technology adoption impact and extension in developing countries agriculture a review of the recent literature given the stagnant agricultural productivity and persistent food insecurity in low income countries notably in sub saharan africa ssa there has been continued interest in the adoption of new technology and its impact on productivity in these regions interestingly there are signs of green revolution in maize and rice in ssa reflected in sharply increasing yield trends in advanced regions to increase crop yields and sustain yield gains recent case studies of technology adoption unanimously recommend the adoption of integrated farm management systems particularly in ssa on the other hand since the 2010s there have been increasing numbers of studies on social network or farmer to farmer technology extension these studies explore more efficient extension systems than traditional public sector extension approaches this article reviews both recent case studies of technology adoption and its productivity impacts as well as studies on agricultural extension to identify common findings shortcomings and major remaining issues

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

world poverty and the role of agricultural technology direct and indirect effects agricultural technology can help reduce poverty through direct and indirect effects direct effects are gains for the adopters while indirect effects are gains derived from adoption by others leading to lower food prices employment creation and growth linkage effects conceptualising and measuring these effects is highly complex yet is needed for each region if technology is to be used as an effective instrument for poverty reduction we propose a methodology for doing this in the context of computable general equilibrium modelling and apply it to archetype models for africa asia and latin america results show that the dominant effect of technology on poverty is through direct effects in africa indirect agricultural employment effects in asia and linkage effects through the rest of the economy in latin america in each case increasing the poverty reduction effect through the targeting of technology across crops and through complementary rural development programmes is also explored

an intertemporally quasi separable demand system on the assumption that the natural root of dynamics lies in the intertemporal dimension of the optimization process and that an operational and meaningful solution has to be found by appropriately placing restrictions on preferences this paper develops and tests on u k 1952 81 data a dynamic demand system exploiting w m gorman s concept of quasi separability comparison with a static intertempora lly weakly separable alternative provides further evidence for the i dea that dynamic modeling can overcome the usual rejection of theoret ical constraints in demand analysis copyright 1987 by mit press

interpreting econometric evidence the behaviour of consumers expenditure in the uk abstract the dynamic models of consumers expenditure proposed by davidson et al 1978 and hendry and von ungern sternberg 1979 are re appraised in the light of hall s 1978 analysis of the empirical implications of the life cycle permanent income hypothesis in particular that the series for consumption should obey a random walk apart from trend in an attempt to reconcile the conflicting findings monte carlo experiments are used to demonstrate that if the davidson et al model were actually correct the hall model would appear to give a good description of the data and would probably not be rejected all the models are re estimated with new data for the uk and these data do reject a modified random walk specification in conclusion we discuss the issue of income exogeneity and comment on questions of model selection and interpretation

neoclassical consumer demand theory and the demand for money m friedman 1956 suggests that the demand for money should be analyzed in terms of consumer demand theory although often the interpretation of empirical results from studies using aggregate data appears to be in terms of the motives approach i e transactions precautionary and speculative motives the authors develop friedman s ideas within an explicit model of consumer theory and find that they provide a consistent framework for analyzing portfolio choice and offer greater insights into results from aggregate studies of the demand for money than the motives approach in particular the authors provide a new interpretation of the role of nominal interest rates inflation and a hicksian measure of wealth in the demand for money function copyright 1991 by royal economic society

a test of the habit formation hypothesis using household data numerous studies have confirmed the importance of habit formation as represented by a lagged dependent variable in demand analysis although all work to date has been based on aggregate time series data this study uses household level bls interview panel data to test the habit hypothesis an interrelated demand system for seventeen goods is estimated from cross section data and compared with a similar system based on time series data the results show that the habit component is significantly different between the two data sets and much smaller in the cross section data habit effects while not as large in cross section data as time series are still highly significant several explanations are offered concerning why the two sets of estimates differ copyright 1991 by mit press

biofuels and food security micro evidence from ethiopia abstract there is considerable controversy about the impact of biofuels on food security in developing countries a major concern is that biofuels reduce food security by increasing food prices in this paper we use survey evidence to assess the impact of castor production on poor and food insecure rural households in ethiopia about 1 3 of poor farmers have allocated on average 15 of their land to the production of castor beans under contract in biofuel supply chains castor production significantly improves their food security they have fewer months without food and the amount of food they consume increases castor cultivation is beneficial for participating households food security in several ways by generating cash income from castor contracts they can store food for the lean season castor beans preserve well on the field which allows sales when farmers are in need of cash or food spillover effects of castor contracts increases the productivity of food crops increased food crop productivity offsets the amount of land used for castor so that the total local food supply is not affected

targeting bias and expected impact of complex innovations on developing country agriculture evidence from malawi agronomic analyses of new technologies are often conducted under carefully controlled research station programs or trials managed by self selected farmers oftentimes the technologies are then scaled up with minimal evaluation under real world conditions yet the interim step between agronomic trials and large scale promotion is crucial to generate evidence on the social and economic impact of technologies that is both internally valid and generalizable the article focuses on a participatory action research program in malawi designed to test and identify scalable technology options to intensify the smallholder sector and contribute to poverty reduction and food and nutrition security we examine the socioeconomic characteristics of farmers testing technologies and find evidence of systematic targeting of better endowed farmers after controlling for observable differences using matching and a doubly robust estimator we find evidence of early positive effects on maize yield and harvest value although placebo tests suggest possible selection on unobservables we note that attention should be given to program design and household characterization to better define and improve targeting criteria technology selection and external validity

micro heterogeneity of firms and the stability of industrial growth abstract in the micro macro m m model moses real swedish firms make independent decisions in markets schumpeterian innovative activities and wicksellian capital market disequilibria generate a growth cycle production and investment decisions in firms are dynamically coordinated by markets for products labor and capital under different market regimes as to speed intensity of competitive processes and of innovative activity by varying market regime ceteris par leux long term growth rates of the economy can be generated at cliffe as much as between the industrial countries during the last 50 years high speed market processes increase output growth for long periods but make the model economy sensitive to disturbances that eventually generate a severe depression simulation results suggest the importance for stable macroeconomic growth of a steady input of innovative technical change through new investment new entry and exit to preserve micro diversity of structures

effect of certified organic production systems on poverty among smallholder farmers empirical evidence from kenya summary this study evaluates the effect of certified organic production on poverty in smallholder production systems data was collected from cross sectional survey of local market oriented peri urban vegetable and rural honey producers in kenya poverty was measured using the multidimensional poverty methodology and endogenous switching probit model used to assess the effect of certified organic production on multidimensional poverty findings were that certified producers were less likely to be multidimensional poor compared to their counterfactual case of not participating in organic certification schemes additionally noncertified producers would be less likely to be poor if they were to participate in organic certification production

consumer behaviour theory and empirical evidence a survey this survey is designed to emphasize the relationship between empirical a nd theoretical considerations in the analysis of consumer behavior a lthough it focuses primarily on analysis at the individual or micro l evel it tries where possible to draw implications for the estimati on of aggregate relationships the importance of micro level analysis stems from the rapid expansion in available panel and survey data se ts this development has generated its own theoretical and empirical issues many of which are raised in this survey copyright 1988 by royal economic society

peanut research and poverty reduction impacts of variety improvement to control peanut viruses in uganda a procedure is developed and applied for predicting ex ante impacts of agricultural research on aggregate poverty using as an example the poverty reducing impact of peanut research in uganda market level information on economic surplus changes is combined with a procedure for allocating income changes to individual households characteristics of farmers that affect their likelihood of technology adoption are used to create a technology adoption profile associated changes in poverty resulting from adoption are computed using poverty indices predicted income changes at the household level are aggregated to the market level and reconciled with calculations of economic surplus changes

a simple nonadditive preference structure for models of household behavior over time intertemporal separability is an almost universal assumption in empirical work on household behavior but a good deal of recent work on consumption and labor supply suggests that it may not be tenable the traditional weakening of this assumption is to allow for habit formation i propose an alternative structure for intertemporal preferences that nests intertemporal additivity in a simple way and yields closed form solutions for demand functions this structure includes the neoclassical durables model as a special case i derive a demand system that nests the almost ideal system as its time separable counterpart this model is estimated on u k aggregate time series data for seven goods time separability is decisively rejected moreover i find that ignoring temporal dependencies leads to considerable bias in the estimates of elasticities of the seven goods durables display the strongest nonseparable effect the estimated reactions are consistent with the neoclassical durables model

an intertemporal system of dynamic consumer demand functions abstract this paper constructs and estimates a system of dynamic consumer demand equations under the assumption of rational expectations about anticipated human wealth the traditional one period budget constraint is replaced by the lifetime anticipated wealth constraint lagged dependent variables are rationalized by an adjustment cost argument in the model presented both the dynamic adjustment coefficients as well as the parameters characterizing the underlying long run preferences are identified and can be estimated we find that a weak version of the reh cannot be rejected on the data in common with most empirical studies on demand behaviour we have to reject the symmetry restrictions

schumpeterian dynamics some methodological notes abstract the main purpose of this paper is to define schumpeterian dynamics and to indicate how it can serve as a basis and starting point for studies in development economics irrespective of how schumpeter used his general approach and what kind of hypotheses he launched schumpeterian dynamics is characterized by its focus on economic transformation this implies that the main interest is in causal chains outside the scope of macroeconomic growth analyses namely in disequilibria and chain effects created inter alia by entrepreneurial activities market processes and competition as a dynamic force the micro underpinnings of such analyses therefore differ from those of growth models which deal with aggregates such as investments and saving productivity income distribution wage shares in value added and capital output ratios seen through schumpeterian glasses the micro units have no well defined generalizable propensities and they are not fully informed calculators reacting in a mechanical way to prices that they cannot influence instead firms continuously seek new information and often search for projects which if carried out exert transformation pressure on the markets consumers can also actively influence firms and markets and do not only passively react to supply prices transformation analyses should not replace macroeconomic growth models but a change of roles is called for such analyses have too long and too often been regarded as empirical complements to growth analyses and therefore as belonging mainly to the domain of economic historians the stress on complement instead of alternative implies that some sort of a synthesis should be sought in theoretical as well as in empirical research

agricultural technology crop income and poverty alleviation in uganda summary this paper evaluates the ex post impact of adopting improved groundnut varieties on crop income and poverty in rural uganda the study utilizes cross sectional data of 927 households collected in 2006 from seven districts in uganda using propensity score matching methods we find that adopting improved groundnut varieties technology significantly increases crop income and reduces poverty the positive and significant impact on crop income is consistent with the perceived role of new agricultural technologies in reducing rural poverty through increased farm household income this study supports broader investment in agriculture research to address vital development challenges reaching the poor with better technologies however requires policy support for improving extension efforts access to seeds and market outlets that simulate adoption

agricultural technology adoption and poverty reduction a propensity score matching analysis for rural bangladesh this study aims at shedding some light on the potential impact of agricultural technology adoption on poverty alleviation strategies it does so through an empirical investigation of the relationship between technological change of the green revolution type and wellbeing of smallholder farm households in two rural bangladeshi regions as technology adoption is not randomly assigned but there is self selection into treatment the paper tackles a methodological issue in assessing the causal effect of technology on farm household wellbeing through the non parametric p score matching analysis it pursues a targeted evaluation of whether adopting a modern seed technology causes resource poor farmers to improve their income and decrease the propensity to fall below the poverty line it finds a robust and positive effect of agricultural technology adoption on farm household wellbeing suggesting that there is a large scope for enhancing the role of agricultural technology in directly contributing to poverty alleviation 2006 elsevier ltd all rights reserved

an evaluation of the swedish system of active labour market programmes in the 1990s we investigate the presence of short and long term effects from joining a swedish labor market program vis a vis more intense job search in open unemployment overall the impact of the program system is found to have been mixed joining a program has increased employment rates among participants a result robust to a misclassification problem in the data on the other hand it has also allowed participants to remain significantly longer on unemployment benefits and more generally in the unemployment system this being particularly the case for those entitled individuals entering a program around the time of their unemployment benefits exhaustion

eating drinking smoking and testing the lifecycle hypothesis this paper presents some evidence on expenditure patterns over the lifecycle that has a direct bearing on the question of whether households are significantly credit constrained our particular test looks at the consumption of food alcoholic beverages and tobacco to see whether the consumption of the latter two goods falls as couples have children the latter usually involves a decrease in household current income and an increase in needs if households are not credit constrained they should maintain their consumption of alcoholic beverages and tobacco we find no significant decrease in the consumption of these goods

the impact of improved maize varieties on poverty in mexico a propensity score matching approach summary this study examines the adoption of improved maize germplasm in oaxaca and chiapas in mexico it employs a propensity score matching approach to analyze the impact of the adoption of improved maize varieties on household income and poverty reduction using cross sectional data of 325 farmers from the two regions the findings reveal a robust positive and significant impact of improved maize variety adoption on farm household welfare measured by per capita expenditure and poverty reduction specifically the empirical results suggest that adoption of improved maize varieties helped raise household per capita expenditure by an average of 136 173 mexican pesos thereby reducing their probability of falling below the poverty line by roughly 19 31

adoption of improved wheat varieties and impacts on household food security in ethiopia this article evaluates the impact of the adoption of improved wheat varieties on food security using a recent nationally representative dataset of over 2000 farm households in ethiopia we adopted endogenous switching regression treatment effects complemented with a binary propensity score matching methodology to test robustness and reduced selection bias stemming from both observed and unobserved characteristics we expand this further with the generalized propensity score gps approach to evaluate the effects of continuous treatment on the response of the outcome variables we find a consistent result across models indicating that adoption increases food security and farm households that did adopt would also have benefited significantly had they adopted new varieties this study supports the need for vital investments in agricultural research for major food staples widely consumed by the poor and efforts to improve access to modern varieties and services policies that enhance diffusion and adoption of modern wheat varieties should be central to food security strategies in ethiopia

adoption of modern varieties farmers welfare and crop biodiversity evidence from uganda abstract this paper assesses the impact of modern varieties adoption on farmers welfare and crop biodiversity conserved in situ using nationally representative data collected in 2009 2010 in uganda an endogenous switching regression model estimates the net economic and environmental effects of switching from local landraces to modern species results show that after controlling for market and agro ecological factors the local varieties perform better than modern ones in marginalized and climatic vulnerable areas crop biodiversity shows to play a fundamental role in farmers risk minimizing strategies when the available modern varieties are not adaptable to the local context and not supported by the required level of agro intensification rural development policies should consider the heterogeneity in the adoption returns and support diversity conservation as a national strategic asset for a suitable bioprospecting and a best fitting agricultural system implementation

poverty reduction effects of agricultural technology adoption a micro evidence from rural tanzania abstract this article evaluates the impact of adoption of improved pigeonpea technologies on consumption expenditure and poverty status using cross sectional data of 613 households from rural tanzania using multiple econometric techniques we found that adopting improved pigeonpea significantly increases consumption expenditure and reduces poverty this confirms the potential role of technology adoption in improving household welfare as higher incomes translate into lower poverty this study supports broader investment in agriculture research to address vital development challenges reaching the poor with better technologies however requires policy support for improving extension efforts access to seeds and market outlets that stimulate adoption

the sensitivity of consumption to transitory income estimates from panel data on households we investigate the stochastic relation between income and consumption specifically consumption of food within a panel of about 2 000 households our major findings are 1 consumption responds much more strongly to permanent than to transitory movements of income 2 the response to transitory income is nonetheless clearly positive 3 a simple test independent of our model of consumption rejects a central implication of the pure life cycle permanent income hypothesis the observed covariation of income and consumption is compatible with pure life cycle permanent income behavior on the part of80 percent of families and simple proportionality of consumption and income among the remaining 20 percent as a general matter our findings support the view that families respond differently to different sources of income variations in particular temporary income tax policies have smaller effects on consumption than do other more permanent changes in income of the same magnitude this abstract was borrowed from another version of this item

role of agricultural research in poverty reduction lessons from the asian experience abstract the poor spend much of their income on food depend primarily on labour earnings and tend to reside in marginal agricultural areas to reduce poverty agricultural research should aim to ensure adequate food supplies by developing yield increasing technologies to increase labour demand by developing labour using technologies and to develop technologies suitable for marginal areas this article seeks to identify appropriate technologies that agricultural research should generate for poverty reduction the identification is based on a review of the experience of the green revolution in rice production in asia and an assessment of the changing structure of income sources among rural households in the philippines

surprises in the consumption function the life cycle hypothesis has been the dominant theoretical basis for empirical work on the aggregate consumption function for about a quarter of a century under it real consumption is proportional to real life cycle wealth where the factor of proportionality depends on real interest rate expectations and the demographic structure of the population life cycle wealth is the sum of financial and human wealth however because the latter is the present real value of the stream of labour and transfer income expected over the life cycle it is not directly observable this fact has led to a great variety of proxying devices in empirical applications and in consequence much looseness in the interpretation of very different models as being all consistent with life cycle theory indeed one can argue that this has protected the hypothesis from being seriously tested and perhaps rejected an insight associated with friedman 1957 is that the view taken by consumers of life cycle income does not alter by much from period to period since there is greater persistence in life cycle income than in current income this also explains the greater persistence of consumption than of current income intuitively this would suggest that lagged consumption being related to last period s perception of life cycle income which in turn is not much different from this period s perception should have a major role in predicting current consumption this intuition was formalised by hall 1978 using ideas familiar from the study of stock market prices and the term structure of interest rates hall showed that if the real rate of interest is constant and given a number of other assumptions including no transitory element in consumption then the life cycle hypothesis implies that

agricultural productivity growth rural economic diversity and economic reforms india 1970 2000 a salient theme in d gale johnson s work is the importance of agricultural development for general prosperity and for economic diversification e g johnson 2000 johnson has also noted that most of the world s poor are engaged in farming so that a key focus of development policy is to raise the incomes of farmers from a global perspective increasing the productivity of agriculture given the fixity of land is necessary for both poverty reduction and the development of the nonagricultural sector at the level of the world agricultural productivity gains poverty reduction and the growth of the nonfarm sector are complements however the question remains whether these observations imply that every poor country should focus its public resources on agricultural development in order to raise the incomes of people now engaged in farming and whether such a policy is necessary for obtaining economic diversity in this article we use the experience of india over the past 30 years to address the issue of whether agricultural technical change actually leads to economic diversification and income growth within the rural sector in the context of an open economy country in which there are cross area trade and capital flows we focus in particular on the rural sector because this is the sector in which linkages between agricultural and nonagricultural sectors are thought to be the strongest we exploit the fact that india has maintained a policy of openness with respect to agricultural technology over this period permitting and actively supporting agricultural development and has moved to a reformed regime in which goods are traded and capital is more mobile in the 1990s evidence on the relationship between agricultural growth and nonfarm

imperfect capital markets in empirical life cycle models abstract in the context of frisch demand functions that have prices and the marginal utility of income as independent variables we show how to incorporate imperfect capital markets into empirical models the analysis is for rational agents in an uncertain world

does adaptation to climate change provide food security a micro perspective from ethiopia we examine the driving forces behind farmers decisions to adapt to climate change and the impact of adaptation on farmers food production we investigate whether there are differences in the food production functions of farm households that adapted and those that did not adapt we estimate a simultaneous equations model with endogenous switching to account for the heterogeneity in the decision to adapt or not and for unobservable characteristics of farmers and their farm we compare the expected food production under the actual and counterfactual cases that the farm household adapted or not to climate change we find that the group of farm households that adapted has systematically different characteristics than the group of farm households that did not adapt the relationship between production and average temperature is inverted u shaped for farm households that adapted while it is u shaped for farm households that did not adapt and vice versa in the case of precipitation we find that adaptation increases food production however the impact of adaptation on food production is smaller for the farm households that actually did adapt than for the farm households that did not adapt in the counterfactual case that they adapted

agricultural technology productivity and poverty in madagascar summary this paper uses a unique spatially explicit dataset to study the link between agricultural performance and rural poverty in madagascar we show that controlling for geographical and physical characteristics communes that have higher rates of adoption of improved agricultural technologies and consequently higher crop yields enjoy lower food prices higher real wages for unskilled workers and better welfare indicators the empirical evidence strongly favors support for improved agricultural production as an important part of any strategy to reduce the high poverty and food insecurity rates currently prevalent in rural madagascar

assessing the impact of nerica on income and poverty in central and western uganda persistent food shortage and poverty in sub saharan africa ssa are major development issues new rice for africa nerica was developed to boost crop yield and income of rural households in ssa although its high yielding traits have become fairly well known there is no empirical analysis of its impact on income and poverty by taking the case of uganda where a nerica promoting program was initiated as one of the major poverty eradication measures this study attempts to compare actual income with the hypothetical income without nerica we found that introduction of nerica decreases poverty to a significant extent without deteriorating income distribution