ABSTRACT REDISTRIBUTING INCOME THROUGH TECHNOLOGICAL CHANGE IN AGRICULTURE: IMPLICATIONS FOR SRI LANKA'S PADDY SUBSECTOR BY S. Nicholas Samuel This study sought to identify policies to increase paddy output in ways contributary to both growth and equity objectives of Sri Lanka‘s Five Year Plan. Technological and institutional variables were examined as to interacting effects for increasing paddy productivity among small farmers and significantly expanding rural employment oppor- tunities. Agricultural technology constituted a link between growth and income distribution. Modern technology which is the chief source of agricultural growth is not neutral with respect to either personal or functional income distribu- tion; it implicitly influences both. Hence explicit cognizance of equity factors in formulating policies to foster growth reduces the need to rely upon fiscal and welfare policies for income redistribution. A conceptual framework was developed to explain the interaction of the primary variables of technology and institutions upon output and the resultant income 8. Nicholas Samuel distribution. iResource endowments were shown to influence the interaction of technology with institutions but only to the extent that the political process chooses to dis- cover shadow price signals, and once discovered, chooses to be guided by them. If equity considerations are to be explicitly incorporated into policies aimed at increaSing growth, such policies need to acquire a focus by being directed at preidentified groups. The program objectives were defined as increasing the productivity of paddy holdings below 4 acres in size, and effectuating institutional modifications that will concurrentlyincrease employment opportunities. A regression of five technical and five institu- tional variables on interdistrict paddy yields revealed that for policy purposes the seed-fertilizer package was (as expected) highly significant for yields. Other variables that were significant were row transplanting, rotary weeding and handweeding, the risk factor in pro- duction, and farm size. Chemical weeding and the renting of holdings had a positive and important though sta— tistically insignificant effect on yields. The statis- tical analysis indicated that tractOr use and production credit were not important for explaining differences in inter-district paddy productivity. An R"2 of .76 indi- cated that 24 percent of paddy yield was not explained by the included variables. S. Nicholas Samuels The variables were then assessed as to applica- bility to small farms (size neutrality) and capacity for generating employment. The relation between farm size and output indicated more sc0pe for double cropping among small farmers than is generally supposed. Tractorization, found not significant for yields, was antagonistic to equity. But there were a need to ensure technical flexi- bility in the use of tractors. Despite scale neutrality in the physical seed-fertilizer package, a positive rela- tionship exists between farm size and adOption, mainly attributed to small farmer lags in adoption. Since techni- cal information flowed unevenly through the farm size structure, small farmers postpone innovation until per- ceived risks are reduced through adequate information from the demonstrations of early adoptors, the development of informal local channels, and formal extension contact. Hence time (adoption lags) was a proxy variable for information costs to the farmer. Possible factors inhibiting small farmer access to technical information were: indivisibility in the time needed to learn how to use new inputs, extension biases against small farmers, and non-peer group control over some multipurpose c00peratives. Input costs were higher for small farmers due to high fixed costs in input acquisition. S. Nicholas Samuels Production credit was discounted as a factor in the perceived positive relationship between farm size and adop- tion of biological technology, although this may not con- tinue. The analysis suggested that credit was mainly facilitative and that less reliance should be placed on credit as a primary means of inducing technological change. Contrary to theoretical presumptions, tenants have higher adoption rates than owner-operator counterparts.’ But this factor justified extension rather than tenancy because it underlines the importance of information and reveals limited productivity potentials in concomitant crOp-sharing arrangements. The risk factor was statistically significant for inter-district paddy yields and affected small farmers much more than large farmers for several possible reasons; the limited credit alloted for pesticide use, lack of technical knowledge, and externalities in pesticide use. Considerable congruence exists between growth and equity for row transplanting and handweeding, but their relatively greater revenue benefits vis-a-vis chemical weeding seem offset by higher relative costs. . Policy suggestions sought to de—emphasize vari-. ables antagonistic to the objectives of the Five Year Plan, and to emphasize those contributary to these objec- tives. Limitations of the study were expressly recognized. S. Nicholas Samuels The tentative recommendations'suggeSt alternatives for further exploration and empirical study, not a blueprint for action. The analysis suggested consideration of the follow- ing: (1) Changes in the foreign exchange rates, interest rates, and tax allowances for machinery and (change in) labor costs applicable to agriculture. (2) Elimination of quantity controls over machinery and spare parts and the use of both public and private distribution channels. (3) Reactivation of the credit scheme but assigning it a neutral role in development strategy. (4) Greatly increas- ing the emphasis on extension, reducing costs of input acquisition to small farmers, reducing search and organi- zation costs of labor utilization, and socialization of the costs of pest and disease control. (5) Conducting research into the development of simple water control systems in the wet zone, task specific machines, and defining relative costs of labor intensive versus capital intensive techniques. REDISTRIBUTING INCOME THROUGH TECHNOLOGICAL CHANGE IN AGRICULTURE: IMPLICATIONS FOR SRI LANKA'S PADDY SUBSECTOR by S. Nicholas Samuel A DISSERTATION Submitted to Michigan State University in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY Department of Agricultural Economics 1973 To My Parents ii ACKNOWLEDGMENTS During the course of my research I have been fortunate to receive the generous and able assistance of many persons. I am pleased to acknowledge here my indebtedness to them and to recognize those that provided special help. Sincere gratitude is acknowledged to Dr. Lawrence W. Witt, my major professor and chairman of my thesis committee, for his immeasurable aid, unfailing courtesy, and scholarly guidance in directing my thesis and making my work both pleasant and rewarding. Thanks are also extended to Dr. Robert D. Stevens and Dr. Lester Manderscheid for their constructive counsel, expert gui- dance, insightful suggestions, and enthusiastic assistance. General acknowledgement is due to the Agricultural DevelOpment Council for its financial support, and to the Central Bank of Ceylon for the leave of absence granted. Finally, I am pleased to acknowledge my gratitude to my wife, Suramya, for perseverence in decoding my hieroglyphics and indefatigability in typing numerous drafts. My thanks to my son, Migara, for bolstering my spirits at times when the need for such assistance was dire. iii TABLE OF CONTENTS Page LIST OF TABLES . . . . . . . . . . . . . vii LIST OF FIGURES o o o o o o o o o o o o o Viii LIST OF APPENDICES . . . . . . . . . . . . ix Chapter I. INTRODUCTION . . . . . ._ . . . . . 1 Problem Setting . . . . . . . . . _ l The Problem . . . . . . . . . . . 3 Importance of the Problem . . . . . . 6 Objectives . . . . . . . . . . . 10 Methodology . . . . . . . . . 12 Agricultural Production Goals in the Plan and Their Significance . . . . . . 13 Organization of Thesis . . . . . . . 17 II. AN EXAMINATION OF THEORETICAL AND CONCEPTUAL MATTERS RELATING TO INCOME DISTRIBUTION AND GROWTH AND THEIR INTERRELATIONSHIPS . . . 19 Introduction . . . . . . 19 A Theory of Technological Change and Agricultural Growth . . . . . . . 20 Theories of Income Distribution . . . . 24 Relationships Between Growth and Equity Factors . . . . . . . . . . . 27 Introduction . k. . . . . '. . .~ . 27 The Separation Issue . . . . . . . 29 The Conflict Issue . . . . . . . . 40 Summary and Conclusions . . . . . . . 54 III. CONCEPTUAL FRAMEWORK FOR RESEARCH . . . . 58 Technology . . . . . . . . . . . 59 Institutions . . . . . . . . . . 62 Resource Endowments . . . . . . . . 63 The Distribution of Power . . . . . . 66 Constraints . . . . . . . . . . . 68 Focus of Variables . . . . . . . . 69 Conclusion . . . . . . . . . . . 71 iv Chapter Page IV. ANthENTIFICATION OF EQUITY NORMS AND TARGET GROUPS 0 o o o o o o o o o o 7 3 Introduction . . . . . . . . . 73 Income Distribution Objectives in Sri Lanka . . . . . . . . . . . 75 Some Relevant Measures of Income Distribution . . . . . . . . . 78 Output Objectives . . . . . . . . . 82 Equity Objectives . . . . . . . . . 84 Program Focus . . . . . . . . . 84 Size Groupings . . . . . . . . . 86 Target Groups . . . . '. . . . . 89 Summary . . . . . . . . . . . . 105 V. AN ASSESSMENT OF VARIABLES AFFECTING INTERDISTRICT YIELD . . . . . . . . . 108 Introduction . . . . . . .. . . . 108 The Econometric Model . . . . . . . 109 The Regression Equation . . . . . . 109 Explanation of the Structure of the Model . . . . . . . . . . . 110 Results . . . . . . . .. . . . 125 Unincluded Institutional Variables . . . 128 Objective Institutions . . . . . . 129 Subjective Institutions . . . . . . 135 Summary . . . . . . . . . . . . 137 VI. POTENTIAL OF VARIOUS PRODUCTION PRACTICES INFLUENCING INCOME DISTRIBUTION . . . . . 139 Introduction . . . . . . . . . . 139 Objectives . . . . . . . . . 139 Sources and Methods . . . . . . . 140 Identification of Equity Criteria . . . 141 Scale Neutrality . . . . . . . . 142 Employment Potential . . . . . . . 143 Congruence . . . . . . . . . 143 Assessment of Revenue Variables . . . . 144 Yields . '.. . . . . . . 145 Reasons for Negative Relationship . . . 148 Cropping Intensity . . . . . . . . 149 Results of Model C . . . . . . . . 152 Assessment of Cost Variables . . . . . 153 Mechanical Technology . . . . . . . 155 Biological Technology . . . . . . 165 Other Institutional and Economic Varia- ' bles That Affect the Use of Both Mechanical and Biological Innovations . 181' V Chapter Page The.Significance.of.Techniques . . . . 197 Summary . . . . . . . . . . . . 204 VII. ALTERNATIVE POLICY SUGGESTIONS FOR SRI . WKA . O C C C O C I C O C O O 210 Introduction . . . . . . . . . . 210 Policy Alternatives . . . . . . . . 212 Fiscal Changes . . . . . . . . . 212 Elimination of Market Control on Machinery Supply . . . . . . . . 214 Production Credit . . . . . . . . 215 Extension . . . . . . . . . . . 217 Input (Acquisition) Costs . . . . . 221 Labor Utilization Costs . . . . . . 223 Pest and Disease Control . . . . . . 224 Research Needs . . . . . . . . . 225 VIII. SUMMARY . . . . . . . . . u . . . 228 BIBLIOGMPHY . O O O O O O O O O O C . C 2 54 vi Table 4.1. 4.3. LIST OF TABLES Distribution of Households and Total Income by Income Groups in the Rural Sector . . Household Income Received Annually from Paddy Cultivation . . . . . . . . Output Target for Paddy . . . . . . . Households Classified by Size and Number of Income Receivers in the Rural Sector . . Area under Paddy in Sri Lanka by Size of Holding . . . . . . . . . . . Average Cost of Production Per ACre and Per Bushel--A11 Island . . . . . . Structural Data in Income Terms . . . . Categorization of Farms in Terms of Their Income Potential . . . . . . . . Land Tenure Structure of Holdings under 50 AcreS-—1962 o o o o o a o o 0 Amount of Cr0p Failure Classified by Cause in Sri Lanka . . . . . . . . . . Maximum Sums Granted for Meeting Input Costs under 1967 Credit Scheme . '. . . Double Cropping by Size of Paddy Holding . Coefficient of Relationship between Independent Variables and Farm Size . . Reasons for Credit Default . . . . . . Amount of Loan Returned Classified by Size of Area Cultivated . . . . . . . . vii Page 79 83 84 89 92 93 95 98 117, 120 124, 150 154 186 186 LIST OF FIGURES Figure Page 1. Conceptual Framework Showing Short-Run Primary Relationships Between Categories of Variables Affecting Output and Income Distribution 0 O O O O O O O O O O 60 2. Lorenz Curve of Distribution of Rural Income and Paddy Holdings . . . .. . . . 77 3. Income of Households in the Rural Sector . . 77 4. Effect of Information and Tenancy on the , Diffusion Process . . . . . .. . . . 172 5. Effect of CrOp Sharing on Input Usage (AdOption) . 1. . . . . . . . . . . 172 viii LIST OF APPEND ICE S Appendix Page A. Sources of Prior Beliefs for the Evaluation of Statistical Results . . . . . . . 241 B. Results of Regression Regarding Interdistrict Paddy Yields--Model A . . . . . . . . 244 C. Results of Regression Regarding Interdistrict Paddy Yields--M0del B o o o o o o o o 246 D. Results of Regression Regarding Cropping Index--MOdel C o o o o o o o o o o 2 4 8 E. Correlation Matrix . . . . . . . . . 250 F. Tabulated Data . . . . . . . . . . . 252 ix CHAPTER I INTRODUCTION Problem Setting There is widespread evidence that technological changes in agriculture, through the use of modern scien- tific mechanical and biological inputs, have increased and have demonstrated a potential for further increasing agricultural output in less developed countries.1 In three South Asian countries the growth in agricultural output from 1966 (the year before the first major distri- bution of new high-yielding varieties) to 1971 was fairly substantial. Sri Lanka 14 percent India 25 percent Pakistan 17 percent While on a per capita basis the increase is much less, due to fairly high rates of population growth of over 2.5 percent, the change is nevertheless positive varying 1For instance, Lester Brown regards the new seeds as being "likely to be a greater force for change than any technology ever introduced into the poor countries." The Social Impact of the Green Revolution (International Conciliation, 1971), p. 44. 2Food and Agriculture Organization, Production Yearbook 1971 (Rome: FAQ). All quantitative data in this chapter will be from this same source unless other- wise stated. between 5 and 12 percent between 1965 and 1971, depending upon the base chosen. Productivity increase in wheat and rice yields have been substantial, due to the esti- mated acreage planted with new high-yield varieties increasing from 200 acres in 1964 to 30 million in 1971, and the adoption of modern methods. For instance, in Sri Lanka rice yield increased from 38.8 bushels per acre in 1963-64 to 51.1 bushels per acre in 1969-71,1 while total production increased from 50 million bushels to 77 million bushels in the same period.2 However, the adoption of modern methods has not been widespread on an overall basis. At the time the productivity increaSes were being hailed as constituting a "Green Revolution," some writers cautioned against 3 exaggerating the magnitude or scale of the changes. Some writers considered it merely an "enclave" development 1Department of Census and Statistics, Statistical Pocket Book of Ceylon, 1971 . 2While the innovations were mainly in respect to inputs, it was also a product innovation to the extent that the new wheat and rice products differed from the traditional products in taste and cooking characteristics. 3See Welter Falcon, "The Green Revolution: Gen- erations of Problems" (paper presented at AAEA meeting, Columbia, Missouri, 1970). See also U.S., Department of Agriculture, Rice Situation, USDA ERS RS-lS (March, 1970); and C. R. Wharton, "The Green Revolution: Cornu- COpia or Pandora's Box?" Foreign Affairs, April, 1969. Pa III . on, 0V. 0..“ leading to "dualism."1 By 1971 only about 12 percent of rice land and 25 percent of wheat land in Asia was in improved varieties.2 Hence there is considerable scope for further changes. The Problem The very process of technology diffusion has the inherent characteristic that it affects income dispari- ties, and hence the distribution of income.3 More knowledge about this relationship between growth and equity will make it possible to identify policies for Sri Lanka that will increase output, and at the same time contribute towards an acceptable distribution of income. The process of diffusion affects income dispari- ties in both relative and absolute terms. Future increases in income will occur as those who have already adopted 1K. N. Raj, "Some Questions Concerning Growth, Transformation and Planning of Agriculture in Developing Countries," Journal of Development PlanniES; No. l (1969). 2Although according to FAO statistics the trend rates of growth in production as well as productivity before and after the "Green Revolution" do not differ materially except for wheat, these results cannot be relied upon too much for information on South Asia because it probably subsumes regional trends. FAQ, The State of Food and Agriculture 1970 (Rome: FAO), p. 131. 3The concept of income distribution is wider than the concept of income disparities. A redistribution of income could either increase or decrease income dispari- ties depending on the relative income levels of those who pay and those who benefit. modern methods move towards a more complete (optimal) ad0ption of a given technology, and as those who have not yet adOpted move towards experimental adoption. Cur- rently, the. degrees of adoption are infinitely many, varying from complete adoption of a given technology to no adOption of that technology. This implies that the process of diffusion inevitably involves differences in the rates of increase of output on different farms, depending on the degree of innovation. Such differences therefore have a direct bearing on relative income dis- parities. Two cases in this "relative disparity" category need to be distinguished: differences among adoptors of technology and differences between adoptors and non- adoptors, given the farm size group. Absolute income diSparities can increase due to structural differences in (irrigated) farm size. Thus even if the rate of increase in output is the same for different farms, absolute income differences could increase due to difference in the size of (irrigated) land holdings. The fact that the very process of technological change influences income disparities suggests a need to understand more about the nature of this relationship, both for national-level policy formulation and for local- level implementation. A better knowledge of these relationships likely will provide improved insights into the policies needed in Sri Lanka that will contribute toward a desired distribution of income, while at the same time increasing output. It seems preferable that the "Green Revolution" stimulate an agricultural trans— formation rather than an agricultural dualism. More specifically, more knowledge of these relationships may_ indicate the type of projects needed, the form such projects should assume, their direction and orientation, their focus, and the manner in which they could dovetail into integrated programs at the national or regional level, in order that the "Green Revolution" may be made more pervasive. Suchfiknowledge also likely‘will suggest the type of complementary institutional modifications needed to enable the programs to achieve their desired goals. Several research studies, as listed in Appendix A, have dealt with technological change and its effect on income distribution either centrally or incidentally. These studies have been of a micro nature and related to Specific locations in India, Pakistan, and Bangladesh. They could be expected to contribute useful information for policy formulation and implementation at the local level. Less attention however appears to have been paid to the assembly of such information into the broad inte- grated picture necessary for macro-level, national, decision making. To the extent that these issues have been considered at this national level, the decisions have '9 tended to be based on conceptual formulation and intuitive judgments. Some of these micro-level studies may have made a modest input into these judgments, or will in the future (Since many are only recently completed). But there does not appear to be an attempt to integrate these studies and develop analyses of national policy options based on such firm empirical foundations. Similarly there does not appear to be an adequate reaching out by national policy formulators for empirical evidence to enable them to better assess the potential performance of relevent alternative programs and institutional modi- fications. Importance of the Problem Although fairly substantial rates of growth of agricultural output have occurred, there are indications that the poverty rate, as measured by the percentage of the persons below a predetermined poverty line, has increased. A recent study in India shows that 40 to 50 percent of the total population has a per capita income below the official poverty line. Moreover, the per capita .income of this group has declined over the last two decades, while the average per capita income increased.1 In Sri Lanka, despite an increase in per lM. Haq, "Employment in the 19705: A New Per- spective," in Inernational Development Review, December 1971 (Ottawa: Society for InternatiOnal Development), pp. 9-10. capita agricultural output of around 12 percent in the period 1966 to 1971, a growth of real GNP of 14 percent in this same period, and an average increase in per capita real incomes of roughly 2.1 percent per year during the period 1959 to 1971,1 unemployment has increased from 3.5 percent2 of the labor force in 1959, to 15 percent3 of the labor force in 1971.4 Also, there are indications that the extent of poverty increased during the period 1960-68. A recent study based on the data gathered by a 1969 Consumer Survey in Sri Lanka revealed that the extent of poverty (measured by the number of persons below the $100 per annum income level) increased from 49 percent to 60 percent during the period 1960 to 1968.5 There is also evidence that real wages in agriculture have drifted downward and, if the mid-1950's are compared with the early 19703, they have fallen about 4 percent.6 . 1Central Bank of Ceylon, Annual Report 1971 (Colombo). 2National Planning Council, The Ten Year Plan (Colombo: Planning Secretariat, 1959). 3Departmentof Census and Statistics, Socio- Economic Survey 1969-70, First Round (Colombo: 1971). 4Different methods of measuring unemployment in the two years probably were used, thus limiting the reli- ance that can be placed in comparing these data. 5Ranier Schickele, "Improving Income Distribution as a Development Goal," Staff Paper P72-17 (Ag. Econ. Department, University of Minnesota, 1972). 6Central Bank of Ceylon, Bulletin (Colombo: August 1971), Table 37. That poverty is widespread is clear. In 1969-70, 44 percent of the non-estate (i.e., traditional) rural households received less than Rs. 200 ($33) per month per person in an (average) household of five persons.1 Poverty also gives every indication of growing. One forecast expects the number of peOple economically active in agriculture to grow by 50 percent from 2.4 million today to 5.3 million in 1985.2 Growing evidence of this phenomenon has stimula- ted increasing concern for equity considerations and contributed to the demise of the ideology of economic growth. Interest has shifted from the narrower considera- tions of eConomic growth to the broader issues of economic development. Development is increasingly viewed in multi- dimensional terms, and defined to include issues of poverty, unemployment,and the distribution of wealth, besides growth. Concern has thus tended to move from increasing productivity to concern for whose productivity is to be increased. The United Nations, by addressing itself to the problems of poverty, has in the Second Development Decade moved away from its reliance on the rate of growth of GNP as a primary indicator of economic 1Department of Census and Statistics, Socio- Economic Survey (Colombo: 1972). 2International Labor Organization, "Matching Employment Opportunities and Expectations," Report (Geneva: ILO, 1971), p. 86. development.l WOrld Bank president Robert McNamara has commented as follows: The state of development throughout most of the developing world is unacceptable. It is unac- ceptable because hundreds of millions of people are living at levels of deprivation that simply cannot be reconciled with any rational definition of human decency. . . . Current develOpment programs are seriously inadequate because they are not signifi- cantly reducing the poverty which shapes and limits these lives. And though the matter is complex, basically we know why. . . . the developing coun- tries are not moving decisively enough to reduce the severe social and economic inequities among their own pe0ples. . . . The broad statistical evidence is clear that there is dangerously skewed distribution of income both within developing nations. . . . Development simply cannot succeed unless that mas- sively distorted distribution of income Es brought into a more just and reasonable balance. It is thus increasingly being recognized that growth does not necessarily imply develoPment,3 and that development is a multi-dimensional concept that encom- passes growth, employment, and equity factors.4 Development has been equated with "the fulfillment of 1United Nations, Report on the Second Deve10pment Decade, UN Sales No. E 71, ll, A.2. 2Robert S. MacNamara, "The Environmental Dilemma," in war on Hunger (Washington, D.C.: U.S., Department of State, December, 1971). 3See for example the experience of Liberia: R. W. Clower et a1., Growth Without Development (Evanston, Ill.: 1966). Also, W. J. Barber—IA Critique of Aggregate Accounting Concepts in UnderdevelOped Areas," Bulletin of the Oxford University_Institute of Economics and Statis- tics (November, 1963); and I. Adelman and M. Taft, Societ , POlltiCS and Economic Development (Baltimore: '1967). 4D. Byerlee and C. K. Eicher, Rural Employment, jMiqration and Economic Development: _Theoretical Issues and Empirical Evidence from Africa (East Lansing: Depart- ment of Agricultural Economics, Michigan State University, 1972). 10 human potential,"1 the "upward movement of the entire social system,"2 a reduction of poverty,3 and reduced unemployment.4 Sri Lanka's economic objectives, as enunciated in The Five Year Plan, are consistent with the foregoing con- ceptions of development. The Plan states: The trend in Gross National Product does not indicate the growing crisis in unemployment, in income disparities, and in the balance of payments. Statistics of Gross National Product at per capita income are insensitive both to the distribution of income and to the virtual stagnation of certain vital sectors of the economy. Nor do these sta- tistics indicate'the maturing crisis within society. Objectives The broad objective of this study is to examine how technological changes in paddy cultivation could be made to contribute to the growth and equity objectives of Sri Lanka's Five Year Plan. This will require an identification of the factors that presently inhibit 1Dudley Seers, "The Meaning of Development," Communications Series Br. 44 (Sussex: Institute of Development, 1970). ' 2G. Myrdal, Asian Drama (New York: 1968), p. 1869. 3Ranier Schickele, Agrarian Revolution and Econ- omic Progress (New York: Praeger, 1968). 4International Labor Organization, Towards Full Employment; A Programme for Columbia (Geneva: ILO, 1970). 5Ministry of Planning and Employment, The Five Year Plan (Colombo: 1971). This document will hereafter be referred to as the Plan. 11 increases in productivity among small farmers, and pre- vent increased employment opportunities from developing in the rural sector. Conversely, the intention is to identify variables that have a potential for increasing paddy productivity and improving the distribution of income, with a View of activating or changing them for desired performance. The specific objectives of the study are of a sequential nature that cumulatively facilitate the ultimate objective of identifying the policies that will permit the paddy subsector to deliver expected performance with respect to both output and equity. These specific objec— tives are as follows: 1. To examine the theoretical and conceptual relationships between growth and equity factors from a policy standpoint, and to utilize the insights gained to develop a conceptual framework for the subsequent analysis of the relationships between technological change and equity. 2. To translate policy norms from a social welfare function in Sri Lanka into concrete objectives for policy, by identifying socio-economic groups upon whom programs should be focused. 3. To identify the variables that are significant for paddy output and income distribution in Sri Lanka by means of statistical techniques and a review of other primary data based micro studies. 12 4. To use the insights gained from all of the above to identify policy changes, at primarily a macro level, that will facilitate the type of institutional change and agricultural programs that will yield desired results with respect to output and equity. Methodology Linear multiple regression analysis will be utilized to conduct a statistical analysis of macro data pertaining to Sri Lanka's paddy subsector. The data utilized will be primarily from published secondary sources. The analysis will be essentially Bayesian in that the statistical results will be assessed in the light of prior beliefs. In formal terms this involves adjust- ing a prior distribution to take account of observed data, with the weight attached to the observed data depending on the probability of the posterior distribu- tion. The dominant source of this prior belief will be the several primary data based micro studies listed in Appendix A, which examine various aspects of the rela- tionship between technological change and income distribution, in India, Pakistan, and Bangladesh. In designing agricultural modernization policies it must be acknowledged that no universal answers exist. The experience of different localities with broadly the same 13 ethnic, social, and cultural backgrounds, however, could be expected to provide insight and material that may be considered as possibilities for application in Sri Lanka. The cross section of information in the micro studies, when assembled in the light of the statistical results, is expected to provide a picture of the patterns of interrelationships between growth and income distribu- tion, and hence a reliable basis for the policy prescriptions ultimately to be made. Agricultural Production Goals ip the Plan and Their Significancel‘ The Plan demonstrates an appreciation of the con- tribution that the agricultural sector could make to economic development.2 Since agriculture occupies a dominant position in the Sri Lanka economy, an increase in agricultural output and an equitable distribution of such output is likely to have an overall effect on economic development. In 1970 the agricultural sector contributed 35 percent of the Gross National Product and employed 55 percent of the work force. The dominance of the agricultural sector thus makes the interplay between 1The data in this section is from the Five Year Plan, unless otherwise indicated. 2It has to be recognized that: "Neither growth or equity problems can be solved by . . . the agricul- tural sector. The employment problem in particular is total-economy in character. . . ." Falcon, Op. cit. 14 development means and development objectives important in that sector. The Five Year Plan states: . . . the agricultural sector presents the greatest sc0pe for the expansion of output and employment in relation to investment outlay. In agriculture there are substantial growth possibilities which are not constrained by a shortage of foreign exchange. This is due to the scope for more inten- sive use of land and labor, for increasing output with high yielding strains in a variety of crops, and for better use of available water resources. The possibilities of import substitution are also greatest in agriculture. . . . The gap between population and resources has to be met by an expan- sion and diversification of small-scale agriculture on a wider and more systematic basis. . . . Since a large prOportion of the unemployed live in rural areas this task is urgent." In terms of strategy, the Plan shifts the emphasis for agricultural development from the three major export- oriented plantation crops of tea, rubber, and coconut to the mainly traditional crops2 of rice, pulses, chillies, and onions. A significant nontraditional crop to be expanded is sugar cane. Trends over the past fifteen years suggest a very limited potential for cumulative development in the plantation crops due to low income and price elasticity of demand factors,3 and the oligopolistic structure in production and marketing which, particularly 1The Plan, p. 33. 2A traditional crop would be one which has his- torically been cultivated under traditional as opposed to modern methods. 3Terms of trade declined by 7.6 percent in 1971. 15 for tea, is controlled mainly by foreign interests.l During the period since 1956 tea production increased by approximately 35 percent, rubber production by approxir mately 40 percent, and coconut by some 15 percent. Yet even these modest gains in output were offset by declining prices.2 The shift to traditional cr0ps represents an attempt to earn foreign exchange through import displace- ment rather than through export expansion. The Central Bank Report for 1971 states: As in previous years, the commodity(terms of trade moved unfavourably and had a more severe effect in absolute terms than in any previous year. . . . It would appear that the major obsta- cle to economic development in Ceylon continues to be the shortage of foreign exchange. In fact, in 1971, due to the constraints of the external payments position, restrictions had to be applied on a wide range of goods, including intermediate and investment goods, which probably contributed' to the lower rate of growth of the economy. . . . Given the generally unfavourable prospects for the prices of the three major exports, it is inevitable that development strategy must, in the Short run, lean morg heavily on a policy of import substitution. . . . The substantial need for foreign exchange can be inferred from the fact that the value of investment goods imported was cut back by 23 percent in 1971, at a time when the 1Food and Agriculture Organization, Tea Trends and PrOSpects, Commodity Bulletin Series (Rome: FAO, 1960). 2Central Bank of Ceylon, Annual Reports 1956-71 (Colombo). 3 Central Bank, Annual Report 1971, p. 233. 16 value of rice, pulses, onions and sugar imports increased by over 4 percent.1 Considerable development potential exists in the development of the paddy subsector alone. Although government programs have been directed at the traditional subsector producing paddy in the pasteight years, and an increase in yield of about 6 percent per annum occurred during the period 1966 to 1971, yet 40 percent of Sri Lanka's rice requirements were still being imported in 1971. Rice accounted for 46 of the import bill in 1971, which was 8 percent of the GNP.2 Hence, the import dis- placement that is likely to occur with an increase in domestic rice production could, if complete, release nearly half the total import bill for the import of investment goods. In fact,this is substantially an objective of the Plag which envisages a 45 percent increase in rice output in five years. If achieved, this would meet 97 percent of domestic rice requirements by the end of the Plan period in 1976. The Flag places primary emphasis on intensive, as Opposed to extensive, paddy production. Although the program for irrigation and land development is expected to bring into production about 100,000 new acres, the major portion of the increase in output (80 percent) would take place through increasing productivity on land already l 2 Ibid. Ibid. 17 under paddy cultivation. The newly prepared lands are expected to account for only 9 percent of total rice output in l976-—up from_l percent in 1972. This is con- sistent with the urgency of the need to increase output, as stimulating output is usually easier than initiating production; the former requiring only a complement of resources to combine with existing land, labor, and capital. Organization of Thesis Chapter Erexamines the theoretical and conceptual relationships between growth and equity factors with a view to developing a conceptual framework for subsequent analysis, obtaining clues with regard to the subsequent direction of the study, and for generating relevant hypotheses for later verification. Chapter III develops a short-run conceptual frame- work which is expected to be helpful for both analyzing the micro studies cited in Appendix A and for tidying up the analysis of relationships between variables in the rest of the study. Chapter IV translates political values in the social welfare function into specific objectives for equity policy by identifying the socio-economic groups upon whom policies Should be focused. 18 Chapter V identifies the variables that are sta- tistically and economically significant for explaining interdistrict paddy productivity. Chapter VI assesses the variables already identi- fied, from the vieWpoint of equity; their applicability to small farms and their employment generation potential. Chapter VII uses the concepts and facts previously developed to identify policy steps that should be taken that will contribute towards the growth and equity objec- tives of the Five Year Plan. Chapter VIII summarizes and synthesizes the thesis. CHAPTER II ANIQQMDWBHONCE‘THEHETEHElAND(INKEPEEL NETHflEBRHJflINSUDIDKDMEIHSTKEMTKIJ AMDGEOWHIANDCHEERIRHERNEATElEmIHS Introduction This chapter first examines the theories of growth and income distribution, and then proceeds to examine their interrelationships. Two aspects of equity factors will be explored: (l) The question of whether it is desirable or feasible to leave matters relating to ‘ equity to be dealt with independently of policies designed to increaSe agricultural output (the separation issue), and (2) the basis for, and validity of, the belief that the two goals of growth and equity are in conflict (the conflict issue). The discussion of these interrelation— ships is directly relevant for and related to the development of a conceptual framework for analysis pre- sented in the following chapter. It will also be shown that these interrelationships are central to the objective of this study, that the conclusions with respect to them are useful for suggesting a direction for the study to take, and for generating relevant hypotheses for later verification. 19 20 A Theory of Technological Change and Agricultural Growth Increasing agricultural productivity is more than a problem of investment, as investment in traditional factors involves a movement along an existing production function yielding only low returns at the margin. T. W. Schultzl argues that comparatively few significant ineffi- ciencies exist in the allocation of the factors of H” production in traditional agriculture. To the extent that this is true, no great increase in agricultural production is likely to occur either by reallogating the factors already at the disposal to farmers, or by applying more units of traditional inputs to the production process. His argument stresses concentration on new tech- nology, which clearly brings much greater and more rapid increases in agricultural output. Such technology pushes out the production function through the use of inputs embodying modern scientific knowledge, and provides both the incentive and the opportunity for investment in agri- culture through potentially higher returns.2 Since most 1T. W. Schultz, Transforming Traditional Agricul- ture (New Haven: Yale University Press, 1964). 2This model fits into the transitional stage II of the Perkins-Witt, Johnston-Mellor and Hill-Mosher models of the agricultural development process that are based on his- torical analogies. M. Perkins and L. Witt, "Capital Formation: Past and Present," Journal of Farm Economics, Vol. 43, No. 2 (May, 1961); B. F. Johnston and J. W. Mellor, "The Role of Agriculture in Economic Development," American 21 such inputs are purchased, one index of modernization would be the ratio of purchased to total inputs in a farm. This ratio would be useful for determining the degree of modernization and for deciding if it is significant.1 The extent of the increase in output resulting from the application of modern inputs depends on the availarh, bility of complementary inputs that together constitute a package, and the institutional context in which such technology is applied. Thus, if the input package is incomplete, or if the institutional context is inappro- priate, the output effect could be less than optimal. Agricultural technology is important not only because it is the primary source of agricultural growth but also because it has direct implications for the func— tional and personal distribution of income. Technology constitutes a primary element in the conceptual framework to be developed. 'Hence a theoretical classification of technological changes appears relevant. Economic Review, Vol. 51, No. 4 (September, 1961); E. F. Hill and A. T. Mosher, "Organizing for Agricultural Deve10pment" (New York: Agricultural Development Council, 1963; mimeographed). 1This index of modernization could, however, be an unreliable indicator of the degree of integration of farms in the product market, as although the degree of modernization may be significant, an inadequate land base may prevent the generation of a marketable surplus above subsistence needs. 22 The following analysis is based on Hicks' theory1 as applied to agriculture by Heady,2 and is postulated in a Cobb-Doublas world which assumes constant returns to scale, constant product prices, equilibrium in the factor market, and two factors of labor and capital. Under these assumptions a change in technology which affects the relative shares imputed to the two factors in the. total product may be classified as labor saving, neutral, or capital saving, depending on whether the change r increases the marginal productivity of capital by rela- tively more, in the same proportion, or relatively less. These changes may be relative or absolute. A labor saving technical change may increase the marginal product of both factors, but the marginal product of capital is increased by relatively more. Thus it becomes profitable to apply more of both resources to the produc- tion process, but proportionately more units of capital will be applied. Also, technical changes may increase the marginal productivity of capital, while at the same time decreasing the marginal productivity cf labor. In this instance, fewer units of labor will be employed. Thus, while in both cases the relative share imputed to '1J. R. Hicks, "Distribution and Economic Progress: A Revised Version," The Review of Economic Studies, Vol. IV (1). pp. 1-12. 2E. L. Heady, "Changes in Income Distribution in Agriculture with Special Reference to Technological Change," Journal of Farm Economics, XXVI (3), pp. 435-47. 23 labor is changed in the same direction, the absolute share moves in an Opposite direction. The distinction is made in the literature between mechanical and biological technOlOgy, the former being regarded as labor displacing while the latter is regarded as being land replacing.1 This distinction, although conceptually useful, is not mutually exclusive. For instance, tractors that break a timeliness bottleneck can be land rather than labor replacing over the Spectrum of one year. This difficulty of making\a distinct classifi- cation between labor-saving and land—saving technologies could be traced to the fact that when new factors are applied the whole production function may change and hence induce changes in the use Of other factors not directly applied. The foregoing analysis assumes that product prices remain unchanged. However, it is possible for prices to fall within limits without reducing the profitability of (or incentive for) investment in agricul- ture. Such profitability is determined by the difference between per unit price and per unit costs. There is a theoretical presumption that the unit costs from package cultivation are usually much less than from traditional methods. While the application of modern inputs increases 1This distinction can be traced to Earl O. Heady's Economics of Agricultural Production and Resource Use (New York:' Prentice Hall, Inc., 1952), pp. 818-19. 24 total costs Of production, the productivity of these inputs can greatly increase output, and thereby reduce average costs considerably. Thus, innovators who increase net output faster than the product price falls could still gain. Theories of Income Distribution The theories Of distribution in the literature can be classified into two categories: (a) those dealing with functional distribution and (b),those relating to personal distribution.l‘ The former attempts to explain the distribution of income among factors of production while the latter relates to the distribution of income to people (households) by size brackets Of income. The theory of functional distribution could be traced to the Ricardian theory which seeks to explain the distribution of income to the various factors of produc- tion in terms Of their marginal productivity. It is in fact the theory of factor prices--an extension of price theory. Relative shares in the distribution of income depend on (a) relative factor prices that have been determined by the interaction of supply and demand and 1Some writers distinguish a third category called the Theory of Distributive Shares, which is an aggrega- tion of functional distribution at the macro level. This is of limited use for this study. See, for instance, Jan Pen, Income Distribution (London: Allen Lane Penguin Press, 1971), and J. Marchal and Ducros, eds., The Distri- bution Of National Income (New York: Macmillan, 1968). 25 (b), the elasticity of substitution which is a technical factor, having its basis in the production function. Market forces will generate a set of factors to clear the market and make their individual price equal to the value of their marginal product. Generally, however, the neoclassical theory of income distribution per se, which is £22 theory of income distribution, is of limited usefulness for the purpose of this study. It has been labeled a theory of 1 This functional distribution ”pseudo distribution." accepts the ownership pattern of incOme generating aSsets (wealth) as given and therefore directly reflects the extant distribution Of wealth. It is also based on the assumptions of perfect competition in both product and factor markets. Besides these shortcomings, its relevance to this study exists only to the extent that it coincides with personal income distribution. This implies that its relevance depends upon the payment Of labor being the sole source of low income, while capital income accrues to high income recipients. This require- ment therefore limits the usefulness of the neoclassical theory in a subsistence and small farmer situation where Often no division exists between the ownership of capital and labor, and where returns to both can be low. This lTerm attributed by Jan Pen, Op. cit., to . E. Cannon, "Division Of Income," Quarterly Journal of Economics (1905). 26 latter point implies that even if levels of income can be associated with factor shares, such factor Shares do not usually correspond to distinct socio-economic groups. Of greater relevance in a welfare and policy sense is the size distribution of income to people. The distribution of personal income provides the link between technological change and income disparities. For reasons of convenience and practicability, such personal distri- bution will be disaggregated into economic groupings. Hence this study is concerned with the incOme that accrues to economic groups, rather than whether the income consists of wages, profits, rent, etc. A quite different concept underlies personal income distribution. Changes in governmental transfer payments to nonproducers, for example, will affect Size distribution through the change in personal income, but leave functional distri- bution unchanged. Conversely, labor intensive technology could change the personal distribution of income by changing the functional distribution. A search Of the literature reveals that no general- theory concerning personal income distribution exists. The redistribution of personal income involves interper- sonal comparisons of utility and non-Pareto better changes. Fundamentally, questions relating to income redistribution deal with matters of relative property rights, where property rights are defined to be "the set of rights and 27 Obligations established by law, custom and covenant which define relations among members of a community in respect their control over resources."1 Questions addressed to the bundle Of prOperty rights are prior to those asked by classical economists, who accepted the institutional variable as datum and subsumed it in ceteris paribus. Ultimately the distribution of personal income must be determined by the political process and reflect the distribution of political power. Economic theory there- fore cannot be expected tO provide all of the guidelines concerning the redistribution of income. Such guidance must derive directly from some exogenous social welfare function. 7 Relationships Between Growth and Equity Factors Introduction Technical changes that greatly increase output do not necessarily promote development. As previously stated, economic growth is a necessary but inadequate condition for develOpment, which has been defined in multi-. dimensional terms to contain both growth and equity components. Both in the theoretical literature and at the level of practical planning, the two goals of "economic growth" and "equity" (i.e., greater equality 1J. D. Shaffer, Property, Market Structure and Efficiengy, Agricultural Economics Miscellaneous Report 1966-69 (East Lansing: Department of Agricultural Econ- omics, Michigan State University). 28 in incomes) often have been considered as amenable to separate treatment and also Often regarded as being in conflict. The question of whether policies directed at equity Objectives are amenable to separate treatment, and can be dealt with independently of policies designed to increase agricultural output, relates to planning and programming strategy. The second aspect of whether the Objectives of equity and growth are in conflict, deals with the conseggences Of growth and income redistribution policies. Therefore, although the policies,may be implemented separately, a trade-Off could still result in terms Of effects. To the extent that growth policies can be dealt with separately, the income redistributional aspects could be left for some subsequent (second) stage, through the device of fiscal policy, after growth has generated increased income flows, and after such income flows have accrued to the owners of the various factors of productiOn. To the extent that the objectives are in conflict, a trade-Off between growth and equity is implied, and growth could be expected to cause, and be caused by, the skewness in the distribution of income. This section first explores the extent to which it is desirable and feasible from an Operational stand- point to deal independently with equity policy--the separation issue. Later it examines the theoretical 29 reasons for believing that growth and equity may be in conflict with each other-—the conflict issue. The Separation Issue Theories of separation.--Several writers have advocated a separation between growth and equity Objec- tives. Two schools of thought may be identified: (a) those who believed in "contrived dualism" and (b), those who regarded growth as an intermediate goal with equity being an ultimate one. The contrived dualism model advocated by Owen1 and modified by Thiesenhusen2 evinces a concern for both growth and employment. These Objectives are to be achieved concurrently through the creation of two subsec- tors, one emphasizing growth of output (a marketable surplus), and the other emphasizing equity (the creation of employment Opportunities). However, contrived dualism in effect argues for disparities in income between house- holds. The other school of thought considers growth as a means to an end, the end being equity. Hence policy should concentrate on maximizing rates Of growth in the lwyn F. Owen, "The Double Development Squeeze on Agriculture," American Economic Review, Vol. LVI, NO. 1 (March, 1966), p. 64. 2William C. Thiesenhusen, "Latin America's Employment Problem," Science, Vol. 171 (March 5, 1971), p. 871. 30 first instance, and on dealing with redistributional equity aspects at some subsequent (second) stage. The following quotation seems representative of this view- point: we should hypothesize that economic efficiency is a less ultimate goal than an appropriate dis- tribution of income. As a consequence, economic efficiency becomes a means to an end rather than competitive to those ends. . . . Economic growth appears (here) clearly in a suppOrtive role to higher Objective of men. It is not likely, how- ever, that such ultimate goals can be achieved when the production of economic wealth in a society is at a low level . . . improved national income is viewed as an input and individual ful- fillment is considered to be the product. W. Arthur Lewis also supports this notion when he says, "The advantage of economic growth is not that wealth increases happiness, but that it increases the range of human choice."2 To advocate the foregoing supports the following positions by implication: (a) that income redistribution refers to the redistribution of income flows through government taxing and Spending and (b), that the redistribution is to take place ex post, after income vests-~i.e., after such income accrues to the owners of the various factors of production. . 1Emery Castle and Russel Youmans, "Economics in Regional water Research and Policy," American Journal Of Agricultural Economics, Vol. 50 (December, 1968), p. 1662. 2W. A. Lewis, "Is Economic Growth Desirable?" in Theory of Economic Growth (Homewood, Illinois: Richard D. Irwin, Inc.) 31 Three reasons can be identified against the advisability Of leaving income distribution matters to be dealt with at a later stage: (a) To regard income redistribution as the transfer of income flows through fiscal policy raises the issue of the possibility of a trade-Off between capital formation and equity, and thus between higher incomes and employment in the future versus higher income and employ- ment in the present.1 (b). TO concentrate on growth in the first instance may give rise to factors that render difficult or wasteful the movement toward the ultimate equity objective of increasing employment and reducing poverty. There is evidence that growth can be rapid if concen- trated in a small number of larger farms utilizing large- scale capital-intensive techniques.2 But this gives rise to fixed assets and costs in the form of capital equip- ment, as Well as institutional and organizational infrastructure geared to the needs of large farms, which would be the major market participants. It also gives rise to vested interests, which are the political l O I 0 I t C I This lssue is examined later in thls subsection. 2W. Falcon, "The Green Revolution: Generations Of Problems," American Journal of Agricultural Economics _ (December, 1970). Also, ILO, Towards Full Employment, 02: cit.; Carl K. Eicher, et a1., Employment Generation in African Agriculture, Institute Of International Agricul- ture, Research Report NO. 9 (East Lansing: Department of Agricultural Economics, Michigan State University, 1970). 32 manifestations of fixed assets. Once these fixed assets get established they are by definition difficult to change, and so limit the feasibility of moving towards the ultimate equity Objective. Such difficulty could for all practical purposes make the intermediate growth Objective an end in itself, at least in the "short run."1 (c) The third Objection to separating equity from growth policy is because of administrative insuffi- ciencies in the rural areas of developing countries, which limit the efficacy of government taxation and spending. Such machinery tends'to have an inelastic supply in the short run, and cannot be expanded except at high financial and social costs, due to the high Opportunity cost of scarce talents.2 Redistribution Of income sources.--The aforemen- tioned difficulties can be reduced by a redistribution of the sources or assets from which such income flows are generated. ‘This accomplishes the same Objective in a rather more fundamental way, and provides a direct link between income redistribution and growth pOlicy. It involves changing the pre-tax distribution and thus tends to reduce the need for subsequent redistribution through l"Short run" is defined as the period during which the MVP of an asset is greater than its salvage value. 2This point is probably Of limited applicability tO Sri Lanka which has an abundance of high school and university graduates. 33 fiscal measures. It refers to redistributing the capacity for income, rather than income per se, which in tradi- tional agriculture involves the provision to low income farmers of what T. W. Schultz calls "low priced sources of permanent income streams."1 These include modern scientific inputs like high yielding seed, fertilizer, water control, weedicides, pesticides, inter alia, as well as education and knowledge, which act to broaden horizons, increase farmer receptivity to innovative techniques,~and contribute toward their capacity for making economically rational choices. This.notion is therefore broader than the human capital notion, which was originally stated by Alfred Marshall when he wrote that "capital consists in great part of knowledge and . . 2 organlzatlon." Redistributional impact Of public intervention.-- When income sources are to be redistributed through governmental agencies, the intervention by the state designed to provide farmers with low priced sources of income streams in order that they may increase their 93;: ppp, has implications for income distribution. 1. TO the extent that these low priced sources of income streams have to be publicly provided, they lSchultz, op. cit., p. 130. 2Alfred Marshall, Principles of Economics (8th ed.; New York: Macmillan, 1961), p. 139. 34 must be publicly funded, and to the extent that they are funded out of progressive taxation, these policies implicitly have an impact on income distribution. 2. The subsequent expenditure of these funds for the provision of low priced sources of permanent income streams and human capital investment has distri- butional effects, directly through its effect on “H productivity and employment, and indirectly through its effect on the institutional wage. The-final effect on income disparities Of the foregoing will depend on the relative income levels of those groups who pay and those who benefit. A recent study supports the conclusion that the larger the government's share in total investment, the smaller the share of the wealthiest 5.tO 10 percent.1 The case for public provision of low priced sources Of permanent income streams is partly stated by T. W. Schultz. These "sources" have to be produced by research, because "there are very few reproducible agri- cultural factors in technically advanced cOuntries that 2 Public provi- are ready-made for most poor countries." sion is necessitated by externalities and indivisibilities. The output Of research is in effect a public good with lI. Adelman and I. Morris, "An Anatomy of Income Distribution Patterns," Development Digest,_Vol. Ix (October, 1971). 2 Schultz, op. cit., p. 147. 35 public good characteristics.l As the output of research is of limited appropriability, underinvestment by pri- vate investors in research is a certainty, because when marginal private gains have fallen to zero, marginal social gain will still be positiVe. Another reason why public production of technology is required is because Of known indivisibilities, primarily in the methods and staff of scientists required when a firm under- takes the production Of modern factors suited to the agriculture of particular poor communities starting with the known ssientific and technical (agricultural) knowledge. Moreover, such inputs have also to be distributed through publicly created marketing channels for the Same reasons; namely, externalities and indivisibilities. The distri- bution of modern inputs could set in motion a cumulative spiral of growth the (external) benefits of which could only be captured (internalized) by the comprehensiveness of the state. The low rate of capital formation in traditional agriculture would probably preclude private pricing policies that will cover costs. In general it may be stated that because techno- logical change is non-marginal change, market prices cannot be expected to provide ex ante signals indicating . 1F. Bator, The Question of Government Spending (Collier, 1960), Chapter 6. The two components of public goods are: (1) MC = 0, which means that as the cost of additional use is zero or near zero, consumption by one individual does not deprive others; (2) Potential users cannot be excluded if the product exists at all. 2 Schultz, Op. cit., p. 150. 36 the direction and quantum Of change. This is because larger price changes result from change when the change is non-marginal. This factor increases the uncertain- ties Of investments. Uncertainty would tend to discourage private investments, probably requiring that techno- logical changes be publicly induced in less developed countries, rather than be left to the "non-dictates" of underdeveloped markets. This position appears to be supported by implication by Galbraith's description of the various~"anti-market" institutions that firms in the U.S. must adopt in order that they may cope.with the uncertainties that inevitably accompany non-marginal technological changes.1 Institutional devices like vertical coordination, integration, contracting, and advertising, enable U.S. firms to "supersede" and "sus- pend" the market. However, they are of limited availability and applicability in the less developed economies Of less developed countries, due to traditional institutiOns like familism, lack of capital and capacity for risks, absence of standard weights and measures and grading systems, an inadequate legal code, inter alia. Public intervention to induce technological changes in less developed countries has a dual effect on income distribution. First, when public funding is 1John K. Galbraith, The New Industrial State (Boston: Houghton Mifflin, 1967)"Chapters 2 and 3, 37 out of progressive taxation, income redistribution occurs. Whether income disparities will become reduced will depend on how these funds are subsequently Spent, and the income levels Of the beneficiaries whose productivity is increased by their acquisition of sources of income streams. Only when such "sources" are provided to groups whose income levels are relatively low, arer income disparities likely to be reduced. Second, appropriate technological changes could, if combined with suitable institutional variables, increase employ- ment opportunities and thereby reduce income.disparities. Technical changes could shift the production function, increase the marginal value product of the abundant factor, which is labor, and make it worthwhile to apply more units of labor to the production process.1 Also, quick maturing new varieties make multiple crOpping possible--a factor likely to have a most significant effect on employment and thus income. For instance, Japanese farmers using new mechanical and biological technology employ three to four times as much labor per acre of land than Indian farmers.2 lTwo points may be noted: Whether employment effects are negative or positive will depend on the type of technology used and the institutional context in which such technology is applied; second, even though employment per acre Of land may increase, the labor component in each unit of output is likely to decline. 2See, for instance, John Mellor, The Economics of Agricultural Development (Ithaca, N.Y.: Cornell, 1970), p. 229. Also, the official estimate for 1964 Shows that 38 To the extent that technical innovations reduce unemployment in agriculture they influence income distri- bution. Where underemployment and unemployment are high, to achieve a higher level Of employment results in a reduction in income disparities. Dudley Seers says: Unemployment is itself a big element in the explanation of the shape Of the income distribu- tion. Not only does it deprive large numbers of people of income (including many who do not seek work because they think the search is hopeless and therefore do not appear in unemployment statistics), it also depresses wage levels and causes thousands of people to stay working on tiny farms or in small family businesses. The distribution of income therefore reflects the existence of unemployment. If employment is provided for those per- sons who are disguisedly unemplOyed with zero or near zero marginal value productivity, the income of higher income groups remaining the same, income disparities are reduced. To the extent that the incomes of higher income groups are reduced, income disparities are reduced still further. A reduction in disguised unemployment has an indirect effect on income distribution through its positive rice cultivation consumed about 180 man-days per hectare per crop. In Taiwan the National University has estimated the labor requirement at 150-160 per hectare. These figures compare with a range of 60 to 120 man-days per hectare for crops of traditional varieties in most of South and Southeast Asia. Robert A. Shaw, "Jobs and Agricultural Development," Development Digest, Vol. Ix, No. 1 (January, 1971), pp. 88-97. 1Dudley Seers, "Income Distribution and Employ- ment: Some Issues Raised by the Colombia Report," Bulletin Of the Institute of Development Studies (Brighton, England), Vol. 2, NO. 4 (1970). 39 effect on the institutional wage. Disguised unemployment has its basis in the institution of familism and exists when labor receives a wage that is higher than its MVP. In a situation where the institution of familism facili- tates disguised unemployment, the average product per family is the institutional wage. As the number Of persons who are subsidized by the family decrease, there could be an increase in the institutional wage, because then the total product will be shared among fewer persons. In the alternative, the product will be larger as the newly employed person's earnings or part Of.them are added to the family income. An increase in the institu- tional wage will reduce income disparities if we assume that the incomes of higher income groups do not increase. To conclude, although the actual effect of particular technologies on income disparities is a matter for empirical investigation, the foregoing analysis seems to demonstrate that the same factors that cause growth also influence income distribution. Policies designed to influence growth are usually not neutral with respect to income distribution. In fact such policies, when implemented, influence income distribution ipso facto. Ikance there are fairly strong reasons for believing that inacome distribution considerations are beSt explicitly taken into cognizance at the time that policies are fornmlated to increase the rate of growth of agricultural 40 output. Furthermore, there are fairly good practical reasons (like the establishment of fixed assets, and administrative difficulties) for not leaving income distributional questions to be dealt with separately at some subsequent stage. The above two factors reinforce each other in suggesting the advisability of incorporating equity Objectives into growth policies. The Conflict Issue As was mentioned, there is a widespread belief that the Objectives of growth and equity are in conflict with each other, and thus competitive rather than comple- mentary. This implies that trade-offs are involved in pursuing both policies, whether concurrently or sepa- rately. A primary objective of this study is to examine the empirical evidence on this point. This subsection examines the a priori reasons for the possible existence Of a trade-Off with a view to determining its theoretical foundations. The degree of acceptability of the concep- tual framework presented in the following chapter depends on whether a conflict between growth and equity exists and, if so, whether it can be regarded as Significant. A.theoretical background also contributes to understand- ing the interrelationships between growth and equity, ‘when micro studies are analyzed. To this extent it will facilitate an identification of the institutional vari- ables that do or do not Cause a conflict situation to 41 arise. An understanding of the conflict issue could also be useful in identifying socio-economic groups who are potential beneficiaries of agricultural development programs. Hypothetically, the degree of conflict between growth and equity resulting from the provision of sources of income streams would vary with the characteristics of different socio-economic groups. Theoretical and conceptual relationships.--The relationship between agricultural growth and income dis- tribution has been conceptually develOped and historically documented for developed countries. Kuznets has demon- strated that over long periods as GNP increases income disparities are reduced because of the structural trans- formation in the national economy that has accompanied economic growth.1 Some evidence exists that, even in Asian countries, develOpment tends eventually to reduce inequality for Similar reasons.2 Within this argument, the possibility Of conflict between the two objectives arises at a national level in 1Simon Kuznets, Modern Economic Growth (New Haven: Yale University Press, 1966); and Simon Kuznets, Six Lec- tures on Economic Growth (New York: The Free Press, 1959). Recent U.S. evidence, however, seems to indicate that income disparities, both before and after taxes, appear to have increased moderately. 2Harry T. Oshima, "The International Comparison Of Size Distribution of Family Incomes with Special Refer- ence to Asia," Review Of Economics and Statistics (November, 1962), pp. 444 ff. 42 develOping countries from structural rigidities which stem from state intervention, traditionalism, underdeveloped markets, and high rates of population growth (which reduces the coefficient of differential growth). Besides these structural reasons, other (mainly monetary) reasons for a possible conflict between growth and equity Objectives may be of greater relevance in respect to the agricultural sector. These reasons have their basis in the Keynesian premise that the rate Of savings is a function of the level of disposable income. For this reason, high income groups have a higher marginal propensity to save than lower income groups. Henceit is assumed a redistribution of income tends to reduce the savings rate, capital formation, and growth. There- fore, a trade-Off could arise between higher incomes in the present and higher incomes in the future. This is a basic ingredient of the HarrOd-Domar growth model which is a prototype Of post—Keynesian growth theory. Some empirical support for this theory is found in a study of Brazilian macro data, which concluded that the redistri- bution Of incremental income in favor of the middle stratum Of income caused the gross domestic savings ratio . . . . 1 to decrease, even though per capita incomes were rlslng. 1N. H. Leff, "Marginal Savings Rates in the Devel- opment Process: The Brazilian Experience," Economic Journal (September, 1968). 43 Keynes, however, did not regard the propensity to consume as being competitive with investment. Assuming as Keynes does that the aggregate supply function is given, the thesis Of the "General Theory" is that employment is determined by aggregate demand, with the propensity to consume and the amount of investment at a given time as complementary components. Hence, the transfer of hoards ings, or funds earmarked for imported "luxury" goods, to the consumption of those goods that may be produced domestically, have multiplier effects. These multiplier effects would increase effective demand and stimulate the agricultural economy into achieving higher levels of income and employment, given the relatively high income elasticity of demand for agricultural goods in developing countries. If so, then growth and equity would be com- plementary rather than competitive objectives. But Keynes' theory was meant to apply to a depressed, developed, national economy, and not an under- developed, traditional agricultural sector. Even with regard to a developed economy, some doubt exists as to whether an income-leveling policy will significantly help raise consumption and increase employment.1 Con- sumption is less likely to increase in a stagnant traditional economy. If workers are unemployed or lH. Staehle, "Short Period Variations in the Distribution Of Incomes," Review Of Economic Statistics (1937), pp. 133-43. 44 underemployed when idle productive capacity exists, the under-consumption theories probably have a message. But this would hardly apply to a traditional agriculture where output must increase primarily through technological change. Even if idle capacity in productive equipment (like large tractors) exist, the under-consumption theories would apply only if the idle capacity is due to a lack Of effective demand and not to other constraints like the lack of foreign exchange for Spare parts or raw materials, or the absence Of skilled manpower. The Operation of the multiplier in a (traditional) economy where the supply is inelastic is likely to generate inflation rather than growth. Even the notion that income redistribution reduces investment and hence future growth seems Of doubtful validity, especially in a developing economy. There are four broad considerations, one at the level Of pure theory, which question the notion Of a trade-Off, and which when taken together, may weaken it: 1. The theories Of Duesenberry, Friedman, and others do not establish a clear connection between the level Of income and the rate Of savings. 2. When income redistribution is regarded as a redistribution of the sources Of income streams, resources are not transferred from investment to consumption but investments by high income groups, both productive and 45 nonproductive, are replaced by investments by low income groups. 3. Even if the funds are transferred from the savings Of high income groups, this redistribution of personal income is likely to have a positive effect on growth through its functional redistributive effect and the release Of high Opportunity cost foreign exchange resources. 4. From a negative standpoint, the skewness in income distribution which the Keynesian hypothesis seems to advocate for high rates Of growth, may not yield a high savings rate if high income recipients engage in conspicuous consumption instead of saving. The validity of this fourth factor rests upon a definition of savings that may be of limited practical value. Each of these factors will be examined in turn. Taking the first Objection; other hypotheses on the relationship between the level of personal income and the savings rate do not support the Keynesian notion that income redistribution necessarily reduces aggregate savings. With Milton Friedman's permanent income hypothesis,l redistribution of income would not affect savings so long as all families believed the new incomes to be permanent. In Duesenberry's relative income 1Milton Friedman, A Theory of the Consumption Function (New York: National Bureau of Economic Research, Inc., 1955). 46 hypothesis,1 the effect of income redistribution on savings and thus future growth cannot be stated a priori. This is so because the average propensity to save depends on the level of income relative to the national average income, and the effect of income redistribution on savings depends on the specific nature of the relationship between actual and average income. In other theories, savings depend on factors other than the level of income, such as the rate of interest, age Of saver, expected income, etc. The supposedly adverse effect of income redis- tribution On the savings rate, the second Objection, assumes that the redistribution consists of primary income flows already vested, and that this redistribution will be accomplished through fiscal policy. In this case, differences in marginal propensities to save between high and low income groups could cause the redistribution to substitute consumption expenditure for investment expenditure. However, when the redistribution refers to the provision of sources of income streams, investment by high income persons is replaced by investment by low income groups. Besides, small farms make up such a large pro- pxution of the rural acreage that an increase in 1J. S. Duesenberry, Income, Saving and the Theory (If Consumer Behaviour (Cambridge, Mass.: Harvard Uni- versity Press, 1949). 47 productivity on these farms is likely to have a signifi- cant effect on output. Moreover, the redistribution of sources of income streams also minimizes the possible adverse effect of income redistribution on incentives Since Whatever adverse effect such transfers may have on the incentives of high income groups are Offset by the Opportunities created for low income groups. Furthermore, the growth in agricultural output per se can have equity effects because it increases the supply of goods for which the income elasticity of demand is relatively high, from 0.6 to 0.9 percent.1 The bene- fits would be negated, however, if the shift in the 7 supply schedule results in a more than proportionate fall in the price (due to the inelastic nature of the demand curve) and thus smaller incomes to farmers. But this is unlikely because of the interdependence between supply and demand factors in the underdeveloped rural economy. The level of per capita income in the rural economy is largely determined by the level of agricultural output; per capita income cannot increase without an increase in agricultural output. Consequently, a supply shift in agricultural goods will, through its effect on per capita income and high income elasticity factors, actuate an outward demand shift which dampens the price-reducing lMellor, Agricultural Development, Op. cit., pp. 73-77. 48 effectof the initial supply shift. Even if prices do fall, real incomes do not decrease if unit costs are reduced proportionately more. Trade-offs could arise, however, if within a given time span relatively high return private investment is replaced by relatively low return public investments in rural infrastructure. Since such investments tend to yield lower returns over a longer period, their discounted present value would be lower, given a discount rate that reflects the scarcity Of capital and the urgency of the need to develop. Also, public investment in regions where infrastructure is weak would, by being deprived of "Marshallian" externalities that derive from physical propinquity like pools of skilled labor, common services, infrastructure, etc., yield a lower return per unit of capital investment. This is what Gunner Myrdal refers to as the "backwash effect," in terms of which externali- ties Of infrastructure cause capital to pour into the more advanced "development poles."l Even if the funds transferred to low income farmers yield a rate of return per unit of capital invest- ment that is equivalent to that which might have accrued to high income investors, the differences in marginal ,pIOpensities to consume is likely to result in the lower 1G. Myrdal, "The Inequality Issue," in The (Shallenge of WOrld Poverty (New York: 1970), pp. 49-77. 49 income persons spending on consumption a larger portion Of the incremental income generated by their newly acquired sources Of income streams. Third, if progressive taxes transfer funds from high income groups to low income groups for consumption, this redistribution of personal income could, though not necessarily, have favorable effects on growth through its effect on the functional distribution of income, and the reallocation Of high Opportunity cost foreign exchange resources from consumption to investment. If progressive taxes are utilized to redistribute income to,lower income groups, this would transfer control over real resources from persons with a relatively high marginal prOpensity to consume income elastic (luxury) goods to those with a relatively high marginal propensity to consume the more income inelastic (basic) goods. If luxury goods have a high import content, and basic goods a low or nil import content, such a transfer would shift outward the demand curve for domestically produced income inelastic products like food. To the extent that the foregoing is valid, such a transfer has a potential for reducing unemploy- ment, and thereby income disparities, in the following ‘ways.. First, it achieves a functional redistribution (i.e., an increase in the share of labor in the total ‘product) by increasing the demand for goods that have a Iiigher domestic labor content. An increase in the demand 50 for basic goods implies that these goods can be produced locally and by relatively more labor-intensive methods of production. The increase in the demand for goods with a higher labor content contributes to reducing unemploy- ment, and therefore reduces income disparities (on the assumption that the income of higher income groups do not increase). Second, the shift away from goods that have a high import content releases foreign exchange resources for the impOrt Of capital goods, and therefore increases employment potentials in the economy. These two favorable effects on unemployment actuate a third indirect effect on income disparities by exerting an upward pressure on the institutional wage, which is the average product per household in the rural sector. Thus reduced unemployment not only reduces income dispari- . ties directly by providing persons with low MVPs with employment and incomes, but also ceteris paribus, reduces income disparities by increasing the institutional wage. A qualification to the foregoing argument exists. All movements toward a more equal income distribution will not necessarily increase total.employment unless relatively labor intensive final goods are also labor intensive with regard to intermediate goods in comparison With capital intensive final goods. Also, there must 51 be no significant degree of involuntary short-time work- ing in the labor intensivesector.1 Mention might be made of the "Economy of High Wages" factor in terms of which higher consumption levels could lead to better nourishment and hence higher pro- ductivity levels. In this case a rise in real wages becomes another form of investment.2 Fourth, the Keynesian hypothesis with regard to savings and income levels seems to advocate a skewed distribution of income for a high rate of capital forma- tion and growth. However, there seems to be a growing consensus that the level Of income does not affect the savings rate in developing economies. The proposition that savings is not a function of the level of income has been strongly supported by several writers, including the authors Of the ILO studies on Columbia and Ceylon.3 These writers have taken the position that in developing countries income constitutes a means Of purchasing 1John Weeks, Employment and the Distribution of Income (unpublished; Brighton: Ms. IDS, 1972). 2Myrdal seems to attach considerable, and prob- ably exaggerated, importance to this factor. Myrdal, Asian Drama, 9p: cit., Vol. II, p. 745 ff. 3See Dudley Seers, "New Approaches Suggested by the Columbia Employment Programme," International Labor Review (October, 1970), as well as V. K. R. V. Rao,. ”Re-distribution Of Income and Economic Growth in Under- developed Countries," in Income and Wealth, Series X (1964). This same point has also been made by Kaldor and Myrdal in UN Publication E/CN/S/AtlB/R3/Addl. 52 status and hence gets disassociated from production. Thus despite the skewed distribution, the savings rate remains low and the rate Of growth is consequently slow. However, these theories tend to become merely academic, and lose their practical usefulness for policy if "savings" is defined to include both actual and poten- tial savings--a distinction which corresponds to the dichotomy between voluntary and forced savings. The foregoing theories attempt to explain actual and volun- tary savings. Potential savings refers to funds that would have been spent on "nonessential" consumption and "nonproductive" investments like land speculation, and are potentially available for conversion into public savings through taxation. In this case the savings potentially available will depend on (a) the private expenditure that is normatively, though not necessarily arbitrarily, deemed by the state to be nonessential or socially unproductive and (b), the prevalent level of income. Thus if the voluntary savings rate is low, and public investments are needed for agricultural deVelOpment, savings could be "generated" through taxes. To regard savings as the surplus above "necessary" consumption appears to be realistic if, as in the case of Sri Lanka, the distribution of wealth fails to match the distribu- tion of real political power. However, public savings :mnst in the long run depend on an efficient fiscal system and a widening tax base. 53 Some writers also discount the possibility of a conflict between growth and equity Objectives on the basis that redistributional policies promote social and political stability and thereby create a climate suitable for investment and growth.1 This expectation seems valid only if we assume a more or less fixed standard of living with an upward moving level of living that pro- gressively closes the gap between attainment and desires. But this belief does not seem to have empirical validity, as distributional policies could widen the gap between levels and standards of living by activating latent needs. This could bring into existence social discontent which did not previOusly exist, not because there was no cause, but because there was no hope. One summary of the evidence on the relationship between growth and equity was presented at AID's 1970 Spring Review of Land Reform where E. Lang noted: The most important finding of the review is that the social and political goals Of wider dis- tribution of Opportunity, power, and employment among farm people are not in conflict with increassd agricultural productivity and effi- ciency. 1See, for instance, ILO, Towards Full Employment, 0 . cit., and G. Myrdal, "Differences in Initial Condi- tions," Asian Drama, Op. cit., Vol. I, Chapter 14. 2Quoted in report on subsession by Peter Dorner, "Discussions on Equity and Productivity," in the American JOurnal Of Agricultural Economics (December, 1970), P0 7170 54 Probably, the degree Of conflict between the goals will depend on whether the groups at whom agricultural development programs are directed are willing and able to utilize such technology to increase their productivity and levels of income. Some groups at the very low level of the income spectrum or having paddy lands Of very small size probably would be incapable of utilizing the sources of income streams for the purpose of generating greater income flows. This may be due to low levels of ability, inadequate lipdw.or other factors. If so, the extent to which technology can promote both growth and income distribution Objectives will depend on the recep- tivity to and responsiveness of different groups to agricultural modernization. Conflict is likely if the groups are not responsive. Therefore the degree Of success in achieving both growth and equity Objectives, and the degree to which they are complementary, appear to depend On the judiciousness with which policies are focused. Summary and Conclusions The foregoing analysis has demonstrated that techno- logical change constitutes a link between growth and income distribution. The main source of agricultural growth is net reduced productivity slack (i.e, more efficient allocation, or more investment in traditional inputs), _———- * * *"——__— 55 but new technology-—modern, Off-farm, purchased inputs, that embody scientific knowledge. Technology links growth to both functional and personal income distribution. Technology directly affects the functional distribution of income, depending on whether it is labor-saving, neutral, or capital-saving. The precise effect of technology on functional distribu- tion depends on the nature of the shift in the production funciton that such technology actuates. For this analy- sis, however, the functional distribution of income is important, not for its own sake, but only insofar as it influences personal income distribution. The link between agricultural technology and personal income distribution arises from the following factors: (a) Most agricultural technology has to be produced Off-farm (because it can be produced more cheaply under large-scale specialized conditions) and marketing channels therefore need to be developed to bring such technology to traditional farmers. Externalities, indivisibilities, and uncertainties with regard to technological change make public production and distri- bution necessary. Public funding to provide inputs and complementary infrastructure through progressive taxation has redistributive effects. 56 (b) The acquisition of technology by farmers has income effects, directly through the impact of such tech- nology on productivity and employment, and indirectly through its influence on the institutional wage. Technology, the primary source of agricultural growth, therefore is not usually neutral with respect to income distribution. In fact, implementing policies for promoting agricultural growth implicitly affects income distribution by increasing or decreasing income dispari- ties, either relatively or absolutely. The same . instruments that promote growth can be utilized to move toward a more desired distribution of income. Conse- quently, it seems advisable to explicitly take income redistribution objectives into cognizance at the time policies are formulated to increase Output. This con- clusion seems reinforced by the practical difficulties of leaving income distribution questions to be dealt with at some later stage through fiscal policies. These difficulties include the possibility Of conflict between the policy goals Of growth and equity, the establishment of fixed assets, and administrative insufficiencies affecting the efficacy Of fiscal policies. As a corollary conclusion, income distribution should not be regarded as a matter exclusively for fiscal policies, to be carried out independently of policies designed to increase output. 57 To the extent that the foregoing is valid, a major task of planners is to identify groups, on the basis of some homogeneous characteristics, who are to be the beneficiaries Of policies, and that agricultural development programs should be focused on these specific socio-economic groups. This conclusion would be sup- ported by the position, if valid, that the degree of conflict between growth and equity will vary with different socio-economic groups. Therefore, the degree of success in achieving growth and equity Objectives, and the degree to which they are cOmplementary or com- petitive, partially depend on the judiciousness with which such policies are focused. CHAPTER III CONCEPTUAL FRAMEWORK FOR RESEARCH The conceptual framework relies on the belief that technological changes cannot be isolated from socio- political milieu. Gotsch1 has proposed that the effect of technological change on income distribution be ana- lyzed within the conceptual framework of four broad interacting variables: (1) the characteristics of "abstract" technology (efficiency and factor intensity); (2) the absolute magnitude and distribution of productive assets (land tenure factor); (3) the type and distribu- tion of institutional services; and (4) local social Customs and traditions. This conceptual framework (a) shows how the characteristics of technology, local insti- tutions, and the rural social structures are related to each other at a point in time, and (b) how these rela- tionships can be expected to evolve in a dynamic rural system. The conceptual framework prOposed here utilizes Gotsch's variables but adapts their arrangement and flow 1D. H. Gotsch, "Technical Change and the Distri- bution of Income in Rural Areas," Economic Development .Re ort, NO. 205 (Cambridge, Mass.: Centre for Inter- natlonal Affairs, Harvard University, 1971). 58 59 directions to suit the purpose in hand, which is a review and analysis of micro level studies. The frame- work is Of a hierarchical nature, with two broad sets of (primary) variables, which interact at the local level to determine the distribution of personal income and agricultural growth. These two sets Of variables have their basis in other (secondary and tertiary) variables which determine their efficacy, efficiency, viability, and character. These secondary and tertiary variables could also determine the focus of the primary variables. The framework is valid primarily.in.a shOrt,run (fivew year) situatiOn.. The conceptual framework is diagrammed in Figure l. The two sets of primary variables that interact to determine personal income distribution and growth in agriculture are: (1) technology, and (2) institutional- organizational factors.l Technology The effect of a technological change in agricul- ture on inter-farm income distribution would depend on the nature of the technology itself. Thus if the ‘ 1As with Gotsch, ibid., and Schultz, O . cit., institutions are treated as variables. Subscr1ption is made to the belief that small farmer development has to be studied in the context of surrounding economic and Political processes. See also Walter E. Coward and Wayne Schutjer, "The Green Revolution: Initiating and SuStaining Change," in Civilizations, Vol. 20, NO. 4 (1970), pp. 473-83. 6() Ann—«002 EH03 H1303 g .3HEOA no aha—Pagan Auoaoduom. ouauuonum goon: 05.3.55. upououm noduuusoaoHnEH A .aoa»«ao~ nuance ofluawuoaom Manda—":0 annum 23335.»: 2.3 gunman H Hm mewmsow P. memawrwfl H“ 3.225. 23:35 33331 30332233 0: on a o» no u Bonuses: annexe—nae u an m «a who mhmwmuwW mazux=oczm momsomme soroHOactm sauntaaca resort EOHEEHEWZH lzgmo HOSOZZUNF mg...— I I e was mogoam oma<>m 80¢. Bamboo AtmDPADUHMU< .lll'l'l' MtoozH A<=omflbml no onSmHmemHD nodusnauunwo @5005 «En unease wcauoouuc meanness, uo nuauOOOumo cows—yon amaze—noduaaofl ans—33m :37 uuonm 9.1.0:...“ xugoauum Hmsumuocoo I... 0.5.5.: 61 technology is capital intensive it will be biased against the capital-poor farmers or, if it requires water control, it will favor farmers with irrigated farm land. _Technology has two main asPects to it: (a) the level and change in the efficiency factor, and (b) the input intensity factor. The efficiency factor refers to the physical productivity of inputs. It is the purely technical engineering notion of the ratio of physical output to physical input. Gotsch states with regard to this: . . . a critical.ingredient to.any broad-based rural development effort is a significant improvement in the value-added by agriculture . . . the increase to resources owned needed to overcome the reticence of traditional farmers to innovite must be on the order of 30 to 50 percent. Changes in efficiency may be due to the broader use or Optimal use of existing technology, or due to innovations that are new to the system. The second aspect Of technology relates to factor intensities. This has its origin in the Hicksian theory2 as applied to agriculture by Heady,3 and postula- ted in a Cobb-Douglas world which assumes constant returns to scale, constant product prices, equilibrium in the lGotsch, Op. cit. This is consistent with the findings Of Dobbs who considered a return of 25 percent necessary if new practices are to be adopted. (J. L. Dobbs, NO. 1, Appendix A.) 2Hicks, loc. cit. 3Heady, loc. cit. 62 factor markets, and two factors of labor and capital. Then, a change in technology which affects the relative shares imputed to the two factors in the total product may be classified as labor saving, neutral, or capital saving, depending on whether the change increases the marginal productivity of capital by relatively more, in the same proportion, or relatively less. These two aspects determine the divisibility Of technology (i.e., the scale factor) and their potential for generating externalities (i.e., creating a divergence between private and social returns). Technology in this framework is determined by the state Of scientific knowl- edge, and by policies such as the extent and type of research funded, interest rates for capital investment, the level at which the rate of exchange is fixed, and a wide spectrum of fiscal policies, such as investment credits, tariffs, and depreciation allowances. Institutions The second set of variables is the institutional variables (including organizational factors) which interact in the conceptual framework with technology to determine. income distribution and increases in output. These institutional variables are of two types. First are the subjective institutional factors like social values, farmer goals, rural perceptions, etc., that stem from culture and religion. These factors affect receptivity 63 to innovation and the desire to change. The other compo- nent is the subset of objective variables that create the Opportunities for farmers to be gplg_to change. These include tenure conditions, credit availability, price supports, and the whole gamut of factors that can be manipulated through programs for agricultural develOpment. The framework recognizestnu>aspects to programs--the design Of programs, and the efficacy with which they are implemented. Thus, well designed programs may not yield desired performance due to unsatisfactory implementation. Organizational variables are an appendage of institutional variables because the viability of organizations are to a large extent determined by the rules under which they operate; i.e., institutions. Thus, organizational performance to a considerable extent is determined by organizational rules. Resource Endowments Resource endowments have been included in the con- ceptual framework, and some resources are shown to be capable of influencing and be influenced by both primary variables of technology and institutions. Two categories Of resources can be distinguished. One category consists Of immutable factors, the other of changeable factors. Some resources like the number of monsoons or amounts Of sunlight may be given and unchange- «able either because change is technically infeasible or 64 because it is economically unprofitable, even though tech- nically feasible. Hence a conceptual differentiation separates those factor endowments that can be changed (e.g., through irrigation, fertilization, etc.) and those that cannot. The flow directions in Figure 1 indi- cate that resource endowments send relative price signals on the one hand, and directly contribute to the final resource mix available on the other. Recent writings, based on empirical research, propose that factor endowments, technology and human capital, account for 95 percent of labor productivity growth and labor productivity differences.1 The concep- tual framework recognizes that resource endowments could influence both technical and institutional changes. Such recognition infuses into the framework the fundamental notion in the Hayami-Ruttan induced development model, that institutions and technology can be endogenously determined by relative prices. To say that these primary variables are endogenously determined proceeds beyond T. W. Schultz's high pay-Off input model in which they are exogenous and unresponsive to economic forces. In the Hayami-Ruttan induced development model, factor endowments could generate relative prices that provide ‘ lYujiro Hayami and Vernon W. Ruttan, "Sources of A9ricu1tura1 Productivity Differences Among Countries," in Agricultural Development: An International Perspective (Baltimore: John Hopkins Press, 1971), pp. 86-107. 65 appropriate signals to public. and private sector sup- pliers Of knowledge and technology, and stimulate the responses of institutions to new economic Opportunities. For instance, the desired physical properties Of plants can be predetermined by policy makers, and the research biologists can then be asked to design such a plant.1 However, while relative prices gppl§_send such signals to innovate, it does not follow that they actually do so successfully. Evidence exists that economic signals have not succeeded in influencing the design and focus Of programs, policies, and laws that determine the nature and type Of institutions and technology. In fact, numerous instances can be cited where capital intensive technologies have been accepted in labor abundant situations.2 Hence the conceptual framework would be defi- cient for analyzing real world situations if it failed to take cognizance Of the possible lack of efficacy of relative price signals in actually influencing the policies of public and private agencies. Part Of the discrepancy between what is and what should be may be attributable to the fact that the induced development 1The process referred tO as "biological engi- neering" by the Rockefeller Foundation. 2See the instances cited by Eicher, Gotsch, and Falcon, loc. cit. ' 66 model is built upon the foundation of shadow rather than market prices.1 Shadow prices are invisible prices that have to be painstakingly discovered through careful analysis and computation. Whether social shadow prices convey appropriate signals to public and private agencies. depends on whether such agencies choose to discover them in the first place and whether, having done so, choose to use them for policy guidance. The Distribution of Power The conceptual framework proposed here seeks to explain the factors that actually influence the type and nature Of technology and institutions as they exist in the real world. This it does by tracing back through policies and laws to their source, which is the distri- bution of real political power. As the lines of interaction indicating flow directions suggest, whether the (shadow) price signals do influence technology and institutions, and the extent to which they are successful in doing so, depends on whether they are permitted to do so by vested interests and the political process. Since both technology and institutions determine relative lTime lags may also partially account for a lack of response in the short run. ' 67 property rights,1 those who hold power can be expected to perceive policies, laws, the distribution of new flows of productivity, etc., as possible threats or reinforcing to their existing position. Dorner recognizes this when he says: The Significant distributional questions are not those defined by marginal productivity theory, but those concerned with economic and political ' power and the patterns Of resourge ownership and control to which they give rise. A recent publication by Nulty arrives at essen- tially the same conclusion with regard to technical changes in west Pakistan. Nulty3 says: Technical innovations in and of themselves would appear to be insufficient to the demands of development; they inevitably force some kind of adjustment in prevailing institutional relation- ships and the outcome of this adjustment is likely to be determined by the distribution Of political power and the relative political awareness of the affected groups. Thus the conceptual framework recognizes that, since the relative level of technology among users, and the relative rate at which users and potential users of improved technology adopt it, determine relative rights, the question of who should gain and who should lose is ultimately a political decision. . 1Warren Samuels, Welfare Economics, Power and Property, Department of Economics, Michigan State Uni- ver31ty. (Mimeographed.) 2Dorner, Op, cit., p. 718. 3Leslie Nulty, The Green Revolution in west Pakistan:- Implications of Technological Change (New York: Praeger, 1972). 68 Similarly, with regard to institutions the frame- work demonstrates that the distribution Of income and ownership Of productive assets must ultimately reflect (and later interact with) the distribution of real political power. The nature, design, and responsiveness of institutions cannot adequately be explained solely in terms of relative prices. The nature, design, innova- tiveness, focus, and radicalism of policies and programs that modify institutions, and the degree of effectiveness with which such policies and programs are implemented, can (must) ultimately be explained in terms of the actual and expected distribution Of real political power. Given resource endowments, the primary variables of technology and insitutions interact in the conceptual framework to influence the quantity and mix Of resources finally available for increasing output and the produc- tivity Of low income groups. Constraints The exogenous constraints identified are probably valid only in the short run (five years). They are: (a) Cultural factors, including religion, which are the subjective institutions which influence the farmers' receptivity to new technology. This variable recognizes the importance Of the farmers' subjective evaluation of the technology, and that the success of programs depends 69 on the response of people at whom they are directed.1 The flow directions indicate that the urgency associated with increasing paddy productivity does not permit the modernization of farming communities through a change of existing culture and values to modern practices. (b) The state Of scientific knowledge limits the type, quality, and variety of the technology that can be pro- duced. (c) The level Of skills of experts and administrative personnel will have a pervasive limiting influence on all of the relevant variables. Focus of Variables The framework develOped here can be used to ana- lyze the reasons for both growth and income distribution in agriculture. This stems from the assumptions that income distribution in developing countries should be dealt with by increasing the productivity of low income groups, rather than through transfer payments using the device of fiscal and welfare policies. While increasing output depends on the quality of policies and programs and their implementation, their consideration for income distribution hopefully only requires in addition that legislation, policies with regard to factor intensities, 1C. R. Wharton has discussed the importance of this factor in "Risk, Uncertainty and the Subsistence , Farmer" (paper presented at the Joint Session of the American Economic Association and Association for Compara- tive Economics, Chicago, December, 1968; mimeographed). 70 and the design of programs be given a focus--i.e., be directed at preidentified economic groups, and reflect a concern for gppsg productivity should be increased. This is a matter for subsequent verification. To the extent that this is valid, the framework illustrates that the same instruments (variables) that have a potential for increasing growth may, if appropriately focused, be made to contribute toward a desired distri- bution of income. This it does through changes in the relative control over resources exercised by the pre-\ identified groups. Whether programs and policies gill_be focused is a political decision. But whether programs and policies ggp be focused will depend on: (a) the divisibility of rice technology (scale factor), (b) the magnitude Of externalities involved (divergencies between private and social benefits/ costs), (c) the extent to which institutional and organi- zational variables can be designed to capture economies of scale and internalize (externalize) enough of the external benefits (costs), given the small size and large number of producing units (households), and (d) the extent to which (at least the) early benefits can be concentrated in the target groups. 71 Conclusion The two primary variables of technology and insti- tutions interact to determine both agricultural growth and the distribution Of net benefits. These variables are endogenously determined, through the interaction of the resource endowment situation with the power distribution. The distribution Of power and the attitudes (values) of those who wield it, have a dominant influence on the extent to which relative prices influence the design and focus of agricultural develOpment programs and laWs, as well as the manner in which they are implemented. Thus the conceptual framework recognizes that the extent to which relative prices could influence the various variables depends ultimately on the pattern of distribution and use of real political power. The effectiveness with which political power can bring about desired results is limited by the exogenous constraints of culture, the state of scientific knowledge, and the skills or lack of them on the part of experts and administrators. The conceptual framework presented has attempted to compromise between the need for consistency with the intricacies of the real world, and the need for a rela- tively simple tOOl for analytic application. The number of permutations have been kept to a minimum through a hierarchical arrangement, a distinction between primary and nonprimary variables, and a short run perspective. 72 The short run perspective makes it possible for the primary flow lines to be the only ones shown. In the long run other lines of interaction would be needed. CHAPTER IV AN IDENTIFICATION OF EQUITY NORMS AND PROGRAM OBJECTIVES Introduction In order to incorporate equity goals into pro- grams for agricultural development, these goals must be stated in concrete Operational terms, with primary refer- ence to Sri Lanka. This indicates the direction in which to proceed, suggests the relevant measures of inequality, and helps identify the groups for whom the programs should be focused. Program objectives serve as a link between political values and program specifications. The char- acteristics of programs cannot be determined directly from a social welfare function.1 If program specifica- tiOns are regarded as inputs, and program Objectives the output, these inputs would have to be translated into outputs so that they can be evaluated with reference to 1Charles L. Schultze, The Politics and Economics of Public Spending (Washington, D.C.: The Brookings Institution, 1968), Chapter 4. R. N. McKean states with regard to the social welfare function: "There is no mysterious, unique set of 'correct' group of goals that can be identified by think- ing deeply Of reading the right books, or turning over the right rock." Public Spending (New York: Mc Graw Hill, 1968): P— 4. 73 74 political values. If we work downward, therefore, we go from political values (norms) to program Objectives (social outputs) to program specifications (inputs). Questions relating to income distribution his- torically have posed difficulties for economists. The classicists subsumed the institutional variables in ceteris paribus. Income redistribution involved inter- personal comparisons Of utility which did not permit objective or reliable measurement. This difficulty led positivists like Lionel Robbins to regard economists as being "social" engineers or technicians, who are neutral between ends, which they must regard as given.1 If so, however, "an economist would have nothing to say about the merits of policies, and this would have virtually ruled out his education and policy role."'2 In dealing with such interpersonal comparisons, a rough guide can be found in the Kaldor-Hicks compensa- tion principle as refined by Scitovsky.3 According to this criterion, policy is socially desirable if the gainers can potentially bribe the losers into accepting the change and if, in turn, the losers cannot bribe the lLionel Robbins, An Essay on the Nature and Sig- nificance of Economic Science (2nd ed., 1952; London: Macmillan, 1935), p. 30. 2Luther Tweeten, Foundations of Farm Policy (Lincoln: University Of Nebraska Press, 1970), p. 503. 3Tibor Scitovsky, "The State of welfare Econom- ics," American Economic Review, 41, pp. 303-15. 75 gainers into not making the change. In effect this con- denses to recommending policies if the social benefit- cost ratio.is greater than one. The process of ensuring that the Scitovsky cri- terion is satisfied does not assume significant prOportions in this study for several reasons. For one thing, income redistribution is conceived in terms Of redistributing sources Of permanent income streams. If appropriate groups utilize these sources to generate as much income flows as previously, the resultant increases in produc- ‘tivity (and possibly employment) could stimulate a cumulative spiral of develOpment, the gains from which are likely to be so great and widespread that the losers would be unable to bribe the gainers in terms of the Scitovsky criterion. Secondly, this conclusion is rein- forced if it can be assumed that the marginal utility attached to-a monetary unit is greater for low income groups than it is for high income groups--the rationale used for the initial redistribution Of income streams. In any case, the social welfare function, as manifested in the Objectives of the Five Year Plan (quoted below), palpably indicates that income disparities should be reduced. Income Distribution Objectives in Sri Lanka The equity goals of the Five Year Plan have been clearly stated: 76 While the immediate social objective of the Plan is to provide employment, it also aims to bridge the disparities in income and living standards by raising the income and living con- ditions of the low-income households. This goal of reduced income disparities implies in nega- tive terms that income disparities should not be permitted to increase. This statistically translates into making the Lorenz curve in Figure 2 an outer bound for income inequality, thus endowing it with significance for policy. While stating positively that income disparities should be reduced, the Flag fails to expreSsly indicate a norm. Nevertheless it can be inferred that it is pgp_ a policy goal to reduce income disparities to the point that it disappears altogether. That absolute equality is not a norm can be inferred from the many references in the Plan to the need to "encourage . . . the cultivator," 2 These state- and to provide "incentives" to "work hard." ments, which emphasize incentives and rewards for added effort (including risk bearing), tend to be incompatible with an absolute equality norm. ‘Absolute equality in incomes is antithetical to incentives because Of its ten- dency to generate externalities that encourage free riding. The conclusion that emerges from a statistical standpoint is that the line of equal distribution (Figure 2) fails to assume normative significance for policy 1The Plan, p. 2. 2The Plan, p. 36. 77 Figure 2. Lorenzo Curve of Distribution of nurel Inna-e end Paddy Holdings p Percent of Total Ineoee/Icrpege umtmmmmhlnp Source: Seeio-Roonenie Qurvey 1972. Figure 3.1noome of floueehelde 1n the Rural sector Ho¥§3§§1de 9+... 6d 1n o ' Hw—qiifiwm ““3305???" Source: Soelo-Boonoeio Survey 1972 78 formulation. Even the principle of equal Opportunity (or equal access to sources of increased productivity) is not necessarily compatible with the goal of reducing income disparities. Given the initial inequality, the application of the equal Opportunity principle could merely reinforce or increase the extant disparities in income. This suggests that the goal of reducing income disparities requires that disadvantaged groups receive privileged treatment. This gives added credence to the hypothesis that agricultural development programs should be focused upon specific preidentified socio-economic groups. Some Relevant Measures Of Income Distribution This subsection will examine complementary measures of income distribution that seem to be relevant to the Objectives of the study, and useful in defining program Objectives. These include the frequency distri- bution, Lorenz curve, and poverty rate. The discussion will be in the context of the distribution of household income in the rural sector of Sri Lanka.. Table 4.1 indi- cates the distribution of income in the rural sector by size brackets of income Of households. The data Show that 46 percent Of households in the rural sector receive incomes of less than Rs. 200 ($34) per mensem, while over 80 percent receive incomes TABLE 4.1.--Distribution of Households and Total Income by Income Groups in the Rural Sector. tlmxmm. Ibtal Groups No. of 8 of Income % of (Rs.) Households Households (Rs.) ”Income Below 100 142,500 9.4 10,671 2.7 100-199 554,800 36.7 82,138 20.6 200-399 558,600 37.0 154,270 38.6 400-599 I 167,200 11.1 79,958 20.0 600-799 57,000 3.8 37,208 9.8 '800-999 .17,100 1.1 15,632 3.9 1000 and over 14,280 0.9 17,529 4.4 Total 1,511,450 100.0 399,406 100.0 Source: Extracted and synthesized from Socio-Economic Report, Department of Census and Statistics, Colombo, 1971. of less than Rs. 400 ($68). The data are graphed in Figures 2 and 3. Whether the achievement of a normal distribution of income should be an objective of policy will probably depend on the validity of the "untestable" hypothesis that innate abilities are normally distributed, at least within homogeneous ethnic groups. If so, a skewed distribution results from socio-economic, institutional factors.1 Asymmetry could be attributed to a multiplicity of reasons, some relevant to traditional agriculture, including attitudes of different persons toward uncertainty-bearing 1This theory was propounded by A. L. Bowley, "The National Income in the U.K.," Economica (1933). 80 (Friedman)l wealth inheritance, mainly land (Fisher),2 distribution Of educational Opportunities (Becker),3 and access to, and distribution of, institutional Services (Gotsch).4 As stated, the Lorenz curve in Figure 2 provides an outer bound for income disparities, but the line of equal distribution fails to provide a limiting case. Hence the desired pattern of income distribution must lie somewhere in the concentration area. The exact sta- tistical location Of the norm will depend on a definition of a poverty line and poverty rate, which together deter- mine the poverty gap. . The concept of the poverty rate is supplementary to the measures just discussed, and is tied to the notion of a poverty line. Once a poverty line is defined, the proportion of the total pOpulation (households) below this line Could constitute the poverty rate, while the 1Milton Friedman, "Choice, Chance and Personal Distribution Of Income," Journal of Political Economy (August, 1953). - 2Irvin Fisher, Elementary Principles Of Economics (New York: Macmillan, 1912), where he attributes a skewed distribution to "inheritance, constantly modified by thrift, ability, industry, luck and fraud." 3Gary S. Becker, Human Capital (New York: Columbia University Press, 1964), pp. 61-66; also Gary S. Becker and Barry R. Chiswick, "Education and the Dis- tribution Of Earnings," American Economic Review (May, 1960), pp. 365-68. 4 Gotsch, loc. cit. 81 poverty gap would refer to the income it would take to reduce the poverty rate tozero.1 According to Schickele the poverty line is at the levelof income at which a ‘family suffers.from lack of certain minimum needs, and which he says the economist should regard as given. He says: Clearly, the concept of the 'poverty line' is not a subjective or arbitrary judgement of some individual, but represents a consensus of society, based on studies of consumer budgets, on what peo- ple concur to consider necessities of life in their country and at the present period of time. This socio-economic consensus is evidenced by 7 general public acceptance and by legislative or administrative action with reference to,the pov- erty line and renders it 'Objective' in the same sense as many other institutional facts such as .standards Of individual and group behaviour estab- lished by faw or custom are Objective facts to an economist. If we accept the findings of the ILO Repprt on Sri Lanka, we can fix the poverty line at Rs. 200 per mensem, or Rs. 2400 ($600) per annum per family. The Report states: . . . In Ceylonese conditions the income level of Rs. 200 per month per household may be taken as above the poverty line, at least amongst those with medium or small families. The minimum estimated to be required for adequate nutrition of a family of two children was Rs. 178. The poverty line falls generally somewhere in the Rs. 100 or Rs. 200 group, depending on size (and composition) 3f family and on living costs in particular areas. 53. lSchickele, Agrarian Revolution, Op. cit., pp. 49- 2Schickele, "Improving Income Distribution," Op. cit., p. 15. BILO, Report, 9p. cit., p. 35. 82 This conclusion is supported by an earlier study1 which arrived at the same poverty line, but for an average family of six persons. The Objectives of the Flag, however, evidence a concern for a broader class in the income spectrum; namely, those receiving less than Rs. 4800 per annum ($800), who constitute 80 percent Of households. Hence while Rs. 2400 may be a povery line, Rs. 4800 may be regarded as an adequate level of living line. The arithmetic mean for rural household incomes from paddy cultivation is Rs. 157 ($26) per.mensem or Rs. 1880 ($313) per annum, as Shown in Table 4.2. The measures of income distribution discussed and data on incomes will be utilized for the purpose of identifying program Objectives in the following sub-section. Output Objectives As stated, program Objectives constitute a link between the social welfare functiqn as manifested in the Objectives Of the Flag, and the program characteristics that have yet to be Specified. These program Objectives could be expected to have two components; a growth com- ponent, concerned with efficiency, and an equity component designed to give the program a focus. A base will need 1T. Jogaratnam and Rainer Schickele, Practical Guidelines to Agricultural Deve10pment Policies in Ceylon (Peradeniya: Agricultural Economics Research Unit, Uni- versity of Sri Lanka, 1970). 83 TABLE 4.2.--Household Income Received Annually from Paddy Cultivation. Imputed Value NO. Of Total Average Income Money Income Of Paddy Income Income Receivers consumed (Rs. '000), (Rs. '000) (Rs.'000) (Rs.) 551,000 68,734 17,476 86,210 156.73 Source: Extracted from Socio-Economic Survey data, Department of Census and Statistics, Colombo, 1971. to be identified in respect to each Of these components in order that the desired change, as embodied in the progam Objectives, may be measured. The Objectives with regard to the output Of paddy are stated in the Agriculture Sector Program, as in Table 4.3. Given the time horizon of the Plgp (five years), over 80 percent Of the total increase in output is expected to come from land already under paddy. Paddy output is expected to increase by roughly 40 percent, over present levels in traditional areas, and by around 10 percent on newly develOped lands in the Dry Zone. As mentioned, scarce water and low population density in the Dry Zone require that output expansion in that region be brought about through medium and long term capital investments in irrigation and colonization schemes. In absolute terms, the required increase in paddy output 84 TABLE 4.3.--Output Target for Paddy.. 1972 1973 1974 1975 1976 On land now aswedhmmised (million bushels) 77.0 90.0, 95.0 101.0 107.0 On land newly aswedhumised (million bushels) 1.0 4.0 5.0 6.0 9.0 'Ibtal 78.0 94.0 100.0 107.0 116.0 Less 10% for seed, etc. 70.0 85.0 90.0 96.0 104.0 Source: Agriculture Sector Programme, The Pigs Year Plan, Ministry of Planning and Employment,COlombo, 1971. from presently cultivated paddy land is about 30 million bushels (80 percent) by 1976. Equity Objectives Program Focus When income distribution is conceived of in terms of redistributing low priced sources of permanent income streams, achieving equity objectives could reduce essentially to a matter of focus. Groups will need to be identified on the basis of some homogeneous economic characteristic(s) toward whom programs could be directed. Identifying such groups is also important because Of the presumption that the degree of congruence between the twin goals of growth and equity will depend partly on the success with which such groups are chosen. This implies that some groups at a very low level of the income spec- trum, or having paddy holdings of very small size, may 85 be incapable, for technical or institutional reasons, of utilizing the sources of income streams for the purpose of generating sufficiently increased income flows. Technical reasons may stem from limits to divisibility in technology, for instance, while other reasons may be. such factors as low levels of intelligence, poor health, kfi‘ extreme traditionalism, etc. Therefore, as was concluded in Chapter II, the degree of complementarity will depend 5 on the receptivity to and responsiveness of different WI; groupings to agricultural innovation. Hence the success of agricultural develOpment programs will depend nOt only on the Specifications of programs and their manner of implementation, but also on the judiciousness with which such programs are focused. When programs are focused it implies that projects that constitute such programs will be directed at pre- identified groups. The focusing of programs for promoting rice technology could vary in stringency from concentra- tion of administrative attention on preidentified groups, to absolute exclusion of other groups. The degree of focus that should be applied would probably need to be decided at the project level, when the Objectives of projects are Specified. The basis for deciding the degree of focus is examined below. 86 Size Groupings The groups will be distinguished in this study on the basis of size of paddy holdings, and within each group a distinction will be made between owner operator, tenant cultivators, agricultural laborers, and Off-farm workers. The benefits of new technologies are expected to be different for each group. Groups are classified therefore on a categoric as Opposed to geographic basis. The geographic approach may be appropriate in a situation of socio-economic homogeneity within a specific region or district. On the other hand, a categoric approach would be more suit- able when the farm households that a specific program is supposed to reach are scattered in the midst Of others that are outside the scope of that Specific program. The basis of classification or grouping is a compromise--a compromise between generality needed for ease Of implementation, and the detail really needed to identify the target households or farms. The simpler the classification the easier and cheaper it would be to administer. At the same time it is recognized that simplicity may reduce overall program accomplishment. Some households, particularly at the end points of a class may more appropriately be in a different group than in the one assigned. As the foregoing implies, the classifi- cation inevitably contains an element Of arbitrariness. 87 Economic size classification.--A more useful grouping of farms from the viewpoint Of income distribu- tion is on the basis of economic rather than physical size Of farms. Such a classification would help minimize some of the difficulties caused by the overlap Of the small farm category with the agricultural laborer and Off-farm worker category, and include the effects on family income of differences in resource endowments and family size. A classification on the basis of economic farm size would also help in overcoming the difficulty caused by the possibility that the physical size distri- bution of farm units may be egalitarian, but the distribution of land ownership may be very unequal. (In such a situation yields and technology may vary less with farm size than with the form Of tenure.) The economic size refers to the income generation potential Of a farm in relation to the poverty line. Thus whether a farm size is economically small, medium, or large will depend on whether its annual income is below the poverty line (Rs. 2400 p.a.), between the poverty line and the adequate level of living line (Rs. 2400-4800 p.a.), or above the adequate level Of living line (above Rs. 4800 p.a.), respectively. Hence increasing the economic size Of farms could be synonymous with improving the distribution of income (if we assume that the incomes of "high" income groups dorxfizincrease). 88 The variables that influence the economic size of farm are thus crucial to this analysis. They are in fact substantially the same variables of technology and institutions which were said to be the primary determinants of income distribution and growth in the conceptual framework in Chapter III. An identifica- tion of these variables and EH1 assessment Of their applicability to Sri Lanka is a matter for subsequent chapters. One institutional variable which has a direct bearing on the economic size of farm is the institutional. wage or the average value product per household. It depends on the level of income of the household divided by the number of persons in that household. The level of income is the aggregate Of income earned by the income receivers in the household. A decrease in the ratio of income receivers to non-income receivers (including unemployed members) would ceteris paribus increase the level Of the institutional wage and hence the economic size of farm. The relationship between the size of household and the institutional wage in Sri Lanka is evident in Table 4.4. The data indicate the household variable assumes significance in determining the economic size of farm in Sri Lanka. A decrease in the size of household or an increase in the number of income receivers ceteris 89 TABLE 4.4.--HOusehOlds Classified by Size and Number of Income Receivers in the Rural Sector.a Average No. of Household Size . . Income Receivers 2 1.2 3 1.3 4 1.4 5 1.5 6 1.6 7 1.6 8' 1.8 9 1.9 10 2.0 11 2.6 Source: Socio-Economic’Survey data, Department Of Census and Statistics, Colombo, 1972. . aThe arithmetic mean size of rural households is 5.8 persons and a median 5.0 persons, while the average number Of income receivers per household is 1.6 persons. The discrepancy'between the mean and the median size suggests that the rural household size distribution is somewhat positively skewed. paribus increases the level of the institutional wage, and therefore the economic size of farms. The positive cor- relation between the household size and the number of income receivers nevertheless does indicate that the decline in the institutional wage is less rapid than if the number of income receivers had been fixed. Target Groups Introduction.--It was stated earlier that the degree Of congruence between growth and equity Objectives probably depends on the judiciousness with which paddy 90 develOpment programs are focused. Groups have to be distinguished on the basis of their income generation potential, given the extant structural distribution of holdings. It is assumed for the purpose of group identi- fication that (a) the attitudes of farmers toward technical changes, (b) the entrepreneurial ability of farmers, (c) costs per unit Of output, and (d) the quality of farm resource endowments, are not correlated with farm size. Given these aSSumptions, the holdings Of some groups may be identified as being too small to enable them to utilize rice technology to rise above the poverty line. On the other hand, some groups may be found to be not in a poverty condition, and would hence need to be treated somewhat differently from those who are. A third middle group of farmers may be distinguished who are presently below the poverty line, but whose structural circumstances will permit them to utilize rice technology to rise abOve it. Specification Of Criteria for identifying mean groups.--Two criteria can be applied to identify the (third) middle group of farms, One criterion is to define the poverty gap for the average farm in each size group, and then determine whether an optimum or near-Optimum application of technology, combined with appropriate 1.1:; 91 institutional modifications, will increase output suffi- ciently to close the poverty gap, given the time horizon of five years. The criterion is whether this is realistic; that is, technically feasible. The second uses the output target in the Plgp to see whether, if the average farm in the size group succeeds in increasing its output by a target percentage, the mean farm will succeed in rising xV—J —_ J a": e I. I' .1 ’. above the poverty line. The former criterion approaches the issue from " i the side Of family income with a residual output effect, while the latter approaches it from the size Of output, with a residual income effect. The second criterion is more practical, but only concerns itself with relative increases in income. This is because even though the mean farms in each size group increase their output by the same percentage, the differences in farm sizes could cause absolute income differentials to increase. Both approaches will be used in this study to enable an informed judgment to be made on the selection of groups that are to be the focus of different programs. Transformation Of structural data.--In order that this judgment be made, structural information on paddy holdings will need to be transformed into income and output information. This will be done by identifying the mean farm by Size in each of the structural groupings, and then applying average income data to determine 92 approximate income levels, subject to the assumptions enumerated at the beginning of this subsection. This transformation, although approximate, is nevertheless expected to be useful. The structural information on paddy holdings in Sri Lanka is provided in Table 4.5. The data indicate that nearly 74 percent of paddy holdings are below 5 acres in Size. A Lorenz curve of the data in Table 4.5 indicates that there is greater inequality in the dis- tribution of paddy holdings, than there is in the distribution Of income (Figure 2). As stated, it would be possible to utilize this structural information to determine the increase in output TABLE 4.5.--Area under Paddy in Sri Lanka by Size of Holding. N0.0f % Of Extent Of % of Size of Holding Holdings . with Paddy Holdings Paddy Iand Paddy Land Less than 1 acre 67,630 12 25,150 2 l - 2 '1/2 acres 179,230 32 147,780 13 2 1/2 - 5 acres 173,131 30 299,901 27 5 - 10 acres 111,761 20 378,232 33 Greater'tha“ 10 35,901 6 284,125 25 acres Total 567,653 100 1,135,125 100 Source: SEANZA Lectures compiled by the Central Bank Of Ceylon, Colombo, 1968. 93 per acre needed to reduce the poverty rate, if the distribution of returns to land is transformed into the distribution of returns to households-~persona1 income distribution being the focus of interest. This in turn will require that ngt_returns to farmers be calculated by deducting costs of production from the gross value of output. Such cost of production data is provided in Table 4.6. Too much reliance cannot be placed in the fol— lowing data bOth because of inflation and changes in the cost structure and perhaps the method of charging for labor since 1969. Latest reports indicate that the cost TABLE 4.6.--Average Cost of Production per Acre and per Bushe1—-A11 Island. Cost per Acre .Cost per Bushel Inputs Rs. Percentage Rs. Percentage 1. Labor 211.15 56.57 6.32 56.58 2. Fertilizer 17.57 4.70 0.52 4.66 3. Seed 30.56 8.17 0.91 8.15 4. Rent (a) Land 26.19 7.08 “0.79 7.07 (b) Machinery 48.37 12.94 1.45 12.98 (c) Buffaloes 11.97 3.20 0.36 3.22 5. Maintenance cost ’ (a) Machinery 5.94 1.59 0.18 1.61 (b) Buffaloes 9.76 2.61 0.29 2.60 6. Weedicides and . Pesticides 4.34 ”1.16 0.13 1.16 72 Other 7.39 1.98 0.22 1.97 A11 Island 373.90 100.00 11.17 100.00 Source: Central Bank of Ceylon, Cost of Production Survey, 1969. 94 per acre for the average farm is around Rs. 650 per crop. At an average yield of 50 bushels per acre per crOp, this amounts to a cost of Rs. 13.00 per bushel, without including the imputed cost of family labor. If, as the study indicates, about 15 percent of labor cost is for imputed family labor, then the net return per acre for the average farm would be Rs. 700 ($117) per annum. The method of computation is as follows: Average output per acre per annum (bushels)1 2 100 Value of Output @ Rs. 18 per bushel under GPS Rs. 1800 Cost of Production @ Rs. 13.00 Rs. 1300 Annual return per acre 3 Rs. 500 Add imputed cost of family labor \ Rs. 200 Total net return per acre per year Rs. 700 This information could now be related to the structural data in Table 4.7 to determine the poverty gap under the assumptions previously enumerated. As can be inferred from the data in Table 4.7, the size of farm needed for a net average return at the poverty line is about 3.4 acres, given present levels of ., .1The choice of a spectrum of one year seems advis- able not only because it enables a more realistic assessment of the average monthly income and the compari- son of income levels with the poverty and adequate level lines, but also because it permits an assessment of the income effects of multiple cropping. 2The GPS refers to the Guaranteed Price Scheme, under which the Paddy Marketing Board is the sole legal outlet for paddy, at the assured price of Rs. 18.00 per bushel. , _ 3According to the Central Bank of Ceylon, Survey on Cost of Production of Paddy (Colombo: Economic Research Department, Central Bank, 1969), 15 percent of total cost was imputed to family labor. 95 .mom muuo>om may mmoao ou mam>ma usomonm Bonn cocoon mufl>fluodpoum on» as mmcmao m .mwm muum>om map mmoao ou meoocfi usoaoflmmdm mumumcom ou cocoon umwm mom muom mom maonmon mo Hogan: 6380 .ocfla muuo>om mnu pom mEoocH Hudson Hmouom mo Hm>oa ocu cmmzumn mocmnmmmwo on» ma scan: .mmm muum>om on» omoHo ou poowos mEOOCfi GA omnmuoqfl oxen .wuflamuusos oamom cam .msoum oNHm Aomo CH coausnfluumfio Hafiuoc m mcHEdmmm pom .msoum mNHm map Ga Show mo oNHm mmmum>m man an ouom Mom suduou nos momnm>m mcflmamwpasa an nousmaoom In II II In oomv Mo>o h um>o I: II I: Has oomvuoomm n u v wmv swap mmmq mv cwau mmmq mva cmnu mmmq HHGIOOOH commuoova v I N mvlmva mwlmva mvalmvm OOOHIOOhH oovHIOOP m I H mva Ho>o mva Hm>o mom Hm>o coma um>o oon swap mmoq H coca mmmq .Ammmn Nemav aumom mom onom Anomw Mom muom Ammomsmv Ammomomv Amouodv .mwu auno>om omoau Mom maonmsmv mom mamsmsmv mosfloaom mod 0 on oopmoz wuw>flu mow mafl>fluoopoum omdo unmuoo ammo wuum>om ommum>¢ ha om» mo.MMHM Iosooum ca mmcmnu w o Imuocmw meoocH .mEHmH. 05006:” CH MU.MQ HMH5#05H#WII.N.V mqmdfi. 96 adoption of presently available technology, and the extant institutional context. This is tantamount to stating that farms below 3.43 acres are economically small. This, however, does not mean they are Egg_small. Whether this is so will depend on their output poten- tial--the potential to increase paddy output sufficiently as to enable the farm household to rise above the poverty line. Application of criteria for identifying middle group.--In terms of the first criterion proposed, whether a group will qualify as the middle group will depend on its ability to meet the output gap. we find from Table 4.7 that the average paddy holding in the below 2 acre class would have to increase its output by over 143 percent in order to qualify, while the holdings between 2 and 4 acres in size would need to increase their output by less than 43 percent. If a 43 percent increase is regarded as being reasonable (given the time horizon of five years and the technology available), while an increase of 143 percent is regarded as not, then "viability" will com- mence somewhere in the upper region of the l to 2 acre class.1 Since the specific cut-off point cannot be uni- versally determined, it is considered appropriate in this instance to accept the supportive opinion of the ILO Report lA viable paddy farm is one which can utilize paddy technology to rise above the poverty line. 97 that for all Ceylon an effective floor for an adequate level of living would be 2 acres of paddy.l In terms of the analysis so far, such a floor would seem to be somewhat too high (since viability would seem to commence in the upper ranges of the 1 to 2 acre class) but will be accepted because it seems reasonably consistent with the data in I Table 4.8. The second criterion will now be applied to approach the same question (determine the size of a viable unit for paddy) from the side of income. In terms of this criterion the groups are distinguished on the basis of the likely increase in annual income for the average farm in the size category, if the Plan target in respect of paddy output- is to be met. Since the increase in output expected from paddy land already under cultivation is 40 percent or 30 million bushels in five years, it is assumed that paddy output will increase by at least 40 percent in five years on the average farm in each size group. The resultant income information is tabulated in Table 4.8. The data in Table 4.8 indicate that of the size groups, only the 2 to 4 acre category of holdings will be able to change its income level from below the poverty line to above it if it were to meet its share of the output target. This conclusion substantiates the lILO, loc. cit. How they arrived at this con- clusion is not clear. But this same conclusion was reached in a 1970 study by Jogaratnam and Schickele, op. cit. ‘ 98 .huwamuusmc mamom mcflasmmm .muomumu usmuso nova ou usuoumm ow commouocfl ma Show omouo>m on» no nomuoo ma oaooaw :H ommonosfl Umuommxmn .oovm .mm mo mafia huumbom on» new Hm>ma fisooafl ucwmoum cmw3uon wosmuomwwo msu mafixmu an pounmaoom ommm Hm>o Ha: ommm um>o ooa ma ooo.mo h Hm>o comm AH: ommm am on ooo.mHH 5 moon: I v ovmm oom ooam Hm mm ooo.ooH v moon: I N cued omma omoa mm Hm ooo.omH m Moon: I H omv omom 0mm NH NH ooo.mo H Hopes dmmomnmv Amoomsmu AuMma mom Hosmsn “monocy Hum mommsmv Ao#mawxoummmv waoosH Gd sham ommum>¢ om sound m . om: mas o nommouocH ammo muum>om mo mam>mq m>Mu seam oomucmouom cams. on o.wwam nouommxm maoocH ucmmmum .uma U m 02 m .m .mmmmuosH mEoooH Hmwusmuom on wNHm Emma mo QHSmGOHumaomII.w.v mqm¢a 99 conclusion reached in terms of the first criterion; namely, that 2 acres constitutes a safe and effective floor, for purposes of determining viability. The target groups can therefore be identified as being the below 4 acre groups. These groups qualify as targets of primary focus of programs designed to promote a more widespread and optimal utilization of rice tech- nology. They are also to be in the vanguard of the effort to achieve self-sufficiency in rice and improve income distribution. This group consists of 408,000 or 72 percent of all households in the paddy subsector, and occupies 32 percent of the total paddy acreage. A 40 percent increase in output from this acreage will meet roughly 48 percent (14.2 million) of the targeted increase in paddy output of 30 million bushels. Target group characteristics.--Three target groups are distinguishable on the basis of the income data: (1) the below 1 acre category, (2) the 1 to 2 acre category, and (3) the 2 to 4 acre category. The first two groups (below 2 acres) are similar in that they are made up of largely nonviable holdings, while they are different in degree in that the income problems of the smaller group are likely to be more acute. Using the definition of economic farm size made earlier, the below 2 acres category would be "too small," while the above 2 acre group is of adequate size. This adequacy 100 of farm size with respect to the 2 to 4 acre group depends upon the ability to utilize rice technology to rise above the poverty line in the time horizon contem- plated. On the other hand, the data in Table 4.7 suggest that the chances of being able to render viable, through the application of existing rice technology, the class of small farms that are below 2 acres in size, seems exceed- ingly small. The 2 acres refer only to the upper limit of this class of farms. Moreover, the size distribution of holdings within the below 2 acre class is not normal, as the mean size in the below 2 acre class is 0.8 acres.1 This structural factor would require that such (average) farms have a level of productivity per acre that is almost one and one-half times the national average in order for them to be able to rise above the poverty line. Even this, moreover, is based on assumption that the farm household is not larger than average (5.8 persons) in size. The degree of specialization in paddy increases with farm size.2 Hence the smaller farms are more diversi- fied than large farms. These farms have supplementary sources of income from off-farm sources and/or the 1Department of Census and Statistics, Census of Agriculture, 1962 (Colombo). 2Jogaratnam and Schickele, 0p. cit. 101 cultivation of non-paddy crops, such as vegetables, coconut, rubber, or tea.1 The bulk of the agricultural labor force comes from the households on these farms, their participation in the agricultural labor market probably related to the amount of income accruing to them from non-paddy agricultural products. The income from paddy would, for those who own tiny paddy plots, be a supplementary income source that provides insurance against unemployment and/or the vicissitudes of the market for non-paddy crOps. Program effects.--While this analysis suggests rice development programs be focused on the below 4 acre groups, the relative effect of such programs could be expected to differ depending on the structural condition of affected farms. While all affected farm households could be expected to experience increases in the institu4 tional wage emanating from increases in output and employment, the income from output is likely to be greater relative to the income from employment for the households on the large farms when compared to small farms. Con- versely, the potential increase in income from employment is likely to be greater than that from output for the households on the smaller farms. It is obvious, in fact, that under the assumption that family size is not lIbid. 102 correlated with farm size, the potential returns from capital should be relatively greater for the households on larger farms. Surplus labor from small farms would need to find work on the large farms for a fulfillment of such potential, due to differences in the per farm labor input requirement, given structural differences, and independence between the farm size and household size variables. Given similar production functions it is preferable that labor be employed on a larger number of smaller farms, as in that case the demand curve for labor is likely to have an elasticity near to zero, and a greater number of persons are likely to be employed. However, the extent to which the surplus labor on the small farms could expect to gain from employment Oppor- tunities on the larger farms will depend on (a) the extent and nature of the shift in the production functions of larger farms, and (b) the employment slack already on, those farms. The extent of the shift of the production function is determined by the absolute impact of tech- nology on production, while the nature of that shift (bias) is a function of the type of technology applied. The former changes the absolute levels of labor demanded, while the latter changes the relative amount of labor demanded. If labor requirements increase on large farms consequent upon their application of improved technology, 103' the extent to which the surplus labor on the smaller farms could expect to benefit will depend on the extent of dis- guised unemployment already existing on larger farms. Theoretically, if the marginal product of labor is less than the market wage level on the larger farms, the adOption of new technology which increases the marginal product of labor would not lead to an increase in the demand for hired labor until the marginal product rose above the wage level. It is possible, however, that the larger farms may withdraw some (female) members of the family from the labor market When they experience an increase in the level of their institutional wage. But unlike the case of larger farms, rice devel- opment programs will constitute only a partial solution to the income problems of farms below 2 acres in size for several reasons: UJ; Rice technology alone may not be able to create a sufficient increase in demand for.labor to absorb the some 400,000 unemployed persons on the below 4 acre paddy farms; (2) Since there is greater diversification on smaller farms, rice technology would have a smaller absolute impact on incomes, unless there is increased specialization; (3) Inadequacies in mana- gerial and other talents may be prOportionately greater on the smaller farms due to lower incomes and fewer educational opportunities; (4) There may be limits to scale neutrality. 104 However, the below 2 acre paddy groups that culti- vate other crops such as tea, rubber, coconut, and onions could expect to benefit from other programs that make available improved technology relating to those crops. The below 2 acre groups that do not cultivate these other crops would constitute the target of other programs pushing rural industrialization, land settle- ment, and colonization in the dry zone, inter alia. A detailed examination of these other programs falls outside the scope of this study. Other groups.--The groups that generally fall outside the direct focus of rice development programs are the categories above 4 acres in size, who constitute 38 percent of farm households in the rice subsector. These households already have incomes above the poverty rate, and as relatively major market participants may be presumed to have preference and production functions susceptible to demonstration effects. They are of their own volition more capable of translating felt needs into technological changes in response to market signals. No absolute exclusion of these groups is possible and desirable because private market alternatives may not be available to them. Their eligibility for specific access to benefits from programs may be decided on at the project or scheme level depending on the market alterna- tives available. For instance, all farmers must have 105 access to the Guaranteed Price Scheme because the Paddy Marketing Boards are the sole legal outlet for paddy output. However in the case of production credit, a network of state-owned Peoples' Bank branches are avail— able, besides the local level money market, as alternatives to supervised credit provided by the state through the quasi-government agency of multipurpose cooperatives. The performance of the larger farms could be made to contribute to equity objectives by making their Opera- tions more labor absorptive. A low cost method would iden- tify and use the critical institutional variables that need to be manipulated to yield socially desirable results. Summary To be able to identify the program specifica- tions needed in contributing to the output and equity goals of the Five Year Plan, it would first be necessary to determine program objectives. Program objectives con- stitute the link between the social welfare function as manifested in the Objectives of the Five Year Plan and the program characteristics that need to be identified. The.need for determining cardinal utility does not arise because the ends or goals are regarded as given. In any case, an effective increase in the pro— ductive capacities of a large number of small farmers could set in motion a cumulative process of development, which would probably make it difficult for the losers to 106 bribe the gainers, in terms of the Scitovsky criterion. These conclusions seem reinforced if it can be assumed that marginal utilities of monetary units vary between high and low income groups. As income disparities are not permitted to increase, according to the stated develOpment plan, the r present Lorenz curve constitutes an outer bound. How- -ever, since income is not to be equalized, the line of equal distribution fails to acquire normative signifi- *lfi cance.' Neither does the normal distribution curve provide a practical guideline for policy. The concept of the poverty rate, when used in conjunction with the Lorenz curve, seems useful for identifying the objectives and focus of programs. Program objectives with regard to output are clear. Since the subject of interest was distribution of income to households rather than to land, the distribution of output data must be transformed into distribution of income data. Such a transformation enabled the judgment to be made that the target groups were to be those with paddy holdings below 4 acres in size. The group with holdings above 4 acres usually is above the poverty line. From a social point of view, the activities which these larger farmers should be encouraged to emphasize include those which increase their demand for labor, and thus supply employment opportunities for 107 other rural residents whose land base is inadequate. They, too, must increase productivity if the output goals of the agricultural sector are to be attained. CHAPTER V ASSESSMENT OF VARIABLES AFFECTING INTERDISTRICT PADDY YIELD Introduction Given the focus for agricultural develOpment programs proposed in the previous chapter, an attempt Will now be made to identify the technological and institutional variables (including concomitant techniques and infrastructure) that are important for explaining interdistrict variation in paddy yields in Sri Lanka. An important but not exclusive means for identi- fying the relevant variables for Sri Lanka is through an econometric assessment of variables. Such an analysis} is likely to provide or deny statistical support for the prior beliefs which exist with regard to the significance of variables included in the model, and the unincluded variables for which the included variableS'are proxy. It may also provide an indication of the relative importance or weights of the significant variables. The econometric analysis is thus expected to improve the relevance and focus of the study. 108 109 The Econometric Model The Regression Equation This subsection specifies the model in terms of a linear multiple regression equation, and thereafter discusses the rationale for (a) the exclusion of some vari- ables from the model, and (b) the past and present role 57‘ in agricultural develOpment of the variables that are included. The linear regression Model A is as follows: . .u X1 = (1+ 82X2 + B3X3 + B4X4 + 85x5 + 86x6 + 87X.) + 89X9 + B10x10 + B12x12 + B13X13 + e where: X is the average annual paddy yield per acre a is the intercept term determining the height of the regression 2 is the percentage paddy acreage in district subject to tractor plowing X is the percentage paddy acreage in district subject to chemical weeding X is the percentage paddy acreage.in district subject.to row tranSplanting X is the percentage paddy acreage in district under improved seed varieties is the percentage paddy acreage in district that is irrigated X is the percentage paddy acreage in district that is rented 110 x9 is the ten-year (1962-71) average of harvested extent as a percentage of extent sown Xlo is a dummy variable where X10 = 1 if in wet zone and X10 = 0 if in dry zone 12 is the percentage of paddy holdings in district below 2 acres in size X13 is the prOportion of government production credit loans defaulted in the previous year, 1970-71 e is the error term, where e. are assumed to be inde- pendent random variables with a mean of zero and constant variance. The data utilized for this analysis are tabulated in Appendix F. Generally, the data are for 1971-72 unless otherwise indicated, and are district averages for the 22 districts in Sri Lanka. The hypothesis to be tested is the null hpothesis H0 : 81 = 0 against the one-sided alternative HA : Bi < 0 for variables X6 and X13 and HA : 81 > 0 for the rest, at a 10 and 5 percent level of significance. Explanation of the Structure of the Model Unincluded variables.--The problem of deciding which variables should be included condenses to one of a trade-off between multicollinearity and specification error. While multicollinearity does not cause the esti- mated coefficients of the independent variables to be biased, their statistical significance may not be estab- lished because of the largeness of the standard deviation of their coefficients. This would therefore reduce the reliance that could be placed on the coefficients for 111 policy guidance. At the same time, the exclusion of relevant variables will increase the stochastic component in the error term and cause the coefficients of the included variables to be biased, with the same adverse result for policy decisions. The foregoing econometric reasoning could be [7? utilized to identify some unincluded variables and explain the rationale behind their exclusion. Thus the area that is row transplanted is included, but not the area that is ;' seeded directly by broadcasting (on a dry or mud field), k, or the area that is transplanted in a random((ordinary) way. The reason for this exclusion is because of probable high multicollinearity between the area that is not subject to row transplanting and the area that is chemically weeded (which is included). This presumption is based on the belief that it would be economically irrational to spray chemical weedicides when transplanting is in rows, given the fact that 70 percent of farms are below five acres in size. weeding in these circumstances would Abe carried out by rotary methods on the larger holding or by hand on the smaller ones. Hence the "chemically weeded" variable (X3) that is included serves as a proxy for the "direct seeded," "random transplanted," and "rotary weeded" variables that have been excluded. 112 ' As regards seedbed preparation, only the per- centage of land area that is tractor plowed is included. The areas that are subject to the traditional practices of animal and hand plowing are excluded because they are together the reciprocal of tractor plowing with which they are collinear. Besides, they are presumed to be closely cOllinear with the traditional practice of hand weeding, which is excluded for the reasons stated above. The paddy area under new seed varieties is included as a variable.notwithstanding its expected collinearity with the area that is tractor plowed (X2), chemically weeded (X3), transplanted (X4), irrigated (X6), and possibly via the "irrigated" variable (X6) with the "risk" variable (X9).. The importance of this variable is considered large enough to justify its inclusion. Conversely, the misspecification resulting from its exclusion would be expeCted to cause the coef- ficients of variables X2, X3, X , and X to be 4 6 "significantly" biased. The inclusion of the percentage of land under new seed varieties as a variable has, however, justified the exclusion of a variable for fertilizer application. This is due to the strong complementarity between these inputs, and hence the high degree of collinearity that can be expected between them. 113 Similarly, the share of output received by the landlord as rent per district has been omitted .because of its expected relationship with the included variable X7 (the percentage of land rented by district). Description of included variables.--The previous ' subsection discussed the relationship between included and excluded variables, with a view to explaining the rationale for the noninclusion of some variables in the model. This subsection attempts to describe the nature and role in Sri Lanka of the variables that are included,7 X2 (Acreage Tractor Plowed): As much as 46 percent of paddy land is tractor plowed. Government encouragement of tractor imports through the granting of a favorable 2 exchange rate,1 liberal allocations of exchange, and numerous tax allowances3 resulted in the importation of over 10,000 tractors between 1965 and 1969.4 The capital allowances allowed for tractors and other agricultural equipment include a lump sum depreci- ation of between 66 2/3 and 80 percent and development 1Sri Lanka has a two—tier exchange rate system. 2Almost all imports require import licenses. 3Department of Inland Revenue, Tax Concessions for Agriculture (Colombo: 1966). 4 ILO, Repgrt, 0p. cit., p. 74. 114 rebates of 40 percent on the cost of the asset in addition to the depreciation allowance.1 Many of these tractors are used in the dry (irri- gated) zone, where ". . . very considerable use of tractors . . . is probably without parallel in South Asia."2 Besides tilling, tractors are also used for threshing and transport. In fact, the extent to which tractors are used in Sri Lanka suggests that tractorization may be induced by factors other than farm size.3 While there is evidence that the intensity of tractor use in Sri Lanka is generally higher in areas where relatively large-sized(holdings predominate, the area tilled by tractors have in several districts exceeded the area under cultivation on farms above 5 acres in size--thereby implying that tractors were used even in holdings below 5 acres in size. In fact as early as 1962, the total area under paddy in holdings of 5 acres and above fell short of the area tilled by tractors in 10 out of 22 districts. Signifi- cantly, almost all of the 10 districts belong in the dry zone--which, according to Raj, accounts for 60 percent 1Department of Inland Revenue, op. cit. 2ILO, Report, loc. cit. 3The remainder of this paragraph draws heavily on K. N. Raj's article entitled "Mechanization of Agriculture in India and Sri Lanka," International Labor Review, Vol. 106, No. 4 (Oct. 12), pp. 315-34. 115 of the area sown and about 75 percent of the area tilled by tractors.1 X3 (Acreage Chemically Weeded): The percentage of paddy land in Sri Lanka that is chemically weeded averages 31. As previously mentioned, the need for chemical weeding arises when the seed is either broadcast or trans- planted randomly. About 20 percent of all paddy lands are hand weeded, while less than 4 percent are rotary weeded. 7 X4 (Acreage Row Planted): The percentage of row transplanted paddy land is around 3.5, which' corresponds to the percentage of acreage that is rotary weeded. ~ X5 (Acreage under Improved Varities): The per- . centage of paddy acreage under improved seeds averages 75 percent for all of Sri Lanka. Two categories of improved seeds are used in Sri Lanka: the "old improved varieties" (OIV--H8, H4, Ponnulot, Dickwee) which mature in four to six months, and the "new improved varieties" (BG 34/8, GB 34/11, IR, MI, K, etc.) which mature in three to three and one-half months. Of about 1.4 million 1As Raj points out, the dry zone, which receives an annual rainfall of less than 75", does not have the benefit of the South-West Monsoon, and the soils are therefore apt to be hard until the North-East Monsoon set in. Draught animals would probably lack the intensity of energy required to till very hard soil. Tractors substitute for both water and animals, and even land, to the extent that land with very low Opportunity costs is brought under cultivation. Thus even small holders may find it worthwhile to use (hire) tractors in the dry zone. 116 acres subject to new varieties, the "old improved vari- eties" account for 45 percent of the acreage under both categories of improved varieties, and the "new improved varieties" 55 percent.1 X6 (Irrigated Acreage): The irrigated paddy area constituted 66 percent of the total cultivated paddy in 1967-68.2 Of the total irrigated area, 20 percent is served by major works for the two seasons, while about 46 percent is served by minor works. About 34 percent of the annual cultivated acreage is thus rainfed. Most of the irrigated land (70 percent) is in the dry zone, where about 98 percent of the land cultivated in the Yala season is irrigated. I A major and costly input provided almost free is I water. Although there is a flat tax of Rs. 5.00 per acre in the colonization schemes, hardly any amount is col- lected.3 According to the ILO Report, the state is subsidizing paddy lands under major irrigation schemes to the tune of at least Rs. 300 ($50) per acre, and lands 1Ministry of Agriculture and Lands, Implementation Programme 1973 (Colombo: 1972). 2Department of Census and StatistiCs, Statistical Abstract of Ceylon, 1969 (Colombo: 1970). All data in this paragraph is taken from this source unless otherwise indicated. In view of the fairly long gestation period for irrigation schemes, these figures are probably indicative of the current position. 3 ILO, Report, loc. cit. 117 under minor schemes to the extent of Rs. 60 ($10) per acre, by not collecting any irrigation rate. X7 (Acreage Rented): According to the source of this data,1 rent of paddy land is measured by the share the tenant gives to the landlord, less the expenses borne by the landlord. About 25 percent of the cultivated area had been rented out on this basis in 1969. The percentage was highest in the Hambantota District (57.3 percent) where the crop share received by the landlord was also high (80.7 percent). The actual rent paid per acre, less the expenses borne by the landlord averaged 24 percent in 1969.2 The land tenure structure is summarized in Table 5.1. TABLE 5.1.--Land Tenure Structure of 1962 Holdings under 50 Acres, 1962. Percentage of Ownership Pattern Total.Holdings Full owners 62 Part owners 20 Full tenants 18 Source: T. Jogaratnam and Rainer Schickele, Practical Guidelines to Agricultural Development Policies in Ceylon (Peradeniya: Agricultural Economics Research Unit, University of Sri Lanka, 1970). 1Central Bank of Celen, Cost of Production of Paddy, op. cit., p. 36. 2151a. 118 Crop sharing (Andé) arrangements fall in the part ownership class, because the landlord provides some inputs. Andé accounts for 70 percent of tenure arrange- ments in the part ownership class. X9 ("Risk" Variable): The percentage of area harvested to area sown may be regarded as a variable show- ing the partial risks in cultivation by district. In general,-the greater the risks, the fewer would be the variable inputs applied, and hence the lower the yield per acre. The shortfall in the area harvested which averaged 5.3 percent over a 10 year period (1962-1971) can be classified as those emanating from: (a) natural factors (e.g., floods, drought, etc. that would be regarded as being outside the control of the individual farmer): (b) institutional-organizational factors (e.g., timeliness of input availability, price of output, etc.); (o) technological factors (e.g., seed failure, failure to apply fertilizer at the appropriate time, neglecting to use complementary inputs like insecticides, weedicides, etc.). The risk from natural factors is likely to be higher in the wet zone where a major portion of the paddy land area is rainfed. 1 The crop failure data for 1966-67 reveal that at a national level the percentage difference between the 1Department of Census and Statistics, Statistical Abstract, op. cit., pp. 118-19. W W1 119 area sown and the area harvested was 4.8 percent in Maha and 6.5 percent in Yala. This information is however not consistent with the 10 year average data which were synthesized for use in the regression analysis as inde- pendent variable X9. The 10 year average data show that the difference between the area sown and the area harvested is 6.2 percent for the Maha season, and 4.4 percent for Yala season.1 The relative causes for crop failure is apparent in Table 5.2. As the data in Table 5.2 indicate, the largest single reason for crop failure (between 67 and 71 percent) could be traced to the water control factor. It is also evident that the risk from this source is roughly the same in both the dry and wet zones and for both seasons. The second most important cause for the shortfall in the acreage harvested (about 15 percent) is attributable to institutional and other factors, while pests account for 9.3 percent, and seed failure for 7.6 percent. X10 (Dummy Variable): The dummy variable has been included to make a distinction in the intercept term between dry zone and wet zone regions in Sri Lanka. This is likely to reduce the bias and variance in the coeffi- cients of the other included variables. 1It should be recalled that 1966-67 was a non- ‘typical year in that the shortfall in the harvested area was less for Maha. tint-w. .. J'-!n--.;.1 a $1.: I . I’A la‘ 120 .AONmH "OQEOHOUV moma .coHNmU mo uomuumn¢ Hmowumflumum .moaumflumum can momcmo mo ucmEuummma "mousom o.ooa hmo.oH o.ooa mom.va o.ooa mmm.NH o.ooa omm.mm Hmuoe A. ouo .Hmcoflu usuaumch m.o~ mma.~ m.e ~5H.H m.~m Hom.m H.ma emm.v umzuo m.sm a . . a a a. . ems. .oe m.m Houucoo mm m o a o OH H mm m m ma m “mums mo gums m.m mam m.ma mmm.~ o.e Ham m.e mam.m mummm m.m mum m.m ems 5.4 «cm m.m mmm.m musaamu 666m w mmuofi w mmuofl w mouofi w monod snow one: snow can: mmsmu ozoN umz mcoN mun .smmaummma .mxcmq sum as mmsmo an nmamammmao musaflmm mono mo unsoeauu.m.m mamas 121 The basic difference between the two zones is obviously climatic and ecological, the most important single difference being in the limited amount of annual rainfall (less than 75 inches) in the dry zone, which is confined to the months from November to March. A fairly distinct drought season between the months of May and September causes soils to be hard and evapotranspiration (which determines the precipitation that is effective for plant growth) to be low.1 This in turn influences the variables included in the model. The dry zone condition influences the included variables in the following ways. The hard soil makes tractor plowing necessary and the lack of rainfall makes it worthwhile to use certain types of weedicides and pesticides which otherwise would be washed away by "overhead" water. Much of the land is irrigated and colonized under government sponsored schemes. This factor influences the "irrigated land" variable, "improved seed" variable (since its yield response is partly a function of water control), and the "land rented" variable (as much of the population is made up of colo- nists who are outside traditional tenure patterns). 1George Thambyahpillay, "Climatological Research and Agricultural Deve10pment in the Dry Zone," in Devel- opment of Dry Zone Agriculture, ed. by O. S. Perera (Colombo: Ceylon Association for the Advancement of Science, 1967). ' 122 These factors also influence the average size of farm, and perhaps also the risk variable. X12 (Paddy HOldings Size): This variable measures the prOportion of farms below 2 acres in size by district. This variable was found to be preferable to taking the average farm size in each district, due to the possibility F“) of a disporportionate influence on the mean of,a few 5 '1 very large farms in each district. The average size of all holdings reporting paddy :r‘€ 1 is about 1.6 acres. The average size of holdings is v larger in the dry zone (2.6 acres) than in the wet zone (0.6 acres). The wet zone contains most of the tradi- tional areas of cultivation, and although no data are available, the man-land ratio in this zone is known to be high. The wet zone has about one—half the total paddy acreage, while containing about three-fourths of the rural population.2 X13 (Credit Default): Sri Lanka's Agricultural Credit Scheme was introduced on a nationwide basis in 1967. The Scheme of 1967 was designed to accelerate an incipient "Green Revolution," and its timing was expected to coincide with the adOption of new technology by farmers. The salient features of the scheme were as follows: 1A farm may cultivate other crops besides paddy. 2This conclusion is inferred from the data in Department of Census and Statistics, Socio-Economic Survey, op. cit. 123 (i) The ultimate source of funds was to be the Central Bank, a quasi-autonomous body, rather than the Department of Agrarian Services, a department of the government. (ii) The rate of interest was to be a maximum of 12 percent with provision for a 3 percent rebate for prompt payment. (iii) The maximum granted was to be Rs. 262 per acre for non-IR-8 cultivation and Rs. 370 per acre for IR-8 cultivation up to a maximum of 10 acres (Table 5.3.). (iv) Government and extension workers were expec- ted to collaborate with cooperative societies in preparing a detailed cultivation program for the season, showing the total area to be cultivated, the area to be subjected to improved methods, the estimated requirements of inputs and cash capital required. (v) The collateral was to be farmers' ration books of one year validity which entitled them to a pound of "free" rice per week supplied by the government. Default was to disqualify farmers from receiving further loans the next year, but not from receiving "free" rice. (vi) The loans were to be released in three stages and were to be partly in kind. One of the provisions of the scheme made defaulters ineligible for further loans, Hence theoretically the default rate in the previous year could be said to affect 124 TABLE 5.3.--The Maximum Sums Granted for Meeting Input Costs Under the 1967 Credit Scheme. IR-8 Loan Non-IR—B Loan Purp°se- Rs. Rs. Seed paddy 25 32 Ploughinga 60 60 Fertilizer 160 95 Transplan ing and row ' seedingg 25 25 Hand weedinga 25 , 25 Pesticides 75 25 Total 370 262 Source: Report of Cooperative Commission, 1970, as quoted in the Report of the Cooperative Commissioner for 1968-69. aPayment for these is necessary in order to hire labor for short periods for timing reasons. These payments are made in cash. yields negatively in the following year by imposing capital rationing on farmers. But this would be true only if production credit loans were utilized for their intended purpose of increasing paddy productivity. There is evidence that credit is not being used for its intended purpose. In looking at the performance of the credit scheme we observe a negative correlation between changes in productivity and changes in repayment levels. Although average annual per acre yields have increased from 41 bushels in 1966-67 through 51 bushels in 1969-70, 125 to about 55 bushels in 1970-71,1 repayment levels show a declining trend in the same period. Voluntary repay- ments, which were 70 percent of loans granted in Maha 1967-68, declined through 49.7 percent in Maha 1969-70 to 39.0 percent in 1970-71.2 Results Overall, a coefficient of multiple determination or fig of .76 indicates that 24 percent of the variance in paddy yield per acre is not explained by the variation in the independent variables that are included. Statistical significance of independent variables.-- The least squares estimates fitted to 22 observations are as follows:3 Constant Tractor weeded Transplanted x = - 127.55 + 0.02 X + 0.12 x + 0.60 x l 2 3 4 (8 =0.10) (S =0.l3) (S =0.32) 82; B3: 84 (t2 =0.21) (t'3 =0.87) (t4 =l.87)* *Significant at 5 percentwhere t = 1.80.4 1Department of Census and Statistics, Statistical Pocket Book, 0p. cit., p. 61; and Ministry of Agriculture and Lands, Implementation Programme, op. cit. 2Central Bank of Ceylon, Annual Report 1971, 0p. cit. 3The computer printout is in Appendix B. 4The t-value at the 10 percent level of probability is not shown because all t—values of estimates that are significant at 10 percent are also significant at 5 percent. 126 Seed Irrigated Rented Risk + 0.30 X5 - 0.03 X6 + 0.17 X7 + 1.71 X9 (S =0.10) (S =0.09) (S =0.13) (S =0.57) B5 B6 B7 89 (t5 =3.18)**(t6 =0.28) (t7 =1.28) (t9 =3.01)** Dummy Size Default - 0.67 Xlo - 0.28 X12 + 0.06 X13 (SB =8.89) (SB =0.12) (SB =0.07) 10 12 13 (tlo =0.08) (t12 =2.36)* (tl3 =0.88) *Significant at 5 percent where t = **Significant at 1 percent where t = 2.72. S8].- is the estimated standard errors of coeffi- cients, and ti the corresponding t-value. Since there are 11 independent variables and 22 observations, there are 11 degrees of freedom. The critical point with 11 degrees of freedom at the 5 percent level of probability is 1.80 and at the 1 percent level of probability, 2.72. If the null hypothesis H is true, 61 will be centered on B1 = 0 0 and there will be only a 5 or 1 percent probability of observing a t-value exceeding 1.80 and 2.72, respec- tively. These critical values define the rejection region for determining the degree to which (if any), the independent variables are significantly related to the dependent variable (paddy yields). The observed values that fall in the region where the null hypothesis (HO : Bi = 0) is rejected are t4, t5, t and t at the 5 percent level of probability and 9' 12 t5 and t9 at 1 percent. 127 Economic significance of variables.--In Bayesian terms, a distinction may be drawn between economic and statistical significance in the light of prior beliefs. Although an observed t-value may fall in the "acceptance" region, it does not necessarily mean that the null hypothesis (that the estimated coefficient is zero) would be accepted. Whether or not it is accepted depends on the reliance that can be placed on the observed t-value. In formal terms, the prior distribution is adjusted to take account of observed data, with the weight attached to the observed data depending on the probability of the posterior distribution.1 It may be that the lack of statistical signifi- cance is due to the sample being too small, and the standard errors consequently large. Multicollinearity may also have contributed to the largeness in the standard errors, thus causing the observed t-values to be statis- tically insignificant. In applying Bayesian logic to the foregoing results we may conclude that the renting of land and the practice of chemical weeding have at least some positive effect on yields. The coefficient of the variable measuring the credit default rate (X12) is positive, thus justifying a reversal of a prior belief that the 1See, for instance, Ronald J. Wonnacott and Thomas H. Wonnacott, Econometrics (Toronto: John Wiley and Sons, Inc., 1970), pp. 209-12. 128 disqualification of farmers from receiving paddy loans due to default adversely affects average productivity the following year. The result supports the hypothesis that credit disbursement may not have contributed to produc- tivity increases. The weakness in the t-value with respect to the effect of irrigation on yields makes it advisable to regard the results with respect to this variable as being inconclusive. However, the results with regard to tractor use fit a prior belief that tractors are more important potentially for cropping intensity rather than yields.l Unincluded Institutional Variables In looking at the results overall, the R2 value indicates that 24 percent of paddy yields is not explained by the included variables. There is reason to believe that most of the unexplained variation is attributable to institutional-organizational and resource endowment factors. The reason for this belief lies in the fact that most of the variables relating to technology (inclu- ding techniques) were included in the regression analysis, 1For instance, in the Pakistan Punjab tractors had very little influence on yields. The tractor farms did not have tractor implements for deep plowing, row crop sowing, and fertilization. Also tractor use had not been accompanied by a simultaneous increase in the bundle of inputs and improved practices. See Bashir Ahmed, "Farm Mechanization and Agricultural Development: A Case Study of the Pakistan Punjab" (unpublished Ph.D. dissertation, Michigan State University, 1970). 129 either explicitly or by proxy (to the extent that the included variables were representative of other excluded variables with which they were collinear). Hence much of the unexplained variation is probably due to unincluded institutional, infrastructural, and resource endowment (including weather) factors. The institutions examined below are those that may account for some of the unex- plained variation in the econometric analysis. They are categorized into objective and subjective institutions and are examined from the standpoint of their possible effect on interdistrict adoption and hence on yields. Objective Institutions Information.--Information to farmers flows chiefly from extension channels, informal local channels, and the demonstration effects of early adOptors (3).1 While some studies identify extension as having the most effect on adoption, other studies emphasize less formal local channels. The Comilla study reports that "the training of model farmers from the village cooperatives is a major edu- cational input which is multiplied by the subsequent discussion held by these individuals in their villages, often aided by written material" (8, p. 51). Also, that "through local communication channels, the agricultural knowledge extended through the cooperative passes to all 1The number in parentheses refers to the study listed in Appendix A. 130 members of the village. . ." (8, p. 59). Similarly, the West Pakistan study also reports the importance of informal channels (5, p. 85). On the other hand, in the Barant Development Block, North India, "dealing personally with extension agents was found to be the most important factor after per capita income influencing the adoption behaviour of farmers" (7, p. 25).1 It is not clear to what extent less formal local channels substitute for deficient extension. To the extent that this is so, the importance of less formal com- munication channels will diminish relatively if extension is strengthened. There is evidence which suggests that: (a) exten- sion is deficient in Sri Lanka, and that the distribution of extension agents varies among districts, and (b) informal channels are resorted to because of extension weaknesses. No data are available to develop a statistical assessment of extension on yields in Sri Lanka. It is known, however, that in Sri Lanka there are some 1,669 extension workers to serve the needs of 1.2 million farmers with holdings below 50 acres in size and that extension efficacy varies among districts.2 Experience in other 1See also Arthur Niehoff, A Casebook of Social Change (Chicago: Aldine Publishing Co., 1966). 2Director of Agriculture, Administration Report 1967-8 (Colombo: Department of Agriculture, 1970). 131 Asian countries suggests than an extension worker rapidly loses impact if he has to serve more than 250-300 farmers.l Yet in Sri Lanka a village level Operator has to deal with l,500-3,000 farmers, which is about five to ten times this rate. Not surprisingly the recent Central Bank Survey on loan defaults reports, "Extension work does not seem to have been conducted in most of the areas to which these (credit) defaulters belonged. The extension officers had not visited farmers even once in certain areas."2 The survey also reports that ". . . input utilization is (often) left entirely in the hands of the farmer. He himself does not supervise its usage as he has no understanding of modern scientific methods."3 These numerical weaknesses in extension are probably exacerbated by quality weaknesses. There is also evidence which suggests that informal channels in Sri Lanka are a substitute for extension. The Central Bank Survey states that due to "absence of help of a scientific nature from the exten- sion officers he (the farmer) relies on his own 'hunches' or he is influenced by his neighbours about modern lRainer Schickele, Ceylon Papers 1967-70 (New York: A/D/C, 1972). In Japan the ratio is 1:550 accord- ing to Naseem, #1, Appendix A. 2Central Bank of Ceylon, Survey of Defaults in the Repayment of New Agricultural Loans (Colombo: Department of Economic Research, 1972), p. 67. The word in paren- theses is the writer's. 3 Ibid., p. 35. 132 methods of production."1 That interpersonal localite channels are a less preferred substitute is also suggested by the Recife area study where it is reported that farmers who use "direct" sources of information (extension) rely less on "indirect" (informal) sources (2, p. 175). This factor, to the extent that it is valid, has the effect of further emphasizing the importance of the extension variable in explaining the unexplained variance in inter- district yields. Input supply.--Differences in the efficacy of institutions governing the adequate and timely supply of inputs could also account for a considerable portion of the unexplained variation in the regression analysis. Fertilizers in adequate quantities are often not readily available when needed2 due to : (a) structural defects in the organization of some cooperatives which are exclusive outlets for inputs including credit, and (b) the need to satisfy cumbersome bureaucratic requirements on the part of multipurpose cooperatives in order to get fertilizers for farmers, and the consequent imposition of complex procedures on farmers in order for them to qualify for such subsidized fertilizer. Ibid. Ibid. 133 1. The major structural deficiencies in coopera- tives are as follows:1 (a) Unsatisfactory personnel in some coopera- tives leading to poor organization and management inefficiencies; (b) Lack of consolidation and centralization which makes supervision of management difficult and inhibits economies of scale; (c) Lack of small farmer influence due to large farmer control over certain c00pera- tives. 2. Elaborate bureaucratic procedures have been established to ensure.that subsidized fertilizer is used for specific crops. Fertilizer subsidies vary.among crops, while some crOps do not qualify for any subsidy. Fertilizer for paddy cultivation receives a 50 percent subsidy, necessitating intricate bureaucratic checks to ensure crop specificity. Hence multipurpose cooperatives, which have exclusive distribution rights, have problems in ensuring the timely availability of inputs to farmers. Once such fertilizer becomes available at the local cooperative, farmers have to satisfy complex and time- consuming procedures to receive fertilizer. These defects impose costs on farmers that serve to at least partially offset the benefit of the 50 percent subsidy. These costs may also be said to vary between districts depending on 1The sources of this information are "The Royal Commission Report of 1969," and the report on the Socio- Economic Survey of the Elahera Colonization Project in Ceylon Papers by Schickele, op. cit. 134 the number of farmers serviced by a given cooperative, and the quality and influence of the local personnel. In general, the price subsidy on strategic seed and fertilizer inputs can be expected to increase paddy output, including paddy productivity. It would, by reducing aver- age costs of production increase the profitability of paddy cultivation (given demand) in relation to other less profitable crops. This would involve a more intensiVe use of paddy land and a transfer of land, labor, and capital resources from the cultivation of other crops to the cultivation of paddy (since the aggregate supply response for all agricultural products is probably very low) .1 Input subsidies are more likely to encourage innovation than price supports (as it enables the farmer to discover the MVP of fertilizer), and with input subsi- dies government expenditure is in direct proportion to levels of input adetion.2 But as innovation becomes widespread such subsidies could prove to be an enormous burden on the exchequer. Moreover, peasant farmers would be more familiar with output prices than.input prices and hence more responsive to increases in the former. 1See, for instance, John Mellor, "The Functions of Agricultural Prices in Economic Deve10pment," Indian Journal of Agricultural Economics, Vol. XXIII, No. l (Jan.-March, 1968). 2See, for instance, Raj Krishna, "Agricultural Price Policy and Economic Deve10pment," in Agricultural Development and Economic Growth, ed. by Herman M} SoutHworth and Bruce F. Johnston (Ithaca, New York: Cornell Univer- sity Press, 1967). 135 Subjective Institutions Some subjective institutions may also contribute to explaining the unexplained variation of 24 percent. Those examined are religiops, cultural, and social factors. Religion and culture.--This variable may’influence productivity by modifying farmers' responses to economic stimuli as predicted by received economic theory.1 It may assist in explaining the resistance of some farmers in Sri Lanka to technological change. The rural sector is 78.4 percent Buddhist2 and it would not be surprising if many slow adoptors subscribe (perhaps below a perception threshold) to the basic Buddhist belief, as stated by Alfred Marshall,.that "real riches.consist not in the abundance of goods, but in the paucity of wants."3 To desire less material goods in terms of the individual's self-concept4 is still maximizing behavior, although the goods demanded are nonmarket in character. lAn assumption subscribed to by writers like Schultz in Transforming Traditional Agriculture, op. cit., but disputed by writers like Kusum Nair in The Lonely Furrow (Ann Arbor: University of Michigan Press, 1969). 2Department of Census and Statistics, Socio- Economic Survey, op. cit. 3 Marshall, Principles, op. cit., p. 136. 4The individual's self-concept is a critical factor in behavior, according to Carl Rogers:h1"Client-Centered Therapy" as described by H. S. Hall and G. Lindzey in Theories of Personality (New York: John Wiley and Sons, 1970), Chapter 11. 136 However, it could certainly influence the farmer's atti— tude towards technological changes which promise the means of purchasing only material goods. Questions also arise as to whether farmer resis- tance to more widespread use of pesticides could be ascribed to one of the Fundamental Precepts of Buddhism which forbids all killing, and is widely interpreted as applying to insects, perhaps even those that compete for Man's food. Other social factors.-—Sociological case studies of rural village life in.Sri Lanka1 suggest that a con- siderable interdependency of preference and production functions exists at the village level that may influence paddy productivity. The concept of interdependency among preference functions has been incorporated into consumption theory in the form of bandwaggon, snob, and veblen effects, and between production functions into development theory as demonstration effects.. From a sales standpoint such interdependency is generally regarded as a low cost means of gaining a more wideSpread acceptance of commodities. 1These case studies are contained in an UNRISD study titled Cooperatives and Planned Change in Asian Rural Communities, edited by Inayatullah (Geneva: United Nations Research Institute for Social Deve10pment, 1970), pp. 175-341. 137 However, such interdependency seems to have effects of an opposite nature in Sri Lanka by exercising a restraining influence on more progressive early adop- tors. Numerous instances of hostility toward fellow villages who show signs of progressivity have been cited in the studies. Summary This chapter has further contributed to the objec- tive of this study, which is to determine how to use the variables of technology and institutions to increase pro- ductivity on (small) farms below 4 acres in size. The chapter assessed the relative importance of variables as they influence interdistrict paddy yields in Sri Lanka. Since the quantitative analysis failed to explain 24 percent of interdistrict yield, other objective and subjective institutional variables were identified that could be expected to account for a considerable prOportion of this unexplained variation. It was found that the statistically significant variables were row transplanting, improved seed, risk factors in production, and farm size. The number of significant variables for policy purposes was expanded to include fertilizer use (which was unincluded but represented by the seed variable), chemical weeding, and the renting of holdings. In the case of tractor use and 138 and production credit, the statistical results suggested they were not important for past increases in paddy pro- ductivity. The other institutional variables identified but not quantitatively assessed were the distributiOn of extension personnel, input supply factors, religious and cultural factors, and social factors, mainly those stemming from the interdependency of preference and pro- duction functions of rural inhabitants. CHAPTER VI POTENTIAL OF VARIOUS PRODUCTION PRACTICES INFLUENCING INCOME DISTRIBUTION Introduction Objectives This chapter attempts to assess the relative importance of variables already identified, from the standpoint of income distribution ianri Lanka. The econometric analysis just concluded, supplemented by other information, provided some insight into the relative importancecfiftechnology (including techniques) and insti- tutions (including infrastructure) that explain~ interdistrict paddy productivity. But this information is incomplete in terms of the objective of this study, which is to see how not just to increase paddy produc- ‘tivity, but to increase paddy productivity in a manner that will enable low income groups to gain Control over sources of income streams, and see that employment Oppor- tunities are adequately generated. The variables that determine income can be divided into those that influence farm revenue and those that influence farm costs. Revenue to farmers from the sale of their output is a function of both quantity and price. 139 140 Since price is guaranteed and administratively fixed in Sri Lanka, the critical variable from the standpoint of income is output per acre per annum. Output per acre per annum is in turn a function of yield and cropping inten- sity, given cropping patterns. Cost per unit is also important as income benefits from higher yield could be offset by higher costs. Variables affecting both revenue and costs will be examined with a View to determining their relative and absolute significance for income distribution from both a. statistical and an economic (policy) standpoint. Farm size will be used as the central variable against which each of the revenue and cost variables will be assessed, from productivity and employment standpoints, so as to relate to equity objectives. Sources and Methods The sources of information for assessing the equity significance of variables are as follows: 1. The results of the quantitative analy- sis. ‘ 2. .0ther information with regard to Sri Lanka. 3. The experience of other countries, 1 mainly India, Pakistan, and Bangladesh. These three sources are complementary and equally important. The statistical results will be assessed in 1The number in parentheses will refer to the study listed in Appendix A. 141 the light of prior beliefs, which will serve to reinforce or question the statistical findings.1 Irrespective of whether the prior beliefs confirm or contradict the statistical findings, they serve to strengthen the foundations on which to base the policy prescriptions to be made in a subsequent chapter. The aggregate information to be gained is expected to influence the degree of certitude with which policy suggestions are made, and generally contribute to the quality of judgments. IdentifiCation of Equity Criteria As mentioned in connection with the conceptual framework, the interaction of pure technology with insti- tutional variables (given resource endowments) determines growth and income distribution. It was also suggested that the same variables that determine growth could prob- ably be made to influence income distribution if they could be given focus. The targets of primary focus were deter- mined in this study to be farms below 4 acres in Sri Lanka. Since attention is directed at small farms, the ability to focus programs depends on the economies of scale in the primary variables. ;The methodology applied is a loose variant of Bayesian logic, but the rationale is the same: to temper statistical analysis by common sense. 142 Scale Neutrality The objective of program focusing is to introduce the dynamism of growth into the production system of farms below 4 acres in size. The degree of success with which the focusing of programs could be accomplished is mainly through divisibility of inputs, which refers to scale (size) neutrality in the variables significant for paddy productivity, and the degree to which the diffusion process could be made pervasive among the target groups. Size neutrality may be said to exist if the overhead costs of technological change are not significantly different between small and large farms, at a given level of productivity per acre. Since the interaction of technology with insti— tutions determines both output and income distribution, consideration for scale neutrality in technology alone is inadequate for the successful focusing of programs; attention will also have to be paid to scale or size neutrality in institutions. It appears in fact that the primary variables can be successfully focused only if scale neutrality in one is not permitted to be offset by indivisibilities in the other. For instance, indivisi- bility in physical technology can be offset by 1. institutional-organizational factors, as is the case when small farmers gain access to large tractors through custom hiring or cooperative ownership. Conversely, 143 physical divisibility in technology can be offset by indivisibilities in institutions as is the case when, for instance, small farmers do not apply the seed-fertilizer package because they cannot gain access to adequate technical information due to extension biases in favor of large farmers. Employment Potential The second criterion which will be applied for the evaluation of variables from an equity angle, is their labor absorption potential. To the extent that scale neutrality in variables actuateseulappropriate outward shift in the production functions of small farms it would create employment Opportunities on affected farms, depending on the type of technology used (whether labor or capital intensive), and the employment slack or dis- guised unemployment on larger farms (since some of the labor supply for large farms comes from landless or landpoor categories). Congruence If a technological or institutional variable that is scale neutral and/or labor absorptive is also signifi- cant from the standpoint Of productivity, there would then be congruency between growth and equity Objectives. This quality of congruency would be a most desirable attribute in a variable from the standpoint of the Objectives of the Five Year Plan. 144 There is no presumption that simply because an alternative technology is socially more desirable, it will be automatically adopted. Actual adoption is a function of private profitability at the point of output where the added felt costs are equated with added per- ceived returns. The challenge is to identify institutional modifications that will bring private and social benefits/ costs into reasonable alignment. Assessment of Revenue Variables The income to (small) farmers from farming Opera- tions depends on the difference between average revenue and average costs at a given level of output. The revenue aspect examined here is a function of price and output. Since the farm level price of paddy is adminis- tratively fixed, it is unlikely that the prospective price is discounted by a risk fraction by farmers, as would be the case if a free market prevailed. However, since the guaranteed price is the delivered price, some marketing costs are internalized to the farm. These are the fixed costs of transporting the produce to the nearest collec- tion point, and the costs associated with uncertainties regarding the timely availability of transportation facilities soon after harvest. The costs of uncertainty will depend mainly on farmer "holding power" which in turn is a function 0M1), which is however overtaken at the point in time t due to the inherently yield-limiting k effect of crop sharing. Sri Lanka has apparently yet to reach such a point in time. 193 Figure 5 shows Why the yield-increasing effect Of input provision is Offsettnrthe yield-limiting effect of crop sharing in time tk. For the owner-operator the mar- ginal value product curve MVP makes it worthwhile to 0 apply 0x2 units of input, given marginal factor costs MFC. rm However, the marginal value product curve MVPt facing the crop-sharing tenant does not make it worthwhile for him to increase the number of units of inputs applied to greater than x1. Lg Moreover, higher-levels of adoption (and yields) by tenants do not mean that tenants are necessarily better Off than their owner-operator counterparts; the landlord may not permit a sufficient proportion of the benefits of innovation to accrue to tenants. The importance of this "tenancy" variable therefore lies not in its justification of tenancy but in its ability to reinforce the case already made in support of the crucial role that information can play in reducing adOption lags and in accelerating the adoption process. Risk.--The statistical analysis revealed that the "risk" variable X9 was highly significant (at the 1 percent level of confidence) in its effect on inter- district paddy yields in Sri Lanka. This variable takes the lO-year average difference between the area sown and 194 the area harvested. This and other aspects have already been examined in fair detail in Chapter V. The Objective here is to examine how the risk factor influences equity--the receptivity to new technology of small farmers with holdings below 4 acres in size. The risk variable is potentially if not actually congruent. It is significant for productivity, and its reduction (measured here as an increase in the area harvested as a percentage of area sown) will benefit small farmers more than large farmers (since small farmers who are nearer the k ‘ 0*, #2? margin of subsistence have to pay a higher price for error, they tend to be bigger risk averters). Also, there is evidence that in Sri Lanka crop failure (risks) affects smaller farms more than larger farms. The Central Bank reports that, "There was a steep reduction in the percentage area Of crop failure to cultivated area as the size of area cultivated increased."1 The following analysis attempts to examine two Of the components in "risk" which cause crOps on small farms to be more prone to crop failure. These factors are (a) the pest control factor and (b) the water control factor. Although on an overall basis only 10 percent of risk from crop failure can be attributed to inadequate 1Central Bank Of Ceylon, Survey of Defaults, Op. cit., p. 30. 195 pest control (Table 5.2), the data indicate that a reduc— tion in cultivation risks through better pest control will benefit small farmers more than large farmers. As Table 5.2 evidences, crop failure attributed to pests is more than twice as high in the wet zone (18 percent) where the average size of farm is less than 1 acre, than in the dry zone (7 percent) where the average size of farm is over 2.5 acres. Information from the recent Central Bank Survey is in conformity with the View that the pest factor affects small farmers more than large Farmers. The report states:1 Lower income groups are adversely affected by their inability to purchase these pest killers in adequate quantities . . . they (also) considered it less important to use such weedicides and pesti- cides than the large cultivators and high income earners who had better knowledge of cultivation. Apart from a lack of cash capital resources and technical knowledge, there are other possible reasons for the inadequacy of pesticide use by small farmers. One such reason is the probable inadequacy of credit (Rs. 25) allotted for this purpose. Yet another reason can be traced to externalities associated with pest control efforts. Due to the large number of small holdings within a given area, the efforts Of one farmer to control pests is likely to involve higher costs than if all farmers made concurrent efforts. Conversely, a farmer using k 1 author's. Ibid., p. 32. The word in parentheses is the 196 pesticide on his farm may confer uncompensated (external) benefits on contiguous farms. In either case, the externalities factor causing a divergence between private and "social" benefits/costs must, on the assumption of economic rationality, result in an under—application of pesticides. In short, it appears that pest control has ““ considerable "public good" characteristics, and should 3 therefore be treated as such. This matter will be dealt ; with when policy alternatives are proposed for improving : the productivity of small farms in the following chapter. 1? Floods and drought account for as much as 70 percent of crop failure (Table 5.2). Also, since they influence both zones equally, and there are twice as many farmers in a.given area in the wet zone, more small farmers than large farmers are affected. Although weather is an exogenous factor, improvements in infrastructure could minimize its adverse effects. For instance, water conser- vation in tanks (an ancient means of ensuring an even supply of water over the spectrum Of one year), irrigation, and improved drainage can reduce the crop failure result— ing from floods and drought. A positive correlation coef- ficient of .39 (Table 6.2) between farm size and irrigated acreage suggests that large farmers have some advantage in access to irrigation water. 197 In the wet zone, where smaller farmers predominate, "unsuitability of land for paddy cultivation (arises) from excessive water logging and drainage facilities."1 This points to a need for the emphasis on minor irrigation works in traditional areas rather than the major works in new areas. The latter have tended to be favored in the past. As the ILO Report points out,2 a long series of reports has questioned the economic viability of major colonization. Minor works in traditional areas are congruent in that besides favorably influencing productivity and cropping E; intensity, such works would also benefit more households for a given acreage, and tend to be more employment generating. Moreover, the money costs of minor works are 3 esti-, considerably lower than for major works. The ILO mates that 1 acre of land is brought under irrigation under minor works at Rs. 300 per acre, whereas major works (including colonization) cost about ten times as much; namely, Rs. 3,000 per acre. The Significance Of Techniques At the beginning of this subsection it was pro— posed that two conditions need tO be fulfilled if the 1Central Bank of Ceylon, Survey on Default, Op. cit. The word in parentheses is the writer's. 2 ILO, Report, Op. cit., p. 90. 3International Labor Organization, "Matching Employment Opportunities and Expectations," Technical Papers (Geneva: ILO, 1971), pp. 109-110. 198 biological input package is to be regarded as being optimally applied: (1) The seed, fertilizers, pesticides, water, and other components of the input package should be applied in prescribed dosage, and (2) the apprOpriate techniques corresponding to the technological package should be fully applied. For instance, seed should be planted in a manner (in rows) that will permit maximum fertilization and weed control. If not, a sub-optimal condition may be said to exist. Congruence in techniques.--The evidence indicates that techniques important for Optimality are highly con- gruent. The statistical analysis indicated that row planting was a technique that was statistically signifi- cant (at the 10 percent level of confidence) in explaining interdistrict paddy yields. It was also previously stated that the variable for row transplanting (X4) represented the concomitant techniques of hand weeding and rotary weeding.l Not only is row planting (and hand weeding) signifi- cant for yields, it (they) is (are) also more suited to small farms, and is (are) highly labor intensive. The existence of "divisibility" in row planting is suggested by the negative coefficient -.14 (Table 6.2) for the linear 1To have included additional variables for hand weeding and rotary weeding in the econometric model would have resulted in less reliable coefficients due to multi- collinearity. 199 relationship between farm size and area row planted. This is in conformity with a prior belief that row transplanting and hand weeding are Operations that are more suited to small farms.l Besides being "divisible," row planting and hand weeding are also highly employment generating. This employment potential exists in the performance of the Operations described below. (a) To replace broadcasting Of seed with row transplanting increases the demand of labor for the plant- ing operation itself. For instance 1J1 Minipé (Sri Lanka), the extra man-days required for transplanting the IR-8 rice variety is 17 to 25 days if complementary practices are adopted, and an extra 15 to 18 man-days otherwise.2 (b) Row (trans)planting facilitates access to weeds with a minimum Of soil and plant disturbance, and hence enables hand weeding to take place. The average increase in the demand for labor for hand weeding is reported to be as high as 20 man—days per acre for all varieties together.3 (c) TO the extent that row transplanting increases yields (it has been found to be statistically significant 1The ILO Technical Papers make a cursory reference to this. ILO, Technical Papers, op. cit., p. 101. 2 Ibid., p. 202. 31bid. 200 in this connection), it also increases the man-days needed for harvesting and post-harvest Operations. Transplanting reportedly increases yields from 15 to 20 percent, and this increase requires an extra 20 to 25 man—days per acre for harvesting.1 This information is supported by the Central Bank's findings in 1969,2 according to which the '?“3 average yield for transplanting was 65 percent higher than i 5 for broadcasting. The national average man-days required 3 for transplanting was 79.6 per acre, but only 34.4 for i broadcasting.3 ;; 7 It may be concluded generally that a considerable employment potential exists in this area. The dimensions Of this potential can be gauged from the fact that only about 20 percent of paddy land in Sri Lanka is hand weeded, while only 55 percent of all paddy land is subject to apy sort of weeding.4 The employment benefits from row (trans)planting can be partially negated, however, if the rotary weeder is used. The use of this machine reduces the employment llbid. 2Central Bank of Ceylon, Cost of Production of Paddy, Op. cit., pp. 21—27. 3It needs to be emphasized, however, that each of these Operations will be adopted only if the added perceived returns justify the added felt costs. NO informa— tion is available with regard to this crucial aspect. 4Ministry of Agriculture and Lands, Implementation Programme, loc. cit. 201 created from hand weeding by almost 5 man-days per acre and even more (25 man-days) if a rotary weeder is used in conjunction with a seeding machine. Farmer recgptivity to techniques.--It seems important to distinguish between technology and technique because farmer response differs between the two; farmers #7 tend to be relatively more receptive to technology than to 3 techniques. In Sri Lanka only 3.5 percent of paddy E acreage is subject to row transplanting despite its sta- iw .3“ tistical significance for yields, while only 20 percent of the acreage is subject to hand weeding. On the other hand, the S-F package has been applied to 75 percent of paddy landsl though not necessarily in optimal dosages. The ILO Report states: "For a country with severe unem- ployment it is surprising to what extent tried and tested labor-intensive techniques in agriculture are . . . ignored."2 Evidence of increased farmer resistance to tech- niques is also observed in the experiences of other areas researched. For instance, evidence from Western Uttar Pradesh in North India indicates that farmers growing wheat were more prepared to change the physical input than the methods that were associated with them (9, pp. 51-52). llbid.. 2 ILO, Repopt, Op. cit., p. 91. 202 There were very few changes in regular crop Operation in the survey farms, and even the basic irrigation technique was unchanged in spite of the use Of purchased water. Given the definition of Optimum adoption made earlier in the subsection, the effect of farmer resistance to techniques on the diffusion process is illustrated in 7“ Figure 4. Such resistance has the effect of flattening the diffusion curve, so that it moves downward from OBCD to OBCG. Do row transplanting and hand weeding generate ifi significantly greater returns thrOugh increased yields than chemical weeding? If so, are these benefits recog- nized by farmers? What factors on the cost side of farmer calculus offset the benefits in returns from row planting (hand weeding) and thereby cause such techniques to be rejected in favor of chemical spraying? This would appear to be an important area for research and possible exten— sion emphasis. The information already available suggests that although the private (and social) returns from row planting and hand weeding may be higher than from chemical weeding, cost factors tend to offset these benefits. The "row transplanted" variable (which represented unincluded vari— ables for rotary weeding and hand weeding) was found to be statistically significant at a 10 percent level of proba- bility, while the "chemical weeded" was not. While the 203 coefficient 83 for chemical weeding was .12, the coefficient 84 for row transplanting was .60. The cost factors that probably Operate to render chemical weed— ing preferable to row planting are as follows. (a) The tax allowances specified for Spray equipment such as the 80 percent development rebates, FT together with low interest rates and over-valued for- eign exchange rates, must influence the cost of random 3 planting and chemical weeding relative to that of row planting and hand weeding. J (b) Changes involving organization and routine must have high felt costs, especially for small farmers who are more tradition bound. For instance, in Sri Lanka it is a strong tradition that consanguineous farmers work each others' fields. Hence labor appli- cation may be limited by the size of the extended family. As the West Pakistan study indicates, so long as new technology fits into the existing cultural routine and agricultural calendar, they will be more readily accepted (5, p. 72). (c) The farmer appears to have to incur high search and organization costs in labor utilization. The ILO Reportl recognizes a need to "improve the accessibility lILO, Report, Op. cit., p. 21. 204 of information concerning seasonal and casual employment." The Report states: "The dry zone is still short of labor at certain seasons when workers have nothing to do in other parts of the country."1 (d) The credit scheme fails to distinguish between traditional and new varieties in its allocation of cash for row planting and hand weeding. The sum allocated is only Rs. 50 (Table 5.5) whereas about 40 extra man-days are required for these Operations, according to the ILO.2 (e) Techniques make demands on the entrepreneurial (organizational) abilities<1ffarmers, which abilities may be latent or inadequate. (f) There may be extension biases in favor of the (statistically) more visible changes in output than in the (statistically) less visible changes in employment. Summary The chapter sought to assess the variables from the standpoint of equity. Two criteria were suggested for making this assessment: ~(a) scale neutrality, and (b) employment generation. In evalu- ating scale neutrality, the correlation coefficient between farm size and each of the other independent 5:31;, p. 127 . 2ILO, Technical Papers, Op. cit., p. 202. 205 variables was regarded as a weak but nevertheless useful indicator. It was used to either confirm or raise ques— tions regarding the prior information available with regard to the degree of scale neutrality in a variable. Major sources of this prior information were the regional and Sri Lanka primary—data-based micro studies listed in Appendix A. If variables that were employment generating and/or divisible were found to be significant from the 5 standpoint of paddy productivity, the variable was then said to possess the desirable quality of congruence between :5 equity and output. ”" ‘”“”“ . The variables that were important from the stand— point Of paddy revenue in Sri Lanka were yields and cropping intensity. It appeared prima facie that there was a contradiction between the prior knowledge Of a negative relationship between yields’and farm size and the posterior knowledge of a statistically significant positive rela- tionship between them. It was shown, however, that this conflict may be more apparent than real, because mixing adOptors and non—adOptors at an aggregated national level, particularly in a situation where early innovators are large farmers, makes it possible to Observe a significant positive relationship between yields and farm size, with— out refuting the prior belief held. The results with regard to the relationship between cropping intensity and farm size indicated that there may be more income-increasing 206 potential on small farms from increasing crOpping intensity than is generally presumed to be the case. It appears there is a considerable degree Of consistency and congruence between output and equity variables. It transpired that tractorization, which was antagonistic to equity because of its employment-limiting or labor—displacing effects, was also unimportant from the standpoint of both yields and crOpping intensity, although the latter may not continue to be the case. The practice of chemical weeding through the use Of spray equipment, which was not statistically significant for yields (although there was evidence that it did have some appreciable positive effect), was also found to be unim- portant for employment. In fact, chemical weeding was found to be associated with techniques that were compara~ tively weak with respect to both output and equity. On the other hand, row planting, which was statistically significant for yields, also has considerable employment generation potential. The general conclusion that emerged from the analysis of agricultural mechanization was that although application of mechanical technology resulted in a clear discrepancy between private and social benefits, no general verdict on agricultural mechanization was possible. The variables determining the desirability Of specific machines in specific situations are so numerous that 207 policy measures taken at a macro level need to leave room for technical flexibility. Notwithstanding the scale neutrality in the physical seed-fertilizer package, its applicability to small farms was found to be limited. The positive relationship between farm size and adoption was partly attributed to small Fix farmer lags. Small farmers were found to be later adOptors, and the only discernible reason why small farmers adopted later rather than sooner (ceteris paribus) was due to the reduced risk from later adoption. The reduced risk in $3 turn stems mainly from improved information that reaches small farmers from the demonstration effects Of early adOptors, the develOpment of informal local channels, and formal extension contact. Since technical information flowed unevenly through the farm size structure, time (adoption lags) is a proxy variable for information costs to the farmer. Informal local channels may be a substitute for deficient extension. Early adOptors seem to confer an external benefit on laggards which tends to make the diffusion process inherently sub-optimal. Possible factors inhibiting small farmer access to technical information (thus in effect increasing the average cost of adoption for small farmers) were indi- visibility in the time needed to learn how to use new inputs, extension biases against small farmers, the lower 208 receptivity to new information on the part of small farmers, and control over some multipurpose cooperatives by non-peer groups. Indirect proof that improved channels of informa- tion have the capacity for accelerating the adoption process was found in the influence of the perceptibility $23.3 of benefits and tenancy on adOption and productivity. i g Acquisition costs of inputs were also found to g be higher for small farmers. i Production credit was discounted as a factor :5 entering into the perceived positive relationship between farm size and adoption of biological technology. This conclusion did not, however, extend to the effect of credit on the positive relationship between farm size and mechanical technology. It is conceivable that unless the credit disbursement rules are changed, small farmers who were bigger defaulters in the past may be prevented from adopting despite a desire to do so in the future. Contrary to theoretical presumptions, tenants seemed to have a higher level of adoption than their owner-Operator counterparts. But this factor justified extension rather than tenancy because it served to underline the importance Of the information factor, and reveal limited productivity potentials in concomitant crop-sharing arrangements. The risk factor was found to be statistically significant for interdistrict paddy yields, and there was 209 evidence that small farmers were affected more by crop failure than large farmers. Crop failure due to pests and plant disease affected small farmers more than large farmers due to the limited sum allotted for pesticide use under the credit scheme, the lack of savings and technical knowledge, and possible externalities in pesti- cide use. There is no evidence that small farmers are particu- larly disadvantaged in their access to irrigated water. However, minor irrigation works seem to be more congruent than the major works that tend to be presently emphasized. There is considerable congruency in the techniques Of row transplanting and hand weeding, but their rela- tively greater revenue benefits vis-a—vis chemical weeding seem to be offset by probable higher relative costs. This was identified as an important area for research and extension emphasis. CHAPTER VII ALTERNATIVE POLICY SUGGESTIONS FOR SRI LANKA Introduction Policy Options cannot be separated from policy goals. The broad goals of growth and equity were con— densed to the more specifh: Objective of increasing the j *1 productivity of paddy farmers with holdingskbelow 4 acres in size in a manner that will adequately increase employ- ment for surplus agricultural labor. This Objective was narrowed still further to focus on specific variables (that were seen to be important for increasing paddy pro- ductivity on small farms and increasing employment Opportunities. The analysis indicated that the use of tractors, and perhaps the use of spray equipment for weeding, should be de-emphasized (although there is a clear need for technical flexibility), and that less reliance should be placed on the disbursement Of credit as a major means Of increasing small farmer productivity. At the same time it is necessary that factors that encourage a more Optimal and widespread application of the seed—fertilizer package and congruent techniques (chiefly row transplanting/ 210 211 'hand weeding)kmeemphasized. The constricting institu- tional variables here were the high cost of information to small farmers (mainly due to evident extension weaknesses), the high real cost of acquiring fertilizers and other inputs, and the technical risks in production from lack of pest control and water control. The objective of this chapter is to suggest policy Options that will cause those variables that are unfavor- able to growth and equity to be de-emphasized, and those variables that are congruent or potentially congruent to be emphasized. It needs to be expressly stated, however, that actual acceptance of the biological package and associ— ated techniques depends not on the characteristic of congruency, but on profitability--whether the added perceived benefits to the farmer are worth the added felt costs. Therefore no specific extent of adoption of congruent techniquescn:technologies can be determined in the absence of information with regard to relative prices and costs at the community and farm level. Hence no blueprint for action will be suggested. Nevertheless, a number Of alternative suggestions for economic, institutional, and organizational modifica— tions came into View as the analysis proceeded. Since these suggestions are tentative in nature, they need to be examined and defined more specifically within relevant 212 agencies. They should be implemented so as to reduce certain existing limitations to production expansion and income improvements on small farms and to create programs and emphases which stimulate expansion in production and employment on small farms, and thereby improve income distribution. Such changes would be consistent with the economic movement and performances desired in the Five Year Plan. Policy Alternatives Fiscal Changes Fiscal changes have the ability to change rela- tive prices so as to bring social and private benefits/ costs into closer alignment. Appropriate changes in relative prices can discourage the use of those technolo- gies and techniques considered less desirable for the productivity of small farmers and employment generation (income disparities), vis-a-Vis those considered more desirable for these purposes. The quantitative effect theoretically depends on relative prices and cross elasticity of demand factors. The strategy proposed will in effect rearrange the manner in which the chips fall so that the resultant performance contributes more to the growth and equity objectives of the Five Year Plan. It may be advisable to apply the higher of the two exchange rates to imports of tractors and (power) “e... 213 spraying machines, so that the c.i.f. value of imports will ireflect the prevalent acute foreign exchange scarcity. Consideration may be given to reducing or abolishing some or all of the capital allowances (tax concessions) with regard to these types of agricultural machinery. This recommendation would specifically apply to the lump sum depreciation of 80 percent of the cost on "short-lived" equipment and 66 2/3 percent on "normal” machinery, the exemption from business turnover tax given agricul- tural machinery, and the develOpment rebates of 40 percent of the cost of the assets that are allowed in addition to lump sum depreciation allowances. In the interests of improving the income distribution, it may also be advisable to eliminate the tax holidays to large farmers who engage in food production on jungle land. Consideration may be given to increasing the com- mercial borrowing and lending interest rates to reflect both the scarcity of capital and the rate of inflation, and to replace the tax concessions for machinery with tax concessions for labor costs (or change in labor costs) incurred in agricultural production. These changes will increase the price Of agricul- tural machinery to reflect their social valuation and require that the present value of added future output from 214 'the use of machines exceed the discounted cost of invest- ment valued shadow input prices, before their use is considered worthwhile. As the foregoing implies, these changes permit the chips to fall where they may with regard to mechanical technology thus facilitating techni- cal flexibility (although not ensuring it--see below). E73 Elimination of Market Controls on MachinerypSupply Concurrently with fiscal changes, steps may be taken to make machinery and spare parts freely available at the new (higher) price in order to ensure maximum technical flexibility in their use. This involves abol- ishing or reducing or changing physical import and exchange controls on machinery and spare parts imports, which presently Operate in a cumbersome manner due to inevitable bureaucratic rigidities. There is evidence that over half the tractors in Sri Lanka are not used at any one time due to the nonavailability of spare parts,1 thus keeping farmers from attaining the very flexibility that is the most desirable attribute of tractors. The ready availability of mechanical equipment and spare parts is also likely to eliminate wastes in the use of energy by reducing the uncertainties associ- ated with tractor use. Since many farmers retain tradi- tional sources of power (draught.animals) in reserve for lILO, Report, Op. cit., p. 15. 215 use in case of mechanical failure, the free availability of spare parts would reduce duplication and wastes, besides making available to society the social benefits from the release of fodder land. The existing marketing structure can be retained. The private sector has well developed distribution channels that may be used. In addition, quasi public channels which have been recently established in the Tractor Corporation could be expanded to deal with all types of agricultural machinery importation and distribution in competition with private sector channels. The payment of commissions on sales to quasi public employees, and the use of public pricing policies to ensure reasonable private pricing, are expected to contribute to efficiency in the marketing of machinery and spare parts. Production Credit Production credit, it was shown, plays a largely facilitative role. There was also evidence that small farmers were bigger defaulters and that the availability of credit to them per se has not induced them to innovate to the same extent as large farmers. Provision may be made to reactiviate the credit scheme without writing Off loans outstanding (and thereby encouraging even greater default in the future). The recovery of outstanding loans to date may be spread over five to six seasons, or even ten, in order to make past :4! 216 defaulters re-eligible to receive credit. Recovery should be a less important problem now that the government-owned Paddy Marketing Board is the sole legal outlet for paddy. However the repayment rate would cease to be an index of productivity increases. Loans may be confined to small farmers with hold— {“5. ings below 4 acres in size. If subsidized inputs are 5 also confined to these target groups then the credit may i take the form of physical input provision. When cash f .2 payments are called for, they could be made in the form éj of vouchers which would be encashable only by the recipient at a local bank or coop. For instance, if labor is paid in the form of vouchers, encashment at the local coopera- tive or bank may be confined to the person who Offered his services. This procedure may reduce the possibility that credit would be put to nonproductive uses, although not ensuring it. This suggestion could, however, lead to results that are counterproductive. It is possible that labor will tend to show a preference for the more affluent who pay in cash and this could result in higher wages (either in terms of the money wage rate or only being able to attract less efficient workers) for the smaller farmers who pay in the form Of vouchers. It seems necessary to considerably increase the credit allotment for row planting and hand weeding (and perhaps pesticide use). 217 It may be advisable to tie the production credit scheme to a supplementary scheme providing credit for the settlement of accumulated past loans owing to private money lenders. These accumulated debts may be settled by the state, and amortized by farmers in small installments from the sale Of proceeds of future paddy output. Specific loans for ceremonial needs would need to be provided to prevent future indebtedness to private money lenders. Improved extension discussed below should help considerably in increasing the efficacy of the credit scheme by increasing the farmer's ability to repay. Extension The wider application of the congruent variables of the S-F package, row transplanting, hand weeding, water control (through minor irrigation works and improved drainage), and pest control can contribute much to the Specified goals, given the planning horizon Of five years. To do so two broad institutional—organizational vari- ables need to be made operationally more effective. Input supply channels need to ensure timely and adequate supplies, and the extension service should be able to provide the conconitant technical information that will reduce information costs sufficiently to accelerate the adoption process. The expanded use Of the techniques of row transplanting, hand weeding, minor irrigation, and . 1 angu- 218 dranage also require an intensive extension effort, besides the other measures recommended. The information with regard to the extension service in Chapter V indicated that the service was defi- cient, while Chapter VI drew attention to its crucial role for the adOption of new technology by small farmers who tend to be laggards. Steps are already underway to use more stream- lined methods Of extension program planning and evaluation.1 This is to be accomplished through the provision of a cadre of "Extension Specialists" (who will act as liaison between research agencies and extension staff), in-service training in extension work for university graduates, and an increase in the number of demonstration plots and the use of the radio medium. Other measures need to be considered for speedily increasing the presently deficient extension ratio. One means for doing this may be by a large-scale recruitment of unemployed or underemployed science graduates with farm backgrounds and providing them with a crash course in extension and subsequent employment in the service. Another alternative that may be explored is to concentrate a majority of the present extension cadre in each of the administrative divisions for a period of one (or two) years, so as to improve the extension ratio in the 1Director of Agriculture, Op. cit., pp. 191-95. 219 short run. Particular attention may be paid to the tar- get groups. The success Of this strategy to intensify exten- sion depends greatly on the enthusiasm and efficacy of the extension personnel. The successful mobilization of extension workers appears to be a prerequisite to the 373% mobilization Of farmers. Extension workers may need to ~ i be adequately compensated for the inconvenience costs of i temporary relocation. This compensation may be composed Arr of a fixed component and a variable component, the latter “J being tied to output increases in a given area. Output information would be readily available at the local Offices of the Paddy Marketing Board, which is the sole legal outlet for paddy. An alternative strategy that is more experimental and flexible may be adopted. Within one division it may be possible to intensify extension contact to a ratio of perhaps 1:250; in another, the existing structure and ratios may be retained, but have extension personnel concentrate on small farmers with holdings less than 4 acres; in a third division, it may be possible to increase the number of personnel through additional recruitment, and confinetfluaefforts of the new staff to target group farmers. This strategy would be less disrup- tive to individuals in their living conditions, and thereby be conducive to stimulating innovative extension projects. 220 Studies would be needed to determine the best extension strategy. For instance, reluctant farmers may be mobilized by putting a small fraction Of their land under new varieties, and assuring them of at least the income foregone from traditional varieties. Those who have already adOpted may be shown how to move toward Optimum adoption. Risk reductions may be possible through a diversification of (new) varieties applied, so as to balance at the margin the utility of added returns against the disutility of added uncertainty.l lSuch diversification is very similar to the port- folio strategy that investors in developed countries adopt with regard to their investments. The concept Of a "portfolio" is taken from liquidity preference theory in macroeconomics and qualifies for transfer to a traditional context because traditional farmers are risk averters, and there is similarity in the direction of the relation- ship between uncertainty and prospective yields. The various types of new seed varieties in a traditional economy have the identical attribute of an inverse relationship between yield and uncertainty as do securi- ties in a developed money economy. Thus a new improved variety (NIV) like BGll may have high expected return but a relatively low probability that this return will be realized; an Old improved variety (OIV) like H4 or IR-8 may have a comparatively lower yield potential than the NIVs, but because they are more robust have less yield variability; the expected return from traditional vari- eties (TV) may be even lower, but there is greater cer— tainty about its realizability. Hence it would be possible to arrange the "portfolios" of traditional farmers in such a way as to balance at the margin the utility Of additional return against the disutility of additional uncertainty” This concept can be traced to J. Tobin's "Liquidity Preference as Behaviour Towards Risk," Review of Economic Studies, 25(2):65-86, 1958. 221 Input (Acquisition) Costs It is necessary to reduce input acquisition costs which are higher for small farmers. As was indicated in Chapter V, the input supply problem has two dimensions to it: the lack Of timeliness in supplies affects all farmers in a given location while the supply procedures impose greater burdens on small farmers. In either case, ' i the costs of acquisition must be higher than otherwise a would be the case and must consequently have an effect on V productivity and incomes. ijvw As argued in Chapter V, input subsidies are more likely to encourage innovations than price supports, and they tie government expenditures to the degree Of innova— tion, unlike price supports. As was stated in Chapter VI, input subsidies constitute a large regressive transfer from taxpayers to large farmers because large farmers use more subsidized inputs than small farmers. Hence measures are needed to ensure that input subsidies continue to have their expected favorable effect on innovation, without being regressive and thus inimical to the distribution of income. An alternative to be considered is to make unsub— sidized fertilizer and other inputs easily available through private outlets, while confining subsidized seed and fertilizer to farmers with holdings below 4 acres, irrespective Of crop. Such an innovation in fertilizer 222 marketing is expected to yield three major benefits. It would firstly reduce the regressive element in the present scheme; secondly, reduce the acquisition costs for small farmers; and thirdly, contribute substantially to input marketing efficiency. If the subsidized fertilizer is made available purely on the basis of farm size regardless of the type of crop, it would remove much of the time-consuming procedures presently in Operation to ensure that ferti- lizer utilization is crop-specific. These reforms do not, however, safeguard against the resale of subsidized fertilizer by eligible farmers. This danger may be reduced by limiting a small farmer's eligibility to receive subsidized fertilizer to a specified number of seasons (two or perhaps four). Such limitation would have the further benefit of compensating early adOptors for the greater risks of early adoption. Another alternative would be to provide subsidized fertilizer to all innovators irrespective Of size for a specified number of years. Yet another alternative is to reduce the subsidy considerably (e.g., from 50 percent to 10 or 20 percent) but make fertilizer easily available through both private and public sources. As a supplementary measure, cooperative employees may be paid a commission on subsidized or unsubsidized input sales. 223 The upshot of these measures would be to increase, the efficiency and efficacy of input market channels. The development of private channels would introduce a competitive element into input supply channels that would Operate to the advantage of farmers by increasing their bargaining power vis-a-vis input suppliers. It would also strengthen the local market system in terms of timeliness and adequacy of supplies, and hence be conducive to optimum levels of adoption (where the MVP of an input equals its price). The financial savings from confining the ferti- lizer subsidy to small farmers (amounting to about Rs. 18 million) could be diverted to agricultural research, minor irrigation works, and improving extension. An idea of the potential in this area can be gauged from the fact that if only half the present fertilizer subsidy savings (Rs. 9 million) is applied to minor irrigation works, 25,000 additional acres can be brought under improved irrigation and drainage per annum. Labor Utilization Costs There is a need to reduce search costs of labor not so much to reduce costs of labor hiring for the large farmers,knn:rather to facilitate an expansion in their 1The cost of minor irrigation averages Rs. 300 per acre, while annual maintenance costs average around Rs. 60 per acre, according to the ILO, Techndcal Papers, Op. cit., p. 110. 224 use Of hired labor, thus stimulating employment. The present local—level network of multipurpose cooperatives may establish an employment exchange division, supple- mented by a notice board, to bring together the suppliers and demanders of labor. An alternative proposal suggested by the ILO Report1 is to create a network of labor c00peratives at the district level rather than at the local level that could match up the job seekers and jobs, and also pass on requests which could not be met to neighboring (district) COOperatives. NO matter which alternative is finally adopted, it would be necessary to provide incentives to Officials who perform these functions that will cause them to Operate in the general social interest. It may be necessary to make the head Of the employment division an elected official so as to ensure his responsiveness to the needs Of (local) job seekers and employers. Pest and Disease Control It was seen earlier that crop failure attributable to plant disease and pests accounted for between 12 to 15 percent Of "risk" and that this factor affected small farmers more than large farmers. lILO, Report, Op. cit. ' ’F.‘ . r-um “he.“ ‘ 225 A solution may be to increase the credit allotted for pesticide use. However, this does not solve the problem of externalities associated with pesticide appli— cation. Since pesticide use has public goods character- istics, it may be advisable to leave pest and disease control under extension aegis where the costs would be socialized. But the success of program implementation measured in terms of adequacy and timeliness in pesticide application will depend on the extent to which extension interests coincide with farmer interests. If extension incentives are tied to changes in output (as suggested earlier) success is more likely to be achieved than otherwise. If the pest and disease control program is effec- tively administered, the credit allotment for pesticide use may be withdrawn. But it is suggested that the credit allotment be maintained for use by farmers in the event of extension deficiencies in program implementation. The alternative of leaving pest and disease con- trol to cooperatives may be examined, although the existing cooperative structure would need to be reformed before success can be expected. Research Needs There is an important and pervasive need for continuous, relevant and adaptive research. MI: I. 7 226 In the area of mechanical technology there is a clear need for task specific machines and a need to develop simple water control system in the wet zone. The lack of task—specificity in machines causes fixed costs to be higher than otherwise, and this in turn results in more labor being displaced than otherwise would be the case. In Sri Lanka tractors make possible the plowing of hard dry soil in the dry zone for which draught animals would lack the power intensity. But the purchase of tractors needed for the specific task of breaking up hard soil introduced into the production function a fixed cost that necessitates the use of tractors for other tasks like puddling, threshing, hauling, etc., for which the use of tractor power would otherwise not be warranted. Alternatives to tractor use for plowing may also be explored. Instead of using tractors for this purpose, it may be worthwhile for instance to simply divert for a few days the power from the engines of ordinary diesel trucks used for transport to the task of plowing, by develOping appropriate attachments such as pulleys and cables that permit the power source itself (truck) to be positioned outside the field.1 Water also is a sub- stitute for tractor power in the sense that it may be possible to use water from the existing network of tanks 1That this may be technically feasible was commu- nicated by an agricultural engineer who further said that similar devices had been used in the U.S. at one time. 227 to soften the ground sufficiently to permit plowing by draught animals. The benefit-cost ratio of using tubewells for this purpose might also be explored. With regard to biological technology, it is neces- sary to know which of the 22 varieties are Suited to which ecological locality, how pests and diseases could be EB%L better controlled, and how weed control by water can be replaced by weed control by correct methods of planting and mechanical and hand weeding. .1 This study has also delineated the major areas for economic research. More information is required on the relative costs and elasticity of substitution between the more labor-intensive and capital-intensive technologies and techniques, particularly in planting and weeding, and on the benefit-cost ratio of simple water control systems utilizing pumps, lift irrigation, and tubewells as against the capital-intensive large-scale irrigation projects that are now emphasized. In order that these and other alternatives may be researched, adequate funding and apprOpriate directives need to be given to research agencies. The funds may be raised from foreign aid, and expansion of the regional research agency in Central India may be considered due to the considerable economies of scale and externalities involved. This admittedly is a long—range solution. CHAPTER VIII SUMMARY This study sought to identify policies that would rafig contribute to increasing paddy output in a manner con- tributory to the growth and equity objectives of Sri Lanka's Five Year Plan. This required the identification 3'“ and assessment of technological and institutional vari- ables, and an investigation of how they could be made to interact to increase paddy productivity among small farmers and significantly generate employment opportuni— ties in the rural sector. Technology constituted a link between growth and income distribution. The primary source of growth is not through the reallocation of traditional factors or greater application of such factors; rather, it is through the application of new off-farm purchased inputs embodying modern scientific knowledge. But the actual nature of the impact of technological change on income distribution is determined by the socio-political milieu in which it occurs. Technology is not neutral with respect to its effect on personal and functional income distribution; it implicitly influences both. 228 229 Since technology has an inevitable impact on income distribution, policies designed to achieve equity should be explicitly incorporated into policies designed to increase productivity. If the redistributive impact of technology can be harnessed and directed toward desired equity goals, it reduces the reliance that needs to be placed on fiscal and welfare policies for income redis- tribution. Redistributing income sources rather than income streams has several advantages over conventional methods. First, it minimizes the effect of a probable trade-off between growth and equity ensuing from the transfer of (potential) savings for consumption. It involves instead a substitution of investment by low income groups for investment or consumption by high income groups. Since the transfer is of investment goods, it also contributes toward a socially desirable pattern of production. Second, it reduces the possible adverse effect that the transfer of income flows may have on incentives of poten- tial investors, since it provides capital to persons who presumably haveEigreater marginal utility for the incre- mental income subsequently generated. Third, since a redistribution of income sources changes the pre-tax distribution, it preempts possible obstacles to subsequent redistribution by fiscal means that may arise from the existence of fixed assets and the resistance of their 230 political manifestation (vested interests). Fourth, the transfer of income sources (new agricultural technology) increases the supply of goods (food) for which income elasticity of demand is high, and at the same time arranges for its sale at fairly stable prices by increasing rural incomes and actuating an outward shift in the demand curve. Fifth, since in a traditional economy signifi- cant output increases must occur along a new (higher) production function, the activation of a consumption multiplier through a redistribution of income streams rather than income sources (by the transfer of income from persons with a relatively high marginal propensity to save to those with a relatively low marginal propensity to save) is likely, due to supply inelasticity, to stimu- late inflation rather than generate output and employment. The conceptual framework developed demonstrated that the interaction of the primary variables of tech- nology and institutions determined output and the manner in which the resultant income was distributed. Resource endowments influence the interaction of technology with institutions but only to the extent that the political process chooses to discover shadow price signals and, once discovered, chooses to be guided by them. The distribution of political power ultimately determines who should gain or lose by the interaction of the primary variables. '_ w. 'W-I’H'I} 231 Program (policy) benefits (direction) in Sri Lanka cannot be determined without reference to the social welfare function as embodied in the Objectives of Sri Lanka's Five Year Plan. Moreover, only when these program benefits (outputs) are determined can the variables (inputs) needed to achieve them be identified. An inference was drawn that the Five Year Plan sought to reduce disparities but not to the point that they disap- pear altogether. Such an inference made the concentration area of the Lorenz curve relevant because it deprived the line of equal distribution of normative significance, and made the Lorenz curve a normative outer bound. The concept of the poverty rate, in conjunction with the notion of the economic size of farm,vuu5used to identify target groups (those with holdings below 4 acres in size) which were to be the focus of programs. Those farm households with incomes above the poverty line were to be outside the general scope of agricultural development programs providing access to subsidized income sources (like ferti- lizer and seed), although they were to have access to the benefits of specific projects or schemes to which market alternatives were not available (like the guaran- teed price scheme). With the focus established, it becomes possible to determine program objectives, and therefore to identify the variables relevant for achieving them. These objectives 232 called for the identification and assessment of variables from the standpoint of both growth and equity. Accord- ingly, variables that were significant for paddy produc- tivity and the cropping index in Sri Lanka were identified, and thereafter their applicability to small farms and their employment generation potential were evaluated. A regression of five technical and five institu- tional variables on interdistrict paddy yields revealed that for policy purposes, the seed-fertilizer package was (as expected) highly significant for yields. Other variables that were significant were row transplanting, rotary weeding and hand weeding, the risk factor in pro- duction, and farm size. It was concluded that chemical weeding and the renting of holdings (the tenancy factor) had a positive and important, though statistically insignificant, effect on yields. For tractor use and production credit, the statistical analysis indicated that they were not important for interdistrict differences in paddy productivity. An R2 of .76 indicated that 24 per- cent of paddy yield was not explained by the included variables (and the excluded variables for which they were proxy). Since most of the variables relating to tech- nology (and techniques) were included in the regression analysis (either expressly or by proxy), much of the unexplained variation was attributed to omitted institu- tional, infrastructural,anuiresource endowment factors. 233 The major excluded objective institutions were identified as technical information (mainly extension) and input supply differences between districts. The subjective institutions were religious, cultural, and social factors. The relation between farm size and output indicated more scope for yield increases and double cropping among small farmers than is generally supposed. Tractorization, which was found to be not significant for yields, was also found to be antagonistic to equity. Despite the general conclusion that emerged that the application of mechanical technology resulted in a clear discrepancy between private and social benefits in Sri Lanka, no blanket condemnation of tractorization and the use of power spray equipment was possible because of a need to ensure technical flexibility with regard to the use of such equipment. Notwithstanding the scale neutrality in the physical seed-fertilizer package, its applicability to smal farms was found to be limited. The positive rela- tionship between farm size and adoption was partly attributed to small farmer lags--small farmers were later adoptors. The only discernible reason why small farmers adopted later rather than sooner (ceterisgparibus) was the reduced risk from later adoption. Since technical informa- tion flowed unevenly through the farm size structure, small farmers postpone innovation until perceived risks are .‘. _ -;"| “mv~ 234 reduced through adequate information from the demonstra- tion effects of early adoptors, the development of informal local channels, and formal extension contact. Hence time (adoption lags) is a proxy variable for information costs to the farmer. Possible factors inhibiting small farmer access to technical information (thus in effect increasing the average cost of adoption for small farmers) were indivisi- bility in the time to learn how to use new inputs, extension biases against small farmers, the lower receptivity to new information on the part of small farmers, and control over some multipurpose c00peratives by non-peer groups. Indirect proof that improved channels of informa- tion have the capacity for accelerating the adoption process was found in the influence of the perceptibility of benefits of technological change and tenancy on adop- tion and productivity. ’ Perceived input costs were found to be higher for small farmers due to high fixed costs in input acquisition. Production credit was discounted as a factor entering into the perceived positive relationship between farm size and adOption of biological technology. The existence of this positive relationship despite the availa- bility of credit for small farmers indicated that less reliance should be placed on credit as a means of inducing technoloqical change in agriculture. It is likely, 235 however, that the credit factor did enter into the posi- tive relationship between farm size and mechanical technology due to inadequacy of loan allotments for the utilization of mechanical equipment. Conceivably, unless credit disbursement rules are changed, small farmers who are ineligible to receive further credit because they were bigger defaulters in the past, may be prevented from adopting despite a desire to do so in the future. Contrary to theoretical presumptions, tenants seemed to have a higher level of adoption than their owner— operator counterparts. But this factor justified extension rather than tenancy because it served to underline the importance of the information factor, and revealed limited productivity potential in concomitant crop-sharing arrangements. The risk factor was found to be statistically significant for interdistrict paddy yields, and there was evidence that small farmers were affected more by crop failure than large farmers for several possible reasons: the limited sum allotted for pesticide use for those participating in the credit scheme, the inadequate amount of operating capital, the limited technical knowledge, and externalities in pesticide use. There is no evidence that small farmers are par- ticularly disadvantaged in their access to irrigated water. 236 However, minor irrigation works seem to be more congruent than the major works that tend to be presently emphasized. There is considerable congruency in the techniques of row transplanting and hand weeding, but their relatively greater revenue benefits vis-a-vis chemical weeding seem to be offset by probable higher relative costs. This was identified as an important area for research and extension L ; emphasis. The policy suggestions made sought to de-emphasize variables that were antagonistic to the objectives of the 45 L Five Year Plan with regard to paddy, and to emphasize those that were contributory to those objectives. The limitations of the study were expressly recognized. The recommendations were tentative in nature; they sought in the main to indicate general directions, and suggest alternatives for further exploration and empirical study --not a blueprint for action. No specific extent of adOption of congruent techniques or technologies can be determined in the absence of information with regard to relative prices and costs at the community and farm level. Fiscal changes were proposed that would change relative prices in a manner that will bring social and private benefits/costs into closer alignment. It was suggested that foreign exchange and interest rates applicable to agricultural machinery imports and purchases have market prices that reflect their true cost to the 237 economy. Tax concessions applicable to machinery should be reduced or abolished, and replaced with tax concessions for (changes in) labor utilization. Concurrently, physical market controls over machinery and spare parts utilization may be eliminated so as to ensure maximum technical flexi- bility in their use. The use of both public and private channels for machinery distribution is likely to contribute to marketing efficiency. Provision may be made to reactivate the production credit scheme by staggering recovery of outstanding loans, confining loans to small farmers, increasing the credit allotment for row planting, hand weeding (and perhaps pesticide use), amortizing past loans to private lenders, and providing loans for specific ceremonial needs (to safeguard against future indebtedness to private sources). The analysis revealed that extension is a key variable that needs to receive greater emphasis. It may need to be applied regionally (intensively) in order that the externalities and economies in the adoption process may be captured, and the time span needed for a given level of adoption may be telescoped. Such levels of intensity may be achieved over a longer period by recruit- ment of trained extension personnel into the service. Reforms are needed that will tie extension incentives to desired performance. Fm- 238 It is imperative that the high (fixed) costs of input acquisition be reduced for small farmers by con- fining subsidized inputs to small farmers, perhaps for a specified number of seasons (while making unsubsidized fertilizer freely available through private channels), and eliminating the crop-specific character of the fertilizer subsidy that presently necessitates intricate bureaucratic checks. Another possible alternative is to provide inputs at reduced levels of input subsidy to all farmers, through both public and private channels. These measures would reduce input acquisition costs for small farmers, reduce the regressive element in the input subsidy, and con- tribute to marketing efficiency by increasing outlet Options for farmers. Search and organization costs of labor utilization may be reduced by setting up employment exchanges at the local or district level. Costs of pest and disease con- trol need to be socialized due to externalities in pesticide application. But success in such a program (measured in terms of timeliness and adequacy of pesti- cide application) can be expected only if incentive mechanisms are devised that tie the motivations of program administrators to desired performance. An important and pervasive need exists for con- tinuous, relevant and adoptive research, particularly for 239 developing simple water control systems in the wet zone, task-specific machines, and examining the relative costs of labor-intensive as against capital-intensive techniques. APP END ICES 240 APPENDIX A ' fig SOURCES OF PRIOR BELIEF FOR THE EVALU- ATION OF STATISTICAL RESULTS 241 APPENDIX A SOURCES OF PRIOR BELIEF FOR THE EVALU- ATION OF STATISTICAL RESULTS Regional Studies .? Ahmad, Bashir. "Farm Mechanization and Agricultural Development: A Case Study of the Pakistan Punjab." Ph.D. dissertation, Michigan State University, 1970. Naseem, M.l "Small Farms and Agricultural Trans- E; formation in Pakistan Punjab." Ph.D. dissertation, ~ University of California, 1972. Peacock, D. L. "The Adoption of New Agricultural Practices in Northeast Brazil: An Examination of Farmer Decision~Making." Ph.D. dissertation, Michigan State University, 1972. Rebello, N. S. "Agricultural-Program Planning to Reflect Potentials of Small Farms, with Application to Mysore State, India." Ph.D. dissertation, Uni— versity of Tennessee, 1972. Rochin, R. I. "Microeconomic Analysis of Smallholder Response to High-Yielding Varieties of Wheat in West Pakistan." Ph.D. dissertation, Michigan State Uni- versity, 1972. Schluter, M., and Mellor, John W. "New Seed Varieties and the Small Farm/'Cornell International Agricul— tural Development Reprint 52. Department of Agricultural Economics, Cornell University, Ithaca, New York, June, 1972. Singh, R., and Leagans, J. P. Communication and Socio-Economic Variables Related to Fertilizer Use by Indian Farmers. Department of Education, New York State College of Agriculture, Cornell, 1972. Stevens, Robert D. "Rural Deve10pment Proqrams for Adaption from Comilla, Bangladesh, Agricultural Econ— omics Report No. 215. Michigan State University, June, 1972. 242 10. ll. 12. l3. 14. 15. l6. l7. l8. 19. 243 Willis, I. R. "The Implications of the Green Revolu- tion for Future Production Income and Employment in Agriculture in W. Uttar Pradesh, India." Ph.D. dis— sertation, University of Illinois, 1970. Sri Lanka Studies Bartsch, William H. Employment Effects of Alternative Technologies and Techniques in Agriculture. Unpub— lished draft copy, 1972. (Mimeographed.) .n,? Central Bank of Ceylon, Surveyion the Cost of Produc- tion of Paddy. Department of Economic Research, Colombo, 1969. Central Bank of Ceylon. Survey on Defaults in the Repayment of New Agricultural Loans. Department of 5r Economic Research, Colombo, 1962. SJ Department of Census and Statistics. Census of Agriculture. Colombo, 1962. International Labor Organization. "Matching Employ- ment Opportunities and Expectations," Report. Geneva, 1971. International Labor Organization. "Matching Employ- ment Opportunities and Expectations," Technical Papers. Geneva, 1971. Ministry of Agriculture and Lands, Implementation Programme 1973. Colombo, 1972. Moomaw, J. C., and Curfs, H. P. Some General and Special Aspects of Rice Soil Tillage. AGS:MRP/7l/ll-l, FAO, Netherlands, July, 1971. Raj, K. N. "Mechanization of Agriculture in India and Sri Lanka." International Labor Review, Vol. 106, No. 4 (Oct. 12), pp. 315-34. Samuel S. N. "An Analysis of Institutional Modifica- tions for Effective Farmer Credit in Ceylon." Unpublished M.S. thesis, Department of Agricultural Economics, Michigan State University, 1971. APPENDIX B RESULTS OF REGRESSION REGARDING INTER- DISTRICT PADDY YIELDS--MODEL A 244 ‘U‘ 245 oanno. :n~n~. omn- «905. ”waao. . mnmka.ah one. noqm.m owsko. asuwo.l «3a. smog. mnwkn. «make. Nan. mano.o gnome. mace». 0-o m«:o.« Jaxno. mennooo mouc dose. naaON. unavo. woo. Okro.o« n~mno. ~Nfiw4. can. :oo4on yahoo. ~mrmw. “3:. omen. nmnno. o~nmoo 5M0. ~::o. wwwauo muuou ddoQ can on ~¢ Acubucm auh~nounoo u—«tuumu no romdu Oxaozcum m «on. ouch-h on“ .L nsx-xoo coo.~ A4 a “01¢ o~.mn.o« 1‘. 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