the use of parametric and non parametric frontier methods to measure the productive efficiency in the industrial sector a comparative study abstract parametric frontier models and non parametric methods have monopolised the recent literature on productive efficiency measurement empirical applications have usually dealt with either one or the other group of techniques this paper applies a range of both types of approaches to an industrial organisation setup the joint use can improve the accuracy of both although some methodological difficulties can arise the robustness of different methods in ranking productive units allows us to make a comparative analysis of them empirical results concern productive and market demand structure returns to scale and productive inefficiency sources the techniques are illustrated using data from the us electric power industry

entrepreneurial human capital and the long run survival of firms in india abstract this paper analyses the characteristics of entrepreneurs that contribute to firms survival in less developed countries ldcs the study which relies on data collected in a 1971 survey of entrepreneurs in south india and a follow up survey of surviving firms in 1993 finds that entrepreneurial human capital greatly influences firm survival the results indicate that firms founded by older entrepreneurs in higher castes are most likely to survive but that increased education of the founding entrepreneur reduces survival these results provide evidence that opportunities of entrepreneurs outside the firm ignored in most theories are important in firm survival

productivity and efficiency with discrete variables and quadratic cost function abstract we propose an index of productivity based on a quadratic cost function and developed for discrete data including technical and allocative inefficiency jointly with technical change and returns to scale as determinants of total factor productivity this new index is applied to spanish stevedoring industry so as to identify the sources of change in the productivity of a multiproductive activity where some companies do not produce some of the outputs in this context the functional quadratic form and the productivity index proposed prove particularly useful

efficiency analysis for exogenously fixed inputs and outputs we evaluate by means of mathematical programming formulations the relative technical and scale efficiencies of decision making units dmus when some of the inputs or outputs are exogenously fixed and beyond the discretionary control of dmu managers this approach further develops the work on efficiency evaluation and on estimation of efficient production frontiers known as data envelopment analysis dea we also employ the model to provide efficient input and output targets for dmu managers in a way that specifically accounts for the fixed nature of some of the inputs or outputs we illustrate the approach using real data for a network of fast food restaurants

off farm work decisions of husbands and wives joint decision making theoretical and econometric models are developed to examine joint wage labor participation and hours decisions of a husband and wife in farm households the econometric model is multiple equation and recursive the specification of the off farm labor supply equation of the husband wife depends on whether his her wife husband does or does not work off the farm and this structure is endogenous the model is fitted to data for iowa farm households the main conclusion is that the off farm labor supply equation of a married individual differs significantly depending on whether his or her spouse also works for a wage copyright 1989 by mit press

comparing frontier methods for economic environmental trade off analysis abstract this paper uses a mechanistic frontier approach as a reference to evaluate the ability of conventional parametric sfa and non parametric dea frontier approaches for analyzing economic environmental trade offs conventional frontier approaches are environmentally adjusted through incorporating the materials balance principle the analysis is worked out for the flemish pig finishing case which is both representative and didactic results show that on average sfa and dea yield adequate economic environmental trade offs both methods are good estimators for technical efficiency cost allocative and environmental allocative efficiency scores are less robust due to the well known methodological advantages and disadvantages of sfa and dea for particular firms sfa dea and the mechanistic approach may yield different economic environmental trade offs one has therefore to be careful when using conventional frontier approaches for firm specific decision support the mechanistic approach allows for optimizing performances per average present finisher which is the production unit in pig finishing conventional frontier methods do not allow for this optimization since the number of average present finishers varies along the production functions since the mechanistic production function is based on underlying growth feed uptake and mortality functions additional firm specific indicators can also be calculated at each point of the production function

labor market opportunities and intrafamily time allocation in rural households in south asia this paper utilizes a time allocation survey of a four year panel of households from six villages in semi arid tropic rural india estimates of the inter relationships between adult male female and child market wage rates and time allocated to the market domestic production leisure and schooling by boys and girls are presented the role of individual unobservable heterogeneity and self selection into activity participation is also accounted for the overall results suggest the importance of the opportunity cost of time in intrafamily time use

an empirical model of labor supply in a life cycle setting this paper formulates and estimates a structural intertemporal model of labor supply using theoretical characterizations derived from an economic model of lifetime behavior a two step empirical analysis yields estimates of intertemporal and uncompensated substitution effects which provide the information needed to predict the response of hours of work to life cycle wage growth and shifts in the lifetime wage path

barriers to participation of the poor in south africa s land redistribution abstract land redistribution is being characterized as poverty alleviation for rural south africa this paper argues that the poor have less inclination to move the distances demanded by the redistribution have less labor available for farming are less able to afford the program s up front costs have fewer farming specific skills and have less capacity to cope with agricultural risk therefore the poor are likely to be rationed out of participation in the program and the land redistribution will have little effect on rural poverty unless demand led targeting is dropped and ancillary programs are employed to make land redistribution attractive for the poor

gender time use and change the impact of the cut flower industry in ecuador this article uses survey data from ecuador to examine the effects of women s employment on the allocation of paid and unpaid labor within the household the reader compares a region with high demand for female labor with a similar region in which demand for female labor is low the comparison suggests that market labor opportunities for women have no effect on women s total time in labor but increase men s time in unpaid labor the increase in men s time in unpaid work reflects women s increased bargaining power in the home

program interventions intrahousehold distribution and the welfare of individuals modelling household behavior abstract in this essay the implications for the intrahousehold distribution of resources derived from economic models of household behavior that treat the household as maximizing a single welfare function are reviewed particular attention is paid to the within family allocation of time and food and to the effects of these resources on the schooling earnings and health status of individuals as they are affected by direct food intervention and female employment schemes and price altering policies empirical applications are provided from data sets from india indonesia and the philippines to illustrate the power and limitations of such models for illuminating household interventions and for placing restrictions on data

energy efficiency and policy in swedish pulp and paper mills a data envelopment analysis approach the paper provides an empirical assessment of the electricity efficiency improvement potential in the swedish pulp and paper industry by employing data envelopment analysis dea and mill specific input and output data for the years 1995 2000 and 2005 the empirical results are discussed in relation to the reported outcomes of the swedish voluntary energy efficiency programme pfe the estimated electricity efficiency gap is relatively stable over the time period it equals roughly 1 twh per year for the sample mills and this is three times higher than the corresponding self reported electricity savings in pfe this result is largely a reflection of the fact that in the pulp and paper industry electricity efficiency improvements are typically embodied in the diffusion of new capital equipment and there is a risk that some of the reported measures in pfe simply constitute an inefficient speed up of capital turnover the above does not preclude though that many other measures in pfe may have addressed some relevant market failures and barriers in the energy efficiency market overall the analysis suggests that future energy efficiency programs could plausibly be better targeted at explicitly promoting technological progress as well as at addressing the most important information and behaviour related failures

separability test for the electricity supply industry this paper examines the vertical integration issue of the electricity industry this industry is typically vertically integrated and heavily regulated the paper investigates the potential technological efficiency loss due to the vertical disintegration using the translog production function three separability hypotheses using the allen uzawa elasticity of substitution are tested to examine the feasibility of various degrees of disintegration of the current industry structure all three separability hypotheses are rejected and the cost of disintegration is estimated further estimates indicate that the electricity industry appears to have exhausted economies of scale unlike other deregulated industries disintegration of the electricity industry will entail technological efficiency loss

the appropriateness of the poolability assumption for multiproduct technologies evidence from the english water and sewerage utilities abstract the empirical literature on the cost structure of multiproduct firms e g public utilities providing in combination gas water and electricity traditionally assumes a common technology across different products and stages of production letting the issue of poolability unexplored the appropriateness of this assumption is tested here by estimating a general cost function for samples of uk specialized and sewerage diversified water utilities the results show the existence of both aggregate scale economies and diseconomies of scope more interestingly the hypothesis that the two groups of water companies share the same technological parameters is rejected given the implications of this finding in terms of optimal industry configuration and possible restructuring policies e g mergers and or divestitures our test suggests caution in pooling samples when undertaking empirical studies on data which refer to multiproduct technologies

off farm labor supply responses to permanent and transitory farm income a sample of iowa farm couples is used to evaluate whether off farm labor supply decisions respond to permanent and transitory components of farm income off farm labor supply of both spouses declines in response to increases in permanent farm income farm wives also reduce off farm labor supply in response to positive transitory farm income shocks consequently one mechanism farm households use to smooth their goods consumption when facing fluctuating farm income is to modify their consumption of leisure ability to smooth goods consumption does not imply the absence of liquidity constraints among farm households unless leisure consumption is also smoothed

labour supply and wages among nuclear and extended households the surinamese experiment this article explores labour market behaviour of members of extended and nuclear households in suriname previous analyses have found that co operative childcare opportunities within the extended household increase female labour force participation such coordination implies correlated participation decisions which invalidates standard assumptions made in estimating participation with probits and wages with regressions we employ a gmm estimation which allows correlation among household members we find that extended and nuclear household members are not significantly different in participation propensities but do differ significantly in wages we argue that greater home production opportunities in extended households dilute labour market effort and hours reducing earnings

a partial adjustment approach to evaluating and measuring the business value of information technology abstract in this paper we develop a partial adjustment approach based on the theory of partial adjustment to assess the value of information technology we also propose a performance measure derived from the approach the constrained structural or implicit and unconstrained non structural or explicit models derived from the approach are fitted into a set of panel data at the country level covering the period from 1993 to 2006 for a sample of 12 countries including the g7 nations and are estimated by the seemingly unrelated regression estimation the results produced by the models are robust with respect to the choice of the production function representing the true desired or maximum output and challenge the widely held belief that the productivity paradox has disappeared and the view that the productivity paradox exists in developing economies only the proposed approach compares favorably with the time varying stochastic production frontier approach since it is easier and simpler to apply but unlike the non parametric data envelopment analysis approach it is parametric

estimating most productive scale size using data envelopment analysis abstract the relation between the most productive scale size mpss for paparticular input and output mixes and returns to scale for multiple inputs multiple outputs situations is explicitly developed this relation is then employed to extend the applications of data envelopment analysis dea introduced by charnes cooper and rhodes ccr to the estimation of most productive scale sizes for convex production possibility sets it is then shown that in addition to productive inefficiencies at the actual scale size the ccr efficiency measure also reflects any inefficiencies due to divergence from the most productive scale size two illustrations of the practical applications of these results to the estimation of most productive scale sizes and returns to scale for hospitals and stem electric generation plants are also provided emphasize the advantage of this method in examining specific segments of the efficient production surface

malmquist productivity index estimation with zero value variables the case of greek prefectural training councils abstract the paper suggests a technique for the parametric estimation of the malmquist productivity growth index when the dataset to be analyzed contains a considerable number of observations with zero values a dummy variable technique suggested by battese j agric econom 48 1997 250 is extended to a translog specification of the input distance function moreover technical changes tcs are decomposed into neutral and biased components and the sources of total productivity growth are computed via formulae explicitly accounting for the discrete nature of the data our approach has been applied to the greek prefectural training councils a state extension system for the general public findings indicate a considerably negative productivity growth primarily attributable to regressive tc

firm specific knowledge and technical efficiency of watch and clock manufacturing firms in china abstract this paper tests whether firm specific knowledge in terms of capital intensity product differentiation and research and development contribute to an improvement in firm efficiency based on a representative dataset from the watch and clock industry in southern china the technical efficiency is estimated using a non parametric data envelopment analysis approach through a tobit model we investigate whether a firm s specific knowledge influences its efficiency the results suggest that capital intensity and research and development have a positive effect on the efficiency of the sample firms and identify their roles of firm specific knowledge in explaining inter firm variation in efficiency however sample firms with high level of product differentiation were found to have no obvious advantages in efficiency performance

using shadow wages to estimate labor supply of agricultural households with few exceptions most studies of the labor demand and supply decisions of agricultural households in developing countries have relied on the empirical advantages of separability given the questionable nature of some of the assumptions sufficient for separability i apply a recent methodology that accounts for the simultaneity between the production and consumption decisions of a farm household using data from rural india direct estimates of the marginal productivities shadow wages of family male and female labor are derived from a cobb douglas agricultural production function the estimated shadow wages and income are then used as regressors in a structural model of labor supply

market wages family composition and the time allocation of children in agricultural households this article draws upon a time allocation survey of a four year panel of households from six villages in semi arid tropic rural india the inter relationships among adult male female and child market wage rates and time allocated to domestic activities leisure and schooling by boys and girls are analysed the results based on the pooled time series and cross section individual observations suggest that adult and child wage rates play an important role in the time allocation of both boys and girls

gender time use and change this article uses survey data from ecuador to examine the effects of women s employment on the allocation of paid and unpaid labor within the household i compare a region with high demand for female labor with a similar region in which demand for female labor is low the comparison suggests that market labor opportunities for women have no effect on women s total time in labor but increase men s time in unpaid labor the increase in men s time in unpaid work reflects women s increased bargaining power in the home

determinants of nonfarm earnings of farm based husbands and wives in northern ghana the nonfarm work participation decisions of married men and women in rural northern ghana were jointly and separately estimated for married couples through a bivariate probit using recent survey data selectivity bias was corrected for in estimating wage offer and labor supply equations using heckman s procedure education experience infrastructure distance to the capital and population density as well as interactions between education and infrastructure and between education and distance to the city were found to be significantly related to the probability of nonfarm labor market participation wages and the amount of nonfarm labor performed with significant differences by gender

understanding social welfare capitalism private property and the government s duty to create a sustainable environment no one would deny that sustainability is necessary for individual business and national survival how this goal is to be accomplished is a matter of great debate in this article i will show that the united states and other developed countries have a duty to create sustainable cities even if that is against a notion of private property rights considered as an absolute through eminent domain and regulation developed countries can fulfill their obligations to current and future generations to do so the governments must reject perfectly competitive free market capitalism and the absolute right to private property and more fully adopt social welfare capitalism as their economic system the result will be a sustainable society that balances democracy individual rights and individual flourishing with the community s flourishing

intertemporal substitution in labor supply micro evidence from rural india abstract this paper tests the hypothesis of intertemporal substitution in labor supply using time allocation data on adult male and female members of agricultural households in india the robustness of the results with respect to functional form specification and credit constraints is examined the female intertemporal elasticity of substitution is found to be significant but low similar to estimates from the us elasticity estimates for males are negative or zero tests of symmetry and additive separability proved inconclusive as they are quite sensitive to functional form in addition the empirical analysis revealed significant differences in the elasticity of substitution of females depending on land ownership and whether the period of reference falls during planting and harvesting or after harvesting these differences suggest that credit constraints limit the possibilities of substitution of labor supply across time

international migration and child labour in developing countries this paper investigates the labor market effect of international migration on child work in countries of origin we use an original cross country survey dataset which combines information on international migration with detailed individual level data on child labour at age 5 14 in a wide range of developing countries by exploiting both within and cross country variation and controlling for country fixed effects we find strong and robust evidence on the role of international mobility of workers in reducing child labour in disadvantaged households through changes in the local labour market

piecewise loglinear estimation of efficient production surfaces linear programming formulations for piecewise loglinear estimation of efficient production surfaces are derived from a set of basic properties postulated for the underlying production possibility sets unlike the piecewise linear model of banker charnes and cooper banker r d a charnes w w cooper 1984 models for the estimation of technical and scale inefficiencies in data envelopment analysis management sci 30 september 1078 1092 this approach permits the identification of increasing marginal products and estimation of the classical s shaped production functions methods are also provided for estimating technical inefficiencies and other production characteristics such as rates of substitution and transformation marginal products returns to scale and most productive scale sizes on the basis of observed production data the results of a simulation study are reported to illustrate the usefulness of this estimation method in empirical applications when there are a priori reasons to expect increasing marginal products in some regions of the production function a modified model is provided to extend this analysis to the situation of non competing outputs addressed by the bi extremal model of banker charnes cooper and schinnar banker r d a charnes w w cooper a schinnar 1981 a bi extremal principle for frontier estimation and efficiency evaluation management sci 27 december 1370 1382

how responsive are private transfers to income evidence from a laissez faire economy abstract in recent years there has been burgeoning interest in how private transfers respond to household income or transfer derivatives much of it is fueled by the specter of crowding out the more responsive are private transfers the more likely they could be supplanted by expansions in public transfers weakening or destroying the latter s distributive impact yet there is also an emerging consensus that actual transfer derivatives are trivial at least for the united states suggesting that crowding out might loom larger in the minds of some economists than in the data but perhaps crowding out is a fait accompli in the united states accordingly we focus on the philippines which has a much smaller public sector we also pursue a novel theoretical angle which generates a sharp non linear relationship between private transfer receipts and income in the form of a spline our empirical work applies recently developed estimation techniques that treat the spline s threshold as an unknown parameter and they uncover transfer derivatives much larger than conventional methods reveal notably private transfers patterns are consistent with altruistic preferences effective risk sharing or both in accord with theoretical predictions however strong transfer derivatives prevail only among low income households our findings suggest that attempts to aid the poor could be thwarted by private responses which leak benefits to richer households in the form of lighter burdens of support for less fortunate kin so the problems that operative private transfers create for public redistribution policy first pointed out by becker and barro over 25 years ago do indeed matter empirically

emerging technologies and ethics a race to the bottom or the top does national success with an emerging technology require ethical sacrifices this question is considered through the simultaneous consideration of ethics investment and outcomes in the nine jurisdictions that are making the largest investments in nanotechnologies an important emerging technology it is found that while ethical environment has no notable effect on pure and applied research a more positive ethical environment is associated with measures associated with invention and commercialization in summary a race to the top supports invention and commercialization of emerging technologies a critical finding as it suggests that issues such as corruption and regulation could be critical in limiting the extraction of social and economic benefit from emerging technologies like nanotechnologies

shadow wages and peasant family labour supply an econometric application to the peruvian sierra a striking feature of developing economies is the large proportion of the work force that is self employed lack of widespread labor market participation in the agricultural sector can pose a major obstacle to the empirical implementation of economic models of the peasant household whether because wage data are simply not available or because the assumptions required to make use of wage data stretch the bounds of credulity this paper develops a methodology for estimating a structural labor supply model for primarily self employed peasant households which holds under a general agricultural technology and set of labor market conditions the unique feature of the approach is that the opportunity cost of time or shadow wage of household workers is explicitly estimated from an agricultural production function and is subsequently used to identify a set of structural labor supply parameters recent household survey data from rural peru is employed to estimate and perform various diagnostic tests on the model the empirical findings lend support to the hypothesis that peasant households allocate their members time as if to maximize a family utility function and moreover demonstrate the tractability of the shadow wage methodology and its usefulness in estimating more elaborate time allocation models

a dynamic efficiency model using data envelopment analysis abstract changes in productivity due to technological progress or regress are incorporated in models of data envelopment analysis dea in two ways either through a network technology or in terms of a capacity variable or capital input embodying technical progress the second way is analyzed here in terms of time varying capital inputs due to the changes in input prices over time this provides an optimal control theoretic view of the time path of capital inputs which minimizes a discounted sum of total input costs for each dmu the cost of risk aversion and the adjustment cost of input price fluctuations may then be minimized in an extended dea model framework these extensions of the dea model are analyzed here and illustrated by an empirical application to international airlines data

productivity of men and women and the sexual division of labor in peasant agriculture of the peruvian sierra abstract this paper estimates the productivity of men and women in the peasant agriculture of the peruvian sierra using recent household survey data a sexual division of labor on the farm implies that male and female labor are not perfectly substitutable evidence is found for female specialization on livestock production a translog production function reveals that the use of animal traction and land affect the marginal productivity of male and female labor differently suggesting that the two types of labor cannot be aggregated overall adult male labor is found to contribute more to farm output at the margin than adult female labor though the extent of the difference is sensitive to how farm output and the labor inputs are measured

determinants of women s time allocation in rural bangladesh time allocation patterns of women in developing countries have received attention due to interest in 2 problems the 1st is whether womens time is governed by economic constraints or by local customs and patriarchy 2nd is the question of whether these women have a 2 way to work or not to work or a 3 way to work inside or outside the family or not to work choice structure an economic framework is outlined that elucidates how jointly made decisions on labor force participation and hours of work affect womens time allocation decisions this econometric model of womens time allocation is based on a random sample of 500 households in different regions of rural bangladesh market production is defined as work for cash income whether inside or outside the home the study focused on married women aged 15 49 of whom 195 out of 444 engaged in market production these women tended to be younger live closer to market centers and have more schooling than those not participating in market production time use by these women was influenced by individual and household economic factors and was not rigidly set by local customs thus women in rural bangladesh will probably respond to market opportunities as development proceeds there the husbands educational level also had a large effect on time allocation and this may have been due to a spouse selection bias rather than the husband determining his wifes time use

the value and allocation of time in rural botswana abstract time use data indicate that there is substantial surplus labor in rural areas of botswana with the incidence of underutilization varying by age sex and asset position time allocations are influenced by economic incentives i e income and productivity effects the more productive capital the household has the more productive work its members perform particularly its children the positive productivity effect of capital on economic work somewhat outweighs its negative income effect time allocations also are constrained by a culturally determined division of labor by age and sex which however shows some flexibility at the margin

approximate optimality of aboriginal property rights in contrast to the relatively rich literature enlightened by many cases on property rights in modern societies the corresponding literature by economists on aboriginal societies is peremptory and uninformed by interdisciplinary studies this relatively brief literature is enlightened by only a few case studies and concrete examples both the analysis and its credibility can be improved by more use of relevant data covering a wider variety of cases this article undertakes such an endeavor using the observations of anthropologists of the diverse set of rights customs and practices of over fifty aboriginal peoples the cases considered here include peoples who used their group territories for hunting and fishing for gathering wild roots fruit vegetables and invertebrates and sometimes for primitive horticulture among the studied groups one observes almost all conceivable structures of rights the study of aboriginals can make especially clear the advantages of one type of property right over another because in most cases these people lived at the margin of subsistence in more developed societies departures from optimality mean lower living standards and lower growth rates luxuries these societies can afford by contrast in societies near the margin of subsistence with populations under malthusian control such departures had harsher effects which one would expect to see reflected in the surviving societies unsound rights structures generally implied lower population size and perhaps the disappearance of the society where the balance of advantage and disadvantage between alternative institutions was reasonably close however more than one could be found one therefore expects the data on aboriginals to provide relatively direct evidence on the structure of an optimal system of property

does cash crop adoption detract from child care provision evidence from rural nepal this document addresses the issues of agricultural commercialization using data from fieldwork conducted in nepal it aimed to examine the impact of a project designed to commercialize vegetables and fruit the vegetable and fruit cash crop program vcf on male and female time allocation the goal of vfc program was to increase the commercial production of vegetables and fruits in farm households that were heavily dependent on the production of cereal and livestock for home consumption findings from multivariate analysis suggest that for households with one preschooler vfc participation results in more time to agricultural production of the cash crop for both men and women but also a decrease in care time to preschoolers from both men and women meanwhile for households with more than one preschooler this trade off is not so apparent the analysis also suggests that behavior change initiatives to protect time to child care might be feasible in that vfc participation does not decrease the overall nonwork time of men or women with preschool children in residence

measurement of productive efficiency with frontier methods a case study for wind farms abstract in this paper we measure the productive efficiency of a group of wind farms during the period 2001 2004 using the frontier methods data envelopment analysis dea and stochastic frontier analysis sfa taking an extensive definition of the productive process of wind electricity as our starting point we obtain results which allow us to identify on the one hand an essentially ex ante efficiency measure and on the other hand aspects of relevance for wind farm development companies developers technology suppliers and operators in terms of their economic impact these results may also be of interest for regulators and other stakeholders in the sector furthermore we discuss the implications of the simultaneous use of dea and sfa methodologies

off farm work and capital accumulation decisions of farmers over the life cycle the role of heterogeneity and state dependence abstract this paper analyzes two principal simultaneous decisions of farm operators off farm labor supply and farm capital investment we first develop a theoretical model analyzing the effects of exogenous shocks on farmers decisions then we estimate jointly a multinomial probit model of farmers off farm labor supply and a switching regression model of farm capital using a two period panel data set from israel this method enables to account for both unobserved heterogeneity and structural state dependence the results demonstrate that farm capital investments during the 1970s which were enhanced by heavily subsidized credit prevented farmers from seeking off farm employment opportunities

analyzing the relationships between information technology inputs substitution and national characteristics based on ces stochastic frontier production models abstract this research examines four interrelated issues at the country level the value of information technology it inputs substitution and complement the complementarity phenomenon created by it and national characteristics and the productivity paradox jointly and critically from a global perspective using the so called productive efficiency as the performance measure to that end we develop the three factor constant elasticity of substitution ces stochastic production frontier model and apply it to a set of panel data from 15 countries over the period 1993 2003 along with the traditional two factor ces models within the one and two equation frameworks in the two equation setting six national characteristics are selected as the contributing factors of the productive efficiency the findings include i the value of it as measured by the productive efficiency is duly recognized ii the productivity paradox is found to be absent from the production process in a majority of developed and developing countries considered rejecting the existing argument that the paradox exists only in developing economies but does not exist in developed countries however the developed countries have used it capital in their production systems more productively efficiently than the developing nations iii traditional capital non it capital traditional labor and it capital are not pairwise substitutable contrary to the notion that they are pairwise substitutable at the firm level iv constant returns to scale as commonly assumed are not supported by the data v different national characteristics affect a country s output represented by gross domestic product or gdp and its productive efficiency differently and vi the complementarity phenomenon is observed in most of the countries developed and developing under study

in times of sickness intra household labour substitution in rural indonesian households abstractin many developing countries households with ill adults suffer not only from diminished labour supply but also from an inability to borrow against future labour income intra household labour substitution may be an important coping strategy for these households using information about individual health status provided by indonesia family life survey this study finds some evidence that indonesian farm households cope with chronic illnesses of male adults through intra household labour substitution yet the results show that this strategy is not effective in the case of severe health shocks and that these households are unable to keep their family farm profits stable