the expansion of modern agriculture and global biodiversity decline an integrated assessment the world is banking on a major increase in food production if the dietary needs and food preferences of an increasing and increasingly rich population are to be met this requires the further expansion of modern agriculture but modern agriculture rests on a small number of highly productive crops and its expansion has led to a significant loss of global biodiversity ecologists have shown that biodiversity loss results in lower plant productivity while agricultural economists have linked biodiversity loss on farms with increasing variability of crop yields and sometimes lower mean yields in this paper we consider the macro economic consequences of the continued expansion of particular forms of intensive modern agriculture with a focus on how the loss of biodiversity affects food production we employ a quantitative structurally estimated model of the global economy which jointly determines economic growth population and food demand agricultural innovations and land conversion we show that even small effects of agricultural expansion on productivity via biodiversity loss might be sufficient to warrant a moratorium on further land conversion

profits and politics coordinating technology adoption in agriculture abstract this paper examines the political economy of government led coordination of economic activity in a simple two sector model in which individuals choice of agricultural technology affects industrialization we demonstrate the existence of multiple equilibria the economy is either characterized by the use of a traditional agricultural technology and a low level of industrialization or the use of a mechanized technology and a high level of industrialization relative to the traditional technology use of the mechanized technology increases output but leaves some population groups worse off we show that the distributional implications of choosing the mechanized technology restrict the possibility of pareto improving coordination by an elected policy maker even when we allow for income redistribution

green revolution land reform and household income distribution in the philippines income of agricultural households consists of returns to labor capital and land from farming supplemented mainly by labor earnings from nonfarm sources agricultural technology affects farmers income through its effect on factor demands and factor prices which in turn induce changes in the allocation of farmers own resources to different uses income from farming is also affected by village institutions such as land tenure which governs the distribution of income between landlords and tenants as well as resource allocations

induced innovations and farm mechanization cal change in agriculture then they come mainly from the public agent of farm technology the agricultural research system the research system should be held responsible for the social consequences of farm mechanization and it should be budgeted and directed accordingly on the other hand if mechanization and exit from farming are caused mostly by external price and wage changes the responsibility of the research system is limited principally to technology improvement in this note we discuss the newly emerging tradition of induced innovation and its relation to the alternative explanations of machine labor substitution in agriculture we first clarify the conceptual basis of the induced innovation hypothesis and the related innovation possibility function second we call into question the validity of some of the empirical applications we argue that an incomplete conceptualization of the induced innovation idea has led to invalid empirical tests and to inappropriate implications on the causes of american farm mechanization

an error correction model of induced innovation in uk agriculture cointegration techniques are applied to a model of induced innovation based on the two stage constant elasticity of substitution ces production function this approach results in direct tests of the inducement hypothesis which are applied to agricultural data for the united kingdom from 1953 to 2000 the time series properties of the variables are checked cointegration is established and an error correction model ecm constructed which attempts to separate factor substitution from technological change finally the ecm formulation is subjected to causality tests which show that the factor price ratio for chemicals and land is granger prior to the factor saving bias of technological change however long run relative prices are not causally prior to the machinery labour ratio this results from perturbations in the user cost of machinery caused by oil price shocks thus the induced innovation hypothesis iih may explain long run transformations like the mechanical and fertilizer revolutions that

the induced innovation hypothesis and u s public agricultural research applicability of the induced innovation hypothesis that a change in relative input prices induces innovation to economize use of the increasingly expensive input hicks 1932 is examined for u s public agricultural research a reduced form test is developed using input prices from the agricultural production sector expenditures from the public research sector aimed at developing new technology to save specific agricultural inputs and variables to control for innovation marginal cost differences and nonhomotheticity unlike recent demand side studies that soundly reject the induced innovation hypothesis for agriculture support for the hypothesis is found for several input pairings through these tests of public agricultural research using state level panel data

seniority earnings and unions this paper uses a new data source to investigate whether wages rise more with seniority in unionized or non unionized workplaces the data distinguish workers who are covered by incremental wage scales with automatic progression by seniority for union workers with seniority scales the union wage differential increases with seniority this is not the case for union workers without seniority scales taking account of this heterogeneity we are able to reconcile previous paradoxical empirical findings the results provide support for discriminating monopoly models of the trade union and have important efficiency and distributional implications

growth and distribution a test of the induced innovation hypothesis for the korean economy this study investigates technical change biases and their effects on distribute shars in korea we are particularly concerned with whether technical change biases have been induced by changes in relative factor prices accompanied by rapid economic growth in korea our test results show that technical change in korea has been biased in the direction in the direction for saving labour and using capital thus rendering support to the induced innovation hypothesis these findings are roughly in parallel with empirical studies on the induced innovation hypothesis for the us and japanese economies the similar pattern in technical change biases between korea and the two advanced economies is noteworthy in light of their basic differences in factor endowments another salient feature of our empirical analysis is that the price corrected labour share in korea has continually shrunk in the process of rapid economic growth which has been partly precipitated by factor price disorting policies

market based systems for reducing chemical use in agriculture in the united states this study uses a computable general equilibrium cge model of the u s economy to estimate the economic effects of agricultural fertilizer and pesticide input reductions on individual farm sectors and on the economy as a whole the costs of reducing agricultural chemicals using a market based approach and a command and control approach are compared the real cost to society of restrictng fertilizer and pesticide use by 20 percent across all uses is estimated to be 2 3 billion a market based approach that would provide incentives to reduce chemical use in the most cost efficient manner would be about 10 percent less costly

technology adoption and agricultural price policy market interventions such as price supports or fertilizer subsidies can lead to gains from speeding up adoption of new technologies but the policies distort resource allocation a framework is developed for optimizing policies in light of the adoption allocation trade off based on adoption coefficients and production parameters from third world agriculture levels and duration of policies are estimated sensitivity analyses are performed gains are small at best and may be zero or negative in view of farmer costs of adjustment and deadweight losses from taxes profit technology adoption if new technologies are desirable why not use price supports or input subsidies to encourage faster technology adoption while frequently raised in policy deliberations this question has received little serious analysis particularly neglected has been the conflict or trade off between a gains in output as producers switch from old to new technologies and b the losses from resource use distortions brought about by price policies when output prices are raised or prices of inputs such as fertilizer are lowered the

labor productivity measurement in japanese agriculture 1956 1990 abstract this paper investigates the factors responsible for a drastic decline in the growth rate of labor productivity of the agricultural sector for the 1956 1990 period this investigation is carried out by a newly devised procedure which decomposes the growth rate of labor productivity into 1 the total substitution effect which consists of the effects due to factor price changes and biased technological change and 2 the tfp effect composed of the effects due to scale economies and technological progress based on empirical estimation of the translog cost function it was found that the total substitution effect contributed to the growth of labor productivity much more than the tfp effect did for the period under question

a flexible model of factor biased technological change an application to japanese agriculture abstract results indicate that when restrictive assumptions on production structure and parameter constancy are avoided and quality adjusted flow variables employed an explanation of factor biased technological change emerges that is consistent with observed patterns of factor use while substitution possibilities during this period were limited biol nearly as strong a substitute for labor as for land technological change was found to be significantly labor saving and using in biological inputs and machinery and only weakly land saving descriptions of pre world war ii technology as primarily land saving miss the significant contribution of labor saving technology in agricultural transformation and ignore the dynamics of inter sectoral factor demand

global population growth technology and malthusian constraints a quantitative growth theoretic perspective we structurally estimate a two sector schumpeterian growth model with endogenous population and finite land reserves to study the long run evolution of global population technological progress and the demand for food the estimated model closely replicates trajectories for world population gdp sectoral productivity growth and crop land area from 1960 to 2010 projections from 2010 onwards show a slowdown of technological progress and because it is a key determinant of fertility costs significant population growth by 2100 global population reaches 12 4 billion and agricultural production doubles but the land constraint does not bind because of capital investment and technological progress

dynamic factor demand equations in u s and canadian agriculture abstract this research provides one of the first empirical estimates of a data based dynamic factor demand model for american and canadian agriculture models such as these deserve more widespread use in the empirical analysis of agriculture these models have the advantage that they do not impose inappropriate dynamics on the data rather they permit the data to select the appropriate dynamics we use a model originally developed by anderson and blundell this model is a general first order dynamic model which contains as testable hypothesis several simpler models this model permits us to estimate the long run agricultural production structure as a subset of the dynamic parameter estimates we will test this long run structure for symmetry homotheticity and neutral technical change the estimated models may be used to test for three alternative dynamic structures in the limit dynamics may not be needed and we can test for the static long run equilibrium model two intermediate cases are the autoregressive and the partial adjustment models which are simpler than the general model but still include dynamics our results suggest that the long run equilibrium model is unsatisfactory in both countries a dynamic model is needed in both countries the two more restricted dynamic models are rejected the general dynamic model is required in canada the long run equilibrium structure is homothetic with neutral technical change in the united states homotheticity is also accepted but neutral technical change is rejected

geographic aggregation and induced innovation in american agriculture the induced innovation hypothesis is tested for the usa and western regions using cointegration procedures an error correction model separates short run and long run effects of relative price changes a significant difference in the elasticities of factor substitution along the isoquant and the innovation possibility curve implies induced innovation the estimated results support the hypothesis for washington the pacific northwest and the western region but not for the nation corroborative tests of weak exogeneity fail to support the hypothesis in any of the geographic units changes in output level and research investment do not significantly bias agricultural technology in the usa

the production structure and demand for labor in postwar japanese agriculture 1952 82 this paper analyzes the factor relations of postwar japanese agriculture to identify the factors which explain a significant decline in labor in the agricultural sector a nonhomothetic and hicks non neutral translog cost function is estimated the results of the decomposition analysis based on the estimates show that biased technical changes and nonhomotheticity together with price induced factor substitutions play an important role in easing the transfer of agricultural labor to the nonagricultural sectors the results also suggest that the biased technical change is consistent with the hicksian induced innovation hypothesis

global capital flows and financing constraints firms often cite financing constraints as one of their primary obstacles to investment global capital flows by bringing in scarce capital may ease the financing constraints of host country firms but if incoming foreign investors borrow heavily from domestic banks foreign direct investment may exacerbate financing constraints by crowding host country firms out of domestic capital markets combining a unique cross country firm level panel with time series data on restrictions on international transactions and capital flows harrison love and mcmillan find that different measures of global flows are associated with a reduction in firm level financing constraints first the authors show that one type of capital inflow foreign direct investment is associated with a reduction in financing constraints second they test whether restrictions on international transactions affects the financing constraints of firms the results suggest that only one type of restriction those on capital account transactions negatively affects firms financing constraints the authors also show that multinational firms are not financially constrained and do not appear to be sensitive to the level of foreign direct investment this implies that foreign direct investment eases financing constraints for non multinational firms finally the authors show that 1 foreign direct investment only eases financing constraints in the non g7 countries and 2 other kinds of flows such as portfolio investment have no impact on financing constraints

research and extension expenditures and productivity in japanese agriculture 1960 1990 abstract this paper investigates the cause for the decline in the growth of productivity in japanese agriculture since the late 1960s for this objective it investigates the effects of research and extension r e activities on the extent and the direction of the bias of technological change in japanese agriculture for the period 1960 1990 based on the translog cost function framework empirical results show that the cost reducing effects of r e measured in terms of the absolute value of the cost r e elasticity increased slightly from 0 194 in 1960 to 0 205 in 1965 and then decreased consistently to 0 110 in 1990 this finding is broadly consistent with the finding of the decline or slowdown in agricultural productivity since the late 1960s the bias due to r e was found to be toward labor intermediate inputs and other inputs saving on the one hand and machinery and land using on the other labor saving and machinery using biases are consistent with the hicksian induced innovation hypothesis

productivity growth in indian agriculture is there evidence of convergence across states this paper explores the question of convergence in total factor productivity tfp in agriculture across fourteen major agricultural states of india using a tornqvist theil index for tfp growth for the period 1973 1993 we find no evidence to support convergence to a single tfp level convergence after grouping the various states on the basis of their productivity performance we find that the high performing states show a gradual movement towards the trend whereas the low performing states generally show more volatility testing for long run convergence in levels of agricultural productivity we find evidence of conditional beta convergence after controlling for state specific factors and idiosyncratic year specific volatility the results are robust to alternative specifications of tests of unit root in panel data developed recently

trade union efficiency and overemployment with seniority wage scales inefficient unemployment of union members depends upon the inability of the union to bargain over employment as well as wages the issue of union membership limitations has received less attention as seen in the survey by oswald i 983 grossman i983 considers endogenous membership size with mixed efficiency results but he imposes a number of severe restrictions on allowable contracts in the current paper we examine the issue of union membership size under very general contracts where unions negotiate over wage rates employment levels and compensation payments to laid off workers and further can negotiate differential treatment of seniority groups these general contracts represent a useful benchmark case recognising that the results will change as various limitations on the contract are imposed the treatment of seniority is crucial and we model this by an overlapping generations approach continuing workers at the firm negotiate the contract to be applicable to the following period new hires over that period in the number stipulated in the contract then gain seniority and negotiate the contract for the period after the formulation of the problem with the exception of the treatment of new hirings is similar to that in the implicit contracting literature and many of the results will be familiar unemployment of union members only occurs when the marginal value product of labour fails below the opportunity cost leisure value

financial and legal constraints to growth does firm size matter using a unique firm level survey database covering 54 countries we investigate the effect of financial legal and corruption problems on firms growth rates whether these factors constrain growth depends on firm size it is consistently the smallest firms that are most constrained financial and institutional development weakens the constraining effects of financial legal and corruption obstacles and it is again the small firms that benefit the most there is only a weak relation between firms perception of the quality of the courts in their country and firm growth we also provide evidence that the corruption of bank officials constrains firm growth

involuntary layoffs in a model with asymmetric information concerning worker ability this paper examines the contract between a risk neutral firm and its risk averse employees assuming that worker ability is privately learned by the firm after a period of employment employers in an external spot labour market attempt to infer worker quality from the observable actions taken by the firm such as the number of workers it lays off the threat of spot market raids distorts the optimal contract layoffs may be involuntary and can exceed efficient levels a seniority layoff rule may be included in the contract to avoid the adverse selection problems that arise if layoffs are conducted on the basis of ability

a theory of sex discrimination abstract in this paper we put forward a theory that explains the way in which social attitudes towards sex discrimination in the labour market have evolved we suggest that sex discrimination in the labour market can generate both costs and benefits and that a sizeable part of these costs can be ameliorated through marriage the fact that marriage is no longer a pervasive and stable institution has contributed to the awareness that sex discrimination in the labour market is a major social problem

welfare impacts of alternative public policies for agricultural pollution control in an open economy a general equilibrium framework a general equilibrium approach is used to evaluate the welfare impacts of alternative policies for reducing agricultural pollution in an open economy with preexisting distortions caused by income taxes and agricultural subsidies the policies examined here include the removal of distortionary agricultural subsidies we find that even though these distortions are small compared to others in the economy removing them and imposing nitrogen reduction subsidies and or output taxes can enhance welfare and reduce nitrogen pollution thereby leading to a substantial double dividend the relative efficiency of the alternative policies examined here depends on the level of the nitrogen reduction target copyright 2008 oxford university press

specification of production functions for analyzing technical change and factor inputs in agricultural development abstract this paper focuses on some vital issues involed in specifying the number of variables to be included in agriculture s production function and on the functional form that the agricultural production function should assume in the context of a computable general equilibrium model when land and intermediate inputs seeds and fertilizers as well as capital and labor are included modeling the agricultural sector can best be done in a more disaggregated format than simple cobb douglas or ces specifications after examining the transcendental logarithmic production function the paper proposes to adopt nested ces specifications on the basis of empirically observed elasticities of substitution

production economics worthwhile investment abstract agricultural production economics research is examined within a broad framework of scientific development and utilization recent findings in selected areas of the subdiscipline are examined and opportunities for further fruitful inquiry are identified a few stylized facts emerge from recent work and suggest the need for much careful hypothesis testing model exploration and empirical sensitivity analysis in the future

the structure of u s agricultural technology 1910 78 this paper utilizes 1910 78 time series data and a single product aggregate translog profit function to measure the structure of u s agricultural technology duality relations are used to devise a multifactor measure of biased technical change a measure of nonhomotheticity is introduced which indicates the effects scale change has had on aggregate cost shares the empirical analysis finds that different nonhomothetic technologies characterized the prewar and postwar periods differing technical change biases are consistent with relative price trends during the two periods showing that the long run structure of u s agricultural technology has been consistent with the hayami ruttan induced innovation theory

agricultural production technologies with systematic and stochastic technical change a production system modeling tool is developed that implements recent work on autoregressive and endogenous stochastic production technologies associated with generalized fechner thurstone gft optimizing functions a gft class production system is used to evaluate the empirical support for technology specifications inherent in the neoclassical theoretic structure of an agricultural production region little likelihood support is found for zero serial correlation elimination of systematic technology changers from the production system strict neoclassical production technologies hicks neutral technical change or zero homogenous factor demand functions

testing the induced innovation hypothesis an error correction model of south african agriculture abstract this paper applies cointegration techniques to a model of induced innovation based on the two stage constant elasticity of substitution ces production function this approach results in direct tests of the inducement hypothesis which are applied to data for south african commercial agriculture for the period 1947 1991 south african data is used because the policy changes have been substantial enough that the factor and price ratios have turning points rather than being monotonic the time series properties of the variables are checked cointegration is established and an error correction model ecm constructed allowing factor substitution to be separated from technological change finally the ecm formulation is subjected to causality tests which show that both the factor price ratios and r d and extension expenditures are granger prior to the factor saving biases of technological change thus each stage of the analysis corroborates the inducement hypothesis however straightforward price inducement is only part of the explanation of changes in factor ratios policy induced innovation in response to tax concessions and subsidised credit is also present

insider bargaining power starting wages and involuntary unemployment recent analyses of wage bargaining has emphasized the distinction between insiders and outsiders yet one typically assumes that insiders and recently hired outsiders are paid the same wage we con

global economic growth and agricultural land conversion under uncertain productivity improvements in agriculture we study how stochasticity in the evolution of agricultural productivity interacts with economic and population growth at the global level we use a two sector schumpeterian model of growth in which a manufacturing sector produces the traditional consumption good and an agricultural sector produces food to sustain contemporaneous population agriculture demands land as an input itself treated as a scarce form of capital in our model both population and sectoral technological progress are endogenously determined and key technological parameters of the model are structurally estimated using 1960 2010 data on world gdp population cropland and technological progress introducing random shocks to the evolution of total factor productivity in agriculture we show that uncertainty optimally requires more land to be converted into agricultural use as a hedge against production shortages and that it significantly affects both optimal consumption and population trajectories

a translog cost function analysis of u s agriculture 1939 77 over the past four decades major changes have occurred in u s agriculture a new era in agricultural production in the united states began in 1939 world war ii gave a boost to agriculture still bogged in the depression productivity increases over the period 1939 77 have been quite impressive measured crudely by the ratio of the indices of output and input the productivity index 1967 100 increased from 59 in 1939 to 119 in 1977 to study this phenomenon a multi input translog cost function incorporating hicks neutral technical change hntc was specified annual timeseries data for the united states was used to estimate the model neoclassical duality theory provides an approach for computing the pairwise elasticities of substitution between inputs for each year as well as the annual own and cross price elasticities of demand for inputs

biased technological change and factor demand in postwar japanese agriculture 1958 84 abstract the objective of this study is to gain a better understanding of factor substitutions in postwar japanese agriculture by shedding special light on biased technological change such biased technological change is first measured then associated with the movements of factor prices and then tested for the hicksian induced innovation hypothesis in addition a decomposition analysis is carried out in order to quantitatively examine the importance of the biased effects for determining changes in factor cost shares and factor proportions during the 1958 84 period a slightly modified stevenson greene model of the translog cost function is employed this model has at least two important advantages over ordinary translog cost functions first it incorporates time into the model such that all coefficients of the ordinary translog cost function may change over time this is more realistic than the ordinary translog cost function which assumes that all coefficients are constant over the period of estimation another attractive feature is that it enables us to test the induced innovation hypothesis directly the model is applied to the 1958 84 period by making use of farm level data the results show that technological change was biased towards saving labor and other inputs and using machinery intermediate inputs and land this biased technological change is found to be in principle consistent with the induced innovation hypothesis furthermore it is shown through decomposition analyses that the biased technological change had significant impacts on changes in factor cost shares and factor proportions during these years the empirical results of this study imply that technological change in japanese agriculture has in general proceeded in a manner consistent with factor endowments conditions since the late 1950s an implication of this study for agriculture in less developed countries is that agricultural policies seeking development through technological progress should be carried out so as to take advantage of peculiar factor endowments conditions in the individual countries

induced bias of technical change in agriculture the united states and japan 1880 1980 because of extreme differences in factor endowments and price ratios among factors between the united states and japan both countries have experienced sharply different patterns of factor use and productivity growth in agriculture for the past 100 years of modern economic growth in this study the method of testing the hicksian hypothesis of induced innovation was developed using the two level ces production function the model was applied to the historical data of u s and japanese agricultural development for 1880 1980 the results were consistent with the hypothesis that different patterns of technical change in the two countries were induced by differences in the levels and the movements in relative factor prices

induced innovation and marginal cost of new technology abstract lacking data on development and implementation costs for input saving technologies we develop a nonparametric procedure to estimate relative differences in marginal technology costs for technical change to be consistent with the induced innovation hypothesis we apply it to u s agriculture

trade unions and seniority employment rules abstract some but not all trade union and insider outsider models assume that a seniority employment rule is used we investigate when firm and union members gain from such a rule and the consequences of their adopting one generally providing a seniority wage scale is also used they gain if union membership is not too large relative to demand and union bargaining power not too great moreover when outsiders are hired under a seniority employment rule employment is at the competitive level these results might explain why bargaining over employment is relatively uncommon and typically occurs only in industries with declining employment

foreign portfolio investment and financial constraints of small firms the article examines the impact of foreign portfolio investment fpi and constrains on small firms fpi has significant influence on a country s economic development and improvement in spite of the fact that the degree of constraints differ across counties and firms it is mostly small firms that suffer constrains from foreign investment constraints that are significantly lower in richer larger and faster growing countries this paper seeks to shed light on the factors that bring foreign investors to georgia on the motives of these investors on some of the constraints and barriers evidenced in the georgian investment environment and on the amount fdi and fpi flow in georgia in last years finally we summarize and provide some recommendations on how to increase the competitiveness of the country s investment climate in retaining existing and attracting new foreign and domestic investors

union wages temporary lay offs and seniority it is widely believed that the seniority system in conjunction with the collective bargaining process contributes significantly to the determination of the unemployment level in unionized sectors causa i empiricism suggests that real wage demands often remain buoyant in these sectors in the face of seemingly high rates of unemployment among union members james medoff 1979 p 380 convincingly documents the evidence that adjustment through lay offs is substantially greater in unionized firms than in comparable non unionized firms the usual but somewhat informal explanation is that the outcome of union voting is greatly influenced by senior workers who are fairly certain that they will not be laid off when normal shifts in the industry s demand for labour occur 2 these inframarginal workers are believed to vote for higher wage settlements than they would if their own jobs were not so secure

insiders outsiders and nominal wage contracts while the consequences of nominal wage contracts have been rather thoroughly analyzed there is no generally accepted theory of why such contracts prevail in this paper i argue that the distinction between insiders and outsiders is important for understanding nominal wage contracts since most employment fluctuations take the form of fluctuations in hiring insiders are normally not affected by them since prices are primarily determined by costs demand shocks have small effects on real wages thus insiders have little incentive to change to more complicated contracts with rigid nominal wages nominal demand shocks have large effects on the employment opportunities of outsiders but outsiders have little influence on labor contracts

induced innovation in u s agriculture time series direct econometric and nonparametric tests the hypothesis of induced innovation is tested for u s agriculture using a high quality state level panel data set and three disparate testing techniques time series direct econometric and nonparametric we find little support for the hypothesis that conclusion is robust across testing techniques however as with all empirical tests of this hypothesis conducted to date ours focus only on the demand side of the hypothesis the hypothesis could have been rejected simply because the marginal cost of developing and implementing input saving technologies for the relatively expensive inputs is greater than for the relatively cheap inputs copyright 2009 oxford university press

uniform and non uniform second best input taxes we investigate second best input based taxes foragricultural nonpoint pollution control when marketprices are endogenous and production isheterogeneous theoretically we derive the optimalforms of taxes which take account of heterogeneity non uniform taxes and a tax which does not auniform tax empirically we use a multi factor market equilibrium simulation model to determineoptimal tax rates and associated equity effects particularly differences in landowner gains lossesacross a heterogeneous region when market prices areendogenous second best tax policies result inpecuniary externalities that affect existingenvironmental externalities in particular thepecuniary externalities amplify the effect of producerheterogeneity on determination of sub regionaldifferences in tax rates and returns to land particularly for the uniform policy with endogenousprices the uniform tax rate is considerably higherthan any of the non uniform rates and ironically thenon uniform taxes result in less dispersion oflandowner gains across sub regions than the uniformtax

the output bias of technological change in postwar japanese agriculture in order to explain the rapid change in the output mix this study tests the hypothesis that technological change in postwar japanese agriculture was biased towards livestock production a multioutput translog cost function was estimated for the 1958 84 period in which results are consistent with the hypothesis furthermore changes in the composition of crop and livestock production had significant impacts on relative factor uses above all expanding livestock production required relatively less labor than expanding crop production implying a positive contribution to the rapid exodus of labor to the nonagricultural sectors