relaxing intertemporal separability a rational habits model of labor supply estimated from panel data this article relaxes the assumption of separability of preferences over time that although implausible is usually maintained in life cycle labor supply models an empirically tractable rational habits model is specified and estimated on the basis of a 10 year sample of men from the michigan panel of income dynamics the effect of past hours of work in determining current hours decisions is found to be very important and well determined having allowed for permanent individual differences and for time effects

the effect of household wealth on fertiliser use in the presence of uncertainty abstractprevious studies of wealth effect on fertiliser use have produced mixed results on the direction of the impact our article looks at this issue from a different perspective by considering the presence of doubts such as about the true content or general effectiveness of fertiliser we show theoretically that there could be different responses between the high wealth and low wealth farmers we analyse also the wealth effect empirically using household panel data from the hebei province of china the results indicate that the direction of wealth effect does indeed change across the different levels of farmers wealth

fertilizer subsidies and private market participation the case of kano state nigeria this article estimates the effect of a fertilizer voucher program on farmer participation in the private fertilizer market in nigeria using a double hurdle model to address corner solution challenges with estimating input demand and a control function approach to account for the endogeneity of subsidized fertilizer acquired the study finds evidence that receiving subsidized fertilizer in kano nigeria increased both the probability and extent of participation in the private fertilizer market findings demonstrate that under certain circumstances e g where input dealers links to farmer are weak there could be significant gains from the temporary use of voucher programs to strengthen such links

recent trends in the uk income distribution what happened and why the uk income distribution changed its shape dramatically during the 1980s this paper documents the trends and analyses their causes copyright 1996 by oxford university press

interpreting the results of empirical analyses of intertemporal allocation an identification problem abstract empirical analyses of household behaviour often find that behaviour is intertemporally non additive in the sense that past state variables affect current behaviour this may be because preferences are nonadditive because of habits or satiation or because budgets are non additive for example because of human capital formation or imperfections in credit markets in this note i show that there is a fundamental identification problem in that we cannot infer from observed quantities and prices whether any nonadditivity in behaviour is coming from the budget constraint or the utility function

urban rural income polarization and economic growth in china evidence from the analysis of a dynamic panel data model using a dynamic panel data model and the system gmm this article examines the relationship between urban rural income polarization and economic growth at the provincial level in the period 1995 to 2010 in china the estimated results and significant tests indicate that a certain degree of urban rural income polarization is beneficial to economic growth at the provincial level in both stages for china as a whole though the contribution of urban rural income polarization to economic growth is relatively small aggravating urban rural income polarization has a negative impact on economic growth in china based on a cluster analysis of regional economic growth at the provincial level the authors carried out the same analysis separately for two categories of regions too the results for those two categories of regions show that positive correlations also exist between urban rural income polarization and economic growth in both stages which are very similar to the analysis for the whole of china in additio

is inequality harmful for growth comment endogenous growth models have reignited interest in institutional and path dependencies in the economic growth process one reason for the interest in endogenous growth models is that they may explain why countries consistently grow at different rates in this vein it has been recently proposed that greater economic inequality reduces future economic growth an important paper in this literature is by torsten persson and guido tabellini 1994 who will be referred to as pt pt s model shows why it is reasonable to expect a negative relationship between inequality and future economic growth moreover their empirical evidence is consistent with their contention if pt s findings are robust to other data sets there would be important policy implications for example they imply that policy makers should not only be concerned with the distributional implications of government policies for political and social reasons but also because income distribution has long run effects on economic growth this indicates that greater u s income inequality since the early 1970 s may have resulted in lower subsequent economic growth however pt s results are somewhat fragile to various specifications suggesting that they should be replicated with different data sets and over different time periods pt p 617 with these implications in mind this study employs data from a panel of u s states to further explore the relationship between economic growth and income inequality in what follows section i summarizes pt s study and discusses how this comment extends their findings the empirical implementation and results in section ii directly examine the link between overall income inequality and growth section iii expands the analysis to alternative measures of income distribution and government policy one emphasis in section iii is the distinction between how the overall income distribution especially at the tails influences economic growth from how the relative well being of the median voter affects economic growth section iv provides some concluding discussion

diversification strategies and adaptation deficit evidence from rural communities in niger summary the paper provides fresh empirical evidence on the adaptation process in niger rural communities using original longitudinal socio economic panel data merged with granular geo referenced climatic information we identify the main drivers and impacts of crop and labor diversification which constitute two livelihood strategies on moderating the adaptation deficit in doing so we account for the interdependence between the two diversification practices and potential reverse causality between welfare outcomes and diversification behavior moreover we condition the impacts of diversification on different sections of the welfare distribution to capture potential non linear effects our results reveal that the diversification has positive and significant welfare impacts when most vulnerable households rely on it as an adaptation strategy to mid run climate variability and as a coping strategy to short run market shocks at the same time our results find lower but still positive impacts for well endowed households that are likely to diversify their activity portfolio given the very limited presence of policy support we conclude that the rural nigerien communities are characterized by a large and autonomous adaptation response which constitutes a key leverage mechanism for policy makers we thus suggest government interventions aimed at supporting the most important diversification drivers but also aimed at straightening some channels such as network infrastructures or the promotion of local crop varieties which may have a greater potential in triggering diversification

institutional adjustment and transaction costs product and inputs markets in the tanzanian coffee system abstract commodity market liberalization can improve incentives for production of export crops by reducing the total costs of transforming products through space form and time or by reducing the costs of arranging and completing transactions while liberalization often leads to reduced costs in output exchange it can remove opportunities for linked input output transactions that sometimes lowered the costs of providing finance in state controlled markets assessments of liberalization that focus on output exchange alone obscure the impact of rising transaction costs in finance this study of liberalization in the tanzanian coffee market documents declining costs in output marketing rising transaction costs for financing farm activities and differential but generally positive net impacts on growers

income distribution and macroeconomics this paper analyzes the role of wealth distribution in macroeconomics through investment in human capital it is shown that in the presence of credit markets imperfections and indivisibilities in investment in human capital the initial distribution of wealth affects aggregate output and investment both in the short and in the long run as there are multiple steady states this paper therefore provides an additional explanation for the persistent differences in per capita output across countries furthermore the paper shows that cross country differences in macroeconomic adjustment to aggregate shocks can be attributed among other factors to differences in wealth and income distribution across countries

impacts of prices and transactions costs on input usage in a liberalizing economy evidence from tanzanian coffee growers despite improvements in production incentives agricultural output in africa remained sluggish through the 1990s low use of purchased inputs may be part of the cause of persistently low productivity in african agriculture this article analyzes the roles of relative prices and transactions costs in explaining low use of chemical inputs among tanzanian coffee growers a sample selection model indicates that output prices exert great influence on input purchases and that both fixed and variable transactions costs affect input use decisions travel costs in input and output markets have distinct effects on input usage implying distinct avenues for interventions to promote more intensive use of agricultural inputs

political equilibrium income distribution and growth this paper analyzes the impact of income distribution on growth when investment in human capital is the source of growth and individuals vote over the degree of redistribution in the economy the model has three main features first very different patterns of income distribution are conducive to high growth at different levels of per capita income second growth is associated with an externality whereby investment in human capital by one group increases the productivity of other groups thus potentially enabling them to invest in human capital third the initial pattern of income distribution and the resulting political equilibrium are crucial in determining whether the transmission of this externality is promoted in which case growth is enhanced or prevented in which case growth is stopped using a non overlapping generations model with voting i derive several empirical implications in particular the model implies an inverted u relation between levels of inequality and levels of income in cross sections but not necessarily in time series a result that seems consistent with a number of empirical studies

modeling technology adoption in developing countries an analysis of technology adoption decisions by poor farmers is provided some possible empirical models for studying technology adoption are reviewed the issue of theoretical consistency is dealt with in terms of the costs of such consistency measured in data needs and model complexity and the benefits measured in terms of understanding the micro economic foundations of adoption

income inequality education expenditures and growth abstract recent studies have reported a negative association between income inequality and economic growth if true what accounts for this finding what are possible transition mechanisms that might link the two this paper explores one such mechanism income inequality raises expenditures for public education as a fraction of gross domestic product gdp although public education expenditures are positively associated with future economic growth the contemporaneous effect upon growth is negative given this cost upon current growth these findings may help to explain the lack of a large positive effect from the growth of human capital upon economic growth as reported in the literature

inequality and growth in the united states evidence from a new state level panel of income inequality measures i introduction rising income inequality in the united states over the past quarter century is well documented see e g gottschalk 1997 krueger 2003 levy and murnane 1992 piketty and saez 2003 whether and by how much this change in inequality is associated with a change in economic performance is an important question yet recent empirical work has been largely inconclusive positive relationships between income inequality and economic growth have been found by partridge 1997 2005 using a panel of states and by forbes 2000 using a panel of countries empirical work by panizza 2002 and quah 2001 however has found little or no stable relationship between inequality and growth the results appear to be extremely sensitive to the econometric specification additionally barro 2000 has found evidence that the relationship is nonlinear with inequality being positively related to growth among wealthier countries like the united states but negatively related to growth among low income countries much of this recent empirical literature was initiated by the important work of deininger and squire 1996 who constructed a large cross national panel of inequality measures containing several time series observations for each nation spaced over multiple decades a parallel empirical literature also emerged using u s state level data with income inequality measures typically spaced at 10 yr intervals see e g panizza 2002 partridge 1997 2005 both the state level and the cross national empirical literatures benefited by exploiting the more advanced panel data econometrics afforded by the large n small t panel dimensions in this paper we offer a new more comprehensive panel of state level income inequality measures and use this panel to reevaluate the empirical inequality growth relationship 1 this panel has the unique feature of being large in both n and t with annual observations of the 48 contiguous states for the entirety of the postwar period 1945 2004 for nearly all the states in the panel the share of income held by the top decile experienced a prolonged period of stability after world war ii followed by a substantial increase during the 1980s and 1990s these state level trends appear to closely replicate the overall trends in aggregate u s inequality found by piketty and saez 2003 exploiting the large and balanced size of our inequality panel we explore the long run relationship between inequality and growth via three alternative dynamic panel error correction estimators the fixed effects fe estimator the mean group mg estimator of pesaran and smith 1995 and the pooled mg estimator of pesaran shin and smith 1999 the greater homogeneity of state level data helps mitigate the difficulty in adequately capturing structural differences across international panels of earlier studies such as forbes 2000 and barro 2000 corruption levels labor market flexibility tax neutrality tradition of entrepreneurship and many other factors are only poorly measured if at all barro 2000 1011 and these sources of heterogeneity are much more likely to contribute to omitted variable bias across countries than across states the results from our analysis indicate that the long run relationship between the top decile share of income and economic growth is positive in nature moreover an evaluation of several alternative income inequality measures suggests that this positive relationship is driven primarily by the concentration of income in the upper end of the income distribution the structure of the paper is as follows section ii presents the new panel of annual state level inequality measures and includes an important discussion of its key limitations section iii then offers an empirical investigation on the impact of income inequality on the growth rate of real income per capita finally section iv offers a brief set of conclusions

does income polarization affect economic growth the case of the european regions ezcurra r does income polarization affect economic growth the case of the european regions regional studies this paper examines the relationship between income polarization and economic growth in the regions of the european union over the period 1993 2003 the results indicate that the level of income polarization is negatively associated with regional growth this finding is in fact robust to various alternative specifications including a number of additional explanatory variables such as initial per capita gross domestic product industry mix human capital stock population density or market potential furthermore it should be noted that the observed negative correlation between polarization and economic performance does not depend on the number of groups used to analyse the degree of income stratification within the sample regions ezcurra r la polarisation des revenus affecte t elle la croissance economique le cas des regions europeennes regional studies cet article etudie les relations en

on the exploitation of additional duality relationships in consumer demand analysis abstract this paper advocates more extensive use of the frisch profit function in static consumer demand studies and intorduces its inverse the price of utility function paralleling the well known relationships between indirect utility and expenditure functions an examination of the relationship between these four functions suggests i a fourth system complementing marshallian hicksian and frisch demand systems and ii a fourth theorem complementing roy s identity shephard s theorem and hoteling s lemma

intertemporal substitution exogeneity and surprises estimating life cycle models for canada the authors estimate consumption and labor supply models for canada using u s variables as instruments instead of lagged canadian variables the results suggest that the endogeneity of lagged variables has not been a serious problem in previous studies they also develop estimation methods for use when the agents information sets are unknown and the model contains the realization and the innovation of an endogenous variable the authors use the approach to estimate a labor supply model combining intertemporal substitution and job search and to estimate the labor supply and consumption responses to marginal utility of income changes induced by wage price and interest rate surprises

transactions costs and agricultural household supply response we develop and estimate a model of supply response when transactions costs create a situation where some producers buy others sell and others do not participate in markets we present two rationales for why producing households may have different relationships to the market proportional and fixed transactions costs using data on mexican corn producers we estimate an empirical model that allows for separate tests of the significance of both types of transactions costs revealing that both fixed and proportional transactions costs matter for the estimation the results provide consistent estimates of supply elasticity and measures of the relative importance of factors determining both proportional and fixed transactions costs

an empirical analysis of fertilizer use in pakistan one of the stylized facts in developing countries is the wide variation in agricultural per acre input and output levels across farm households here we focus on the variation in the level of chemical fertilizer applied in particular to high yielding wheat the model used to explain the variation in fertilizer input across farms incorporates the process by which zeros are generated in particular differentiating between households who do not apply because of lack of access and those who do not apply out of choice we find that access is positively correlated with farm size but that among users per acre fertilizer levels decrease with farm size we interpret the latter by appealing to input choice under uncertainty with this interpretation our results suggest that although larger farms have a higher level of non stochastic wealth which in the presence of decreasing absolute risk aversion has the effect of increasing fertilizer intensity with farm size the presence of increasing relative risk aversion means that the net relationship between farm size and fertilizer intensity is negative this latter affect appears to dominate any tendancy for higher fertilizer intensity on larger farms arising from better knowledge or irrigation facilities

an implicitly additive demand system the problem of endowing large applied general equilibrium models with numerical values for parameters is formidable for example a complete set of own and cross price elasticities of demands for the monash model of the australianeconomy involves in excess of 50000 items invoking the minimal assumptions that demand is generated by utility maximization reduces the load to about 26000 obviously still a number much too large for unrestrained econometric estimation to obtain demand systems estimates for a dozen or so generic commodities at a top level of aggregation categories like food clothing and footwear etc typically johansen s lead has been followed and directly additive preferences imposed upon the underlying utility function with the move beyond one step linearized solutions of applied general equilibrium models the functional form of the demand system adopted becomes an issue the most celebrated of the additive preference demand systems the linear expenditure system les has one

transport costs and smallholder cropping choices an application to siaya district kenya smallholders regularly devote shares of resources to low yielding food crops than they do to cash crops that have higher market returns in this paper costly exchange is incorporated into an agricultural household model and a numerical nonseparable version of the model is used to show that seemingly inefficient cropping choices of this type in siaya district kenya can be explained as rational food import substitution given high transport costs in product markets improved rural road networks that reduce these costs could abate motives to meet food needs through domestic production and promote specialization that raises farm incomes

towards a more general approach to testing the time additivity hypothesis a new procedure is proposed for re examining the assumption of additivity of preferences over time which although untenable is usually maintained in intertemporal analyses of consumption and labour supply the method is an extension of a famous work by browning however it is more general in permitting the estimation of intertemporal demand systems which are explicit in an unobservable variable price of utility but may lack a closed form representation in terms of observable variables such as prices and total outlay it also makes extensive use of duality theory to solve the endogeneity problem encountered in browning s study applying this method with an appropriate estimator to the australian aggregate data it is found that the time additivity hypothesis is decisively rejected which is consistent with browning s conclusion

optimal consumption wealth relationships derived by consumer intertemporal profit maximisation abstract this paper proposes an artificial intertemporal consumer profit maximisation problem that is simple to solve the optimal consumption function which is consistent with intertemporal utility maximisation is then generated directly from a specification of the consumer s instantaneous profit function

is increasing inorganic fertilizer use for maize production in ssa a profitable proposition evidence from nigeria inorganic fertilizer use across sub saharan africa is generally considered to be low yet the notion that fertilizer use is too low is predicated on the assumption that it is profitable to use rates higher than currently observed there is however limited empirical evidence to support this using a nationally representative panel dataset this paper empirically estimates the profitability of fertilizer use for maize production in nigeria we find that fertilizer use in nigeria is not as low as conventional wisdom suggests low marginal physical product and high transportation costs significantly reduce the profitability of fertilizer use apart from reduced transportation costs other constraints such as soil quality timely access to the product and availability of complementary inputs such as improved seeds irrigation and credit as well as good management practices are also necessary for sustained agricultural productivity improvements

the reliability of ml estimators of systems of demand equations evidence from oecd countries in large demand systems when the unknown error covariance matrix is approximated by its usual maximum likelihood estimator the coefficient estimates are known to suffer from two problems 1 the asymptotic standard errors severely understate the sampling variability of the estimates and 2 the efficiency of the maximum likelihood coefficient estimates is greatly impaired in this paper the author proposes an alternative estimator for the covariance matrix and evaluates its performance using time series data for oecd countries the author finds that there is a spectacular improvement copyright 1991 by mit press

the application and economic interpretation of selectivity models substantial differences in economic interpretations may be inferred from the estimated selectivity model results using the demand for frozen concentrated orange juice fcoj as an example the study suggests that the consumption patterns are quite similar between national brand and private label when the marginal effects and elasticities are evaluated based on actual observations rather than unobserved latent variables results show that private label fcoj is considered as a normal inferior good if the income effect is assessed based on actual potential purchases the estimated cents off elasticities for private label fcoj also vary substantially depending on which approach is used

rational habit formation abstract this paper discusses consumer demand under rational habit formation if consumer tastes change endogenously through habit stocks depending on past consumption the rational consumer will make allowance of the future habit forming effects of current consumption a model with rational habit formation is made formally equivalent to an intertemporal consumer model without habit formation by redefining the cost of consumption and wealth the cost of consumption is obtained by adding the cost of future induced consumption to the rental price of the commodity the extended wealth concept is obtained by subtracting the cost of the initial stocks of habits and the cost of future physically necessary consumption from wealth the paper also investigates the implication of rational habit formation for constructing one period cost of living indices

an empirically oriented demand system with improved regularity properties while the almost ideal demand system has received increasing attention in empirical studies of consumer demand the fact that the underlying piglog cost function is not globally regular has often led to violation of negative semidefiniteness in the estimated slutsky matrix this paper suggests a modification to the piglog class of preferences termed mpiglog which preserves regularity in a wider region of expenditure price space in an empirical section the almost ideal demand system special case of piglog is compared with the analogous special case of mpiglog which the authors term maids the comparison demonstrates the improved regularity features of maids

the evolving role of agriculture in poverty reduction an empirical perspective abstract the role of agriculture in development remains much debated this paper takes an empirical perspective and focuses on poverty as opposed to growth alone the contribution of a sector to poverty reduction is shown to depend on its own growth performance its indirect impact on growth in other sectors the extent to which poor people participate in the sector and the size of the sector in the overall economy bringing together these different effects using cross country econometric evidence indicates that agriculture is significantly more effective in reducing poverty among the poorest of the poor as reflected in the 1 day squared poverty gap it is also up to 3 2 times better at reducing 1 day headcount poverty in low income and resource rich countries including those in sub saharan africa at least when societies are not fundamentally unequal however when it comes to the better off poor reflected in the 2 day measure non agriculture has the edge these results are driven by the much larger participation of poorer households in growth from agriculture and the lower poverty reducing effect of non agriculture in the presence of extractive industries

the intertemporal allocation of expenditure on non durables services and durables this paper presents estimates of the parameters of a consumption function for u s quarterly seasonally unadjusted data on non durables services and durables the theoretical novelty in the approach we present is in the derivation of the consumption function from an underlying many goods allocation problem applying this model with an appropriate estimator to the data we find i the homogeneity restrictions suggested by theory are not rejected ii there is no evidence of excess sensitivity to income iii there is no evidence to suggest that agents cannot adjust their durable stocks as they would wish and iv the intertemporal substitution elasticity is not well determined

are kenyan farmers under utilizing fertilizer implications for input intensification strategies and research abstract it is widely perceived that african farmers are under utilizing inorganic fertilizer however very little long term evidence from farmers fields accounting for variations in agro ecological conditions has been assembled to back this claim or determine the conditions under which it is true using five waves of nationwide household survey data from kenya covering 13 years we estimate the relative and absolute profitability of nitrogen application rates on maize fields and compare these profitability conditions to observed nitrogen use patterns over time in general we find that farmers are consistently and steadily increasing towards risk adjusted economically optimal rates of fertilizer application over time and that in the most agriculturally productive areas farmers application rates on maize sometimes exceed rates that maximize profitability fertilizer use rates may nevertheless be profitably raised in these areas but doing so will require the adoption of complementary inputs and management practices that raise maize response rates to fertilizer application this motivates a more holistic approach to input intensification strategies in the region

a theory of trickle down growth and development this paper develops a model of growth and income inequalities in the presence of imperfect capital markets and it analyses the trickle down effect of capital accumulation moral hazard with limited wealth constraints on the part of the borrowers is the source of both capital market imperfections and the emergence of persistent income inequalities three main conclusions are obtained from this model first when the rate of capital accumulation is sufficiently high the economy converges to a unique invariant wealth distribution second even though the trickle down mechanism can lead to a unique steady state distribution under laissez faire there is room for government intervention in particular redistribution of wealth from rich lenders to poor and middle class borrowers improves the production efficiency of the economy both because it brings about greater equality of opportunity and also because it accelerates the trickle down process third the process of capital accumulation initially has the effect of widening inequalities but in later stages it reduces them in other words this model can generate a kuznets curve

smallholder market participation under transactions costs maize supply and fertilizer demand in kenya abstract this paper assessed the effects of transactions costs relative to price and non price factors on smallholder marketed surplus and input use in kenya a selectivity model was used that accounts for the effects of transactions costs assets technology and support services in promoting input use and generating a marketable surplus output supply and input demand responses to changes in transactions costs and price and non price factors were estimated and decomposed into market entry and intensity the results showed that while transactions costs indeed have significant negative effects on market participation institutional innovations such as group marketing are also emerging to mitigate the costs of accessing markets output price has no effect on output market entry and only provides incentives for increased supply by sellers on the other hand both price and non price factors have significant influence on adoption and intensity of input use overall the findings suggest that policy options are available other than price policies to promote input use and marketed surplus the paper concludes with implications for policy to induce greater input output market participation among smallholders in africa

explaining international and intertemporal variations in income inequality this paper explores the propositions that income inequality is relatively stable within countries and that it varies significantly among countries a new and expanded data set provides broad support for both propositions drawing on a political economy and capital market imperfection arguments to explain the intertemporal and international variation in inequality the empirical analysis shows that the predicted variables associated with the first argument a measure of civil liberties and the initial level of secondary schooling and the second argument a measure of financial depth and the initial distribution of land are indeed important determinants of inequality this paper explores two propositions regarding income inequality they are first income inequality is relatively stable within countries and second it varies significantly across countries to illustrate note that the gini coefficient in india remained almost constant for forty years 1951 92 with mean 32 6 and standard deviation 2 0 2 in contrast the variation in gini coefficients across countries is large 61 9 in honduras in 1968 compared with 17 8 in bulgaria in 1976 if substantiated these propositions have potentially significant implications for poverty the significance of the first is obvious barring any fundamental socio political change poverty reduction will depend crucially on the rate of economic growth given this the significance of the second is that in inegalitarian economies the poor will enjoy a smaller share of any national increment in income than in more egalitarian ones drawing on a new and expanded data set on inequality deininger and squire 1996a the first of the paper s three sections conducts standard statistical tests of the two propositions the sample comprises 573 observations on the most common measure of inequality the gini coefficient for 49 developed and developing countries covering the period 1947 94 the results broadly confirm our two propositions specifically analysis of variance anova shows that about 90 of the total variance in the gini coefficients

the long breadth of cities revisiting worldwide urbanization patterns 1950 2030 abstracta comparative analysis of population dynamics worldwide contributes to profile distinctive demographic and economic trajectories of urban growth discriminating processes of settlement conc

intertemporal substitution in import demand and habit formation to study non durable import demand we extend previous work done by clarida 1994 and ceglowski 1991 by considering a two good version of the lifecycle model in which we introduce time non separability in the households preferences the model is estimated using quarterly data for the usa and france using the information contained in the observed stochastic and deterministic trends we derive a cointegration restriction used to estimate curvature parameters of the instantaneous utility function the remaining parameters are estimated in a second step by gmm the constancy of the different parameters is investigated in both the long and the short run habit formation turns out to be an important factor of import demand c 1998 john wiley sons ltd

the relation between farm size and farm productivity the role of family labor supervision and credit constraints abstract the paper shows that if the performance of hired farmhands is affected by supervision from family members and if the availability of credit is dependent on the amount of land owned then a systematic positive or negative relationship between per acre yields and farm size will prevail a model with no supervision effects on labor productivity would predict that yields are unaffected by farm size the paper also investigates the relation between land utilization and owned holding size when land rental possibilities are limited results are shown to be compatible with various observed patterns in ldcs