.- ..... EMPLOYEE PERCEPTiONS OF THE SCANLON PLAN Thesis for the Degree of M. A. MICHIGAN STATE UNNERSITY ROBERI KEITH GOODMAN 1971 LIBRARY Michigan State University 2: ‘ Q .- ‘3’ BINDING BY HDAG a. snue- g BBUK BINDERY INC. : LIBRARY BINDERS ' . ‘ glimmer. menial; ‘J ‘K ABSTRACT EMPLOYEE PERCEPTIONS OF THE SCANLON PLAN By Robert Keith Goodman This study presents empirical data on how employees operating within a Scanlon System perceive various features of it, and also presents empirical data on how specific demographic variables relate to these perceptions. Attitudinal and biographic data were obtained by means of a questionnaire survey administered at twenty -one plant sites of six Midwestern organizations, which were operating under some form of the Scanlon Plan. A cross-validation design was used to establish the follow- ing results: 1. Certain features of the plan are perceived positively, e. g. , its ability to improve a company' s efficiency. 2. Certain features of the plan are perceived negatively, e. g. , its intent, in that employees see the plan as a gimmick to get more out of the workers. Robert Keith Goodman 3. Employees consistently ordered these features positively and negatively. 4. Employees from the twenty -one plant sites differed in favorableness of perceptions toward the various features of the plan. 5. Employees operating under a system that is consistent with the intent of the plan are more favorably disposed than those employees operating under a system which is incon- sistent with the intent of the plan. 6. Employees at higher levels in the organizational structure are more favorably disposed to the plan than those at lower levels. 7. Employees with more than ten years' tenure are more favorably disposed to the plan than employees with less than ten years' tenure. 8. Males are more favorably disposed than females. 9. Employees with twelve years of education are less favorably disposed than those with more or less education. 10. Older employees are more favorably disposed to the plan than younger employees. \‘\These findings were related to previous research and sug- gestions for further research were offered. EMPLOYEE PERCEPTIONS OF THE SCANLON PLAN By Robert Keith Goodman A THESIS Submitted to Michigan State University in partial fulfillment of the requirements for the degree of MASTER OF ARTS Department of Psychology 1971 ACKNOWLEDGMENTS The following thesis is but a part of a larger research project jointly conceived and conducted by the Division of Organi- zational Research of Michigan State University and member organizations of the Midwest Scanlon Associates. Through the efforts of the people within the above organizations, data were made available from which the thesis was derived. I am doubly indebted to Drs. Jack Wakeley, Carl Frost, and Robert Ruh, who not only headed the research team, but also served on my committee and provided invaluable suggestions and guidance. A special thanks to my chairman, Dr. Jack Wakeley, who patiently and selectively encouraged, prodded, and directed me through the maze of research and writing until the thesis was complete. Finally, I wish to express my deep appreciation to my wife, Edith, and my son, Jonathan, for supplying those elements that make any endeavor easier: faith, encouragment, and love. ii TABLE OF CONTENTS LIST OF TABLES IN TRODUC TION An Organizational Goal: Cooperative Effort Non -Scanlon Approaches The Scanlon Approach Problem Definition ME THOD Respondent Sample . Instrument Data Coding . . Design of the Analysis of Data . Specific Questions and Procedure for Analysis RESULTS AND DISCUSSION . Employee Perceptions of Various Aspects of the Scanlon Plan . The Relationship of Demographic Variables to Perceptions of the Scanlon Plan SUMMARY AND CONCLUSIONS BIBLIOGRAPHY APPENDIX A. SCANLON PERCEPTION ITEMS AND INSTRUCTIONS TO SUBJECTS iii Page 14 15 16 17 25 25 29 54 63 65 APPENDIX Page B. RECODING OF THE SCANLON PERCEPTION SCALE AND THE CREATION OF A NEW VARIABLE: SPPI............ 69 C. DISTRIBUTIONS OF DEMOGRAPHIC VARIABLES...............72 D. FORMATION OF PRIMARY AND VALIDATION GROUPS................77 iv Table 10. 11. LIST OF TABLES Summary of t-tests on Individual Items . Means and Ranks of Items for the Primary and Validation Groups Primary Group: Summary of Analysis of Variance for the Relationship of Plant Site and SPPI Validation Group: Summary of Analysis of Variance for the Relationship of Plant Site and SPPI Primary Group: Plant Site Means and Probability of F Value for Each Item Validation Group: Plant Site Means and Probability of F Value for Each Item Primary Group: Summary of Analysis of Variance for the Relationship of Plan Type and SPPI Validation Group: Summary of Analysis of Variance for the Relationship of Plan Type and SPPI Primary and Validation Groups: Plan Type Means and Probability of F Value for Each Item Primary Group: Summary of Analysis of Variance for the Relationship of Hierarchical Level and SPPI Validation Group: Summary of Analysis of Variance for the Relationship of Hierarchical Level and SPPI Page 26 28 31 31 32 33 35 35 36 38 38 Table 12. 13. 14. 15. 16. 17. 18. 19. 20. 21. 22. 23. 24. Primary and Validation Groups: Hierarchical Level Means and Probability of F Value for Each Item . . . . . . . . Primary Group: Summary of Analysis of Variance for the Relationship of Tenure and SPPI Validation Group: Summary of Analysis of Variance for the Relationship of Tenure and SPPI Primary Group: Tenure Subgroup Means and Probability of F Value for Each Item . Validation Group: Tenure Subgroup Means and Probability of F Value for Each Item . Primary Group: Summary of Analysis of Variance for the Relationship of Sex and SPPI Validation Group: Summary of Analysis of Variance for the Relationship of Sex and SPPI Primary and Validation Groups: Sex Means and Probability of F Value for Each Item . Primary Group: Summary of Analysis of Variance for the Relationship of Education and SPPI Validation Group: Summary of Analysis of Variance for the Relationship of Education and SPPI Primary and Validation Groups: Education Subgroup Means and Probability of F Value for Each Item Primary Group: Summary of Analysis of Variance for the Relationship of Age and SPPI Validation Group: Summary of Analysis of Variance for the Relationship of Age and SPPI vi Page 39 40 40 42 43 45 45 46 48 48 49 51 51 Table 25. 26. C1. C2. C3. C4. C5. C6. C7. Primary and Validation Groups: Age Subgroup Means and Probability of F Value for Each Item . . . . . . . . . Summary of Results Number of Respondents Classified by Plant Site (Independent Plans) . Number of Respondents Classified by Plan Type . Number of Respondents Classified by Hierarchical Level . Number of Respondents Classified by Tenure Number of Respondents Classified by Sex. Number of Respondents Classified by Education Number of Respondents Classified by Age vii Page 52 55 73 74 74 75 75 76 76 IN TRODUC T ION An Organizational Goal: Cooperative Effort Organizations as defined by Etzioni (1966) ". . . are social units (or human groupings) constructed and reconstructed to seek specific goals. . . .” (p. 3). To a lesser or greater extent the achievement of these goals is determined by the coordination of effort within organizations, because it is only through the coordina - tion of effort that outcomes are made possible which the individual would be unable to achieve alone. For this reason, the investigation of how to best "coordinate efforts” within organizations has been and still is the focal point for a great deal of time and effort. A variety of plans, programs, strategies, and formulas have been generated from this effort; each attempted to solve the problem, or portions of the problem, and provided mechanisms to coordinate efforts. The purpose of the present study is to investigate one such approach, the Scanlon Plan. Specifically, the study reports empiri- cal information on how employees operating within such a system perceive it, and also assesses the degree to which employee characteristics are related to these perceptions. Non -Scanlon Approaches Other approaches to the coordination of effort within organizations such as ideal bureaucracy, scientific management, the scalar principle, principles of management, principal functions, and span of control (Pugh, 1966) have made tremendous contributions. Various combinations of these approaches have traditionally prOvided the solution to the organization problem of developing cooperative effort. As each of the above emerged they were slowly absorbed in whole or part by industry with the result that the "traditional" approaches, and the mechanisms which operationalize them, have become firmly ingrained in the fabric of organizational structure. The industrial subculture in the same manner as other cultures passed on to succeeding generations the knowledge and practices which were successful for them. Neophyte managers typically modelled their predecessors and used the traditional strategies of management in guiding the organization toward its intended purpose. Today the typical organization places primary emphasis on the structural aspects such as who reports to whom, who does what job, are the jobs designed properly in terms of efficiency and economy, and so on.(Schein, 1965). Secondary concern is given to the employee, and even then it is largely in the light of the above. The emphasis on structural development of organizations has by design or oversight created an implicit dualistic theory of man whereby one group, management, is the creative, directing force totally responsible for the burden of organizational performance while a second group, the mass of workers, is basiCally hands whose sole duties are to carry out the directives of management. The essence of this dualistic theory of man is captured in what McGregor refersto as Theory X (Schein, 1965): 1. Man is inherently lazy and therefore must be motivated by outside incentives. 2. Man' s natural goals run counter to those of the organiza- tion, hence man must be controlled by external forces to insure his working toward organizational goals. 3. Because of his irrational feelings, man is basically incapable of self discipline and self control. 4. But, all men are divided roughly into two groups--those who fit the assumptions outlined above and those Who are self-motivated, self -controlled, and less dominated by their feelings. This latter group must assume the manage- ment responsibilities for all others. (p. 48) Schein (1965) comments that the greatest danger for an organization operating under these assumptions is that they tend to be self - fulfilling. If people are expected to be indifferent, hostile, moti- vated only by ecOnomic incentives, then managerial strategies used to deal with them are very likely to train them to behave in pre- cisely this fashion. Schein' s emphasis does not deny the basics of organization su‘bh as: a system of rules and “regulations, a hierarchy of authority, planning, specialized functions, and so on. These basics permit the organization to fulfill its stated purpose. The point of contention arises when these mechanisms are used in dysfunctional ways. When they become central to the functioning of an organization and build erroneous assumptions about the nature of man, they may well detract from far more than they facilitate cooperative effort. The Scanlon Approach A very different approach to "coordination of effort" was formulated by Joseph Scanlon in the late thirties. The basis of his plan was a monistic theory of man which is in sharp contrast to the dualistic theory of man. He believed that if an organization was to achieve true efficiency, then everyone in the organization, from the top to the bottom, must be actively involved. (he believed that "all" men were basically responsible and, if given the proper circum- stances, could and would make important contributions to the ultimate goal of organizational efficiency. Through his plan he attempted to generate the proper circumstances by creating specific structural mechanisms which would release the untapped potential lying dormant within employees:> 3. 50) and indicate that the majority. of employees surveyed "agree" the Scanlon Plan has practical utility (122, 124) and also "agree" that the plan "encourages them to work hard" (121). 28 Table 2 Means and Ranks of Items for the Primary and Validation Groups Primary Group Validation Group Item Mean Rank Mean Rank 121 3.61 2 3.63 2 122 3.44 4 3.56 3 123 3. 36 5. 5 3. 42 6 124 3.77 1 3. 78 1 125 3.15 11 3.24 10. 5 126 ' 3. 47 3 3. 50 4 127 3.16 9. 5 3.28 8 128 129 3.12 12 3.16 12 130 3.16 9.5 3.24 10.5 131 132 2. 80 15 2. 88 13 133 2.81 14 2.83 15 134 3.25 8 3.26 9 135 3. 32 7 3. 36 7 136 137 2.84 13 2. 85 14 138 3.36 5. 5 3. 43 5 29 The second group of items, those which were statistically positive (means greater than 3.00, but less than 3. 50), reflects a ”lukewarm" endorsement of specific aspects of the plan. Included are such diverse areas as the value of committees (126, 127, 129, 130), the plan as anfinstrument which helps employees do their jobs better (134, 135) and increases knowledge about the company (123), the utility of the plan (138), and lastly the plan as a mechanism for improving trust and confidence in management (12 5). The _t_1r_1_1£d_ group of items which reflect mildly unfavorable attitudes (means less than 3. 00 but greater than 2. 75) implies that the employees see the intent of the plan as somewhat exploitative (133), not increasing learning about their jobs (137), and not allowing sufficient influence over decisions related to their jobs (132). Items 132 and 133 appear to be tapping two of the three components of the plan, ”participation"‘and "theory of man, ” and indicate that the plan as seen by the present population is operating at a less than ideal state. B. The Relationship of Demographic Variables to Perceptions of the Scanlon Plan Within the second part of the study the basis for analysis included both a mean estimate of overall "favorableness toward" or "satisfaction with" the Scanlon Plan: the SPPI, and individual items. 30 In reference to the former, identical alpha estimates of 0. 90 on the Primary and Validation Groups indicated a high degree of homo- geneity within the scale and supported the use of a single measure. In order to facilitate the interpretation of the data in this section, it is important to note the general format of data presenta- tion. First, the analysis of variance summary tables for the SPPI and demographic variable of interest will be presented. Following these will be the analysis of variance results for the individual items. Included in the latter table(s) will be all means (item and SPPI) relevant to the demographic variable of interest. 1. Do employees operating under independent plans differ in per- ceptions of the Scanlon Plan? Results. -- Tables 3 - 6 contain the information necessary to answer the above. Tables 3 and 4 indicate highly significant dif- ferences on the SPPI among sites for both the Primary and Valida- tion Groups. Tables 5 and 6 show similar results when the basis for the analysis was the individual items. All results were significant at less than the .0005 level. Discussion. --From the above, it is apparent that simply having the mechanisms (committee structures, ratio, and bonus distribution) isn' t sufficient to generate uniform responses from Table 3 Primary Group: Summary of Analysis of Variance for the Relationship of Plant Site and SPPI Source d_f MS I: Plant Site 20 4. 33 10. 27* Error 1301 . 42 Total 1321 *3 < . 0005 Table 4 Validation Group: Summary of Analysis of Variance for the Relationship of Plant Site and SPPI Source 2: MS E Plant Site 20 3. 98 8. 98* Error 1303 . 44 Total 1323 *2 < . 0005 32 @259 and no.” mm.” mod and mad mo.” mud cad ww.N «RN an.” and mm.» 3.6 «v6 um.” wmd and mm.” mvd Hmmm moco.v mm .m 3 .m an .m VN .m cad. cod mad cw.“ vcd vm .N mN.N Na .m an .N pm .m 2 .v on .m 3.." me.” ha .m cm .v 3..” an" moco.v co.» vw.N mod and and m~.n m>.N cc.»a mm.N om.N and Nbd mm.m wwé mad ové 2.5 med wné pa.» wag.” r: moco.v :..v mv.v mad mmé omé and. omé 31v and. 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There are apparently other factors operating within these individual systems which account for these vast differences in not only overall favorableness of perceptions toward the operations of the plan (SPPI), but also favorableness of perceptions about individual aspects (items). 2. Do employees operatinglnder a one -plan, one -process system differ in perceptions from those employees operating under a multiple -plan, one -process system ? Results. —- Tables 7 and 8 contain the summary data of the one -way analysis of variances run on the Primary and Validation Groups. Both tables reveal significantly different (p < . 0005) per- ceptions between the two groups on the SPPI. Similar findings were noted when the basis used for the one -way analysis of variances was the individual items. Table 9 presents the item and SPPI means as well as the resulting probability for each individual F for both the Primary and Validation Groups. Discussion. -- From the above analysis it can be concluded that the employees within the one -plan, one -process system are more favorably disposed to the Scanlon Plan than those employees within the multiple -plan, one -process system. 35 Table 7 Primary Group: Summary of Analysis of Variance for the Relationship of Plan Type and SPPI Source d_f MS _F_‘_ Plan Type 1 44. 91 100. 39* Error 1320 . 45 Total 132 1 *3 < . 0005 Table 8 Validation Group: Summary of Analysis of Variance for the Relationship of Plan Type and SPPI Source if MS _F_ Plan Type 1 30.14 63. 53* Error 1322 . 47 Total 1323 *£< .0005 36 Table 9 Primary and Validation Groups: Plan Type Means and Probability of F Value for Each Item Primary Group Validation Group Item Multi Single P of F Multi Single P of F Plan Plan Plan Plan 121 3.50 3.81 <.0005 3.57 3.74 .016 122 3.21 3.86 <.0005 3.36 3.92 <.0005 123 3.22 3.61 <.0005 3.29 3.66 <.0005 124 3.71 3.86 .013 3.74 3.85 .047 125 3.00 3.41 <.0005 3.07 3.52 <.0005 126 3.29 3.79 <.0005 3.37 3.71 <.0005 127 3.01 3.41 <.0005 3. 18 3.45 <.0005 128 4. 50 4. 70 <. 0005 4. 52 4. 72 <. 0005 129 2.99 3.36 <.0005 3.07 3.30 <.0005 130 2.96 3. 50 <. 0005 3. 11 3. 47 <. 0005 131 4.33 4.48 <.0005 4.34 4. 47 <.0005 132 2.68 3.01 <.0005 2.83 2.97 .032 133 2.64 3.11 <.0005 2.67 3. 11 <.0005 134 3.17 3.40 .001 3.17 3.40 .001 135 3.21 3.52 <.0005 3.30 3.48 .005 136 4. 49 4. 67 <. 0005 4.50 . 4. 68 <. 0005 137 2. 73 3. 03 <. 0005 2. 75 3.02 <. 0005 138 3.17 3.71 <.0005 3.26 3.71 <.0005 SPPI 3. 07 3. 45 <. 0005 3. 13 3. 45 <.0005 37 3. Do employees from different hierarchical levels differ in perceptions of the Scanlon Plan? Results. -- Tables 10- 12 contain the data pertaining to the above question. From Tables 10 and 11, which contain the summary data of the one —way analysis of variances for the Primary and Valida- tion Groups, it appears that there are significant differences (p < .0005) on the SPPI among managers, supervisors, and rank-and- file workers. Similar findings occurred when the three groups were compared on the individual items. Table 12 presents the correspond- ing probability of the resulting F statistic found for each item; also included in Table 12 are the item and SPPI means. Discussion. -- From Tables 10- 12 two conclusions can be drawn: first, there are significant differences among employees from different hierarchical levels; and second, there is a linear pattern in these differences, with managers responding more favor- ably than supervisors, who in turn respond more favorably than rank-and-file workers (see Table 12). 4. Do employees with different amounts of tenure differ in percep- tions of the Scanlon Plan? Results. --One -way analysis of variance on the Primary Group (Table 13) and Validation Group (Table 14) indicated that there are significant differences on the SPPI among the nine tenure groups tested. 38 Table 10 Primary Group: Summary of Analysis of Variance for the Relationship of Hierarchical Level and SPPI Source _d_{ E .1: H1erarchlcal 2 20. 27 47, 39* Level Error 1226 . 43 Total 1228 *£< . 0005 Table 11 Validation Group: Summary of Analysis of Variance for the Relationship of Hierarchical Level and SPPI Source 9}: _1YI_§_ .E H1erarch1cal 2 24. 42 54_ 44* Level Error 1237 . 45 Total 1239 *£< .0005 39 Table 12 Primary and Validation Groups: Hierarchical Level Means and Probability of F Value for Each Item Primary Group Validation Group Item Hierarchical Level Hierarchical Level P of F P of F 5 7 9 5 7 9 121 3.66 3.69 3.64 .937 3.64 3.72 3.65 .822 122 4.45 4.23 3.33 <.0005 4.66 4.49 3.41 <.0005 123 4.00 3.75 3.32 <.0005 3.91 3.83 3.38 <.0005 124 4.19 3.93 3.73 <.0005 4.03 3.92 3.76 .025 125 3.70 3.48 3.13 <.0005 3.52 3.64 3.21 <.0005 126 4.26 4.08 3.20 <.0005 4.29 4.30 3.36 <.0005 127 4. 14 3.70 3.09 <.0005 3.90 3.96 3. 19 <.0005 128 4.85 4.78 4. 56 <.0005 4.90 4.78 4.57 <.0005 129 3.47 3.40 3.10 <.0005 3.34 3.29 3.14 .050 130 3.82 3.76 3.08 <.0005 4.09 3.88 3. 14 <.0005 131 4.76 4.61 4. 35 <.0005 4.75 4.68 4.34 <.0005 132 3.33 3. 12 2.76 <.0005 3.41 3. 18 2.84 <.0005 133 3.74 3.18 2.75 <.0005 3.79 3.28 2.72 <.0005 134 3.68 3.29 3.23 .009 3.51 3.46 3.23 .026 135 3.94 3.41 3.30 <.0005 3.88 3.70 3.31 <.0005 136 4.76 4.69 4.55 <.0005 4.84 4. 68 4.54 <.0005 137 3.48 3.07 2.80 <.0005 3.52 3.27 2.77 <.0005 138 4.23 3. 92 3. 30 <.0005 4.05 4.01 3.34 <.0005 SPPI 3.82 3.56 3. 17 <.0005 3.81 3.67 3.18 <.0005 40 Table 13 Primary Group: Summary of Analysis of Variance for the Relationship of Tenure and SPPI Source d_f; MS E Tenure 8 2. 81 6.18* Error 1256 . 46 Total 12 64 *p < . 0005 Table 14 Validation Group: Summary of Analysis of Variance for the Relationship of Tenure and SPPI Source _d_f MS E Tenure 8 2.27 4.77* Error 1266 . 48 Total 1274 *2} .0005 41 Tables 15 and 16, which present the summary data for the individual items, indicate that differences in overall perceptions (SPPI) among the tenure groups are item specific. That is, sig- nificant differences (p < . 05) were found, for both the Primary and Validation Groups, on items 122, 123, 124, 125, 127, 131, 133, 134, 135, 137, and 138, whereas reproducable significant differences were not found on items 121, 126, 128, 129, 130, 132, and 136. Discussion. -— The above results indicate there are dif- ferences among the nine tenure subgroups when an overall perceptual estimate is used: but it appears that when the overall estimate is reduced to its component parts, then differences appear to be content- oriented. For example, in regard to such areas as working hard (121), committees (126, 128, 129, 130), participation (132), and who benefits from the plan (136), the tenure groups as a whole do not really differ in perceptions. On the remaining twelve items which tap such areas as the utility of the plan (122, 123, 124, 125, 127, 134, 135, 137, and 138), the intent of the plan (133), and the desire to serve on a committee (131), there are differential perceptions among the tenure groups. More important than "differences" is the pattern of responses of the various subgroups. By referring to Tables 15 and 16 it is apparent that the differences found across all subgroups are largely 42 »ooo.v Nb.» o».» »».» iu .» ifi.» »N.» 5.» ma.» »H.» HAHnHm mooo.v »g i am.» mi.» mm.» »».» m».» im.» N».» p».» m»H »oo. b».» ca.» Hm.» mm.» 2..» mm.» mm.» mp.» rm.» r2 »oo . up i »m i am i N» i ii i a» i mm i in i mm i mm; »oo. om.» ii.» mm.» 5.» on.» mm.» mm.» N».» 3..» m»H »»o. :..» H».» »i.» Hm.» »N.» Hm.» om.» »N.» »H.» we »oo. o».» mm.» »».N mm.» mm.» mm.» mm.» or.» mm.» »»H own. mo.» mp.» mm.» mm.» mm.» film.» mm.» or.» mp.» N2 »oo . 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Emu; zoom no.“ 633w .m mo bfiwnmnoum was 9.562 msonmnsm opsqoB mH 2nt "macaw :onpfigw 44 due to differences between those employees with less than 150 months' tenure and those with more than 150 months' tenure. It appears there is little difference among those groups with less than 150 months' (approximately ten years) tenure; but then there appears a sharp increase in favorableness toward specific aspects of the plan. It is also interesting to note that those employees with the most tenure (over twenty years) appear to be most favorably disposed. 5. Do males and females differ in perceptions of the Scanlon Plan? Results. -- The differences between males and females were explored first on the SPPI with one away analysis of variance. Tables 17 and 18 present the respective summaries for the Primary and Validation Groups; both indicate significantly different (p < . 0005) responses for males and females. Table 19 presents the summary data for the analysis of variance on individual items and indicates that differential percep- tions on the SPPI are due to specific items. Statistically significant (p < .05) differences were found on items 122, 123, 124, 126, 127, 131, and 138 for both the Primary and Validation Groups, while reproducible significant differences were not found on the remaining ten items. 45 Table 17 Primary Group: Summary of Analysis of Variance for the Relationship of Sex and SPPI Source d_f MS E Sex 1 11.90 25.27* Error 1318 . 47 Total 1319 *£< . 0005 Table 18 Validation Group: Summary of Analysis of Variance for the Relationship of Sex and SPPI Source 11: MS E Sex 1 7. 58 15. 43* Error 1321 .49 Total 1322 *3 < . 0005 46 Table 1 9 Primary and Validation Groups: Sex Means and Probability of F Value for Each Item Primary Group Validation Group Item _ Male Female P of F Male Female P of F 121 3.61 3.61 .894 3.59 3.68 .161 122 3.54 3.34 .009 3.70 3.41 <.0005 123 3.48 3.24 <.0005 3.49 3.35 .036 124 3.96 3.57 <.0005 3.89 3.64 <.0005 125 3.20 3.10 .110 3.23 3.25 .786 126 3.59 3.34 .001 3.62 3.35 <.0005 127 3. 32 2. 98 <. 0005 3. 44 3. 10 <. 0005 128 4.60 4.55 . 120 4.61 4.58 .264 129 3.18 3.06 .019 3.15 3.16 .874 130 3.29 3.02 <.0005 3.30 3. 17 .064 131 4. 51 4. 26 <.0005 4. 51 4.26 <.0005 132 2.92 2.68 <.0005 2.95 2.81 .026 133 2.81 2.81 .901 2.87 2.79 .221 134 3.31 3.19 .063 3.27 3.24 .703 135 3.39 3.26 .040 3.39 3.33 .387 136 4.55 4.56 .770 4.57 4. 55 .386 137 2.90 2.78 .066 2.91 2.77 .022 138 3.54 3. 19 <.0005 3.55 3.29 <.0005 SPPI 3. 30 3.11 <. 0005 3. 32 3. 17 <. 0005 47 Discussion. -- From the above results it is apparent that males perceive the plan more favorably than females when an overall measure is used. At first glance, this overall difference appears to be the results of specific items, but a closer look at the individual means (Table 19) reveals that sex differences, for both the Primary and Validation Groups, occur on every item with the sole exception of item 121.. Although differences between the means for males and females are not significant for all items, the pattern of differences is consistent with males responding more favorably than females. 6. Do employees with different educational bac‘kgrounds differ in perceptions of the Scanlon Plan? Results. --Tables 20 and 21 present the summaries of the one -way analysis of variances for the Primary and Validation Groups. Both analyses indicate that there are significant differences (p < .01) on the SPPI among the four educational groups. Table 22, which contains the summary data for the analysis on the individual items, indicates that differences on the SPPI are largely due to specific items (125, 126, 128, 130, 131, 133, 137). Analyses on these items indicated significant differences (p < .05) for both the Primary and Validation Groups. Reproducible signifi- cant differences among the four groups were not found on the remain- ing eleven items. 48 Table 20 Primary Group: Summary of Analysis of Variance for the Relationship of Education and SPPI Source d_f MS _I_i‘_ Education 3 1. 93 4. 02* Error 1257 . 48 Total 1260 *p = .007 Table 21 Validation Group: Summary of Analysis of Variance for the Relationship of Education and SPPI Source d_f MS _F_ Education 3 2. 23 4. 46* Error 1256 . 50 Total 1259 * = . 004 49 ioo. m».» pa.» m».» »».» poo. m».» »H.» m».» m».» Hmmm »oo. mm.» »».» p».» mm.» i»H. »i.» p».» mi.» m».» mmfi ofio. »m.» »p.» mm.» mm.» moo. mp.» »p.» »m.» mo.» pm» »po. mm.i »m.i om.i mm.i mmo. im.i im.i »m.i mm.i m»H mp». H».» m».» ii.» ii.» pp». i».» m».» m».» ii.» m»H mm». o».» »».» m».» »».» opH. ma.» o».» m».» »».» imfi mooo.v pH.» mm.» im.» om.» moo. mo.» »p.» mp.» »m.» »»H mp». »m.» pm.» im.» mp.» m»». »m.» ip.» pm.» ip.» »»H mooo.v pm.i Hi.i »».i »».i mooo.v mm.i m».i i».i m».i Hma »oo. mm.» mm.» m».» i».» mooo.v mi.» io.» »».» »».» oma iHo. m».» mo.» pH.» »».» HpH. iH.» po.» H».» »H.» m»H mooo.v .Hp.i »m.i mm.i »m.i mooo.v »p.i »m.i mm.i mm.i m»H mm». m».» »».» p».» Hi.» Hio. m».» po.» p».» mo.» p»H mooo.v om.» m».» mi.» »m.» mooo.v mp.» m».» »m.» m».» m»~ »oo. oH.» mH.» m».» Hi.» »Ho. mm.» »o.» »».» i».» m»H »io. pm.» mp.» om.» mm.» opH. Hp.» »p.» mm.» mm.» i»H moo. i».» m».» mi.» pm.» pmo. oi.» m».» p».» mm.» »»a mooo.v »m.» oi.» mm.» mp.» .moH. mm.» p».» oi.» Hm.» »»H »mo. pi.» »m.» pm.» mp.» mooo.v m».» pm.» mp.» mm.» H»H im »a 0H m im »a om m ammo.m .mmo.m Amumowv zofimospm Amuwmmc cofimospm 53H macaw coflmpfimxr Q5050 magnum »» 3nt 88A Scam so.“ 0355 .m mo bflfimnoum paw 5.:me asoumnzm cofimoapm "masopU nofimpfim> mam anagram 50 Discussion. -- From the above it is apparent that employees with different educational backgrounds do differin perceptions of the Scanlon Plan, but the exact nature of these differences is not as clear as previous demographic variables investigated. According to the means of items 125, 126, 128, 130, 133, 137, and the SPPI (see Table 22), there is an apparent curvilinear relationship, with those employees who have twelve years of education generally responding more unfavorably than the other three groups. Basically, the other three groups responded similarly. The only other item which indicated significant differences among the four groups deviated from the above pattern. This was item 131, which taps the desire or interest to be a member of a committee. A linear relationship was found in that the more educa- tion, the greater the possibility of a "yes" response. 7. Do employees of different age groups differ in perceptions of the Scanlon Plan? ‘ Results. --Data from Tables 23 and 24 reveal that there are significantly different (p < .0005) responses on the SPPI among the six age groups. Table 25, which represents the results of one -way analysis of variances on each of the items, indicates that the. differences in overall perceptions are a function of specific items. Items on which 51 Table 23 Primary Group: Summary of Analysis of Variance for the Relationship of Age and SPPI Source d_f MS I: Age 5 3. 58 7. 87* Error 1234 . 46 Total 1239 *_p_ < . 0005 Table 24 Validation Group: Summary of Analysis of Variance for the Relationship of Age and SPPI Source _c_l_f_ MS 5 Age 5 3. 09 6. 51* Error 1256 . 48 Total 1261 *_p_ < . 0005 52 mooo.v i.» m».» i».» 3.» o».» po.» mooo.v mi.» »».» m».» p».» 3.» mo.» Hmmm m»o. »m.» mi.» mm.» p».» »i.» o».» »oo. op.» p».» m».» »m.» m».» mm.» mm: »oo. oo.» »o.» »o.» op.» Hp.» op.» mmo. 2.» mm.» mm.» im.» »p.» mp.» pma Hmo. »m.i »m.i mm.i mm.i im.i »m.i mHo. pm.i mm.i mm.i pm .i mi .i mm.i mmn »mH. mm.» mi.» m».» i».» »».» i».» »mo. mm.» »».» m».» p».» o».» i».» mmfi o»». m».» »».» »».» »».» o».» 3.» i3. om.» m».» ma.» m».» m».» i.» ima mooo.v mo.» mo.» mm.» »m.» »p.» »p.» Hoo. mo.» »m.» »o.» ip.» mm.» »m.» »»H m»m. 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Hm.» ii.» »m.» Hm.» pm.» m».» pmo. om.» m».» om.» Hp.» »».» »i.» m2 mooo.v pm.» »i.» m».» io.» mo.» »».» mooo.v mm.» o».» o».» mo.» mm.» 3.» mmfi mooo.v mm.» mm.» mm.» mm.» pm.» mm.» mooo.v mm.i Hm.» pm.» »m.» om.» m».» i»H mooo.v mp.» »m.» pm.» m».» p».» mo.» mooo.v mm.» »i.» »m.» oi.» mo.» 3.» »»H mooo.v pm.» pm.» »m.» i.» »».» mm.» mooo.v »Hi mm.» mm.» mi.» 3.» pm.» »»a »oo. mm.» mm.» mm.» Hm.» mm.» om.» , mpo. mm.» pm.» »m.» »m.» Hm.» mm.» Hg mm pi m» o» i» ma mm pi m» o» i» mH boom boom mQSOLO mm< mmaoaU om< Emu: @5020 20383.? > 350.50 mudgum Emu: zoom no.“ mgw> .m mo 523820an mam mamo2Q50hmnsm mm< 8.98.20 nomampflmxw mam hpmgpm m » 3nt 53 there were significantly different responses (p < .05), for both the Primary and Validation Groups, are 122, 123, 124, 125, 126, 130, 131, 137, and 138. Reproducible significant differences were not found on the remaining eight items. Discussion. -- From the above results on the SPPI and items 122, 123, 124, 125, 126, 130, 137, and 138, it appears that older employees respond more favorably than younger employees. A comparison of the means on Table 25 clearly evidences this linear trend. The sole exception to this linear pattern of responses across age groups is item 131, which assesses the predisposition of employees to become committee members. On this item there appears to be a‘ curvilinear relationship whereby older (54-68) and younger (18-21) employees indicate less of a tendency to want to be committee representatives than those employees from the 22 -53 age bracket. SUMMARY AND CONCLUSIONS Table 26 presents a capsule summary of the major questions asked and the conclusions reached in the present study of the Scanlon Plan. Although the conclusions are limited to the organizations surveyed, they may well have validity in other Scanlon systems. The answer to the three specific questions of Part A imply that the Scanlon Plan, as perceived by the employees working under it, is a real multidimensional factor within the organizations surveyed. Employees are not neutral about the plan. They con- sistently perceive some aspects positively and others negatively. They make consistent judgments about which aspects work well and which work poorly. For the total scale, twelve aspects were per- ceived positively and only three negatively. Thus it appears that, overall, employees are favorably disposed to the plan. They appear to be very favorable toward the plan as an alternative to a "union" system, and as a system for improving the financial positions of the companies. Employees are mildly favorable toward the plan as a vehicle for increasing knowledge about the company, increasing 54 55 Table 2 6 Summary of Results How do employees perceive various aspects of the Scanlon Plan? 1. Are specific aspects perceived positively? . . . . . Yes 2. Are specific aspects perceived negatively? . . . . . Yes 3. Are these aspects consistently ordered? . . . . . . Yes Are demographic variables related to these perceptions? 1. Do employees operating under independent plans differ in perceptions of the Scanlon Plan? . . . . . . Yes 2. When the plans are classified as consistent or inconsistent with the "intent" of the plan, are there differential perceptions? . . . . . . . . . . . Yes 3. Is hierarchical level related to perceptions of theplan?.....................Yes 4. Is tenure related to perceptions of the plan? . . . . . Yes* 5. Are there male -female differences in perceptions ofthe plan?. . . . . . . . . . . . . . . . . . . . Yes 6. Is education related to perceptions of the plan? . . . Yes* 7. Is age related to perceptions of the plan? . . . . . . Yes* *Relationships are weaker or less evident. 56 trust in management, increasing organizational efficiency, incorporating employee suggestions, and helping employees do their jobs better. Employees are slightly negative about the extent to which the plan allows them to really influence decisions which affect their jobs, provides them with an opportunity to learn more about their jobs, and is used by management as a way to "get more out of the workers. " These findings indicate that the plan does have practical utility as an organizational system and that the mechanics of the plan (e.g. , suggestions and committees) are functioning fairly well. However, the underlying intent of the plan, at least as the employees see it, appears to be a gimmick for increasing efficiency rather than a system which releases the potential of the employees. This latter statement is further evidenced by the fact that the employees do not see themselves as really participating within the system. Overall, the data indicate that the plan is working, but at a less than ideal state. Part B of the study clearly evidenced the fact that employees' perceptions are related to demographic variables; specifically the study has shown that: 1. Employees operating under independent plans differ in perceptions. 57 2. Employees operating under a system that is consistent with the intent of the plan are more favorably disposed than those employees operating under a system which is inconsistent with the intent of the plan. 3. Employees at higher levels in the organizational structure are more favorably disposed to the plan than those at lower levels. 4. Employees with more than ten years' tenure are more favorably disposed to the plan than employees with less than ten years' . 5. Males are more favorably disposed than females. 6. Employees who have twelve years of education are less favorably disposed than those employees with more or less education. 7. Older employees are more favorably disposed to the plan than younger employees. The data obtained on independent plans indicate that simply having the mechanisms of the plan does not ensure similar or favorable responses from the employees. Obviously there are other factors operating within these sites which account for these differ- ences in perceptions. One explanation for the different responses would be to attribute them to the different contextual variables which impinge on any given site, e. g. different production problems, markets, and processes. But it is equally, if not more, likely that these differences in perceptions reflect very different management strategies being used within the various sites. 58 If it is true, as McGregor implies, that employee behavior is a result of managerial strategies, then it is only a short step to inferring the same with attitudes. Within the present study, evidence for the impact of different strategies on attitudes was noted from the results of the analysis which compared the one ~plan, one -process group of sites with the multiple-plan, one -process group of sites. It was found that employees within the former group, whose systems were in concert with the intent of the plan, were far more favorably disposed to the plan than those employees within the latter system. The fact that there are two systems suggests different strategies in implementing the plan which implies differences in the understanding by manage- ment of what the plan is. If the implementation of the plan can be considered representative of management's concept of the plan, then in all probability there are also differences in the implementation and application of other more central tenets of the plan--specifically, participation and the operationalization of the theory of man. Unfortunately, with the present data the issue cannot be resolved, but the above does indicate where future research may be most productive, and that is to investigate the various strategies being used within the sites surveyed. 59 In regard to the last five findings (3-7), it is interesting to note that the same demographic variables appear to hold similar relationships when other attitudinal measures are used with non- Scanlon employees. For example, Porter 3211. (1965) concluded from a literature review on hierarchical level that the evidence shows that perceived job and need satisfaction increase not only from rank and file positions to management positions but also from lower management positions to middle- and upper-level management. This is precisely the relationship found in the present study. In regard to tenure, job satisfaction literature indicates somewhat similar relationships. Specifically, Hull £11.: (1942) found that job satisfaction rises to a peak before the end of the first year, hits a low between the fifth and eighth years, and rises steadily until the twentieth year. Although this exact relationship was not found in the present study, the trend of steadily rising attitudes for those employees with more than ten years' tenure seems to indicate some similarities to Hull' s findings. In the present study males respond more favorably than females. Again similar findings have been recorded in other studies and imply that male-female differences in perceptual measures appear to be a function of the work itself. Bass (1962) states that studies suggest that women at all age levels are more interaction- oriented while men are more task -oriented. As a whole, women 60 prefer to work in groups, to converse, to have social opportunities; . . they also put a premium on cleanliness and pleasant sur- roundings. (p. 422) Since the majority of employees surveyed were working in "older factories” on "line jobs" where social interaction would be minimized, the results of the present study appear very much in concert with Bass' 8 observations. Literature in regard to education implies that controlling on job and wage levels, the more education an employee had the less satisfied he was with his pay and promotional opportunities (Singh 335$ , 1966). Hinrichs (1966) found similarresults in a studywhich investigated the perceptions of salary increments. Specifically, he noted that college educated employees have significantly higher expectations and are less satisfied with similar salary increases than non -college graduates. Although the curvilinear relationship found in the present study appears to contradict the above, the results could be compatible with the existing literature since the previous studies controlled on job level, whereas job level was not controlled in the present study. Literature in regard to age implies that overall satisfaction of employees appears lowest among younger workers (20—29) and climbs thereafter (Berge, 1947). In general, a similar trend was observed in the present study. 61 The similarities of the correlative relationships found in the present study and previous research seem to imply that Scanlon employees respond in a similar manner to employees in non -Scanlon companies. It appears that specific demographic variables (age, education, sex, tenure, and job level) are inherently related to organizationally related attitude measures. But what the above does not tell us is whether the relationships have the same strength with Scanlon and non -Scanlon employees. Theoretically, one expectation would be that the plan would ameliorate, if not eliminate, the dif - ferences between various levels of the demographic variables. For example, if the plan is functioning at an ideal state, then hierarchical differences would be greatly reduced. The basis for this argument stems from the intent of the plan to redefine the roles of all the members of the organization by redistributing responsibility and decision -making more equitably at lower levels, thereby creating an overall sense of partnership among the participants. The dif- ferential perceptions between managers and workers might indicate that traditional dualistic roles are still prevalent. The above explanation asks the basic question of whether the organizations surveyed really "have" the Scanlon Plan. It is clear that they have the "mechanisms": the committees, the ratio, and bonus distribution. Further, the results of this study show 62 acknowledgment of the mechanisms and favorable attitudes toward them, and acknowledgment of the practical utility of the plan; but the results also indicate that the intent is not being fulfilled. To derive a clear answer to the question requires the establishment of whether they have the other essential ingredient of the plan: the theory of man. It is the operationalization of this fundamental element of the plan which determines whether a given organization "has" the plan. Future research would be most fruitful if focused on those behaviors or managerial strategies within organizations which are more or less consistent with the basic tenets of the plan. In order to pursue the above necessitates the removal of the essence of the plan (the theory of man) from the realm of the philosopher to the domain 0f the behavioral scientist. What is needed is a model which differentiates between this component as concept and the application of- this component. Because the concept as applied is 291 an approach, a philosophy, or even a theory. Rather, it is a set of behaviors (or strategy) which reflect(s) a given approach, philosophy, or theory. Until adequate, objectives measures are derived of these behaviors (or strategies), we simply are left to guess at which organizations really "have" the Scanlon Plan. BIBLIOGRAPHY BIBLIOGRAPHY Bass, B. M. , and Dunteman, G. Behaviors in groups as a function of self -, interaction, and task orientation. Journal of Abnormal and Social Psycholog, 1963, g, 419-428. Benge, E. J ., and Copell, D. F. Employee morale survey. Modern Management, 1947, 1, 19-22. Chamberlain, J. Everyman a capitalist. Life, 1946, December 23, 93 -94. Davenport, R. W. Enterprise for everyman. Fortune, 1950, g, 55. Doud, E. M. The Scanlon Plan. Management Record, 1955, K, 236-239. Etzioni, A. Modern Organizations. Englewood Cliffs: Prentice- Hall, 1964. Guilford, J. P. Fundamental Statistics in Psycholcgy and Education. New York: McGraw -Hill, 1965. I Hinrichs, J. R. Correlates of employee evaluations of pay increases. Journal of Applied Psychology, 1969, 53, 481-489. Hull, R. L., and Kolstad, A. Morale on the job. In G. Watson, Civilian Morale. New York: Reynal and Hitchcock, 1942, 362 -364. Katz, D. , and Kahn, R. L. The Social Psychology of Organization. New York: Wiley, 1966, 380-388. Lesieur, F. G. The Scanlon Plan. Cambridge: MIT Press, 1958. 63 64 Lesieur, F. G.‘, and Puckett, E. S. The Scanlon Plan-~past, present and future. Industrial Relations Research Asso- ciation Proceedings, 1968, December, 71-80. Martucci, N. L. A. Productivity and incentive pay. Management Record, ‘1957, _1_9_, 346 -349. McGregor, D. The Scanlon Plan through a psychologist' 8 eyes. In F. Lesieur, The Scanlon Plan. Cambridge: MIT Press, 1958, 89-99. Porter, L. W., and Lawler, E. E. Properties of organization structure in relation to job attitudes and job behavior. Psychological Bulletin, 1965, _6_4, 23-51. Pugh, D. S. Modern organization theory: a psychological and sociological study. Psycholgical Bulletin, 1966, _6_§, 235-251. ' Ruh, R. The Scanlon Plan. Unpublished manuscript: Michigan State University, 1970. Scanlon, J. N. Profit-sharing under collective bargaining: three case studies. Industrial Labor Relations Review, 1948, 2, 58-7 5. Schein, E. H. Organizational Psychology. Englewood Cliffs: Prentice-Hall, 1965. Schultz, G. P. Worker participation on production problems, a discussion of the Scanlon Plan. Personnel, 1951, 38, 20 1 -2 1 1 . Singh, T. N. , and Baumgartel, H. Background factors in airline mechanics' work motivation. Journal of Applied Psycholog_y_, 1966, _5_(_)_, 357-359. Torbert, F. Making incentives work. Harvard Business Review, 1959, 21, 81-92. Weinimont, P. F. Intrinsic and extrinsic factors in job satisfaction. Journal of Applied Psychology, 1966, 5—0, 41-50. Whyte, W. F. Money and Motivation: An Analysis of Incentives in Industry. New York: Harper, 1955. APPE NDICE S APPENDIX A SCANLON PERCEPTION ITEMS AND INSTRUCTIONS TO SUBJECTS The questions on the following pages deal with many different aspects of you and your job. The questions are asked in different ways so you should read each one carefully. While reading through the questions, please remember that there are no right or wrong answers. For each question or statement, you should choose the answer which best describes your opinion or your judgment on the subject. The best answer is your own opinion or judgment. 65 121. 122. 123. 124. 125. 126. 127. 128. 66 The Scanlon Plan encourages me to work hard. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly Workers would be just as well off here if we had a union and not the Scanlon Plan. 1 2 3 4 5 I disagree I disagree I'm I agree I agree strongly somewhat undecided somewhat strongly The Scanlon Plan helps me learn more about the whole company. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly The Scanlon Plan has helped this company' 3 financial position. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly The Scanlon Plan increases my trust and confidence in manage- ment. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly It's not really worth the trouble to offer suggestions to the production and screening committees. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly How much is it worth your effort to think up and offer suggestions to the screening committees? 1 2 3 4 5 very much much some little very little How do you decide who to vote for when the representatives to the production and screening committees are elected? I. I vote for the man who can best "stand upto" the management. 2. I vote for the man who will do the best job of improving company efficiency. 3. Ivote for whomever-wants the job. 4. I don' t give much thought to whom I vote for. 5 I vote for whomever has not yet had the job. 129. 130. 131. 132. 133. 134. 135. 136. 67 How effective are the Scanlon Plan production and screening committees in improving company efficiency? 1 2 3 4 5 not at all not very somewhat quite very effective effective effective effective effective How often are the people in your work group given the real reasons why their suggestions were not acted on? 1 2 3 4 5 always often occasionally seldom never Would you like to be a representative to a production commit- tee? Yes 4 No 5 How much does the Scanlon Plan provide you with an oppor- tunity to really influence decisions which affect your job? 1 2 3 4 5 ' very much much some little very little The Scanlon Plan is basically a way for management to "get more out of the workers. " 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly The Scanlon Plan helps me to do my job better. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly The Scanlon Plan helps my work group to do a better job. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly Genera-11y, who benefits the most from the Scanlon Plan, management or the workers? 1 2 3 4 management the workers both benefit neither about equally benefits very much 68 137. The Scanlon Plan helps me learn more about my job. 1 2 3 4 5 I disagree I disagree I'm I agree I agree strongly somewhat undecided somewhat strongly 138. The Scanlon Plan is a nice idea but it really doesn' t accomplish much of anything. 1 2 3 4 5 I disagree I disagree I' m I agree I agree strongly somewhat undecided somewhat strongly APPENDIX B RECODING OF THE SCANLON PERCEPTION SCALE AND THE CREATION OF A NEW VARIABLE: SPPI 1 . Reflecting items Within the Scanlon Perception Scale, items 122, 126, 127, 130, 132, 133, and 138 were reflected so that the most favorable response received a score of "5" and the least favorable a score of "1. " Item 131 was reflected such that a "YES" response received a score of "5" and a "NO" response a score of "4. ” 2 . Dichotomizing items Items 128 and 136 were dichotomized. For item 128, the response "I vote for the man who will do the best job of improving company efficiency" was coded "5" whereas any other response received a value of "4. " Item 136 was dichotomized in a similar fashion with the response "both benefit about equally" being coded "5" and any other response ”4. " 69 7O 3. Creating a new variable: SPPI Finally, based on the assumption that the Scale was homogeneous, a composite measure was created which was an overall measure of favorableness toward, or satisfaction with, the plan. Since the items were of comparable directionality, a simple sum appeared to be an ideal measure; but due to the nature of the data, a simple summation of items was inappropriate for the following reasons: unequal item variances and missing data. In reference to the former, it is essential to note that when items are summed they are weighted according to their standard deviations, which, in this case, would have meant that the dichoto- mous items (12 8, 131, and 136) would have contributed proportion- ally less than the Likert—type items. Since the goal was to generate an overall estimate, then it was important to have each item con- tribute as equally as possible in the determination of the overall measure. The solution to the problem was to respectively transform the values of the dichotomized items from "5" and "4" to "4" and "2. " This in part solved the variance problem, and also yielded a response range that bracketed the "neutral" response of "3, " similar to the Likert items. It is important to note that the above transformation applied only to the creation of the overall estimate. 71 The second reason for not using a simple sum was missing data, which, in this case, would have resulted in those respondents with missing data receiving a total score not representative of their overall attitude toward the plan. Therefore the estimate utilized was a form of mean estimate which was simply the sum of those items answered divided by the number of questions answered. This estimate was called the Scanlon Plan Perception Index and denoted SPPI. APPENDIX C DISTRIBUTIONS OF DEMOGRAPHIC VARIABLES The following distributions represent the data as used in the present study. Included in the tables are: the code assigned to each subgroup, an interpretation of each code (where appropriate), the number of respondents, on the SPPI, in each subgroup for both the Primary and .Validation Groups (these groups are defined in the Design section), and the number of respondents who were omitted. The ”N" for all tables represents the number of respondents on which a SPPI estimate was obtained. This value is an upper bound of the number of respondents to the individual items. 72 73 Table C 1 Plant Site (Independent Plans) Primary Validation Code Group Group N N 1 75 77 2 12 12 3 121 120 4 5O 46 5 134 135 6 11 13 7 76 76 8 83 82 9 88 88 10 84 89 11 3O 32 12 121 123 13 54 54 14 10 11 15 46 44 16 8 8 17 5 5 18 176 172 19 69 68 20 49 50 21 20 19 Omits 57 51 74 Table C2 Plan Type Primary Validation Code Interpretation Group Group N N 1 multiple -plan, one -process* 843 807 2 one -plan, one ~process** 47 9 463 omits 58 105 *sites 1 - 8 **sites 9 - 2 1 Table C3 Job Level Primary Validation Code Interpretation Group Group N N 5 managerial 72 77 7 supervisory 106 1 15 9 rank and file 105 l 1048 omits l5 1 135 75 Table C4 Tenure Primary Validation Code Interpretation Group Group N N 2 1 through 3 months 123 137 8 4 through 13 months 180 183 18 14 through 25 months 142 142 36 26 through 48 months 246 222 60 49 through 73 months 135 127 96 74 through 121 months 174 199 150 122 through 181 months 104 97 2 10 182 through 241 months 90 100 300 more than 241 months 71 68 omits 115 100 Table C5 Sex Primary Validation Code Interpretation Group Group N N 1 male 661 694 2 female 659 629 omits 60 52 76 Table C6 Years of Education Primary Validation Code Interpretation Group Group N N 8 eighth grade or less 153 184 10 some high school 315 294 12 high school graduate 553 561 14 some college 240 221 omits 119 115 Table C7 Age Primary Validation Code Interpretation Group Group N N 19 ages 18 through 21 190 173 24 ages 22 through 26 213 218 30 ages 27 through 33 242 254 38 ages 34 through 42 210 222 47 ages 43 through 53 239 231 59 ages 54 through 68 146 164 omits 140 113 APPENDIX D FORMATION OF PRIMARY AND VALIDATION GROUPS From the total sample of respondents two subgroups were formed and denoted as the Primary Group and Validation Group. The determining factor in the assignment of subjects to groups was the last digit of the respondent' s identification number. Those respondents whose identification numbers ended in 0, 2, 4, 6, or 8 were assigned to the Primary Group (N = 1380) while the remaining respondents, with identification numbers ending in 1, 3, 5, 7, or 9 were assigned to the Validation Group (N = 1375). 77 NOV 12 1971 HICHIGQN STQTE UNIV. LIBRRRIES Ill! 1 312931017 2010