cash transfers and management advice for agriculture evidence from senegal this study analyzes impacts of large one time cash transfers and farm management plans among farmers in senegal farmers were randomized into groups receiving advisory visits the visits and an in

cash transfer programs with income multipliers procampo in mexico abstract cash transfer programs create multiplier effects when recipients put the money they receive to work to generate further incomes when this is the case the ultimate income effects are multiples of the amounts transferred we analyze the procampo program in mexico that was introduced to compensate farmers for the anticipated negative effect of nafta on the prices of basic crops the transfer rules and the timing of the panel data collected allow unique control of biases in this impact analysis we find that the multiplier among ejido sector recipients is in the range 1 5 2 6 multipliers are higher for households with medium and large farms low numbers of adults in the household nonindigenous backgrounds and located in the center and gulf regions high multipliers reflect income opportunities that had remained unrealized due to liquidity constraints that are relaxed by the transfers opportunities come from the asset endowments that these households received through the land reform particularly irrigated land and they are enhanced by access to technical assistance

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

developing a stress testing framework based on market risk models the basel 2 accord requires regulatory capital to cover stress tests yet no coherent and objective framework for stress testing portfolios exists we propose a new methodology for stress testing in the context of market risk models that can incorporate both volatility clustering and heavy tails empirical results compare the performance of eight risk models with four possible conditional and unconditional return distributions over different rolling estimation periods when applied to major currency pairs using daily data spanning more than 20 years we find that stress test results should have little impact on current levels of foreign exchange regulatory capital

credit market constraints consumption smoothing and the accumulation of durable production assets in low income countries investments in bullocks in india in this paper we formulate and estimate a finite horizon structural dynamic model of agricultural investment behavior that incorporates the major features of low income agricultural environments income uncertainty constraints on borrowing and rental markets and the use of investment assets to generate income and smooth consumption the model is fit to longitudinal indian household data on farm profits bullock stocks and pump sets the estimated structural parameters are used to assess the effects on the life cycle accumulation of bullocks agricultural profits and welfare associated with complete markets and bullock liquidity and with second best policies that provide assured sources of income to farmers and weather insurance

the livelihood impacts of cash transfers in sub saharan africa beneficiary perspectives from six countries summary cash transfers cts are a social protection mechanism to reduce the poorest households vulnerability to shocks and build human capital by smoothing consumption and sustaining expenditure on education and social welfare our study examines whether and how cts go beyond welfare objectives to promote livelihoods presenting a cross case analysis using original qualitative data on beneficiary perspectives from six african countries kenya ethiopia malawi lesotho zimbabwe and ghana we explore ct livelihood impacts within household economies and social networks paying attention to gender issues we find that a small but predictable flow of cash improves strategic livelihood choices and stimulates productive investments including through positive effects on beneficiary entry into risk sharing arrangements and networks for economic collaboration levels of household vulnerability and labor constraint nevertheless significantly mediate the ability of cts to consolidate livelihood outcomes the varying availability of economic opportunities plus effective program implementation also shape livelihood impact incorporating beneficiary perspectives brings to the fore the multi dimensionality of ct effects on experiences of poverty and deprivation including gender dynamics and intangibles such as dignity and respect they add powerful realism to the influence of the ct on both immediate survival and livelihood choices beyond this they confirm wider knowledge on productive impact and bring nuance to the conditions under which and mechanisms by which beneficiaries use cts to build productive capability and assets and to make strategic livelihood choices

technology adoption under seed access constraints and the economic impacts of improved pigeonpea varieties in tanzania dry land legumes well adapted to drought prone areas have largely been neglected in the past despite the good opportunities they offer for income growth and food and nutritional security for the poor this study evaluated the adoption and impact of two farmer and market preferred and disease resistant pigeonpea varieties that were developed and promoted in semi arid tanzania the new varieties were resistant to fusarium wilt a fungal disease devastating the crop however farmers wanting to adopt new varieties did not adopt due to seed access constraints and under developed seed delivery systems adoption of new varieties is therefore analyzed using an augmented double hurdle model that allows estimating variety adoption conditional on seed access thresholds accounting for the additional information on sample separation the study identifies the crucial role of seed access local supply extension education participatory decision making capital and household assets in determining adoption the social economic benefits of the technology and policies for improved seed access were further analyzed using the extended economic surplus method dream model even under restrictive assumptions overall discounted benefits were found to be quite attractive indicating the need for additional efforts to scale up the success story analysis of changes in research benefits from relaxing the seed access constraint showed that net gains would increase by up to 30 if farmer access to improved seeds can be assured smallholder farmers are the major beneficiaries along with consumers and rural net buyers who gain from productivity induced lower market prices

the short term impact of unconditional cash transfers to the poor experimental evidence from kenya we use a randomized controlled trial to study the response of poor households in rural kenya to unconditional cash transfers from the ngo givedirectly the transfers differ from other programs in that they are explicitly unconditional large and concentrated in time we randomized at both the village and household levels furthermore within the treatment group we randomized recipient gender wife versus husband transfer timing lump sum transfer versus monthly installments and transfer magnitude us 404 ppp versus us 1 525 ppp we find a strong consumption response to transfers with an increase in household monthly consumption from 158 ppp to 193 ppp nine months after the transfer began transfer recipients experience large increases in psychological well being we find no overall effect on levels of the stress hormone cortisol although there are differences across some subgroups monthly transfers are more likely than lump sum transfers to improve food security whereas lump sum transfers are more likely to be spent on durables suggesting that households face savings and credit constraints together these results suggest that unconditional cash transfers have significant impacts on economic outcomes and psychological well being

dynamic global linkages of the brics stock markets with the united states and europe under external crisis shocks implications for portfolio risk forecasting crisis shocks often lead to changes in the interdependence across stock markets and thus risk assessment and management this paper investigates the extent to which the global financial crisis of 2008 2009 which was triggered by the us subprime crisis in 2007 and the european debt crisis started at the end of 2009 affect the interdependence of the leading emerging markets of the brics countries with those of the united states and europe our empirical analysis makes use of the fiaparch model combined with the dynamic equicorrelation deco fiaparch which allows for the estimation of market linkage for a large group of countries as a whole while controlling for asymmetric volatility and long memory the results reveal the presence of important changes in the time varying linkages of the brics stock markets with the us and european ones in particular the average linkages have significantly been higher between 2007 and the first half of 2012 than the remaining part of the sample and there is also evidence of structural change around the lehman brothers collapse we also show the effects of these stylized facts on portfolio risk assessment and forecasting

rolling sampled parameters of arch and levy stable models in this paper an asymmetric autoregressive conditional heteroskedasticity arch model and a levy stable distribution are applied to some well known financial indices dax30 ftse20 ftse100 and sp500 using a rolling sample of constant size in order to investigate whether the values of the estimated parameters of the models change over time although there are changes in the estimated parameters reflecting that structural properties and trading behaviour alter over time the arch model adequately forecasts the one day ahead volatility a simulation study is run to investigate whether the time variant attitude holds in the case of a generated arch data process revealing that even in that case the rolling sampled parameters are time varying

integrator contracts with many agents and bankruptcy this article analyzes optimal livestock production contracts between an integrator company and many independent growers in three similar industries broiler turkey and swine the analysis provides an explanation for the simultaneous existence of distinct incentive schemes in these industries by examining the effects of bankruptcy the key factors are shown to be the output price volatility and the firm size with large companies dominating the broiler industry a small price volatility facilitates the use of two part piece rate tournaments by contrast given the prevalence of smaller companies in the swine industry a larger price volatility generates a bankruptcy risk which renders the use of tournaments infeasible given the combination of medium size companies in the turkey industry an intermediate price volatility produces a mixed result where tournaments and fixed performance standards exist simultaneously

cross commodity news transmission and volatility spillovers in the german energy markets this study investigates volatility spillovers to electric power from large exogenous shocks in the prices of gas coal and carbon emission allowances in the german energy market our sample ranges from 2008 to 2016 and covers periods of different market conditions we use a general var bekk model and the volatility impulse response function methodology to analyze and evaluate the spillover effects special attention is paid to selecting an appropriate econometric volatility model our results show that the spillover effects often are of a significant magnitude and display considerable variation over time and across commodities coal and gas generate non negligible spillovers during almost the entire sample period carbon has very little impact during the early and late parts of the sample but generates significant and highly variable spillovers during the period from 2011 to the end of 2014

natural resource management and household well being the case of posaf ii in nicaragua summary measuring the impact of natural resource programs is a key element in the formulation and implementation of policies designed to promote farm income while enhancing the quality of the surrounding environment in this paper we analyze the economic impact of natural resource technologies delivered by the socio environmental and forestry development program ii posaf ii in nicaragua we use cross sectional data for 1 483 households from 212 treated and control communities results obtained from propensity score matching psm ordinary least squares ols weighted least squares regression wls based on psm and instrumental variables iv regression indicate that posaf ii has had a positive impact on the total value of agricultural production of beneficiary farmers an internal rate of return analysis supports the hypothesis that increasing household income while encouraging the sustainable use of natural resources through the implementation of suitable management programs can be complementary development objectives

the optimal value at risk hedging strategy under bivariate regime switching arch framework unlike the majority of other hedging literatures in which variance is taken as the risk indicator this article uses the value at risk var as the risk management tool of the hedged portfolio this article adopts a bivariate markov regime switching autoregressive conditional heteroscedastic swarch model to formulate the optimal var hedging strategy and then compares it with the other dynamic futures hedging strategies mentioned in the literature in hedging performance using taiwan stock exchange capitalization weighted stock index taiex futures data the in sample and out of sample results shows that when var is used as the criterion to measure the futures hedging effectiveness the performance of the dynamic hedging strategy is superior to that of the static hedging strategy and the performance of the optimal var hedging strategy is better than that of the minimum variance and mean variance hedging strategies besides from the standpoint that the volatility of hedge ratio and hedged portfolio var

breaking the bank a probabilistic assessment of euro area bank profitability this paper explores the determinants of profitability across large euro area banks using an approach based on conditional profitability distributions the most reliable determinants of bank profitability are real gdp growth and the nonperforming loan npl ratio the estimated conditional distributions reveal that while higher growth would raise profits on average a large swath of banks would most likely continue to struggle even amid a strong economic recovery therefore for some banks a determined reduction in npls combined with cost efficiency improvements and customized changes to their business models appears to be the most promising strategy for durably raising profitability

george stigler s contribution to the economic analysis of regulation george stigler changed the way economists analyze government regulation this enormous legacy is essentially embodied in two articles his 1962 analysis of electricity rates with claire friedland and his 1971 theoretical piece there were to be sure precursors and successors in his own work but none of them so profoundly affected the course of intellectual inquiry as these two the importance of both articles rests more i believe with the questions each posed than with the answers even by the standards of the day neither piece evinced the sort of technical sophistication that the profession has come to admire neither produced conclusions that were impervious to all serious subsequent challenges but both produced insights that have altered the course of research in the area to this day to understand stigler s contribution it is best to proceed chronologically and to begin with the state of the field around 1962 there is room here only for caricature rather than extensive survey however i think it is fair to say that the field derived its main energy from the normative economics of marginal cost pricing the proper role of government was to correct the private market failures that prevented attainment of marginal cost pricing applied economic analysis of regulation was then largely descriptive and its main tendency was to show how the regulatory institutions constrained departures from marginal cost pricing monopoly was viewed as the main barrier to marginal cost pricing and the natural monopoly occupied center stage in the economics of regulation the prime examples of natural monopoly were sup1 man made monopolies were the main subject matter of industrial organization stigler s profound influence on this field is summarized by harold demsetz s article in this issue

cash transfer programme productive activities and labour supply evidence from a randomised experiment in kenya this paper reports analysis of the impact of kenya s cash transfer for orphans and vulnerable children programme on the household decisions on productive activities using data from a randomized experimental design results show that the programme had a positive and significant impact on food consumption coming from home production accumulation of productive assets especially on the ownership of small livestock and on formation of nonfarm enterprise especially for females the programme has provided more flexibility to families in terms of labour allocation decisions particularly for those who are geographically isolated the programme was also found to have reduced child labour an important objective of the programme however we find very little impact of the programme on direct indicators of crop production

cash transfer programs and agricultural production the case of malawi cash transfer programs are increasingly utilized to combat poverty and hunger while building the human capital of future generations however they have been faulted by some for failing to build the productive capacity of current generations this article analyzes the impact of the malawi social cash transfer scheme on agricultural production the results show strong increases in ownership of productive agricultural assets in time devoted to household farms and in food types consumed from own production coupled with a sharp decrease in ganyu labor which is often used as a coping mechanism once food stores have been depleted these results are most likely achieved by helping farmers overcome credit and liquidity constraints this research shows that cash transfer programs can help the capacity of extremely poor farm households to expand agriculture production even if the goal of the program is focusing on other dimensions of poverty

decentralizing antipoverty program delivery in developing countries we study the effects on accountability in government service delivery of decentralizing administration of an antipoverty program while governments at both central and local levels are vulnerable to antipoor policy biases owing to political capture centralized delivery systems are additionally prone to bureaucratic corruption owing to problems in monitoring bureaucratic performance decentralizing the delivery system promotes cost effectiveness and improves intraregional targeting at low program scales but interregional targeting may deteriorate as central grants to high poverty regions shrink owing to high capture of local governments by local elites in such regions

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

measuring agricultural knowledge and adoption understanding the trade offs in improving the precision of agricultural measures through survey design is crucial yet standard indicators used to determine program effectiveness may be flawed and at a differential rate for men and women the authors use a household survey from mozambique to estimate the measurement error from male and female self reports of their adoption and knowledge of three practices intercropping mulching and strip tillage despite clear differences in human and physical capital there are no obvious differences in the knowledge adoption and error in self reporting between men and women having received training unanimously lowers knowledge misreports and increases adoption misreports other determinants of reporting error differ by gender misreporting is positively associated with a greater number of plots for men recall decay on measures of knowledge appears prominent among men but not women findings from regression and cost effectiveness analyses always favor the collection of objective measures of knowledge given the lowest rate of accuracy for adoption was around 80 percent costlier objective adoption measures are recommended for a subsample in regions with heterogeneous farm sizes

causal pathways of the productive impacts of cash transfers experimental evidence from lesotho abstract this paper has the double aim to study whether unconditional cash transfers have an impact on farm production and to look into the causal mechanisms through which government transfers produce productive impacts we use mediation analysis to identify the total effect of transfers on farm production and to isolate the influence of the labour channel from other transmission channels in particular we analyze whether changes in farm production are caused by transfer induced changes in the use of farm labour either by reallocating family labour between off and on farm work or by changes in the demand for hired labour or if other transmission channels are at work we find that cash transfers have a sizable impact on farm production but they do not lead to increased use of family or hired labour on the farm which implies that the productive impacts of cash transfers flow through other channels different from the labour one

value at risk estimation of energy commodities a long memory garch evt approach abstract in this paper we evaluate value at risk var and expected shortfall es for crude oil and gasoline market we adopt three long memory models including figarch hygarch and fiaparch to forecast energy commodity volatility by capturing some volatility stylized fact such as long range memory heteroscedasticity asymmetry and fat tails then we consider extreme value theory which concentrates on the tail distribution rather than the entire distribution evt is considered as a potential framework for the separate treatment of tails of distributions which allows for asymmetry our results show that the fiaparch model with extreme value theory performs better in predicting the one day ahead var using the fitted long memory garch model and a simulation approach to estimate var for horizons over than one day backtesting results show that our approach still performs for lower estimation frequencies overall our findings confirm that taking into account long range memory asymmetry and fat tails in the behavior of energy commodity prices returns combined with filtering process such as evt are important in improving risk management assessments and hedging strategies in the high volatile energy market

value at risk estimation by threshold stochastic volatility model this article proposes a threshold stochastic volatility model that generates volatility forecasts specifically designed for value at risk var estimation the method incorporates extreme downside shocks by modelling left tail returns separately from other returns left tail returns are generated with a t distributional process based on the historically observed conditional excess kurtosis this specification allows var estimates to be generated with extreme downside impacts yet remains empirically widely applicable this article applies the model to daily returns of seven major stock indices over a 22 year period and compares its forecasts to those of several other forecasting methods based on back testing outcomes and likelihood ratio tests the new model provides reliable estimates and outperforms others

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

cash transfers enable households to cope with agricultural production and price shocks evidence from zambia abstractclimate change is projected to dramatically disrupt rainfall patterns and agricultural yields in sub saharan africa these shocks to food production can mire farming households in poverty t

gender and agricultural productivity implications of the farm input subsidy program in malawi alleviating gender differences in agricultural productivity is vital for poverty reduction while numerous studies suggest that gender differences in agricultural productivity are a result of female farmers having limited access to resources few studies investigate the role of agricultural interventions in alleviating the constraints to input use and subsequently the gender gap in productivity this study investigates whether there are gendered gains in agricultural productivity from participating in an input subsidy program and if these gains help reduce the gender gap using nationally representative data that is disaggregated at the plot level this study analyzes the large scale voucher based farm input subsidy program in malawi focusing on the total value of output per hectare relationships are identified using weighted estimators where the weights are constructed from propensity scores and spatial fixed effects to address the unobservable factors that may confound the relationship between program participation and productivity the findings suggest that participation in the program improves agricultural productivity for both male and female farmers but it does not provide disproportionate help to female famers to overcome gender disparities in agricultural productivity this suggests that female farmers face additional constraints to productivity apart from nonlabor input use

oligopsony power asset specificity and hold up evidence from the broiler industry in this article we look for empirical evidence of hold up in broiler industry production contracts by using the cross sectional national survey of broiler growers first we focus on the problem of under investment and hypothesize that the degree of agent s grower s under investment systematically depends on the principal s integrator s market power and the level of asset specificity second we provide an indirect test of hold up by looking at the grower contract payoffs as a function of the frequency of the housing facilities upgrade requests and the principal s market power the results show moderate empirical support for the presence of hold up

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

toward a green revolution in africa what would it achieve and what would it require the current global food crisis has reemphasized the costliness of africa s failure to achieve food security and poverty reduction the instrument by which other more successful developing countries achieved these outcomes was a green revolution in agriculture while previous research has provided largely discursive appraisals of the viability of an african green revolution this article adopts a more rigorous methodology to address that question first an economy wide multimarket model augmented with existing poverty growth elasticities is developed to assess the likely impacts of a rapid acceleration in food production of the kind witnessed in previous green revolutions on food prices consumption and demand farmer revenue and poverty our results suggest that a rapid growth in staple production together with more integrated regional markets would reduce food prices by roughly 20 40 for consumers and 10 20 for producers among the major crops this translates into a large rise in farm revenues annual agricultural growth rates of 6 5 or higher broader income growth and food security and over 70 million africans being lifted out of poverty the article concludes by emphasizing the kinds of fundamental policy actions and resources that would be required for achieving these outcomes

beyond baseline and follow up the case for more t in experiments the vast majority of randomized experiments in economics rely on a single baseline and single follow up survey if multiple follow ups are conducted the reason is typically to examine the trajectory of impact effects so that in effect only one follow up round is being used to estimate each treatment effect of interest while such a design is suitable for study of highly autocorrelated and relatively precisely measured outcomes in the health and education domains this paper makes the case that it is unlikely to be optimal for measuring noisy and relatively less autocorrelated outcomes such as business profits household incomes and expenditures and episodic health outcomes taking multiple measurements of such outcomes at relatively short intervals allows the researcher to average out noise increasing power when the outcomes have low autocorrelation it can make sense to do no baseline at all moreover the author shows how for such outcomes more power can be achieved with multiple follow ups than allocating the same total sample size over a single follow up and baseline the analysis highlights the large gains in power from ancova rather than difference in differences when autocorrelations are low and a baseline is taken the paper discusses the issues involved in multiple measurements and makes recommendations for the design of experiments and related non experimental impact evaluations

value at risk for long and short trading positions in this paper we model value at risk var for daily stock index returns using a collection of parametric models of the arch family based on the skewed student distribution we show that models that rely on a symmetric density distribution for the error term underperform with respect to skewed density models when the left and right tails of the distribution of returns must be modelled thus var for traders having both long and short positions is not adequately modelled using usual normal or student distributions we suggest using an aparch model based on the skewed student distribution to fully take into account the fat left and right tails of the returns distribution this allows for an adequate modelling of large returns defined on long and short trading positions the performances of all models are assessed on daily data for the cac40 dax nasdaq nikkei and smi stock indexes we also compute the expected short fall and the average multiple of tail event to risk measure for the new model

arch models properties estimation and testing abstract the aim of this survey paper is to provide an account of some of the important developments in the autoregressive conditional heteroskedasticity arch model since its inception in a seminal paper by engle 1982 this model takes account of many observed properties of asset prices and therefore various interpretations can be attributed to it we start with the basic arch models and discuss their different interpretations arch models have been generalized in different directions to accommodate more and more features of the real world we provide a comprehensive treatment of many of the extensions of the original arch model next we discuss estimation and testing for arch models and note that these models lead to some interesting and unique problems there have been numerous applications and we mention some of these as we present different models the paper includes a glossary of the acronyms for the models we describe

seeing is believing evidence from an extension network experiment extension is designed to enable lab to farm technology diffusion decentralized models assume that information flows from researchers to extension workers and from extension agents to contact farmers cfs cfs should then train other farmers in their communities such a modality may fail to address informational inefficiencies and accountability issues the authors run a field experiment to measure the impact of augmenting the cf model with a direct cf training on the diffusion of a new technology all villages have cfs and access the same extension network in treatment villages cfs additionally receive a three day central training on the new technology they track information transmission through two nodes of the extension network from extension agents to cfs and from cfs to other farmers directly training cfs leads to a large statistically significant increase in adoption among cfs however higher levels of cf adoption have limited impact on the behavior of other farmers

returns to capital in microenterprises evidence from a field experiment small and informal firms account for a large share of employment in developing countries the rapid expansion of microfinance services is based on the belief that these firms have productive investment opportunities and can enjoy high returns to capital if given the opportunity however measuring the return to capital is complicated by unobserved factors such as entrepreneurial ability and demand shocks which are likely to be correlated with capital stock the authors use a randomized experiment to overcome this problem and to measure the return to capital for the average microenterprise in their sample regardless of whether they apply for credit they accomplish this by providing cash and equipment grants to small firms in sri lanka and measuring the increase in profits arising from this exogenous positive shock to capital stock after controlling for possible spillover effects the authors find the average real return to capital to be 5 7 percent a month substantially higher than the market interest rate they then examine the heterogeneity of treatment effects to explore whether missing credit markets or missing insurance markets are the most likely cause of the high returns returns are found to vary with entrepreneurial ability and with measures of other sources of cash within the household but not to vary with risk aversion or uncertainty

decent rural employment and farm production efficiency empirical evidence from tanzania and ethiopia promoting decent rural employment by creating new jobs in rural areas and upgrading the existing ones could be one of the most efficient pathways to reduce rural poverty this article systematically investigates the impact of decent rural employment on agricultural production efficiency in ethiopia and tanzania the analysis applies an output oriented distance function approach with an estimation procedure that accounts for different technological demographic socioeconomic institutional and decent rural employment indicators data of the 2011 round of living standards measurement study integrated surveys on agriculture for the two countries are used and a set of indicators is derived to proxy core dimensions of decent rural employment the findings of our analysis show that decent rural employment contributes to agricultural production efficiency

the relationship between credit and productivity in chinese agriculture a microeconomic model of disequilibrium credit is an important element in agricultural production systems it allows producers to satisfy the cash needs induced by the production cycle which characterizes agriculture preparation planting cultivation and harvesting of the crops are typically done over a period of several months in which very little cash revenue is earned while expenditures on materials purchased inputs and consumption must be made in cash cash income is received a short time after the harvest in the absence of credit markets farmers would have to maintain cash reserves so as to facilitate production and consumption in the next cycle the availability of credit allows both greater consumption and greater purchased input use and thus increases welfare of the farmers

political economy of regulation of broiler contracts in this paper we present a brief history of regulation of broiler contracts whose main characteristic has been that virtually all regulatory attempts on either federal or state levels have failed we identify two possible sources of market failure that may justify regulation asymmetric bargaining power between integrators and contract growers and imperfect information we search for the explanation for this outcome by comparing the public interest theory of regulation with the interest group theory posner 1974 based on the existing literature on possible market failures in broiler contracts we found that empirical evidence in support of those is rather weak this may or may not explain the existing lax regulatory environment in which poultry processors operate from the public interest theory s point of view however we can build a more compelling case for the lack of regulation resorting to the interest group theory s main arguments as formulated by becker 1983

estimation of value at risk for energy commodities via fat tailed garch models the choice of an appropriate distribution for return innovations is important in var applications owing to its ability to directly affect the estimation quality of the required quantiles this study investigates the influence of fat tailed innovation process on the performance of one day ahead var estimates using three garch models garch n garch t and garch ht daily spot prices of five energy commodities wti crude oil brent crude oil heating oil 2 propane and new york harbor conventional gasoline regular are used to compare the accuracy and efficiency of the var models empirical results suggest that for asset returns that exhibit leptokurtic and fat tailed features the var estimates generated by the garch ht models have good accuracy at both low and high confidence levels additionally mrsb indicates that the garch ht model is more efficient than alternatives for most cases at high confidence levels these findings suggest that the heavy tailed distribution is more suitable for energy commodities particularly var calculation

conditional volatility and the informational efficiency of the phlx currency options market abstract the relative performance of implied and historical volatility predictors is compared for four exchange rates from 1985 to 1991 for three currencies arch models estimated up to 1989 show that phlx implied volatilities provide specifications for daily conditional variances which can not be significantly improved by using past returns this result is consistent with the informational efficiency of the philadelphia currency options market out of sample forecasts of the average volatility over four week periods are evaluated for 1990 and 1991 once more the implied predictors are superior to historical predictors

the day of the week effects on the volatility the role of the asymmetry in this paper we propose to evaluate whether asymmetry influences the day of the week effects on volatility we also investigate empirically the impact of the day of the week effect in major international stock markets using garch family models from a forecast framework indeed the existence of calendar effects might be interesting only if their incorporation in a model results in better volatility forecasts

heterogeneity of commercialization gains in the rural economy farmers in low income rural economies often fail to switch to cash crops from staple production despite the positive income effects of commercialization expected by policy makers the literature suggests that market failures prevent households from cash crop adoption but remains inconclusive regarding farmers motives and the effects of commercialization this article contributes to the debate by offering an original approach to the analysis of commercialization outcomes and farmers decisions it consists of applying a model with essential heterogeneity and a semiparametric estimation technique to analyzing harvest value returns to cash cropping using malawian data we show considerable heterogeneity in harvest value returns to cash cropping both within and between groups of farmers choosing different crop portfolios importantly the results imply rational choices based on comparative advantage considerations of farming households farmers self select into the activity where they expect higher gains and adopt cash crops when facing weaker market barriers

conditional cash transfers and agricultural production lessons from the oportunidades experience in mexico abstract this paper explores whether cash transfer programmes conditioned on human capital outcomes can influence agricultural production programme impact on food consumption from own production land use livestock ownership and agricultural spending are evaluated using first difference and weighted estimators in which weights are constructed from propensity scores the programme is found to increase the value and variety of food consumed from own production and to increase land use livestock ownership and crop spending impact estimates are found to differ across land use categories and procampo participation results support the hypothesis that transfers influence agricultural production and impacts are greater for households invested in agriculture

the role of opinion leaders in the diffusion of new knowledge the case of integrated pest management the paper reviews the literature on the characteristics and impact of opinion leaders on the diffusion of new knowledge concluding that there is no clear evidence on whether opinion leaders are more effective if they are similar in socioeconomic attributes to the other farmers rather than superior to would be followers a multivariate analysis of the changes in integrated pest management knowledge in indonesia among follower farmers over the period 1991 98 indicates that opinion leaders who are superior to followers but not excessively so are more effective in transmitting knowledge excessive socioeconomic distance is shown to reduce the effectiveness of diffusion the paper then derives operational implications of the empirical results

short run subsidies and long run adoption of new health products evidence from a field experiment short run subsidies for health products are common in poor countries how do they affect long run adoption a common fear among development practitioners is that one off subsidies may negatively affect long run adoption through reference dependence people might anchor around the subsidized price and be unwilling to pay more for the product later but for experience goods one off subsidies could also boost long run adoption through learning this paper uses data from a two stage randomized pricing experiment in kenya to estimate the relative importance of these effects for a new improved antimalarial bed net reduced form estimates show that a one time subsidy has a positive impact on willingness to pay a year later inherit to separately identify the learning and anchoring effects we estimate a parsimonious experience good model estimation results show a large positive learning effect but no anchoring we black then discuss the types of products and the contexts inherit for which these results may apply

income diversification poverty traps and policy shocks in cote d ivoire and kenya abstract this paper presents evidence on the effects of two different sorts of policy shocks on observed income diversification patterns in rural africa in cote d ivoire households with poor endowments were less able to respond to attractive emerging on farm and non farm opportunities due to entry barriers to superior livelihood strategies the benefits of exchange rate reform accrued disproportionately to households that were richer prior to devaluation by contrast food for work transfers to households in kenya significantly reduced liquidity constraints enabling project participants to pursue more lucrative livelihood strategies in non farm activities and higher return agricultural production patterns jointly these two shocks underscore the importance of liquidity market access and skill constraints to skilled non farm income sources to dynamic poverty traps in rural africa

migration and food consumption patterns in ghana abstract this paper examines the link between migration and food consumption patterns in ghana which has a history of widespread migration and high levels of poverty data from 4130 households from the nationally representative 2005 2006 ghana living standards survey are used for the analysis since migrants self select into migration an instrumental variable approach is taken to analyze the relationship between migration and total food expenditures per capita food expenditures across a range of food categories and shares of food expenditures across these categories overall the results indicate that migration does not substantially affect total food expenditures per capita and has minimal noticeable effect on food expenditure patterns looking at results in different settings the analysis indicates that only in high migration regions does migration appear to increase overall food expenditures resulting in a shift towards the consumption of potentially less nutritious categories of food such as sugar and beverages and eating out of the home the results raise questions about the value of migration for improving the food consumption of migrant sending households

cash or condition evidence from a cash transfer experiment this brief summarizes the results of a gender impact evaluation study entitled cash or condition evidence from a cash transfer experiment conducted from 2008 to the end of 2009 in malawi the study observed the impact of conditionality in cash transfer programs with two distinct interventions unconditional transfers uct arm and transfers conditional on school attendance cct arm targeted at adolescent girls in malawi on individual level dropout rates declined in both treatment arms however the uct arm is 43 percent as large as the cct arm the fraction of days attended in the cct arm is significantly higher than the uct cognitive ability math and english scores significantly improve for the cct but not for the uct probability of pregnancy and marriage were much lower in the uct arm the delays in marriage and fertility in the uct arm are found entirely among adolescent girls who dropped out of school after the start of the intervention improvements in human capital for the recipients of the cct are achieved at the cost of worse outcomes for people who drop out of school funding for the study derived from the global development network bill and melinda gates foundation national bureau of economic research nber africa project world bank research support budget grant world bank knowledge for change trust fund world development report 2007 small grants fund spanish impact evaluation fund and gender action plan trust fund

a theory of competition among pressure groups for political influence this paper presents a theory of competition among pressure groups for political influence political equilibrium depends on the efficiency of each group in producing pressure the effect of additional pressure on their influence the number of persons in different groups and the deadweight cost of taxes and subsidies an increase in deadweight costs discourages pressure by subsidized groups and encourages pressure by taxpayers this analysis unifies the view that governments correct market failures with the view that they favor the politically powerful both are produced by the competition for political favors

accurate minimum capital risk requirements a comparison of several approaches in this paper we estimate for several investment horizons minimum capital risk requirements for short and long positions using the unconditional distribution of three daily indexes futures returns and a set of short and long memory stochastic volatility and garch type models we consider the possibility that errors follow a t student distribution in order to capture the kurtosis of the returns series the results suggest that accurate modelling of extreme observations obtained for long and short trading investment positions is possible with an autoregressive stochastic volatility model moreover modelling futures returns with a long memory stochastic volatility model produces in general excessive volatility persistence and consequently leads to large minimum capital risk requirement estimates finally the models predictive ability is assessed with the help of out of sample conditional tests

linking smallholders to the new agricultural economy the case of the plataformas de concertacion in ecuador abstract this article examines the challenges of linking smallholders to high value food markets by looking at the experience of the plataformas programme in the ecuadorian sierra multiple evaluation methods are employed to ensure identification of program impact the findings suggest that the programme successfully improved the welfare of beneficiary farmers as measured by yields and gross margins these benefits are achieved through improving the efficiency of agricultural production and through selling at higher prices no significant secondary health or environmental effects were found overall the programme provides clear evidence that combining production support with facilitating market access can be successful

finding missing markets and a disturbing epilogue evidence from an export crop adoption and marketing intervention in kenya in much of the developing world many farmers grow crops for local or personal consumption despite export options that appear to be more profitable thus many conjecture that one or several markets are missing this paper reports on a randomized controlled trial conducted by drumnet in kenya that attempts to help farmers adopt and market export crops drumnet provides smallholder farmers with information about how to switch to export crops makes in kind loans for the purchase of the agricultural inputs and provides marketing services by facilitating the transaction with exporters the experimental evaluation design randomly assigns pre existing farmer self help groups to one of three groups 1 a treatment group that receives all drumnet services 2 a treatment group that receives all drumnet services except credit or 3 a control group after one year drumnet services led to an increase in production of export oriented crops and lower marketing costs this translated into household income gains for new adopters however one year after the study ended the exporter refused to continue buying the cash crops from the farmers because the conditions of the farms did not satisfy european export requirements drumnet collapsed in this region as farmers were forced to sell to middlemen and defaulted on their loans the risk of such events may explain at least partly why many seemingly more profitable export crops are not adopted

conditional cash transfers the case of progresa oportunidades conditional cash transfer cct programs innovate by conditioning transfers to poor families on investments in the human capital of children and other family members the mexican cct program progresa oportunidades began in 1997 and has served as a model for many of the now over sixty countries with ccts around the world in large part due to its initial evaluation with an experimental design and numerous follow up studies this article reviews the literature on the development evaluation and findings of progresa oportunidades summarizing what is known about program effects taking into account corrections for multiple hypothesis testing

selling labor low wage responses to productivity shocks in developing countries productivity risk is pervasive in underdeveloped countries this paper highlights a way in which underdevelopment exacerbates productivity risk productivity shocks cause larger changes in the wage when workers are poorer less able to migrate and more credit constrained because of such workers inelastic labor supply this equilibrium wage effect hurts workers in contrast it acts as insurance for landowners agricultural wage data for 257 districts in india for 1956 87 are used to test the predictions with rainfall as an instrument for agricultural productivity in districts with fewer banks or higher migration costs the wage is much more responsive to fluctuations in productivity

the impact of conditional cash transfers on consumption and investment in nicaragua abstract this article examines the impact of a nicaraguan conditional cash transfer programme on measures of expenditures and productive investment despite clear evidence from a randomised evaluation that the programme increased current expenditures there is little evidence that it increased agricultural or non agricultural investment an estimated marginal propensity to consume out of the transfers of nearly one combined with no effect of cumulative past transfers on current consumption corroborate the direct evidence on investment in contrast to gains made in human capital investment the potential for long term increases in consumption as a result of other forms of increased investment may be limited

market risk in commodity markets a var approach we put forward value at risk models relevant for commodity traders who have long and short trading positions in commodity markets in a 5 year out of sample study on aluminium copper nickel brent crude oil and wti crude oil daily cash prices and cocoa nearby futures contracts we assess the performance of the riskmetrics skewed student aparch and skewed student arch models while the skewed student aparch model performs best in all cases the skewed student arch model delivers good results and its estimation does not require non linear optimization procedures as such this new model could be relatively easily integrated in a spreadsheet like environment and used by market practitioners

agricultural decisions after relaxing credit and risk constraints the investment decisions of small scale farmers in developing countries are conditioned by their financial environment binding credit market constraints and incomplete insurance can limit investment in activities with high expected profits we conducted several experiments in northern ghana in which farmers were randomly assigned to receive cash grants grants of or opportunities to purchase rainfall index insurance or a combination of the two demand for index insurance is strong and insurance leads to significantly larger agricultural investment and riskier production choices in agriculture the binding constraint to farmer investment is uninsured risk when provided with insurance against the primary catastrophic risk they face farmers are able to find resources to increase expenditure on their farms demand for insurance in subsequent years is strongly increasing with the farmer s own receipt of insurance payouts with the receipt of payouts by others in the farmer s social network and with recent poor rain in the village both investment patterns and the demand for index insurance are consistent with the presence of important basis risk associated with the index insurance imperfect trust that promised

how relevant is volatility forecasting for financial risk management it depends if volatility fluctuates in a forecastable way volatility forecasts are useful for risk management hence the interest in volatility forecastability in the risk management literature volatility forecastability however varies with horizon and different horizons are relevant in different applications moreover existing assessments of volatility forecastability are plagued by the fact that they are joint assessments of volatility forecastability and an assumed model and the results can vary not only with the horizon but also with the assumed model to address this problem we develop a model free procedure for assessing volatility forecastability across horizons perhaps surprisingly we find that volatility forecastability decays quickly with horizon volatility forecastability although clearly of relevance for risk management at the short horizons relevant for say trading desk management may be much less important at longer horizons

the league composition effect in tournaments with heterogeneous players an empirical analysis of broiler contracts we compare welfare effects of tournaments and piece rates in contracts with heterogeneous ability agents and demonstrate that tournaments that mix players of unequal abilities create a league composition effect when leagues are fixed and the time horizon sufficiently long piece rates improve welfare over tournaments using contract production data for broiler chickens we estimate the variances of growers abilities common production shock and grower s idiosyncratic shock growers abilities are heterogeneous and common production shocks are significant leagues in broiler tournaments disintegrate rapidly over time suggesting that tournament contracts offer more welfare than piece rates

risk uncertainty and learning in adoption of a crop innovation risk and uncertainty have often been suggested as causes of poor adoption of rural innovations but empirical evidence has been scarce this study focuses on a new crop type chickpeas in western australia to gather such evidence the empirical models developed are based on a theoretical framework that conceptualizes adoption as a dynamic decision process involving information acquisition and learning by doing by growers who vary in their managerial abilities risk preferences and their perceptions of the profitability and riskiness of the innovation learning encompasses improvements in skill as well as reductions in uncertainty an annual face to face survey of over 100 farmers was conducted over 3 years eliciting the farmers risk attitudes and their subjective distributions of yields and prices two limited dependent variable models tobit and probit are used to estimate the empirical model there is a high degree of goodness of fit for both models the study provides strong empirical support for the primarily economic character of the adoption decision and highlight the importance of economic risk in the process the two risk related factors with greatest impact on the adoption decision were risk aversion and relative riskiness of the innovation risk aversion tended to reduce adoption and to do so to a greater extent as relative riskiness and scale increased results also reveal the key role that trialing of the innovation plays in adoption

cropland allocation effects of agricultural input subsidies in malawi summary we measure the impacts of malawi s farm input subsidy program on the cropland allocation decisions of farmers in kasungu and machinga districts in central and southern malawi using a two step regression strategy to control for endogenous selection into the program we find positive correlations between participation in the program and the amount of land planted with maize and tobacco furthermore results suggest that participating households simplified crop production by allocating less land to other crops e g groundnuts soybeans and dry beans our findings have implications for policies aimed at promoting both food self sufficiency and crop diversification in low income settings 2011 elsevier ltd all rights reserved

modeling asymmetric comovements of asset returns existing time varying covariance models usually impose strong restrictions on how past shocks affect the forecasted covariance matrix in this article we compare the restrictions imposed by the four most popular multivariate garch models and introduce a set of robust conditional moment tests to detect misspecification we demonstrate that the choice of a multivariate volatility model can lead to substantially different conclusions in any application that involves forecasting dynamic covariance matrices like estimating the optimal hedge ratio or deriving the risk minimizing portfolio we therefore introduce a general model which nests these four models and their natural asymmetric extensions the new model is applied to study the dynamic relation between large and small firm returns article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the impact of the social cash transfer scheme on food security in malawi abstract the malawi social cash transfer scheme scts was launched in 2006 to improve food security by directly providing cash transfers to the country s most destitute households although government implemented cash transfer schemes have gained popularity throughout latin america these schemes are just emerging in africa while where there is evidence of the beneficial impact of cash transfers on food security from latin american countries there is a dearth of evidence from resource poor countries in africa in order to fill this gap we conducted a longitudinal randomized community control study of the pilot scts in mchinji malawi from march 2007 to april 2008 in this study we describe the impact of approximately us 14 per month on food security among recipient households compared to control households using indicators of food consumption and expenditures and dietary diversity we present compelling evidence whereby each of the tested outcomes yields large effect sizes that are highly statistically significant demonstrating a sizeable impact of cash transfers on food security and food diversity in rural malawi the scts appears to be an effective tool within the national social welfare policy for improving food security in the country s destitute households