learning about a new technology pineapple in ghana this paper investigates the role of social learning in the diffusion of a new agri cultural technology in ghana we use unique data on farmers communication patterns to define each individual s information neighborhood conditional on many potentially confounding variables we find evidence that farmers adjust their inputs to align with those of their information neighbors who were surpris ingly successful in previous periods the relationship of these input adjustments to experience further indicates the presence of social learning in addition applying the same method to input choices for another crop of known technol ogy correctly indicates an absence of social learning effects jel d83 013 033 q16

reference dependent preferences and labor supply the case of new york city taxi drivers i develop a model of daily labor supply where preferences are dependent on a reference daily income level and i apply this model to data on the labor supply of new york city taxi drivers i find that there may be a reference level of income on a given day that affects labor supply however there is substantial day to day variation in a given driver s reference level and most shifts end before reaching the reference income level this pattern is inconsistent with an important role for reference dependent preferences

behavioural development economics lessons from field labs in the developing world abstract explanations of poverty growth and development depend on the assumptions made about individual preferences and the willingness to engage in strategic behaviour economic experiments especially those conducted in the field have begun to paint a picture of economic agents in developing communities that is at variance with the traditional portrait we review this growing literature with an eye towards preference related experiments conducted in the field we also offer lessons on what development economists might learn from experiments we conclude by sharing our thoughts on how to conduct experiments in the field and then offer a few ideas for future research

risk preferences around the world we present results from a large scale international survey on risk preferences conducted in 53 countries in all countries we find on average an attitude of risk aversion in gains and of risk seeking in losses the degree of risk aversion shows significant cross country differences moreover risk attitudes in our sample depend not only on economic conditions but also on cultural factors as measured by the hofstede dimensions individualism and uncertainty avoidance the data may also serve as an interesting starting point for further research on cultural differences in behavioral economics data as supplemental material are available at http dx doi org 10 1287 mnsc 2013 1869 this paper was accepted by peter wakker decision analysis

the boundaries of loss aversion abstract in this article the authors propose some psychological principles to describe the boundaries of loss aversion a key idea is that exchange goods that are given up as intended do not exhibit loss aversion for example the authors propose that money given up in purchases is not generally subject to loss aversion the results of several experiments provide preliminary support for the hypotheses the authors find that consistent with prospect theory loss aversion provides a complete account of risk aversion for risks with equal probability to win or lose the authors propose boundaries for this result and suggest further tests of the model

effects of household shocks on risk preferences and loss aversion evidence from upland smallholders of south east asia avoiding risk in financial decisions is credited to be a key contributor to persistent poverty and poverty traps in spite of this the methods used to measure behaviour under risk rarely reflect a

why farmers sometimes love risks evidence from india abstractusing a unique data set collected among farmers in india s semiarid tropics we document the surprising prevalence of risk taking behavior in the face of realistically framed high stakes gambles we hypothesize that this apparently anomalous behavior is due to a combination of credit constraints and nonconvexities in production in particular the high stakes nature of the gambles creates the potential for a farmer to undertake a productive investment that would normally be unaffordable and thereby move to a permanently higher level of income we show that the degree to which farmers are willing to accept risk in return for this opportunity appears to relate in an intuitive way to their current agricultural production technology as well as the demographic composition of their household

risk preferences and pesticide use by cotton farmers in china abstract despite that insect resistant bt cotton has been lauded for its ability to reduce the use of pesticides studies have shown that chinese bt cotton farmers continue to use excessive amounts of pesticides using results from a survey and an artefactual field experiment we find that farmers who are more risk averse use greater quantities of pesticides we also find that farmers who are more loss averse use lesser quantities of pesticides this result is consistent with our conceptual framework and suggestive evidence where farmers behave in a loss averse manner in the health domain and place more weight on the importance of health over money in the loss domain

the disposition effect in farmers selling behavior an experimental investigation the identification of the optimal selling time of stored goods is among the most essential economic decisions on a farm beyond monetary aspects behavioral factors influence farmers selling decisions in financial economics the disposition effect is a commonly observed phenomenon it describes the fact that investors hold losing stocks too long while they sell stocks that gained in value too early in the context of agriculture this behavioral bias has not been analyzed thoroughly yet to close this research gap we conducted an incentivized online experiment with 112 farmers from germany the experimental design was based on a well proven experiment from financial economics and adapted to an agricultural decision context where stored goods must be sold farmers were provided information on the uncertain price developments in addition lotteries were conducted to elicit farmers risk attitude probability weighting and loss aversion results indicate that there is a robust disposition effect in farmers selling behavior furthermore more loss averse farmers exhibited a higher realization of gains

biotechnology boosts to crop productivity in china trade and welfare implications genetically modified gm cotton is widely adopted and the list of gm technologies in trials is impressive in china at the same time there is an active debate on when china should commercialize its gm food crops this paper provides an economy wide assessment of some of the issues surrounding the adoption and commercialization of biotechnology based on unique data from empirical micro level study and field trials in china and a modified gtap model our results indicate that the development of biotechnology has an important impact on china s production trade and welfare welfare gains far outweigh the public biotechnology research expenditures most gains occur inside china and can be achieved independently from biotech unfriendly polices adopted in some industrialized countries

risk aversion and credit constraints in farmers decision making a reinterpretation in 1976 the agricultural development council sponsored a conference on risk uncertainty and agricultural development which has been summarised in a volume edited by james roumasset jean marc boussard and inderjit singh 1979 the volume provides an excellent review of the state of the art at that time however as discussed in the summary chapters of that volume there were few theoretical empirical or policy issues on which clear conclusions could be reached on the basis of knowledge then available in the intervening years progress has been made on a number of issues as a result of both empirical investigations and theoretical advances this paper concentrates on advances which have relevance to the controversy about the relative roles of risk aversion and credit constraints in limiting farmers investment levels especially for purchased inputs such as seeds or fertilizers in particular we review recent experimental studies on the extent of risk aversion among farmer populations in developing

loss aversion and the demand for index insurance abstract this work analyzes if reference dependence and loss aversion can explain the puzzling low adoption rates of rainfall index insurance we present a model that predicts the impact of loss aversion on index insurance demand to vary with different levels of insurance understanding index insurance demand of farmers who are unaware of the loss hedging benefit that insurance provides decreases with loss aversion in contrast insurance demand of farmers who are aware of the loss hedging benefit increases with loss aversion the model further predicts that farmers who are unaware of the loss hedging benefit will not demand an even highly subsidized index insurance using data from a randomized controlled trial involving a sample of indian farmers we provide empirical support for our core conjecture that insurance understanding mitigates the negative impact of loss aversion on index insurance adoption

adoption of agricultural innovations in developing countries a survey this paper reviews various studies which have provided a description and possible explanation to patterns of innovation adoption in the agricultural sector the survey points out that the tendency of many studies to consider innovation adoption in dichotomous terms adoption nonadoption may not be appropriate in many cases where the actual decisions are defined over a more continuous range more attention needs to be given to the socio cultural and institutional environment in area studies so that their interrelation with economic factors affecting adoption can be inferred the presence of several interrelated innovations is another aspect that needs to be considered more carefully in future research since a number of simultaneous decisions may be involved furthermore the possibility of regular sequential patterns in adopting components of a new technological package should be specifically addressed in future studies finally the impact of differential adoption rates on land holding distribution merits attention in future research

the determinants of technology adoption the case of the banking firm using data on the adoption of automatic teller machines by firms in the banking industry this study examines the relationship between the decision to adopt new technology and its determinants since banking firms differ considerably in terms of the competitive environments in which they operate focusing on this one innovation in this industry allows a stronger test of the relationship between market structure and the adoption of new technology than has been previously conducted using a failure time estimation procedure we find that larger banks and banks operating in more concentrated local banking markets register a higher conditional probability of adopting this new technology all else equal we also find that other results are consistent with the underlying model and that the bank s regulatory environment shapes its adoption decision in plausible ways

the african growth and opportunity act and the global commodity chain for clothing abstract this paper examines responses to the african growth and opportunity act in sub saharan africa s clothing sector the paper reviews statistical evidence on supply response as well as presenting recent fieldwork findings from southern africa using a modified version of global commodity value chain analysis it argues that while there has been a significant level of response this has been largely confined to enterprises of a particular type the latter has evolved globally in relation to the specificities of the us clothing market this has consequences both for chain analysis and for broader debates concerning industrial upgrading and trade vs aid

insurance moral hazard and chemical use in agriculture this paper examines how crop insurance affects corn farmers fertilizer and pesticide use in the u s midwest crop insurance might be expected to affect chemical use because of moral hazard insured farmers may undertake riskier production than do uninsured farmers results suggest that insurance exerts considerable influence on corn farmers chemical use decisions those purchasing insurance applied significantly more nitrogen per acre 19 spent more on pesticides 21 and treated more acreage with both herbicides and insecticides 7 and 63 than did those not purchasing insurance these results suggest that both fertilizer and pesticides may be risk increasing inputs

storm damage and risk preferences panel evidence from germany individuals risk preferences may change after experiencing external socio economic or natural shocks theoretical predictions and empirical studies suggest that risk taking may increase or decrease after experiencing shocks so far the empirical evidence is sparse especially when it comes to developed countries we contribute to this literature by investigating whether experiencing financial and health related damage caused by storms affects risk preferences of individuals in germany using unique panel data we find that household heads were more risk seeking after they experienced storm damage we do not find evidence of exposure to storm per se regardless of damage experience which suggests that household heads have to suffer damage for their risk preferences to be affected these results are robust across a battery of alternative model specifications and alternative storm damage measures magnitude of financial damage we rule out other potential explanations such as health related and economic shocks the self reported storm damage data is broadly confirmed by regional storm damage data provided by the insurance industry while we cannot identify the channels through which experiencing storm damage affects risk preferences from our data we suggest and discuss some potential channels the results may have important policy implications as risk preferences affect for instance individuals savings and investment behaviour adoption of self protection and self insurance strategies and technology adoption

making the implicit explicit a look inside the implicit discount rate implicit discount rates idrs are employed in energy models to capture household investment decisions yet the factors behind the idr and their respective implications for policy making usually remain blurred and fractional the proposed comprehensive framework distinguishes three broad categories of factors underlying the idr for household adoption of energy efficient technologies eets preferences notably over time risk loss debt and the environment predictable ir rational behavior bounded rationality rational inattention behavioral biases and external barriers to energy efficiency existing empirical findings suggest that the factors underlying the idrs that differ across household characteristics and technologies should be accounted for in energy models furthermore the framework allows for a fresh look at the interplay of idrs and policies we argue that a simple observation of high idrs or observing correlations between idrs and socio economic characteristics does not provide guidance for policy making since the underlying sources cannot be identified instead we propose that some of the factors underlying the idr notably external barriers can be changed through directed policy interventions whereas other factors notably preferences and predictable ir rational behavior are innate and can only be taken into account through reactive policy interventions

learning by doing and learning from others human capital and technical change in agriculture household level panel data from a nationally representative sample of rural indian households describing the adoption and profitability of high yielding seed varieties hyvs associated with the green revolution are used to test the implications of a model incorporating learning by doing and learning spillovers the estimates indicate that i imperfect knowledge about the management of the new seeds was a significant barrier to adoption ii this barrier diminished as farmer experience with the new technologies increased iii own experience and neighbors experience with hyvs significantly increased hyv profitability and iv farmers do not fully incorporate the village returns to learning in making adoption decisions

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

is risk aversion really correlated with wealth how estimated probabilities introduce spurious correlation economists frequently focus on correlations between wealth and risk preferences but rarely observe the probabilities needed to test this relationship empirically these unobserved probabilities are typically estimated via profit or production functions conditioned on wealth correlates which may leave statistical fingerprints on subsequently estimated risk aversion coefficients and confound correlations between wealth and risk preferences using data from an experiment with observable probabilities we compare risk aversion coefficients based on true probabilities with those based on probabilities estimated using standard approaches and show how estimated probabilities can change risk aversion coefficients substantially and introduce spurious correlation between risk aversion and wealth

risk efficiency and the adoption of modern crop varieties evidence from the philippines efficiency among farmers of less developed countries has been the focus of numerous studies since t w schultz hypothesized that farmers in developing agricultures are poor but efficient 1 a growing body of literature supports schultz s argument that farmers in developing agricultures have low incomes not because they use their resources inefficiently but because they lack the technology and resources they need to realize higher productivity and thus higher incomes a high priority in agricultural development assistance since the 1960s has been the generation of technology that would enable farmers to increase their productivity much research has been devoted to the causes of low agricultural productivity and the longer term productivity gains that may be forthcoming from modern technology but less attention has been devoted to the process of technology adoption by low income farmers as noted in the recent survey of adoption of agricultural innovations by g feder r e just and d zilberman there have been efforts to model adoption in the context of risk but there is a dearth of empirical evidence on the ways that farmers respond over time as a new production technology is introduced in a risky environment 2 in this article we address the empirical analysis of technical efficiency as farmers adopt new production technology taking into account production risk and learning we utilize recently developed efficiency criteria applicable when production is risky and implement these criteria using an approximation to a representative farmer s decision model 3 pooled time series and cross sectional data collected by the international rice research institute are used to investigate the

risk aversion and expected utility theory a calibration theorem within the expected utility framework the only explanation for risk aversion is that the utility function for wealth is concave a person has lower marginal utility for additional wealth when she is wealthy than when she is poor this paper provides a theorem showing that expected utility theory is an utterly implausible explanation for appreciable risk aversion over modest stakes within expected utility theory for any concave utility function even very little risk aversion over modest stakes implies an absurd degree of risk aversion over large stakes illustrative calibrations are provided

econometric estimation of producers risk attitudes general methods are proposed for the identification and econometric estimation of the parameters of the distribution of risk attitudes in a producer population the proposed methods also provide the basis for the development of statistical tests of model specification and of behavioral hypotheses econometric risk attitude estimation is shown to be possible under less restrictive conditions than previously believed a moment based version of the general model is applied to indian data and the econometrically estimated risk attitudes are presented and compared to experimental results for a similar group of producers

wealth weather risk and the composition and profitability of agricultural investments despite the growing evidence that farmers in low income environments are risk averse there has been little empirical evidence on the importance of risk in shaping the actual allocation of production resources among farmers differentiated by wealth the authors use panel data on investments in rural india to examine how the composition of productive and nonproductive asset holdings varies across farmers with different levels of total wealth and across farmers facing different degrees of weather risk income variability is a prominent feature of the experience of rural agents in low income countries the authors report evidence based on measures of rainfall variability that the agricultural investment portfolio behavior of farmers in such settings reflects risk aversion due evidently to limitations on consumption soothing mechanisms such as crop insurance or credit markets the authors results suggest that uninsured weather risk is a significant cause of lower efficiency and lower average incomes a one standard deviation decrease in weather risk measured by the standard deviation of the timing of the rainy season would raise average profits by up to 35 percent among farmers in the lowest wealth quartile moreover rainfall variability induces a more unequal distribution of average incomes for a given distribution of wealth wealthier farmers are willing to absorb significant risk without giving up profits to reduce production risk smaller farmers have to invest their limited wealth in ways that reduce their exposure to risk at the cost of lower profit rates the authors found that at high levels of rainfall variability differences in rates of profit per unit of agricultural assets were similar across classes of wealth but over the sample range of rainfall variability these rates of profit were always higher for the poorer farmers than for the wealthier ones suggesting that the disadvantages of small farmers in risk diffusion are more than offset by their labor cost advantage

expo power utility a flexible form for absolute and relative risk aversion a new utility function which i call expo power is proposed that exhibits decreasing constant or increasing absolute risk aversion and decreasing or increasing relative risk aversion depending on parameter values numerical analysis suggests that the expo power function performs well in incorporating these risk preference structures and that arbitrary risk preference specifications may lead to biased risk response estimates

insurance credit and technology adoption field experimental evidence from malawi this brief summarizes the insurance credit and technology adoption field experimental evidence from malawi the farmers were offered loans for the november 2006 planting season does production risk suppress the demand for credit the author implemented a randomized field experiment to ask whether provision of insurance against a major source of production risk induces farmers to take out loans to adopt a new crop technology the study sample was composed of roughly 800 maize and groundnut farmers in malawi where by far the dominant source of production risk is the level of rainfall the author randomly selected half of the farmers to be offered credit to purchase high yielding hybrid maize and groundnut seeds for planting in the november 2006 crop season the other half of farmers were offered a similar credit package but were also required to purchase at actuarially fair rates a weather insurance policy that partially or fully forgave the loan in the event of poor rainfall surprisingly take up was lower by 13 percentage points among farmers offered insurance with the loan take up was 33 0 percent for farmers who were offered the uninsured loan there is suggestive evidence that reduced take up of the insured loan was due to farmers already having implicit insurance from the limited liability clause in the loan contract insured loan take up was positively correlated with farmer education income and wealth which may proxy for the individual s default costs by contrast take up of the uninsured loan was uncorrelated with these farmer characteristics

depressed demand for crop insurance contracts and a rationale based on third generation prospect theory when actuarially fair insurance for a major risk is available then standard economic theory posits that those subject to the risk should insure in agriculture it is common for producers to decline contract offers where presubsidy premiums just cover average losses and subsidies are substantial this paper seeks to shed light on why demand is curtailed in a mail survey of u s corn and soybean producers we solicited willingness to pay wtp for actuarially fair insurance at different coverage levels we find demand to be so low that median wtp is no larger than fair premium when adjusted down by current subsidy rates which pay for one half or more of most premium charges wtp as a share of the fair rate is especially low when risk of loss is high there is limited evidence that respondents appreciate the convex relationship between coverage level and expected indemnity payoff third generation prospect theory is shown to be consistent with observed findings in particular a strong distaste for paying premium can be rationalized by loss aversion furthermore when high revenue outcomes are more likely than not that is negative skewness then higher loss aversion greater decision weight distortions and greater risk aversion will decrease wtp

impact of bt cotton in china abstract a sample of 283 cotton farmers in northern china was surveyed in december 1999 farmers that used cotton engineered to produce the bacillus thuringiensis bt toxin substantially reduced the use of pesticide without reducing the output ha or quality of cotton this resulted in substantial economic benefits for small farmers consumers did not benefit directly farmers obtained the major share of benefits and because of weak intellectual property rights very little went back to government research institutes or foreign firms that developed these varieties farmers using bt cotton reported fewer pesticide poisonings than those using conventional cotton

how high are rates of return to fertilizer evidence from field experiments in kenya the idea that peasant farmers are rational profit maximizers has been a staple of development economics since theodore schultz 1964 it has also been influential in shaping policy for example agricultural experts have stressed the importance of fertilizer use in raising agricultural yields pointing to impressive results on experimental farms and to huge differences in agricultural productivity across countries with different levels of fertilizer use robert evenson and douglas gollin 2003 historically many countries subsidized fertilizer in response but economists have been skeptical of claims that farmers are leaving money on the table noting that fertilizer may not have the same returns on real world farms as on experimental farms that returns to fertilizer may be low for many farmers even if they are high on average tavneet suri 2007 that fertilizer may require complementary inputs or may be risky many countries have withdrawn or scaled back fertilizer psychology and development theory and experimental evidence

value chain clusters and aquaculture innovation in bangladesh abstract farmers adopting and implementing innovations such as new technologies and new products often require collaborative inter segment innovation by other actors in other segments of the value chain such as wholesalers implementing new product innovations such as supply of commercial fish feed and chemicals and buying and marketing non traditional fish species we tested whether the clustering and thus economies of agglomeration with implied lower transaction costs encourage and facilitate farmers to innovate that potential determinant of farmer choices has not been studied in agriculture or aquaculture or indeed the food sector we use a unique data set from our own primary survey of the aquaculture value chain in bangladesh including micro data for 1500 fish farm households and 20 districts 77 villages for meso level data we calculate an index to include both horizontal agglomeration and vertical interconnections among actors in the value chain we find being in an area with a high clustering index is associated with a higher probability of farmers using more modern inputs and growing non traditional commodity fish species controlling for farmers other characteristics as well as proximity to cities

exploring higher order risk effects higher order risk effects play an important role in examining economic behavior under uncertainty a precautionary demand for saving has been linked to the property of prudence and the property of temperance has been used to show how the presence of an unavoidable risk affects one s behavior towards a second risk these two properties also play key roles in aversion to negative skewness and to kurtosis respectively both properties recently have been characterized by preferences over lottery pairs in simple 50 50 gambles the simplicity of this characterization is ideal for experimental investigation this article reports the results of such experiments and concludes that there is behavioral evidence for prudence but not for temperance implications of these results for both expected utility and non expected utility models are examined

risk aversion and incentive effects comment charles a holt and susan k laury 2002 develop an experimental design to determine the risk attitude of an individual they use their observations to argue that increased incentives appear to change risk attitudes leading to greater risk aversion popular utility functions that do not allow for such effects are therefore misspecified building on this finding they estimate a flexible utility function that characterizes their aggregate data well but that does not assume constant absolute or relative risk aversion the basic holt and laury 2002 hl design should become an important tool for the interpretation and design of experiments in which risk attitudes could play a role however their most important result showing the effect of scaling up the stakes of the lottery choice task is confounded by a possible order effect an order effect occurs when prior experience with one task affects behavior in a subsequent task the primary methodological contribution of experiments in economics is to enhance control ideally such control makes the explanatory variables of interest in this case scale orthogonal to other explanatory variables such as order allowing clearer inferences about behavior than one could get from field econometric data we argue that not controlling for order effects results in a misspecification of utility functions that is as important as that of scale the subjects in the hl design were given sequences of three or four tasks as shown in table 1 task 1 involved choices over lotteries with a baseline level of prizes which we will refer to as the 1 scale task 2 involved hypothetical choices over prizes with a scaled up level of prizes either 20 50 or 90 task 3 repeated task 2 but with choices that involved real payoffs task 4 was a return to the baseline task with real 1 prizes in some sessions subjects were not given task 2 or task 3 what could one infer from the comparison of measured risk attitudes in the 1 and 20 tasks in hl unfortunately any observed difference could be due either to the scale of the prizes involved or the task order or some combination of both thus the effect of scale is intrinsically confounded with the possible effect of task order this is a logical flaw in their design which

forced displacement and technology adoption an empirical analysis based on agricultural households in bosnia and herzegovina we use the bosnian living standards measurement study lsms survey to show that conflict induced displacement of agricultural households dramatically affects the adoption of new technologies in agriculture we exploit the heterogeneity in the level of violence in the pre war location to account for selection bias this natural experiment seems to be a source of exogenous variation in our case because violence aims at ethnic cleansing without economic consideration we find that the displaced are less likely than stayers to adopt fertiliser and pesticide

time to change what to sow risk preferences and technology adoption decisions of cotton farmers in china this paper examines the role of individual risk attitudes in the decision to adopt a new form of agricultural biotechnology in china i conducted a survey and a field experiment to elicit the risk preferences of chinese farmers who faced the decision of whether to adopt genetically modified bt cotton a decade ago in my analysis i expand the measurement of risk preferences beyond expected utility theory to incorporate prospect theory i find that farmers who are more risk averse or more loss averse adopt bt cotton later farmers who overweight small probabilities adopt bt cotton earlier

heterogeneous demand for drought tolerant rice evidence from bihar india summary efforts to develop rice cultivars with drought tolerance dt traits have resulted in several varieties that demonstrate significant resilience to drought stresses we employ discrete choice experiments to examine farmers preferences for dt traits and explore heterogeneity in these preferences using primary data from bihar india results suggest that farmers value reductions in yield variability offered by dt paddy but are willing to pay even more for seeds that offer yield advantages under normal conditions we demonstrate that risk aversion and loss aversion not only significantly influence choice probabilities but also affect the way farmers value different seed attributes

an empirical analysis of risk aversion and income growth risk aversion enters many theoretical models of human capital investment but attitudes toward risk have not been incorporated in empirical models of human capital investment this article develops a model of the joint investment in financial wealth and human wealth to show that human capital investment is an inverse function of the degree of relative risk aversion using data from the survey of consumer finances i find that wage growth is positively correlated with preferences for risk taking more educated individuals are also more likely to be risk takers thus risk taking explains a portion of the returns to education

migration remittances and agricultural productivity in china in our paper we have used the new economics of labor migration framework to trace the complex linkages that exist among migration remittances and agricultural productivity in china constraints in the operation of on farm labor and capital or insurance markets or institutions provide households with a motivation to migrate and distort on farm operations when labor leaves in our household sample the net impact of migration and remittances on maize production is negative excerpt

the role of education in facilitating risk taking and innovation in agriculture the impact of education on farmers attitudes toward endogenous risk measured using an attitude survey instrument is estimated with household data from rural ethiopia education of the household head is found to decrease risk aversion next the effects of education and risk attitudes on technology adoption are estimated schooling encourages farmers to adopt innovations whereas risk aversion reduces the probability of adoption thus we find that schooling encourages innovation a potentially risky undertaking not only directly but also indirectly through its effect upon attitudes toward risk to the extent that educated farmers are early innovators and are copied by those with less schooling as other research on the same data has shown the reduction of riskaversion not only has private benefits for those with education but also may have externality benefits

education and off farm work an investigation is presented of the determinants of educational selectivity in a framework that emphasizes the coordination of household members sectoral time allocation is based on members comparative advantage which in turn depends on the utilization and returns to schooling in the farm and nonfarm sectors central to the model is a knowledge spillover hypothesis that workers who participate in off farm work may still contribute knowledge to farm management estimation of the model is based on cross sectional chinese farm household data collected in 1990 from 204 households in sichuan province it is concluded that schooling does not enhance labour productivity when carrying out routine tasks that the contribution to farm efficiency by the most educated members is not affected by their non farm participation and that schooling increases labour market wage rates these empirical results give comparative advantage for the better educated farmers to work off the farm

tying odysseus to the mast evidence from a commitment savings product in the philippines we designed a commitment savings product for a philippine bank and implemented it using a randomized control methodology the savings product was intended for individuals who want to commit now to restrict access to their savings and who were sophisticated enough to engage in such a mechanism we conducted a baseline survey on 1777 existing or former clients of a bank one month later we offered the commitment product to a randomly chosen subset of 710 clients 202 28 4 percent accepted the offer and opened the account in the baseline survey we asked hypothetical time discounting questions women who exhibited a lower discount rate for future relative to current trade offs and hence potentially have a preference for commitment were indeed significantly more likely to open the commitment savings account after twelve months average savings balances increased by 81 percentage points for those clients assigned to the treatment group relative to those assigned to the control group we conclude that the savings response represents a lasting change in savings and not merely a short term response to a new product

a definition of uncertainty aversion a definition of uncertainty or ambiguity aversion is proposed it is argued that the definition is well suited to modelling within the savage as opposed to anscombe and aumann domain of acts the defined property of uncertainty aversion has intuitive empirical content behaves well in specific models of preference multiple priors and choquet expected utility and is tractable tractability is established through use of a novel notion of differentiability for utility functions called eventwise differentiability

reclaim proof allocation of indivisible objects abstract we study desirability axioms imposed on allocations in indivisible object allocation problems the existing axioms in the literature are various conditions of robustness to blocking coalitions with respect to agents ex ante individual rationality and group rationality and ex post pareto efficiency endowments we introduce a stringent axiom that encompasses and strengthens the existing ones an allocation is reclaim proof if it is robust to blocking coalitions with respect to any conceivable interim endowments of agents this is an appealing property in dynamic settings where the assignments prescribed by an allocation to be implemented need to be made in multiple rounds rather than all in one shot we show that an allocation is reclaim proof if and only if it is induced by a yrmh igyt mechanism introduced by abdulkadiroglu and sonmez 1999 and if and only if it is a competitive allocation

labor supply of new york city cabdrivers one day at a time life cycle models of labor supply predict a positive relationship between hours supplied and transitory changes in wages because such changes have virtually no effect on life cycle wealth previous attempts to test this hypothesis empirically with time series data have not been supportive estimated elasticities are typically negative or nonsignificant such analyses however are vulnerable to measurement error and other estimation problems we use data on daily observations of wages and hours for new york city cab drivers to estimate the supply response to transitory fluctuations in wages cab drivers decide daily how many hours to supply and face wages that are positively correlated within days but largely uncorrelated between days using these data our central finding is that wage elasticities are persistently negative from 5 to 1 in three different samples even after correcting for measurement error using instrumental variables these negative wage elasticities challenge the notion that cab drivers trade off labor and leisure at different points in time and question the empirical adequacy of life cycle formulations of labor supply

producer decision making under uncertainty role of past experiences and question framing limited research examines the role of reference points or how uncertain outcomes are processed in producer decisions this study employs a survey containing a split sample choice experiment varying how uncertain outcomes are portrayed and assesses multiple candidate reference points results suggest that u s cattle producers use the best outcome experienced as reference points in their decisions and the method by which uncertain outcomes are presented impacts loss aversion marginal willingness to pay and market participation estimates this illustrates how research employing split samples multiple reference points and alternative methods of portraying uncertain outcomes may better identify producer decision making

on the mis use of wealth as a proxy for risk aversion tests of risk sharing in the contracting literature often rely on wealth as a proxy for risk aversion the intuition behind these tests is that since contract choice is monotonic in the coefficients of risk aversion which are themselves assumed monotonic in wealth the effect of a change in wealth on contract choice is clearly identified we show that tests of risk sharing relying on wealth as a proxy for risk aversion are identified only insofar as the econometrician is willing to assume that a the principal is risk neutral or her preferences exhibit constant absolute risk aversion cara and b the agent is risk neutral

insecure land rights and share tenancy evidence from madagascar most studies of tenurial insecurity focus on its effects on investment this paper studies the hitherto unexplored relationship between tenurial insecurity and land tenancy contracts based on distinct features of formal law and customary rights in madagascar this paper augments the canonical model of sharecropping by making the strength of the landlord s property right increasing in the amount of risk she bears within the contract using data on landlords subjective perceptions in rural madagascar empirical tests support the hypothesis that insecure property rights drive contract choice but offer little support in favor of the canonical risk sharing hypothesis

better technology better plots or better farmers identifying changes in productivity and risk among malagasy rice farmers we introduce a method for properly attributing observed productivity and risk changes among new production methods farmers and plots by controlling for farmer and plot heterogeneity results from madagascar show that the new system of rice intensification sri is indeed a superior technology although about half of the observed productivity gains appear due to farmer characteristics rather than sri itself the technology generates the estimated average output gains of more than 84 the increased estimated yield risk associated with sri would nonetheless make it unattractive to many farmers within the standard range of relative risk aversion