n t e r v i e w s w i t h some o f th e n o n - p r o d u c e r a c t o r s may a llo w f o r some g e n e r a l i z a t i o n s . F i r s t , t h e p r o d u c e r r e p r e s e n t a t i v e s s t r e s s e d th e " in f o r m a l " in fo rm a tio n ch a n n els, i . e . , t h e i r c o n ta c ts w ith p o ta to s p e c i a l i s t s th r o u g h o u t th e c o u n t r y . The MACMA r e p r e s e n t a ­ t i v e d i d i n d i c a t e t h a t t h e r e a r e s u b s t a n t i a l flo w s o f i n f o r ­ m a tio n th r o u g h th e N a t i o n a l P o t a t o B a r g a in in g A s s o c i a t i o n w h ich would b e a more " f o r m a l" sy ste m th a n th e ones u s e d by in d e p e n d e n t a g e n t s . S econd, t h e s e m a rk e t p a r t i c i p a n t s c la im l i t t l e u s e o f USDA p r i c e r e p o r t s . I n o t h e r w o rd s, th e y fo u n d t h e s e r e p o r t s to b e o f l i t t l e v a l u e i n d e c i s i o n m aking. th e y d i d c la im to u s e t h e crop r e p o r t s o f ESCS: However, S ta tis tic s - su c h as p l a n t i n g i n t e n t i o n s , p r o d u c t i o n e s t i m a t e s , 177 e s t i m a t e s o f s t o c k s on h a n d , e t c , T h ir d , t h e b u y e r s s t r e s s th e im p o r ta n c e o f th e y i e l d s , i.e., c h i p p in g o r f r e n c h f r y y i e l d s , o f t h e p o t a t o e s b e c a u s e th e se in flu e n c e t h e i r c o s ts s u b s t a n t i a l l y . F in a lly , th e re a p p e a r s to b e d i f f e r e n t s o u r c e s o f d a t a and i n f o r m a t i o n on p o ta to p r ic e s , c o s ts of p ro d u c tio n , y ie ld s , e t c . Both th e b a r g a i n i n g a s s o c i a t i o n and th e p r o c e s s o r s c la im to keep v e r y d e t a i l e d r e c o r d s on th e p o t a t o i n d u s t r y and th e i n d i ­ v id u a l g ro w ers. T h u s, t h e s e a r e p o t e n t i a l s o u r c e s o f i n ­ f o r m a tio n and d a t a . CHAPTER 8 CONCLUSIONS AND IMPLICATIONS S e v e r a l o b j e c t i v e s w ere s p e c i f i e d a t t h e o u t s e t o f t h i s stu d y . S p e c i f i c o b j e c t i v e s w ere (1) t o i d e n t i f y and d e s c r i b e th e s t r u c t u r e o f t h e M ic h ig an p o t a t o i n d u s t r y a t th e p r o d u c e r / f i r s t h a n d le r l e v e l ; (2) to i d e n t i f y t h e p r i c e d a t a u s e s and n e e d s o f t h e s e p r o d u c e r s and t h e i r s o u r c e s o f p r i c e d a t a ; ' (3) to d e te r m in e w h e th e r t h e r e i s e v id e n c e o f a r e l a t i o n s h i p b e tw e e n th e s t r u c t u r e o f th e m a r k e t, i . e . , p o t a t o p r o d u c t i o n , m a r k e tin g and p r i c i n g and th e p r o d u c e r u s e s and s o u r c e s o f p r i c e d a t a and i n f o r m a t i o n ; (4) to i d e n t i f y c o n c e p t u a l , o p e r a t i o n a l and m easurem ent p rob lem s f a c i n g th e p u b l i c d a t a s y s te m f o r M ic h ig a n p o t a t o i n d u s t r y ; (5) t o e v a l u a t e th e p u b l i c p r i c e d a t a s y ste m i n term s o f m e e tin g M ic h ig a n p o t a t o p r o d u c e r 's d e c i s i o n n e e d s ; and (6) to e v a l u a t e th e i n f o r m a t i o n sy ste m fram ew ork a s a t o o l i n a n a l y z i n g th e p ro b le m s c o n f r o n t i n g th e p u b l i c p r i c e d a t a and i n f o r m a t i o n s y s te m . P r e v io u s c h a p t e r s h av e f o c u s e d on th e f i r s t t h r e e o b j e c t i v e s . T h is c h a p t e r w i l l a d d r e s s th e f i n a l th re e o b je c tiv e s . C h a p te r 1 c o n t a i n e d a d e s c r i p t i o n o f th e p u b l i c p r i c e d a t a and i n f o r m a t i o n a v a i l a b l e from USDA. On th e b a s i s o f th e r e s u l t s o f t h e m a il q u e s t i o n n a i r e and p e r s o n a l i n t e r ­ v ie w s , a number o f c o n c l u s i o n s can be drawn on how t h i s 178 179 sy ste m m e ets t h e n e e d s o f M ic h ig a n p o t a t o p r o d u c e r s . The r e m a in d e r o f th e c h a p t e r w i l l d i s c u s s th e i m p l i c a t i o n s o f t h e f i n d i n g s i n t h i s s tu d y f o r t h e a c t o r s i n t h e M ic h ig an p o t a t o m a rk e t and th e USDA p r i c e d a t a s y s te m s , 8 .1 How th e C u r r e n t P u b l i c D ata S ystem M eets t h e Needs o f M ic h ig an P o t a t o P ro d u c e r s 8 .1 .1 USDA N o n -P ric e D ata On th e b a s i s o f th e s e l l i n g a r r a n g e m e n ts e x i s t i n g i n t h e M ic h ig an p o t a t o m a rk e ts and th e p r o d u c e r r a t i n g s o f t h e v a r i o u s ty p e s o f i n f o r m a t i o n i n d e c i s i o n m ak in g , i t a p p e a r s t h a t ESCS: S t a t i s t i c s n o n -p ric e in fo rm a tio n i s q u ite u se ­ f u l to a l l m a rk e t g ro u p s o f M ic h ig an p o t a t o p r o d u c e r s . The r e s p o n d e n ts g ave h i g h r a t i n g s to e s t i m a t e s o f p l a n t i n g i n ­ t e n t i o n s , e s t i m a t e s o f a c r e s p l a n t e d , h a r v e s t e d and y i e l d s , and e s t i m a t e s o f th e s t o c k s o f p o t a t o e s . As d i s c u s s e d p r e v i o u s l y , th e i n f o r m a t i o n p r o j e c t i n g f u r t h e r i n t o t h e f u t u r e a p p e a r s to be more u s e f u l to p r o ­ c e s s i n g g ro w e rs th a n to t a b l e s t o c k g ro w e rs . P ro c essin g g ro w ers gave a s i g n i f i c a n t l y h i g h e r r a t i n g t o p l a n t i n g i n ­ t e n t i o n s and f u t u r e p r i c e s th a n t a b l e s t o c k g r o w e rs . T h is m ig h t b e e x p e c te d inasm uch as th e p r o c e s s i n g p o t a t o g row ers a r e q u i t e h e a v i l y eng aged i n p r e - s e a s o n c o n t r a c t i n g , and t h e r e f o r e , th e y w ould seem to b e n e f i t more from d a t a and i n ­ f o r m a tio n t h a t p r o j e c t f u r t h e r i n t o t h e f u t u r e . 180 A ls o , th e p r o c e s s i n g g ro w ers gave a p p r o x im a te ly th e same r a t i n g t o p r i c e q u o t a t i o n s , p r i c e f o r e c a s t s and p l a n t ­ in g i n t e n t i o n s . I n o t h e r w o rd s, e s t i m a t e s o f t h e f u t u r e s u p p ly c o n d i t i o n s w ere r a t e d n e a r l y as h i g h l y a s p r i c e q u o t a t i o n s by p r o c e s s i n g p o t a t o g ro w e rs . On t h e o t h e r h a n d , t a b l e s t o c k g r o w e rs , who g e n e r a l l y s e l l p o t a t o e s on t h e s p o t c a s h m a rk e t d i r e c t l y from th e f i e l d o r from s t o r a g e , g a v e h i g h e r r a t i n g s to i n f o r m a t i o n t h a t i s more s h o r t - r u n i n n a t u r e , e . g . , p r i c e q u o t a t i o n s and volume o f p o t a t o s h ip m e n ts . ESCS: T hus, i t a p p e a r s t h a t th e S t a t i s t i c s d a t a and i n f o r m a t i o n w hich f o c u s on lo n g e r r u n d e c i s i o n m aking a r e more u s e f u l to p r o c e s s i n g g ro w ers th a n t a b l e s t o c k g ro w e rs , w h i l e AMS d a t a and i n f o r ­ m a tio n a p p e a r to b e more u s e f u l to t a b l e s t o c k g r o w e rs . 8.1.2 USDA P r i c e D ata When q u e r i e d a b o u t USDA p r i c e s , p r o d u c e r s g e n e r a l l y m e n tio n e d t h e M ark et News R e p o r t s . T h is m ig h t b e e x p e c te d b e c a u s e o f th e w ide d i s t r i b u t i o n o f t h e s e p r i c e r e p o r t s and t h e i r fo c u s upon p r o v i d i n g c u r r e n t p r i c e d a t a and in f o r m a ­ t i o n on th e m a rk e t s i t u a t i o n . M arket News R e p o rts w ere i d e n t i f i e d by p r o d u c e r s i n th e p i l o t i n t e r v i e w s and t h e open ended q u e s t i o n s i n th e q u e s t i o n n a i r e as th e s o u r c e o f USDA p r i c e s w hich th e y u s e d . little d i r e c t u s e o f ESCS: P ro d u c e r s seem to h a v e made S t a t i s t i c s p ric e d ata. T h e re ­ f o r e , t h e e v a l u a t i o n o f t h e USDA p r i c e d a t a f o r p r o d u c e r u s e s w i l l p r i n c i p a l l y a d d r e s s AMS p r i c e d a t a . 181 I t s h o u ld be n o te d t h a t t h e ESCS: S t a t i s t i c s p ric e s a r e v e r y l i k e l y u s e d by p r o d u c e r s , b u t i n an i n d i r e c t way s i n c e t h e p r i c e f o r e c a s t s th e y u s e g e n e r a l l y a r e th e p r o ­ d u c t o f e c o n o m e tric m odels t h a t u t i l i z e ESCS p r i c e d a t a . However, u s in g th e i n f o r m a t i o n s y ste m fram ew ork, p r o d u c e r s would n o t g e n e r a l l y be c o n s i d e r e d a s p r im a r y u s e r s o f p ric e d ata fo r fo re c a s ts . In t h a t ca se, th e r e le v a n t s e t o f u s e r s f o r e v a l u a t i n g th e p r i c e d a t a a r e t h e a n a l y s t s . A lth o u g h th e p r e s e n t s tu d y em p h asiz es p r o d u c e r u s e s o f p r i c e d a ta ,, i t i s i m p o r t a n t a l s o t o remember t h a t USDA p r i c e d a t a may s e r v e u s e s o t h e r th a n t h o s e o f p r o d u c e r s . In o t h e r w o rd s, t h e s e p r i c e d a t a sy ste m s may p r o v i d e p r i c e d a t a w hich w i l l s e r v e th e n ee d s o f th e m a rk e t and n o n -m ar­ k e t a c t o r s i l l u s t r a t e d i n A ppendix I . The p r e s e n t e v a l u a ­ t i o n o f t h e c u r r e n t p u b l i c p r i c e d a t a sy ste m a d d r e s s e s th e p r o d u c e r u s e s o f t h e s e p r i c e d a t a and t h e r e f o r e s a y s n o t h ­ in g a b o u t th e n eed s f o r and u s e s o f p u b l i c p r i c e d a t a by a c t o r s o t h e r th a n p o t a t o f a r m e r s . One o f t h e m a jo r o b j e c t i v e s o f t h i s s tu d y was to i d e n t i f y th e d e c i s i o n s f o r w hich p r o d u c e r s u s e p r i c e d a t a and th e in f o r m a t i o n s o u r c e s th e y u s e to a s c e r t a i n w h e th e r t h e r e i s e v id e n c e o f o b s o le s c e n c e i n t h e d a t a s y ste m . In s p i t e o f t h e g e n e r a l l y a p a t h e t i c r a t i n g s g iv e n to p r i c e d a t a i n d e c i s i o n m aking, i t a p p e a r s t h a t p r o d u c e r s do u se p r i c e d a t a i n d e c id in g t h e number o f a c r e s to p l a n t and th e tim in g o f t h e i r s a l e s . These two d e c i s i o n s w ould a p p e a r to c o r r e s p o n d q u i t e c l o s e l y w i t h th e h ig h r a t i n g s g iv e n to 182 p r i c e q u o t a t i o n s and p r i c e f o r e c a s t s . P ric e fo re c a s ts w ould b e u s e f u l on d e c i d i n g on th e number o f a c r e s to p l a n t , and p r i c e q u o t a t i o n s w ould b e u s e f u l i n d e c i d i n g when to s e l l p o ta to e s. The h i g h e s t r a t i n g was g iv e n to th e " a g e n t / b r o k e r " c a te g o ry o f in fo rm a tio n so u rce . T h is i s c o n s i s t e n t w i t h t h e f i n d i n g t h a t p r i c e d a t a a r e i m p o r t a n t i n d e c i d i n g when to s e l l p o t a t o e s . B ro k e rs and a g e n t s , by k e e p in g a b r e a s t o f t h e m a rk e t d a i l y and w eek ly p r o v id e p r i c e q u o te s and p r i c e o f f e r s t h a t a s s i s t p r o d u c e r s i n d e c i d i n g when to s e l l p o ta to e s. G iven th e h i g h r a t i n g s f o r p r i c e q u o t a t i o n s and th e u s e o f p r i c e d a t a f o r th e d e c i s i o n on when to s e l l p o t a ­ t o e s , i t seems t h a t USDA p r i c e r e p o r t s a r e l e s s u s e f u l i n p r o d u c e r d e c i s i o n m aking th a n o t h e r s o u r c e s su c h a s th e a g e n ts and b r o k e r s . T h is f i n d i n g i s c o n s i s t e n t w i t h o t h e r s t u d i e s d i s c u s s e d i n C h a p te r 2, t h a t fou nd USDA p r i c e s to o l a t e t o b e u s e f u l i n d e c i s i o n m aking. However, i t a l s o s h o u ld b e n o te d a g a in t h a t th e s t u d i e s re v ie w e d i n C h a p te r 2 fo u n d e v id e n c e t h a t USDA p r i c e s a r e u s e d by p r o d u c e r s as a check on th e b e h a v i o r o f a g e n ts and b r o k e r s . I n o t h e r w o rd s , USDA p r i c e s may s e r v e th e f u n c t i o n o f m o n it o r i n g th e b e h a v i o r o f th e p o t a t o b u y e r s . The p r e s e n t s tu d y c a n n o t r e f u t e t h i s u s e o f USDA p r i c e s , and i n f a c t i t s h o u ld b e o b s e r v e d t h a t USDA p r i c e r e p o r t s a r e r a t e d a s th e t h i r d m ost u s e f u l s o u r c e . T hus, t h i s m ig h t a l s o b e some i n d i c a t i o n t h a t t h e s e p r i c e r e p o r t s a r e 183 i n f a c t , u s e f u l i n m o n it o r i n g th e b e h a v i o r o f p o t a t o d e a l ­ e r s and b u y e r s . F u r th e r m o r e , t h i s n o n - d e c i s i o n m aking u s e o f USDA p r i c e d a t a m ig h t e x p l a i n th e p a ra d o x o f h ig h r a t ­ in g s g iv e n t o p r i c e q u o t a t i o n s and th e low r a t i n g s g iv e n to t h e u s e o f p r i c e d a t a f o r s p e c i f i c d e c i s i o n s t h a t p r o ­ d u c e rs m u st make. I n o t h e r w o rd s, p r o d u c e r s may s t r e s s th e u s e o f USDA p r i c e d a t a to m o n ito r t h e b e h a v i o r o f bu y ­ e r s b u t n o t s p e c i f i c a l l y f o r d e c i s i o n m aking. The e v a l u a t i o n o f USDA p r i c e d a t a f o r p r o d u c e r d e c i s i o n making n e c e s s i t a t e s lo o k in g a t th e n eed s o f p r o ­ d u c e rs by t h e m a rk e t i n w h ich th e y s e l l p o t a t o e s . P ro ces­ s i n g grow er r e s p o n d e n ts as a g r o u p , r a t e d USDA p r i c e s s i g ­ n i f i c a n t l y lo w er th a n t h e t a b l e s t o c k and se e d grow er r e ­ s p o n d e n ts . T h is r e s u l t was o b t a i n e d i n b o t h th e open ended q u e s t i o n and th e q u e s t i o n a s k in g p r o d u c e r s to r a t e t h e u s e ­ f u l n e s s o f USDA p r i c e s . T h ere a p p e a r s to b e e v id e n c e o f two ty p e s o f o b s o l e s ­ cence i n t h i s f i n d i n g . F irs t, t h e r e h a s b een a change i n r e a l i t y t h a t h a s a f f e c t e d t h e r e l e v a n c e o f th e c u r r e n t p r i c e d a t a sy ste m . A h ig h p ro p o rtio n of th e p o ta to e s f o r th e p r o c e s s i n g m a rk e t a r e s o l d on a p r e - s e a s o n c o n t r a c t , and p r e - s e a s o n c o n t r a c t i n g d im i n is h e s t h e im p o r ta n c e o f t im e ly p r i c e d a t a f o r making s h o r t - r u n m a r k e tin g d e c i s i o n s . In o t h e r w o rd s, once t h e p r o c e s s i n g p o t a t o g ro w ers h ave s ig n e d a p r e - s e a s o n c o n t r a c t f o r p o t a t o e s , th e m a r k e tin g d e c i s i o n h a s b ee n made f o r t h a t p o r t i o n o f t h e i r cro p and USDA (AMS) p r i c e s a r e l e s s u s e f u l to t h e s e g r o w e r s . 184 S econd, t h e p r o c e s s i n g g ro w ers s t r e s s th e u s e o f p r i c e d a t a f o r s u b s t a n t i a l l y d i f f e r e n t d e c i s i o n s th a n t h e t a b l e s t o c k g r o w e rs . P r o c e s s i n g g ro w ers g av e a h i g h r a t i n g to p r i c e d a t a f o r t h e d e c i s i o n on w h e th e r to b a r g a i n f o r p r e ­ season c o n tr a c ts . T hus, t h e s e g ro w e rs a p p e a r t o d e s i r e p r i c e d a t a and i n f o r m a t i o n w h ich w i l l a s s i s t them i n m aking a s u b s t a n t i a l l y d i f f e r e n t d e c i s i o n th a n t h e c u r r e n t p r i c e d a t a sy ste m i s s e t up to p r o v i d e , i . e . , th e d e c is io n o f w h e th e r th e y s h o u ld j o i n o t h e r p r o d u c e r s i n s e l l i n g and m a r k e tin g p o t a t o e s . I n o t h e r w o rd s , t h e s e g ro w e rs seem t o b e s t r e s s i n g a fo rw a r d p r i c e , i . e . , a p r e d i c t i o n o f th e m a rk e t months i n t o th e f u t u r e to h e l p them d e c id e on a p r e ­ season c o n tr a c t p r ic e . T hus, i t can b e c o n c lu d e d on t h e b a s i s o f th e r e s u l t s o f t h i s s tu d y t h a t USDA p r i c e d a t a a r e o f l i m i t e d v a l u e to p o t a t o p r o d u c e r s i n d e c i s i o n m aking. ESCS: S ta tistic s p r i c e d a t a a r e p u b l i s h e d to o l a t e to b e o f much v a l u e i n p r o d u c e r d e c i s i o n m aking. F u r th e r m o r e , p r o d u c e r s do n o t seem t o b e aware o f t h e s e p r i c e d a t a inasm uch as th e y r e f e r to AMS m a rk e t r e p o r t s when q u e i r e d a b o u t USDA p r i c e d a t a . Thus, p o t a t o p r o d u c e r s do n o t seem to b e p r im a r y u s e r s o f ESCS: S t a t i s t i c s p ric e d ata. AMS p r i c e d a t a on t h e o t h e r hand a r e aimed more s p e ­ c i f i c a l l y a t se rv in g producer n eed s. However, t h e s e p r i c e d a t a a p p e a r to s u f f e r two shortcom m ings i n m e e tin g t h i s g o a l. F i r s t , g iv e n th e o b j e c t i v e o f p r o v i d i n g p r i c e d a t a to a i d i n th e a l l o c a t i o n o f r e s o u r c e s i n t h e m a r k e tin g o f 185 p o t a t o e s , AMS p r i c e s seem to b e o f l i m i t e d v a l u e . In o t h e r w o rd s , p r o d u c e r s c la im t h e s e p r i c e d a t a a r e n o t a v a i l a b l e i n tim e to a s s i s t i n m aking th e m a r k e tin g d e ­ c isio n . The f i n d i n g i n t h e p r e s e n t s t u d y , h o w ev er, t h a t o v e r h a l f o f th e r e s p o n d in g p r o d u c e r s f e e l USDA p r i c e s a r e h e l p ­ f u l to them may p r o v i d e s u p p o r t f o r th e f i n d i n g s i n e a r l i e r s t u d i e s t h a t p r o d u c e r s u s e USDA p r i c e s as a co m p ariso n w i t h t h e p r i c e th e y r e c e i v e d i n t h e p r e v i o u s p e r i o d . T hus, t h e s e d a t a may i n f l u e n c e th e p r o d u c e r 's c h o ic e o f m a r k e tin g c h a n n e l, o r s a l e s o u t l e t , i n th e s u b s e q u e n t m a r k e tin g p e r i o d i n th e e v e n t t h e p r o d u c e r d i s c o v e r s t h e p r i c e he r e c e i v e d was lo w e r th a n th e r e p o r t e d m a rk e t p r i c e . Second, p o t a t o p r o d u c e r s g e n e r a l l y g av e a h ig h r a t ­ in g to p r i c e f o r e c a s t s i n d e c i s i o n making and AMS p r i c e d a t a a r e n o t d e s ig n e d f o r , n o r a r e th e y v e r y u s e f u l i n , t h e g e n e r a t i o n o f lo n g r u n p o t a t o p r i c e f o r e c a s t s . These p r i c e d a t a may b e o f l i m i t e d v a l u e i n s t a t i s t i c a l a n a l y s i s and f o r e c a s t i n g b e c a u s e o f t h e i r b e in g r e p o r t e d o v e r a r a n g e of p ric e s, i . e . , a h i g h and a low p r i c e . F u rth e r, th e ir s h o r t r u n n a t u r e and h ig h s p e c i f i c i t y te n d to make t h i s s e r i e s a l e s s r e l i a b l e h i s t o r i c a l s e r i e s th a n t h e ESCS: S t a t i s t i c s p r ic e d a ta . The r e s u l t s o f th e s tu d y p r o v id e e v id e n c e o f o b s o l e s ­ c e n c e i n th e USDA p r i c e d a t a sy ste m i n s o f a r as p o t a t o p r o ­ d u c e rs n ee d s f o r p r i c e d a t a a r e c o n c e r n e d . The p ro b lem s j u s t d i s c u s s e d a r e more p ro n o u n ced i n th e c a s e o f 186 p r o c e s s i n g p o t a t o g row ers who s t r e s s th e u s e o f p r i c e d a t a f o r d e c id in g w h e th e r o r n o t to b a r g a i n f o r a p r e - s e a s o n c o n tra c t. 8 .2 8.2.1 Im p lic a tio n s AMS M arket News In l i g h t o f th e e v id e n c e t h a t p r o d u c e r s f i n d USDA p r i c e s to be to o l a t e to b e o f u s e i n d e c i s i o n m aking, th e AMS p r i c e d a t a s e r i e s m ig h t im prove i t s s e r v i c e by r e d u c in g th e la g tim e i n d a t a r e p o r t i n g v i a g r e a t e r u s e o f mass m edia te c h n o lo g y such as r a d i o , t e l e v i s i o n , t e le p h o n e , te le ty p e , e tc . I t i s i n t e r e s t i n g to n o t e t h a t r a d i o and t e l e v i s i o n , w hich i s p a r t o f th e M ark et News R e p o rtin g System , w ere r a t e d l e s s u s e f u l th a n S t a t e and F e d e r a l governm ent p u b l i ­ ca tio n s. T his s u g g e s ts t h a t p r o d u c e r s c o u ld make more u se o f t h e s e s o u r c e s o f p r i c e d a t a i n d e c i s i o n m a k in g . In o th e r w o rd s , th e p r i c e d a t a may b e a v a i l a b l e b u t th e p r o d u c e r s do n o t make u s e o f i t . The AMS p r i c e r e p o r t i n g sy stem i s c o n f r o n te d w i t h two m a jo r problem s g iv e n th e changes i n a g r i c u l t u r a l p r o ­ d u c t i o n and m a rk e tin g t h a t have o c c u re d i n r e c e n t y e a r s and t h e c u r r e n t s t r u c t u r e o f th e p o t a t o m a r k e ts . F i r s t , th e AMS p r i c e r e p o r t i n g sy ste m i s c o n f r o n te d i n c r e a s i n g l y w i t h th e m easurem ent p rob lem o f r e p o r t i n g p r i c e s from t h i n m ar­ k e ts. The i n c r e a s i n g im p o rta n c e o f c o n t r a c t p r i c e s 187 accom panied by open m a rk e t r e p o r t i n g , may i n c r e a s e th e t h i n m a rk e t p ro b le m . The p r e s e n t s tu d y fo u n d t h a t a s u b ­ s t a n t i a l p r o p o r t i o n o f M ic h ig an p o t a t o p r i c e s a r e t i e d to some ty p e o f f o rm u la — b o t h c o n t r a c t p r i c i n g and d e - c e n tr a li z e d in d iv id u a l n e g o tia tio n s . In creases in e ith e r d e - c e n t r a l i z e d p r i c i n g o r c o n t r a c t p r i c i n g w i l l a g g r a v a te th e " t h i n " m a rk e t p ro b lem a s a s m a l l e r p r o p o r t i o n o f th e t o t a l c ro p w ould be s o l d on th e open m a rk e t and an i n c r e a s ­ in g p r o p o r t i o n o f p o t a t o e s w ould b e t r a d e d on " o t h e r " p r i c e s a s p o i n t e d o u t by B reim y er ( 1 9 7 6 ) .^ The se c o n d p ro b lem c o n f r o n t i n g AMS i s th e q u e s t i o n o f s e t t i n g p r i o r i t i e s among com p eting u s e s o f t h e i r p r i c e d ata. G iven t h e d i f f e r e n t i a l e v a l u a t i o n o f USDA p r i c e d a t a by t h e p r o d u c e r s i n th e d i f f e r e n t m a r k e ts , i t a p p e a r s AMS m ust s p e c i f i c a l l y a d d r e s s th e q u e s t i o n o f w h at p r i c e d a t a a r e n e e d e d by t h e p r o d u c e r s , i . e . , w h ich o p e r a t i o n a l i z a t i o n o f th e p r i c e s h o u ld he m e a s u r e d , . a n d w hat c r i t e r i a s h o u ld b e u s e d t o d e te r m in e th e u s e s o f p r i c e d a t a to be serv ed . I n o t h e r w o rd s , g iv e n t h a t p r o c e s s i n g and t a b l e s t o c k g ro w e rs n e e d p r i c e d a t a f o r d i f f e r e n t d e c i s i o n s , how s h o u ld AMS d e te r m in e w h ich u s e s a r e t o b e s e rv e d ? P r o c e s s i n g grow­ e r s r e p r e s e n t a s m a ll f r a c t i o n o f th e p o t a t o g r o w e r s , y e t th e y a c c o u n t f o r n e a r l y h a l f o f M ic h ig an p o t a t o p r o d u c t i o n . ^ See C h a p te r 2 f o r r e f e r e n c e s and a d i s c u s s i o n o f t h e t h i n m a rk e t p ro b le m and t h e p ro b le m o f t r a d i n g on o th e rs p r i c e s . 188 T h u s, AMS may b e c o n f r o n t e d w i t h d e t e r m in in g w hich i s t h e r e l e v a n t f a c t o r f o r r e p o r t i n g p r i c e s and s e t t i n g p r i o r i t i e s ; th e number o f a c t o r s o r t h e volume o f p o t a t o e s . 8.2.2 ESCS: S ta tistic s As was p o i n t e d o u t e a r l i e r , ESCS: S t a t i s t i c s gen­ e r a l l y p r e s e n t s d a t a t h a t a r e more u s e f u l f o r p l a n n i n g o p e ra tio n s. The p r i c e d a t a c u r r e n t l y p r o v id e d by t h i s agency a r e n o t i n t e n d e d to b e u s e d f o r s h o r t - r u n m a r k e tin g d e c isio n s. However, chan ges i n th e s t r u c t u r e o f th e p o t a t o m a rk e ts a f f e c t th e a b i l i t y o f t h i s ag en cy to a c c u r a t e l y e s t i m a t e and r e p o r t p r i c e s , and ch ang es i n p r o d u c t i o n and m a r k e tin g p r a c t i c e s may h a v e i m p l i c a t i o n s f o r th e r e l a t i v e im p o r ta n c e o f ESCS: S t a t i s t i c s p r i c e d a t a and i n f o r m a t i o n . I t was p o i n t e d o u t e a r l i e r t h a t p r o d u c e r s may n o t be p r im a r y , o r d i r e c t , u s e r s o f ESCS: However, i n g e n e r a l ESCS: S t a t i s t i c s p ric e d ata. S t a t i s t i c s d a t a and i n f o r m a t i o n may become more i m p o r t a n t o v e r tim e to p r o d u c e r s a s i n f o r ­ m a tio n and d a t a f o r making lo n g e r r u n p la n n in g d e c i s i o n s becomes more i m p o r t a n t . The p r o c e s s i n g p o t a t o g ro w ers i n p a r t i c u l a r seem to p l a c e more em ph asis on f o rw a r d p r i c e in fo rm a tio n . As m e n tio n e d ab ov e, a lth o u g h t h e s e g ro w ers r e p r e s e n t a s m a ll p r o p o r t i o n o f th e t o t a l number o f g r o w e r s , t h e p r o p o r t i o n o f th e t o t a l c ro p g o in g t o th e p r o c e s s i n g m a rk e t h as i n c r e a s e d s u b s t a n t i a l l y i n r e c e n t y e a r s . T h e r e f o r e , fo rw a rd p r i c e i n f o r m a t i o n w i l l i n c r e a s e i n im­ p o rta n c e as a g r e a t e r p ro p o rtio n o f th e p o ta to e s a re s o ld 189 on c o n t r a c t and p o t a t o p r o d u c e r s and t h e i r r e p r e s e n t a t i v e s demand i n f o r m a t i o n on c u r r e n t and f u t u r e s u p p ly an d demand co n d itio n s f o r n e g o tia tin g c o n tra c ts . t h a t ESCS: T h is s u g g e s t s to o , S t a t i s t i c s p r i c e s f o r p r o c e s s i n g u se s h o u ld b e r e p o r t e d i n c o m b in a tio n w i t h o r f o llo w e d q u i c k l y by a n a l y ­ s i s w hich p r o v i d e s f o rw a r d o r f o r e c a s t p r i c e s w here t h i s can be done w i t h r e a s o n a b l e r e l i a b i l i t y . The p r o c e s s i n g p o t a t o g ro w ers a l s o gave a h i g h e r r a t ­ in g to r e p o r t s o f p o t a t o p r i c e s f o r p r e v io u s y e a r s . Inas­ much as t h e s e p r i c e r e p o r t s w ould b e u s e f u l i n b a r g a i n i n g f o r c o n t r a c t s , i t seems ESCS: S t a t i s t i c s av erag e p r i c e s , as a h i s t o r i c a l s e r i e s , w ould be u s e f u l to g ro w ers who en­ gage i n p r e - s e a s o n c o n t r a c t i n g . B ecause p r e - s e a s o n con ­ t r a c t i n g i n f l u e n c e s th e demand f o r p r i c e d a t a and in f o r m a ­ t i o n , th e d a t a s y ste m m ust a d j u s t to m eet t h i s change i n th e s t r u c t u r e o f m a r k e ts . I n a d d i t i o n , th e em ergence o f th e b a r g a i n i n g ag en cy may p r o v id e th e o p p o r t u n i t y f o r a m u tu a l i n t e r c h a n g e o f i n f o r m a t i o n b etw e en th e g ro up b a r g a i n ­ in g i n s t i t u t i o n and th e p u b l i c d a t a sy s te m . The g ro u p b a r ­ g a i n i n g agency i s b o t h a " u s e r " o f p u b l i c d a t a and i n f o r ­ m a tio n and a p o t e n t i a l s o u r c e o f d a t a and i n f o r m a t i o n f o r th e p u b l i c a g e n cy . The b a r g a i n i n g agency h a s a c c e s s to s u b s t a n t i a l i n f o r m a t i o n on p r o d u c t i o n , y i e l d s , c o s t s , e t c . , t h a t a r e u s e f u l t o ESCS: S ta tistic s. I t s h o u ld be remembered t h a t a m a jo r u s e o f ESCS p r i c e d a t a i s f o r d e r i v i n g an e s t i m a t e o f th e income to a g ric u ltu re . Thus, t h e agency a t t e m p t s to e s t i m a t e an 190 a v e ra g e p r i c e f o r p o t a t o e s a t th e farm , o r t h e p o i n t o f f i r s t s a l e , and i t m ust a d d r e s s th e q u e s t i o n o f a c c u r a t e l y m e a s u rin g t h e c o n c e p t o f an a v e ra g e p r i c e a t t h e p o i n t o f f i r s t sa le . The p r e s e n t s tu d y s u p p o r t s t h e c o n t e n t i o n t h a t th e s t r u c t u r e o f p o t a t o p r o d u c t i o n and m a r k e tin g i n M ic h ig an p o s e s i n p o t e n t i a l l y s e i o u s p r i c e d a t a m easurem ent pro b lem f o r t h e ag en cy . The p r i n c i p a l i s s u e t h a t n ee d s to b e a d d r e s s e d i s o p e r a t i o n a l l y d e f i n i n g a homogeneous p r o d u c t a t t h e p o i n t of f i r s t sa le . Forw ard i n t e g r a t i o n by p r o d u c e r s h a s r e ­ s u lt e d in a s u b s t a n t i a l p ro p o rtio n o f p o ta to e s b ein g fu n c ­ t i o n a l l y a l t e r e d p r i o r t o s a l e , i . e . , w ash ed , g ra d e d and p ac k ed . A lth o u g h i t may b e r e l a t i v e l y e a s y to a l t e r t h e p r i c e r e p o r t i n g q u e s t i o n n a i r e s to a llo w f o r th e p r o d u c e r s to d e ­ d u c t t h e e s t i m a t e d e x p e n s e s o f p e r f o rm in g t h e s e f u n c t i o n s , i t s h o u ld be n o te d t h a t t h e s u b s e q u e n t " d e r i v e d ” p o t a t o p r i c e may b e a r l i t t l e r e l a t i o n to m a rk e t p r i c e . In o th e r w o r d s , t h e s y n t h e t i c " d e r i v e d " p r i c e f o r t h e p o t a t o w ould sim p ly be a r e s u l t o f su c h b o o k k e e p in g r u l e s a s d e p r e c i a ­ t i o n r a t e s , a l l o c a t i o n s o f e x p e n se s w i t h i n th e f i r m , e t c . V e r t i c a l i n t e g r a t i o n from th e b u y in g m a r k e t, i . e . , sors, r e ta ile r s , e tc ., p roces­ i n t o th e p r o d u c t i o n s e c t o r r e s u l t s i n a s i m i l a r p ro b lem . Q u ite s im p ly , i t a p p e a r s t h a t th e p r i c e f o r a p o t a t o a t th e farm i s i n c r e a s i n g l y d i f f i c u l t to e s t i m a t e a c c u r a t e l y . 191 Thus, ESCS: S t a t i s t i c s s h o u ld a d d r e s s th e q u e s t i o n s o f th e u s e f u l n e s s o f t h e farm g a t e d e f i n i t i o n o f a g r i c u l t u r e . In o t h e r w o rd s, s h o u ld a g r i c u l t u r e be r e d e f i n e d to i n c l u d e t h e s e f u n c t i o n s p e rfo rm e d by th e a g r i c u l t u r a l p r o d u c e r s an d , th u s c o n s i d e r a l t e r n a t i v e p r i c e r e p o r t i n g l e v e l s w i t h i n th e v e r t i c a l c h a in from p r o d u c t i o n to co n su m ptio n. I f th e farm g a t e d e f i n i t i o n o f a g r i c u l t u r e i s to re m a in , th e n th e s t a t i s t i c a l agency m u st s p e c i f i c a l l y a d d r e s s th e problem s o f a c c u r a t e l y d e f i n i n g ( o p e r a t i o n a l i z i n g ) and m e a su rin g th e v a l u e o f th e n o n - a g r i c u l t u r a l f u n c t i o n s . I t a l s o s h o u ld be n o te d t h a t ESCS p r i c e d a t a a r e o f t e n u s e d to f o r e c a s t p r i c e s f o r a g r i c u l t u r a l p r o d u c ts and t h a t t h e p r e s e n t s tu d y found e v id e n c e t h a t p o t a t o p r o ­ d u c e rs p la c e d a h ig h v a l u e on p r i c e f o r e c a s t s . Thus, ESCS: S t a t i s t i c s i s c o n f r o n t e d w i t h th e p rob lem o f i t s p r i c e d a t a becoming l e s s u s e f u l o v e r tim e f o r f o r e c a s t i n g farm p r i c e s . In o t h e r w o rd s, w i t h changes i n th e s t r u c t u r e o f p r o d u c t i o n and m a rk e tin g i n p o t a t o m a r k e ts , a c c u r a t e l y f o r e c a s t i n g a "farm " p r i c e i s i n c r e a s i n g l y d i f f i c u l t b e c a u s e th e d e f i ­ n i t i o n o f a p o t a t o changes o v er tim e i n b o th q u a l i t y and fu n c tio n . 8.2.3 I m p l i c a t i o n s f o r a Changing R ole o f P u b l i c P r i c e R e p o r tin g The l i t e r a t u r e on th e v a l u e o f i n f o r m a t i o n and th e j u s t i f i c a t i o n fo r p u b lic p ric e re p o rtin g in d ic a te s th a t t h e r e may b e a d i f f e r e n t j u s t i f i c a t i o n f o r p u b l i c r e p o r t i n g 192 d ep en d in g on t h e s t r u c t u r e o f th e m a rk e t. (See C h a p te r 3) Thus, changes i n m a rk e t s t r u c t u r e may sim p ly r e q u i r e p u b l i c p r i c e r e p o r t i n g to m eet d i f f e r e n t n e e d s , i . e . , th e s o c i a l and p r i v a t e v a l u e o f p r i c e d a t a may b e r e l a t e d t o t h e s t r u c ­ t u r e o f t h e m a rk e t. The low r a t i n g g iv e n by p r o c e s s in g p o t a t o g ro w e rs t o th e d e c i s i o n on to whom to s e l l t h e p o t a t o e s to r a i s e s th e q u e s t i o n o f th e r o l e o f t h e p u b l i c p r i c e d a t a and in f o r m a ­ t i o n sy ste m . T hese g ro w ers a p p e a r to h av e few er m a rk e tin g a lte rn a tiv e s , i . e . , t h e r e i s l e s s im p o rta n c e p l a c e d on th e d e c i s i o n whom to s e l l t h e i r p o t a t o e s t o as compared to th e d e c i s i o n on when to s e l l . T here i s o n ly one f r o z e n p o t a t o b u y e r i n th e s t a t e and a s u b s t a n t i a l p o r t i o n o f ' t h e s t a t e ' s c h ip p in g p o t a t o e s a l s o go to one f i r m . t h e s e m a rk e ts h av e few o p t i o n s . Thus, grow ers i n They r a t e th e p r o c e s s o r q u i t e h i g h l y as a s o u r c e o f p r i c e d a t a b e c a u s e i t i s m a in ly a q u e s t i o n o f when to s e l l , n o t to whom th e y s e l l . T his ty p e o f a m a rk e t may a l t e r th e r o l e o f th e pub­ l i c d a t a and i n f o r m a t i o n sy ste m i n two w ays. F irs t, if p r o d u c e r s have few m a r k e tin g o p t i o n s , i t i s c o n c e iv a b le t h a t th e o b j e c t i v e o f th e r e p o r t i n g sy stem would be l e s s u s e f u l i n a l l o c a t i n g p o t a t o e s among a l t e r n a t i v e m a r k e ts . R a th e r th a n p r i c e r e p o r t i n g f o r th e a l l o c a t i o n among m ar­ k e t s , th e r o l e o f p r i c e r e p o r t i n g may s h i f t to p r e - p l a n t i n g from p o s t h a r v e s t : d e c i s i o n 'm a k i n g . Second, p u b l i c r e p o r t i n g may ta k e on more o f an ob­ j e c t i v e o f m o n ito r in g th e p e rfo rm a n c e o f th e l a r g e f i r m s . 193 The em ergence o f l a r g e f ir m s and t h e l i m i t e d s e l l i n g op­ t i o n s i n a g r i c u l t u r a l p r o d u c t m a rk e ts may i n c r e a s e t h e d e­ mand f o r d a t a and in f o r m a t i o n t h a t can b e u s e d to e v a l u a t e and m o n ito r th e p e rfo rm a n c e o f th e m a rk e t p a r t i c i p a n t s . T his would be an i m p o r ta n t p u b l i c f u n c t i o n from a p o t a t o p r o d u c e r and consumer p o i n t o f view . AMS m ig h t c o n s i d e r d e c r e a s i n g th e f r e q u e n c y o f i t s p u b lish ed p r ic e r e p o r t s . G iven t h a t p r o d u c e r s c la im t h e s e p r i c e d a t a a r e o f l i m i t e d v a l u e i n d e c i s i o n making, th e d a i l y p r i c e r e p o r t s m ig h t b e te r m i n a t e d w i t h l i t t l e l o s s to p r o d u c e r s . Weekly p r i c e r e p o r t s m ig h t be s u f f i c i e n t f o r th e p r o d u c e r s n ee d s o f com paring t h e i r p r i c e s r e c e i v e d w ith th e p r i c e s r e c e i v e d by o t h e r g ro w e rs . T h is m ig h t a l s o r e d u c e th e t h i n m a rk e t p ro b lem inasm uch as w eek ly r e p o r t s w ould c o v e r a l a r g e r volume o f p o t a t o e s s o l d th a n d a i l y r e ­ p o rts . 8.2.4 I m p l i c a t i o n s f o r th e Role o f A g r i c u l t u r a l E conom ists The im p o rta n c e p la c e d on fo rw a rd p r i c e s and p r i c e f o r e c a s t s by p r o d u c e r s i l l u s t r a t e s th e i m p o r t a n t r o l e t h a t a n a l y s t s , e . g . , a g r i c u l t u r a l e c o n o m is ts , h av e i n m a i n t a i n ­ in g and im pro ving th e d a t a b a s e . Inasm uch as a g r i c u l t u r a l e c o n o m ists engage i n f o r e c a s t i n g commodity p r i c e s , th e y s h o u ld b e a c t i v e l y in v o lv e d i n im p ro v in g th e ty p e s o f i n ­ f o r m a tio n and d a t a n e c e s s a r y f o r im p ro v in g t h e i r f o r e c a s t ­ in g a c c u r a c y , and im p ro v in g b o th t h e o p e r a t i o n a l i z a t i o n and th e m easurem ent o f p r i c e d a t a . In o t h e r w o rd s, a g r i c u l t u r a l 194 e c o n o m is ts n e e d to a d d r e s s b a s i c p r i c e d a t a p ro b lem s i f th e y a r e t o im prove t h e i r f o r e c a s t i n g a c c u r a c y . In th is s e n s e a g r i c u l t u r a l e c o n o m is ts h a v e a r e s p o n s i b i l i t y i n th e d ev e lo p m e n t and m a in te n a n c e o f t h e a g r i c u l t u r a l d a t a b ase u n d e rly in g a g r i c u l t u r a l s t a t i s t i c s . T hus, f o r p u r ­ p o se s o f im p ro v in g a g r i c u l t u r a l d a t a and e v a l u a t i n g th e d a t a s y s te m , th e a g r i c u l t u r a l e c o n o m is ts s h o u ld b e c o n s i d ­ e r e d p r im a r y u s e r s o f t h e s e d a t a . 8.2.5 I m p l i c a t i o n s f o r M ic h ig an P o t a t o P ro d u c e r s As p o i n t e d o u t i n C h a p te r 3, th e i n f o r m a t i o n sy stem fram ew ork s t r e s s e s t h e r o l e o f th e " u s e r 1' o f d a t a i n e v a l ­ u a t i n g an i n f o r m a t i o n and d a t a s y ste m . T h is s tu d y f o c u s e d on one s e t o f m a r k e t u s e r s , nam ely , p o t a t o p r o d u c e r s . In t h e e v a l u a t i o n o f t h e USDA p r i c e d a t a s y s te m s , i t a p p e a r s on t h e b a s i s o f t h e r e s u l t s o f t h i s s tu d y t h a t p o t a t o p r o ­ d u c e rs a r e n o t p r im a r y u s e r s o f ESCS: d ata. S t a t i s t i c s p ric e F u r th e r m o r e , M ic h ig a n p o t a t o p r o d u c e r s a p p e a r to u s e AMS p r i c e d a t a p r i n c i p a l l y to m o n it o r t h e b e h a v i o r o f th e b u y e r s o f t h e i r p o t a t o e s , i . e . , t h e p r o d u c e r s do n o t seem t o u s e AMS p r i c e d a t a d i r e c t l y i n d e c i s i o n m aking. It s h o u ld b e n o t e d t h a t t h i s m o n it o r i n g f u n c t i o n may b e q u i t e i m p o r t a n t inasm uch as a s u b s t a n t i a l p o r t i o n o f th e g ro w ers t u r n t h e p r i c e d i s c o v e r y f u n c t i o n o v e r to o t h e r f i r m s , e . g . , a g e n ts and b r o k e r s , and g ro w e rs may f e e l t h e n ee d to com­ p a r e r e p o r t e d p r i c e s w i t h th e p r i c e th e y r e c e i v e . 195 A sid e from th e m o n it o r i n g f u n c t i o n , how ever, i t a p p e a r s t h a t th e c u r r e n t p r i c e d a t a sy ste m s o f USDA a r e n o t s e t up t o s e r v e th e p r i c e d a t a n e e d s o f M ic h ig a n p o t a ­ to p ro d u c e rs . In a d d itio n , th e r e s u l t s o f t h i s stu d y d e m o n s tr a te t h a t p r o d u c e r s do n o t f e e l t h a t e x i s t i n g p r i c e d a ta nor t h e i r sources a re very u s e fu l. T hus, t h e s e p r o ­ d u c e rs m ig h t c o n s i d e r some a l t e r n a t i v e m a r k e tin g and p r ic in g a rra n g e m e n ts. The t a b l e s t o c k g ro w e rs m ig h t c o n s i d e r th e c r e a t i o n and o p e r a t i o n o f a c o o p e r a t i v e l y owned s t o r a g e f a c i l i t y , and th u s s p r e a d r i s k s o f p r i c e ch an g es o v e r tim e and among g ro w ers. T his ty p e o f o r g a n i z a t i o n m ig h t a p p e a l t o g ro w ers who p l a c e a h i g h v a l u e on p r i c e d a t a f o r th e d e c i s i o n o f when to s e l l p o t a t o e s , inasm uch as t h e c o o p e r a t i v e c o u ld r e d u c e th e r i s k s o f l o s s e s due to s h o r t - r u n p r i c e f l u c t u a ­ tio n s . R e s e a rc h i s n e e d e d to i d e n t i f y t h e b e n e f i t s o f su c h a c o o p e r a t i v e l y owned o r g a n i z a t i o n and th e f e a s i b i l i t y o f p ro d u cer su p p o rt. A lso r e s e a r c h i s n e e d e d on t h e volume o f p o t a t o e s and th e number o f p r o d u c e r s n e c e s s a r y to d e t e r ­ mine t h e minimum e f f e c t i v e and optimum s i z e o f su c h an o rg a n iz a tio n . P r o c e s s i n g p o t a t o g ro w e rs a r e few er i n number and a p p e a r to be more aw are o f t h e i r i n t e r d e p e n d e n c e . These g ro w ers seem to r e l y upon t h e c o o p e r a t i v e and t h e b a r g a i n ­ in g a s s o c i a t i o n f o r t h e g e n e r a t i o n o f a c o n t r a c t p r i c e . However, b e c a u s e t h e two l e a d i n g p r o c e s s o r s a r e l a r g e n a t i o n a l f i r m s , i t w ould seem t h a t a c t i o n s to r a i s e p r i c e 196 a t th e. S t a t e l e v e l w i l l m o st l i k e l y f a i l u n l e s s t h e r e a r e im proved q u a l i t y o r o t h e r c o s t r e d u c i n g c h a n g e s . A h ig h p r i c e i n one s t a t e may e n c o u ra g e t h e p r o c e s s o r to p u r c h a s e p o ta to e s in an o th er s t a t e . R e s e a rc h i s n ee d e d to d e te r m in e th e n e c e ssa ry c o n d itio n s f o r s u c c e s s fu l c o l l e c t i v e b a rg a in ­ in g . A ls o , r u l e s m u st b e w orked o u t r e g a r d i n g r e p r e s e n t a ­ tio n . I n th e p i l o t i n t e r v i e w s f o r th e c u r r e n t s tu d y , p r o d u c e r s c la im e d t h a t th e y n eed n a t i o n a l c o l l e c t i v e b a r ­ g a in in g . The q u e s t i o n re m a in s to w h at e x t e n t p r o d u c e r s a r e w i l l i n g to s a c r i f i c e autonomy i n d e c i s i o n making f o r e i t h e r c o l le c tiv e b a rg a in in g o r c o o p e ra tiv e s a l e s . N a tio n a l c o l l e c t i v e b a r g a i n i n g w ould g r e a t l y change t h e n a t u r e o f p ro d u cer p r ic e in fo rm a tio n n e e d s . 8 .3 The I n f o r m a t i o n System Framework As An A n a l y t i c a l Approach to S tu d y in g P r i c e D a ta Problem s One o b j e c t i v e o f t h e s tu d y was to e v a l u a t e t h e u s e * f u l n e s s o f t h e i n f o r m a t i o n system fram ew ork i n d e f i n i n g th e p ro blem s c o n f r o n t i n g t h e p o t a t o p r i c e d a t a and i n f o r m a t i o n sy ste m . On t h e b a s i s o f t h e p r e s e n t s tu d y , i t a p p e a r s t h a t th e framework can b e e f f e c t i v e l y u se d i n t h i s way. By i d e n t ­ i f y i n g th e p r o d u c t i o n and marketing practices existing in Michigan p o t a t o m a rk e ts and t h e s u b s e q u e n t u s e s o f p r i c e d a t a , th e p r e s e n t s tu d y fou nd e v id e n c e o f v a r i o u s ty p e s o f o b s o le s c e n c e i n t h e p u b l i c p r i c e d a t a sy ste m f o r M ic h ig an p o t a t o p r o d u c ­ ers. The p r i n c i p a l p ro b lem s c o n f r o n t i n g t h e p u b l i c p r i c e d a t a sy ste m a p p e a r t o be o p e r a t i o n a l and m easu rem en t. 197 Thus, i t was c o n c lu d e d t h a t t h e o p e r a t i n g p r i c e d a t a s y s ­ tems o f USDA do n o t p r e s e n t l y m atch t h a t w e l l t h e n e e d s o f p o t a t o p r o d u c e r s i n d e c i s i o n m aking. However, t h e im f o r m a tio n s y ste m fram ew ork may u n d e r ­ s t a t e th e v a lu e o f p u b lic ly r e p o rte d d a ta i f i t n e g le c ts t h e n o n - d e c i s i o n making u s e s o f t h e p r i c e d a t a . F o r exam­ p l e , e v id e n c e was fo un d t h a t t h e p u b l i c p r i c e d a t a sy ste m s e r v e s p r o d u c e r s v i a t h e la g g e d o r f o l l o w up f u n c t i o n o f m o n it o r i n g th e a c t i o n s o f b u y e r s . T h erefo re, c o n c e n tra tin g s o l e l y on th e im m ediate o r c u r r e n t d e c i s i o n making f u n c t i o n w ould seem t o u n d e r s t a t e t h e v a l u e o f t h e s e p r i c e d a t a to p o ta to p ro ducers. A lso i t w ould u n d e r s t a t e th e v a l u e o f t h e s e p r i c e d a t a i f i t ig n o r e s i n f o r m a t i o n u s e d by d e c i s i o n m akers b u t p ro d u c e d by a n a l y s t s o u t s i d e t h e p a r t i c u l a r d a t a and i n f o r m a t i o n s y ste m b e i n g a n a ly z e d , e * g * , p r i c e f o r e ­ c a s te rs , e tc . The p ro b lem o f d e v e lo p in g s t r i c t econom ic c r i t e r i a f o r t h e s e t t i n g o f s t a t i s t i c a l p r i o r i t i e s among co m petin g uses o f p u b lic p r ic e d a ta s t i l l e x i s t s . In o t h e r w o rd s, th e p ro b le m o f d e t e r m in in g a m o n e ta ry v a l u e f o r t h e b e n e ­ f i t s and c o s t s o f p u b l i c l y p r o v i d e d p r i c e d a t a and i n f o r ­ m a tio n r e m a in s . A lth o u g h th e i n f o r m a t i o n sy ste m fra m e ­ work may n o t s o l v e t h i s p ro b le m , i t a llo w s f o r a s y s t e m a t i c co m p ariso n o f com p etin g demands f o r p r i c e d a t a and i n f o r ­ m a tio n by f o c u s i n g th e r e s e a r c h on t h e u s e r s and u s e s o f p r i c e d a t a and i n f o r m a t i o n . T hus, t h i s fram ew ork would a i d d e c i s i o n m akers i n s e t t i n g s t a t i s t i c a l p r i o r i t i e s . 198 The framework s u g g e s ts v ie w in g d a t a and i n f o r m a t i o n problem s i n th e c o n t e x t o f c o n c e p t u a l , o p e r a t i o n a l o r m easurem ent p roblem s f o r any change i n th e w o rld - e i t h e r ^ changes i n th e r e a l i t y r e p r e s e n t e d o r chan ges i n t h e u s e o f d ata. I n t h i s s e n s e , th e in f o r m a t i o n sy ste m framework a i d s i n t h e o r d e r i n g o f complex e v e n ts so a s to a i d i n th e i d e n ­ t i f i c a t i o n and d e f i n i t i o n o f th e s p e c i f i c n a t u r e o f p r o ­ blem s o f d a t a and i n f o r m a t i o n sy s te m s . On t h e b a s i s o f th e r e s u l t s o f th e p r e s e n t r e s e a r c h , i t a p p e a r s t h a t f u r t h e r r e s e a r c h s h o u ld fo c u s on th e m ar­ k e t and n o n -m a rk e t u s e r s o f p u b l i c p r i c e d a t a to i d e n t i f y t h e i r n e e d s , and to i d e n t i f y changes t h a t s h o u ld be made i n th e c u r r e n t sy ste m , i . e . , d if f e r e n t o p e ra tio n a l d e f in i­ t i o n s o f p r i c e f o r p u b l i c r e p o r t i n g o r changes i n m e a su re ­ ment t e c h n i q u e s . By f o c u s in g on t h e v a r i o u s a c t o r s t h a t u se p r i c e d a t a , t h e s e r e s e a r c h e f f o r t s w i l l i d e n t i f y who w i l l r e c e i v e t h e b e n e f i t s , and who w i l l , b e a r t h e co st's o f changes i n p u b l i c p r i c e d a t a r e p o r t i n g . In a d d i t i o n , inasm uch a s th e p r e s e n t s tu d y found e v id e n c e t h a t th e v a l u e o f p r i c e d a t a i s r e l a t e d t o t h e s t r u c t u r e o f p r o d u c t i o n and m a r k e tin g , i t a p p e a r s t h a t f u r ­ t h e r r e s e a r c h would b e n e f i t by c o n c e n t r a t i n g on d i f f e r e n c e s i n th e s t r u c t u r e o f m a r k e ts . T here may b e more p ro fo u n d d i f f e r e n c e s i n th e s t r u c t u r e o f a g r i c u l t u r a l m a rk e ts among com m odities and among d i f f e r e n t g e o g r a p h i c a l r e g i o n s t h a t w i l l s i g n i f i c a n t l y a f f e c t th e demand f o r p u b l i c p r i c e d a t a , and a f f e c t th e p r i c e d a t a c o l l e c t i o n p ro b lem . F or exam ple, 199 w i t h i n p o t a t o m a r k e ts , s u b s t a n t i a l d i f f e r e n c e s e x i s t b e ­ tween t h e c o o p e r a t i v e s i n th e W estern p o r t i o n o f th e U n ite d S t a t e s and those in .Michigan. Thus, r e s e a r c h e f f o r t s m ig h t b e o r i e n t e d to s t u d y i n g th e l a r g e s c a l e o r g a n i z a t i o n s w i t h i n a commodity m a rk e t. 8 .4 C o n c lu sio n A lth o u g h th e p r e s e n t s tu d y does n o t answ er a l l th e q u e s t i o n s and p roblem s c o n f r o n t i n g th e p r i c e d a t a sy ste m and M ichigan p o t a t o p r o d u c e r s , i t does shed l i g h t on th e n a t u r e o f t h e p rob lem and s u g g e s ts t h a t s t r u c t u r a l changes i n p o t a t o m a rk e ts may b e d im i n is h in g th e c u r r e n t r o l e , a n d i n any c a s e c h a n g in g th e f u t u r e p o t e n t i a l r o l e , o f USDA p ric e re p o rtin g . The s tu d y d i d i d e n t i f y th e em ergence o f d e c i s i o n s f o r w hich th e c u r r e n t p r i c e d a t a sy stem i s n o t w e l l d e s ig n e d to a d d r e s s , e . g . , t h e d e c i s i o n o f w h e th e r o r n o t to b a r g a i n f o r p r e - s e a s o n c o n t r a c t s . T h u s, changes i n th e s t r u c t u r e o f a g r i c u l t u r a l m a rk e ts and p r i c i n g i n s t i t u ­ t i o n s n e c e s s i t a t e a p e r i o d i c r e - e v a l u a t i o n o f th e p r i c e d a t a and i n f o r m a t i o n sy ste m o b j e c t i v e s , c o n c e p ts , and o p e ra tin g p ro c e d u re s. The s tu d y a l s o i d e n t i f i e d th e im p o rta n c e o f p r i c e q u o t a t i o n s and p r i c e f o r e c a s t i n g to p o t a t o p r o d u c e r s . These p r o d u c e r s a l s o gave h i g h e r r a t i n g s to s o u r c e s o t h e r th a n USDA f o r t h e p r i c e d a t a th e y u s e i n d e c i s i o n m aking. However, USDA d a t a a p p e a r to have s u b s t a n t i a l '’i n d i r e c t " u s e by p o t a t o p r o d u c e r s , 200 A lso , t h e n o n - p r o d u c e r a c t o r s seem to f i n d USDA n o n - p r i c e d a t a and i n f o r m a t i o n u s e f u l , w h ile th e y c la im l i t t l e u s e o f USDA p r i c e d a t a i n d e c i s i o n m aking. APPENDIX I 201 APPENDIX I PRICE DATA USERS/USES USER ......... ................. USE """ Government o ffic ia ls Make p o lic y D i s t r i b u t i o n : how much p a r t i c i p a n t s make ( f a i r r e t u r n ) A llo c a tio n of sc arce reso u rce s E q u ilib ra tio n - s ta b le /u n s ta b le A f f e c t s d i s t r i b u t i o n and a l l o c a ­ tio n P ro d u c e r s P ro d u c tio n D i s t r i b u t i o n : how much p r o d u c e r makes P la n o p e r a t i o n s A l l o c a t i o n : ch o o se betw en X, and X«, th e n how much s h o u ld be p ro d u c e d M a rk e tin g d e c isio n s Where, when and how to m a rk e t: A l l o c a t i o n betw een m a rk e ts ( e . g . ta b le s to c k or p ro c e ssin g ) A l l o c a t i o n b etw e en c h a n n e ls o r p r i c e d i s c o v e r y m echanisms A l l o c a t i o n s b etw een f u n c t i o n s to p e r f o rm b e f o r e s a l e Buyers (e .g ., p ro cesso rs, a g e n ts, d i s ­ trib u to rs , re ta il c h a in s) Buying D e c is io n s D i s t r i b u t i o n : how much w i l l h e make P la n o p e r a t i o n s : how much, w here, when and how to buy S e llin g d ec isio n s (See P ro d u c e rs - M a rk e tin g d e c i sio n s) Input su p p lie rs Buying eq u ip m en t P la n o p e r a t i o n s R esearch ers P o lic y Recommend a tio n s A n aly ze p e rfo rm a n c e o f A g r i c u l a l se c to r APPENDIX I I 202 APPENDIX II PILOT INTERVIEWS: PRODUCERS Sample I n t e r v i e w Q u e s tio n s f o r P ro d u c e r s ( P i l o t I n t e r v i e w s ) INTRODUCTION I am c o n d u c tin g r e s e a r c h on p o t a t o p r o d u c e r s 1 p r i c e and i n f o r m a t i o n n e e d s . The r e s p o n s e s you g i v e w i l l h e l p me to d e v e lo p q u e s t i o n s f o r o t h e r p o t a t o p r o d u c e r s . Your i d e n t i t y w i l l b e h e l d i n s t r i c t c o n f id e n c e . STRUCTURAL QUESTIONS WHICH MARKET? T a b le sto c k o r P ro c essin g ? ( I f p r o c e s s i n g , w hich m a r k e t, c h i p , d e h y d r a t e d , f r o z e n ? ) Do you change b a c k and f o r t h b etw een m a rk e ts? What d e te r m in e s y o u r d e c i s i o n to change? Who do you s e l l to ? e r s , ag e n ts? ) ( r e t a i l e r s , w h o le s a le rs, pack­ HOW DO YOU SELL? C o n t r a c t o r c a s h s p o t m a rk e ts ? I f c o n t r a c t , - how do you d e c id e on th e p r i c e ? - when i s th e p r i c e you r e c i e v e known to you? ( b e f o r e p l a n t i n g , a t d e liv e ry , a f t e r d e liv e ry ? ) - does th e p r i c e change o v e r th e p e rio d o f th e c o n tra c t? Do you s e l l by means o f i n d i v i d u a l n e g o t i a t i o n s , group n e g o t i a t i o n , t e r m i n a l m a r k e ts , e t c . ? When do you g e t p a i d f o r s a l e s ? ( b e f o r e d e l i v e r y , a f t e r d e l i v e r y , o r when t h e p o t a t o e s change h a n d s ? ) - w h at i s t h e a v e r a g e tim e r e l a t i v e t o t h e p r o ­ d u c t ch a n g in g h an ds? 203 Do you com bine y o u r p o t a t o e s w i t h o t h e r p r o d u c e r s f o r s a l e s , e , g , , j o i n t s t o r a g e o r p a c k in g f a c i l i t i e s ? I f y e s , do you u s e a f o rm u la f o r d i v i d i n g th e revenues? QUESTIONS REGARDING USE OF PRICE INFORMATION DO YOU USE INFORMATION ON PRICES? What d e c i s i o n s r e q u i r e p r i c e i n f o r m a ti o n ? Where do you g e t p r i c e in f o r m a t i o n ? (n e ig h b o rs, n e w s p a p e rs , m a g a z i n e s 1 g ov ernm en t r e p o r t s , u n i v e r s i t y ? ) Which s o u r c e i s th e m o st a c c u r a t e ? How many s o u r c e s o f p r i c e i n f o r m a t i o n o r b u y e r s do you c o n t a c t b e f o r e s e l l i n g y o u r p o t a t o e s ? (or in case of c o n t r a c t i n g , b e f o r e you a g r e e on a p r i c e ? ) I f you do n o t u s e p r i c e i n f o r m a t i o n , why n o t ? What ty p e o f i n f o r m a t i o n i n f l u e n c e s w here you s e l l p o t a t o e s , how you s e l l p o t a t o e s , when you s e l l p o t a t o e s ? QUESTIONS REGARDING FUNCTIONS PERFORMED ON PRODUCT Do you p e r f o r m any f u n c t i o n s on p o t a t o e s b e f o r e you s e l l them? (wash, g r a d e , wax, p a c k , s t o r e ? ) Do you keep r e c o r d s on th e c o s t s in v o lv e d i n p e r ­ fo rm in g t h e s e s e r v i c e s ? Would you b e w i l l i n g t o e s t i m a t e t h e s e f o r a g o v e r n ­ m ent agency? GENERAL AND OPEN ENDED QUESTIONS What do you f e e l i s t h e m a jo r p ro b lem o r w eakness w ith re p o r te d p r ic e s ? What do you f e e l i s t h e m ost i m p o r t a n t r o l e t h a t p r i c e s p l a y s o r s h o u ld p l a y i n p r o d u c t i o n and m a rk e tin g ? Are n o n - p r i c e term s o f s a l e i m p o r t a n t i n p o t a t o p r o ­ d u c t i o n and m a r k e tin g ? G ive some e x a m p le s . What i s t h e m a jo r f a c t o r t h a t you f e e l e x p l a i n s d i f ­ f e r e n c e s i n p o t a t o p r i c e s ? What do you f e e l i s t h e m a jo r f a c t o r t h a t d e t e r m in e s p o t a t o p r i c e s ? What a r e t h e m a jo r o r m o st i m p o r t a n t p ro b lem s you now e n c o u n te r i n p r o d u c in g and m a r k e tin g p o t a t o e s ? 204 What h a s changed t h e m o st, i n y o u r o p i n i o n , i n p o t a t o m a rk e ts o v e r th e l a s t f i v e o r t e n y e a r s ? What do you t h i n k t h e m a jo r changes w i l l b e i n th e n e x t f i v e o r te n y e a r s ? What do you t h i n k w i l l b e t h e m a jo r problem s c o n f r o n ­ t i n g p o t a t o p r o d u c e r s i n th e f u t u r e ? What i n f o r m a t i o n would b e t h e m o st h e l p f u l to you i n p ro d u c in g and m a rk e tin g p o t a t o e s ? APPENDIX I I I 205 APPENDIX I I I PRODUCER MAIL QUESTIONNAIRE AND FOLLOW-UP LETTERS M I C H I G A N STATE UNIVERSITY M FA RTW ILN T or ACJUCULTUAAL e C O N O M ie E A JT L A M IN G • W1CHICA.N • «*»M AGRICULTURE HALL September 21, 1973 I am very anxious to have the benefit of your help in a study that I feel can be of great importance to the Mich­ igan potato industry. Recently, we have become aware of the fact that some potato producers and representatives of potato producer organisations are very critical of the published information that is available on the potato in­ dustry. We are interested in investigating potato market­ ing and price information in the hopes that we may be able to recommend specific improvements that will benefit the entire Michigan potato industry. Enclosed are approximately 23 questions that will help me understand what your ^rice information needs are. For example, what kinds of price information would be the most helpful to you in deciding where, when, and to whom to sell your potatoes? Where do you get the most useful price information? Are there differences in the type of infor­ mation needed between the tablestock and processing markets? etc. While I realize thac your farming operation places very difficult time demands on you at this time of the year, I cannot stress enough the importance of your filling out this questionnaire. You should also note chat in a trial test it took, a group of potato producers only 20 minutes to complete this questionnaire. It is extremely important to the success of this project that we receive input from you. If you do not respond, we will not have a good representation of the Michigan potato industry, and our information will be les3 meaningful. You are encouraged to add whatever additional comments you wish to the questionnaire, and we assure chat you identity will be kept confidential. Once you have completed the questionnaire, please return it to me in the enclosed, scamped, self-addres3ed envelope as soon as possible. Thank you very much for your time and cooperation. Sincerely, Marvin L. Klein Phone: (517) 355-9653 (517) 394-3647 206 QUESTIONNAIRE DIRECTED TO POTATO PRODUCERS AND POTATO SELLERS Instructions: The purpose of this questionnaire is to find out what kinds of information potato growers and sellers need in operating their firms with a particular emphasis on price information. There arc two parts to the ques­ tionnaire. The answers to ?art One will be used to determine how potatoes arc sold today. Part Two will be used to determine your information needs. All Information you provide will be kept confidential, ho Identities of Individuals! firms or organizations will be revealed in the report derived from this survey. PLEASE READ EACH QUESTION CAREFULLT BEFORE ANSWERING. Part One: (1) Please classify your operation by cheeking one of the following: Producer (Produce 505! or more of the volume you _____ Distributor, Shipper, Wholesaler (Purchase more you sell— take title to the potatoes) sell) than 50* of thevolume _____ Agent or Broker (Sell 502 or more of your total sales for other individuals, agencies or firms— you do not take title but work for a fee) _____ Hone of the above (Please briefly describe your operation if you feel that the categories above are inadequate.) (2) Please indicate in which of the following markets your firm (you) sells potatoes: _____ Tables took (fresh) ____ 2 of cocal sales * of total sales _____ Processed _____ Frozen (french fries, etc.) ____ 2 of total sales ____ Chipping _________ % of total sales _____ Dehydrated ____ 2 of total sales V _____ Seed Ocher M Specify of total sales ____ 2 of total sales 207. - (3) 2- What Is Che first point of destination beyond your operation for the major portion of potatoes you sell? (Who receives the potatoes directly from you or your firm?) NOTE: USE 79) Please briefly describe the major characteristics of this operation. (What are the major functions this organization performs? What are the most im­ portant organizational characteristics, etc.?) 208 -3 (8) Please brief1/ explain hew the costs and returns of this operation are allocated between the members? (How do you set charged for services performed - flat rate, rate varying with quantity used? How are the dividends allocated, etc.?) _____ Do not know (Co to f?9) (9) Which of the following approaches most nearly describes how you become awnrc of the price for the potatoes you 3ell? NOTE: USE (T) FOR TABLESTOCK, (P) FOR PROCESSING AND (S) FOR SEED. _____ Organized Auction or Central Markcc _ _ _ Direct Sales (Individual negotiation between you and one or more buyers) _______ Croup Bargaining (Two or more producers and one or more buyers— Includes formal arrangements such as bargaining associations and cooperatives) An agent, individual or organization that sells for numerous producers _____ Ocher (10) Specify . Which of the following best describes how you know the specific price you will receive for the major portion of the potatoes you sell? NOTE: USE (T) FOR TABLESTOCK, (P) FOR PROCESSING AND (S) FOR SEED. _____ Organized Auction or Central Market (Go to 312) _____ Formula (the price you receive is established or set by a formula tied to a reported price or some base price) (Please answer 311) _____ Administered (a non-negcetable price i3 announced and you trade at that price) (Go to 312) Other Specify _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ (11) Briefly describe the major characteristics of the formula. (What the base price is pegged to, the major factors that determine the price received, the base price as fixed or variable, etc.) (12) What proportion of your total production is sold on a pre-season contract? (Note: A pre-season contract is one that 13 agreed to prior to planting the potatoes.) _ _ _ _ X of total volume. (13) How many buyers on the average do you have contact with before agreeing on your selling price? ______ Number (tablestock market) Number (processing market) 209 -4Part Two; (14) Information Needs and Uges Various types of Information are available to aid managers in decision making. Please indicate how useful the following types of information are to you when you make decisions. CHECK ONE CATECOKY FOR EACH TYPE OF INFORMATION. TYPE OF INFORMATION Very Useful Moderately Useful Rarely Useful I da- not use because It is notQr I am not useful aware of It Potato price quotations (15) _____ _____ _ ______ Prices of other crops _____ _____ _____ ______ _______ Potato futures prices _____ _____ _____ _____ _______ Reports of pocato prices for past years _____ ______ ______ ______ Potato price forecasts _____ _____ _____ _____ _______ Estimates of planting intentions ______ _____ _____ ______ _______ Estimates of acres planted, harvested and yields _____ _____ _____ _____ _______ Volume of potato shipments _____ _____ _____ ______ _______ Estimates of stocks of potatoes _____ ______ _____ _____ _____ ____ _____ ______ _____ Estimates of production costs _____ Transportation costs _____ _____ _____ Wage rates _____ _____ _____ _______________ Labor availability _____ _____ _____ Demand estimates _____ _____ ____________ Ocher (specify) _____ Ocher (specify) _____ _____ _____ _____ ______ ______ _____ _______ _______ ______ _ _ _ _ _______ Please list three sources of published price information that are che most helpful to you in decision making. ______ ________ _____ 210 -5(16) Published or reported prices night be helpful in making numerous decisions. Please indicate how useful price data and reported prices are co you when you stake the following decisions. CHECK ONE CATEGORY FOR EACH TYPE OF DECISION. TYPE OF DECISION Very Useful Moderately Useful Raraly Useful To plant or not to plant potatoes _____ _____ _____ _____ Number of acres of potatoes to plant _____ _____ _____ _____ The variety of potatoes co plant ____ ______ ' _____ When to sell the potatoes (timing of sales) ______ To bargain for pre-season contracts _ _ _ _ _ _____ To join other producers in selling and marketing potatoes _____ _____ The market in which to sell potatoes (tablestock vs. processing) _____ _____ _____ _____ _____ ____ The geographical area in which co sell potatoes _____ _____ _____ _____ The sice and type of container to use _____ _____ _____ _____ ____ _____ _____ _____ To whom you will sell the potatoes (ship­ per, direct to retail, co processor, etc.) (17) Not Useful Ocher (specify) _ _ _ _____ _____ _____ Other (specify)_______________________ _____ _____ _____ _____ Price data and information can be secured from various sources. From the following list please indicate which sources of price information you find to be the most use­ ful co you in making decisions. CHECX ONE CATEGORY FOR EACH SOURCE LISTED. Very Useful SOURCE Newspaper _____ Magazines _____ Industry newsletters (specify below) _____ Radio and TV State and federal government publications University publications Neighbors Cooperatives and farmer organizations Retail stores Potato dealers, brokers, shippers, etc. Processors and agents Bankers and lending institutions Other (specify) _____ ______ Moderately Rarely Useful Useful Noc Use ftil ______ _____ _____ _ _ _ ____ _____ 211 - (18) How important arc the fallowing types of Information when you decide the price at which you will sull the major portion of your pocacoes? CHECK ONE CATECORY FOR EACH TYPE OF INFORMATION. TYPE OF INFORMATION Information on non-price terms of sale (volume you can deliver, time of delivery, place of delivery, quality factors, etc.) The previous year's prices The price ocher growers have been offered Very Important Moderately Important Of Little Importance Of No Impovtar.ce ____ _____ _____ ____ _____ _ ___ • ____ — _ Supply estimates ____ ____ ____ _____ Demand estimates _____ ____ ____ _____ Your cost of production Your level of production Other (specify) (19) 6- ____ _____ ______ ____ ____ _____ ____ Rank the following factors in the order of their importance in determining co whom you sell your potatoes. (Write a number In each space with number 1 being tho most important, number 2 the second most important, and so on.) NOTE: YOU MAY ADI) ITEMS OF YOUR CHOICE. _____ Sold to them lasc year _____ Trust them _____ Best price offer _____ Volume they want To maintain or hold a market outlet Ocher (specify) ___________________________________ (20) Are you familiar with the potato prices that are published by the United States Department of Agriculture? Yes _____ No (21) _____ (If yes dnswer 3 21) (If no go to i?23) Do you feel these prices are useful to you? _____ Yes (If yes go to J23) _____ No (If no go co 3 2 2 ) 212 -7(22) Please briefly describe why the prices published by the United States Department of Agriculture arc not useful to you. (23) What do you think shouLd be done with price reporting for It to be more useful to you? (Briefly list your major needs or concerns.) (24) How many acres of pocacoes do you have this year? _ _ _ _ _ _ acres (25) How many acre3 have you averaged per year for Che last 5 years? (26) What volume of pocacoes do you sell In an average year? (27) In which of the following groups does your age fall? (23) _____ 30 years or less ____ 31-40 years ____ 51-60 ____ greater than 60 years _ _ _ _ _ acres _ _ _ _ _ cvt. (Check one) 41-50 years Please feel free co add any additional comments that you might wane co make on this survey questionnaire, or on che problems you feel are the most important facing pocaco producers: _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ QUESTIONNAIRE COMPLETE. PLEASE RETURN TO: THANK YOU "OR YOUR ASSISTANCE. Marvin L. Klein Department of Agricultural Economics Michigan Scate University East Lansing, Michigan 43324 2 13 MICHIGAN STATE UNIVERSITY W M H tM K N T 0 ? AGRICULTURAL ECONOMICS EAST LANSING • MICHIGAN • 4 U 4 AGRICULTURE HALL October 11, 1973 Dear Michigan P o ta to Producer: A few weeks ago you re c e iv e d a l e t t e r and a qu estion* n a i r e as p a r t o f a r e s e a r c h p r o j e c t t h a t i s being conducted on p r i c e d a ta and in fo rm a tio n in th e Michigan P otato In du s­ t r y , So f a r we have n o t r e c e iv e d a response from you. This l e t t e r i s to remind you t h a t we s t i l l need ycur completed q u e s t io n n a ir e . I f you have n o t a lr e a d y responded, p le a s e r e t u r n the completed q u e s tio n n a ir e in the stamped s e lf - a d d r e s 3 e d envelope t h a t was s e n t to you w ith the q u e s tio n n a ir e . I f our l e t t e r s have c ro sse d in the m a il, p le a s e a c c e p t our s i n c e r e thanks and d is r e g a r d t h i s l e t t e r . I know t h i s i s a busy time of the y e a r f o r you, b u t the q u e s tio n n a ir e does n o t take much time to com plete. I t i s very im p o rtan t to the success o f the r e s e a r c h p r o j e c t and to the development o f a s tr o n g e r p o ta to in d u s tr y than we have your re sp o n se . Thank you f o r your h e lp . S in c e r e ly , Marvin L. K lein Research A s s i s t a n t 214 MICHIGAN STATE UNIVERSITY D V A H TM EN T O f AGRICULTURAL ECONOMICS eA ST lA W ,lf*C * MICHIGAN • M tM AGRICULTURE I I A l l November 1, 1978 Dear Michigan P o ta to Producer: This l e t t e r i s in re f e r e n c e to the P o ta to P ric e Data and In form ation Study q u e s tio n n a ir e which was m ailed to you s e v e r a l weeks ago. So f a r we have n o t re c e iv e d a response from you. I t i s very im p o rta n t f o r the success o f t h i s re s e a r c h t h a t we have a resp o n se from each Michigan Potato Producer. P le ase complete the q u e s t io n n a ir e and r e t u r n i t to me. In the event t h a t you have l o s t or m is la id th e q ues­ ti o n n a i r e , we a re e n c lo sin g a n o th e r copy and a n o th e r r e t u r n envelope. I f you have a lre a d y responded and our l e t t e r s crossed in the m ail, p le a s e a c c e p t our s i n c e r e thanks and d is r e g a rd t h i s l e t t e r . We need your h elp f o r a s u c c e s s f u l p r o j e c t . T h e re fo re , i f you have n o t been a b le co complete t h e " q u e s tio n n a ir e y e t ; p le a s e do so and m ail i t to me as soon as p o s s ib l e . S in c e r e ly , Marvin L. K lein Research A s s i s t a n t A g r i c u l t u r a l Economics MLK/sr Enclosure APPENDIX IV 2.15 APPENDIX IV SAMPLE QUESTIONS: BUYER INTERVIEWS 1. Please describe che major uses of Che pocacoes your firm buys. 2. Please describe Che functions your firm performs on Che pocaeoes prior co sale, and che fora of che pocacoes when your firm buys chem. 3. Whac is che average volume of pocacoes your firms buys in a year? 4. What ocher farm produces does your firm buy? 3. Pocaeoes represenc whac proportion of your cocal sales? 6. How many planes does your firm operation? In Michigan? In che U.S.? 7. Who does your firm buy pocacoes from? 8. Please describe Che relationship berween these planes for Che purchase of pocacoes, I.e., are these planes oper­ ated independently? Are the purchases of different com­ modities treated independently? 9. What is Che relevant market for your buying operation? How would you define it? 10. Which external sources of information do you use? 11. Whac type of information do you use when buying pocaeoes? 12. Please describe che price daca that you use when buying potatoes. 13. How do you decide on the orlce you will pay for pota­ toes? 14. Is there any price that could be reported chat would help you or reduce your cose of operation? 13. How do you allocate che costs between the operations? 16. Whac type of information would be the most helpful to you in your operation of buying and selling pocacoes? 17. Would you be willing co pay for chis service? 13. Whac are your major goals in agreeing on a buying price for potatoes, i.e.. whac concept or price do you cry co actain, a price that will cover full costs? a price ehat will cover some portion of the coses of operation', etc. ? 19. Do you use governaenc reported prices of govemmenc statistics? If yes, which statistics are che mosc useful co you? If no, why do you not use chese situations? 20. Whac cype of price Information do you use in agreeing on a price? (price others offer, market news price, aver­ age price for'a market, producers cost of produccion, your cost of produccion, demand estimates, five-year average price, ocher?) 21. Whac are ocher decisions for which you rely on price daca and information? 216 SAMPLE QUESTIONS: INTERVIEWS WITH COOPERATIVE AND BAR­ GAINING ASSOCIATIONS 1. Please describe che major functions your organization performs. 2. In which market does your firm (organization) sell pocacoes? 3. Whac Is Che average volume thac your firm handles in a year? 4. Briefly describe your firms buying and selling acciv-' icies— whac role your firm plays in che marketing of pota­ toes? 3. Briefly describe how you allocate che coses and returns CO Che services your firm performs. 6 . Does your firm engage in pre-season concracelng? 7. Briefly describe che contracts that you negotiate: price fixed or does 1c vary? whac is base price tied to? now are discounts and premiums computed, etc.? 3. Which terms of the contract seem to have the most im­ pact on die price agreed on in the contract? 9. Whac are the major bargaining issues thac are stressed by your organization? by the buyers? 10. Whac are the price goals thac are stressed by your organization? i.e., target race of return? a price cover­ ing the cost of produccion? a price co clear the market?, etc.? 11. What types of Information do you use in bargaining? 12. Which of these do you find to be che most reliable or accurate for your purposes? 13. What price data do you use? Where do you get this data? (your own organization? government reports? etc.? 14. Whac type of price daca is the most useful to you in agreeing on*the terms of sale? 13. Approximately how many producers belong to your organ­ ization? 16. Approximately how many producers regularly market through your organization? 17. Approximately what percentage of your 3tates produc­ tion of p.ocacoes is handled by your firm? 13. Do your members include producers in ocher states? 19. How would you define che market for pocacoes in your area? 20. How many different products does your firm handle? 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