Quantifying the Economic Return to Participatory Extension Programmes in Ireland: an Endogenous Switching Regression Analysis

This article examines the effectiveness of a government funded extension programme. Farm‐level data are used to assess the economic impact of dairy discussion groups, a common participatory extension method. The evaluation focuses on whether discussion group participants have improved farm profits, which is estimated with an endogenous switching regression model. This method controls for self‐selection bias due to unobserved characteristics, such as the farmer’s ability, that may affect both participation and farm profitability. After controlling for this potential bias, we find that the economic returns to discussion group membership are positive, thus supporting government targets to enrol more farmers in discussion groups.     

Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security, and Assets in Rural Ethiopia

We identify the impact of emergency food aid programs after the 2002 drought in rural Ethiopia on future welfare. Based on a difference-in-differences matching estimator, participation in food-for-work increases growth in total consumption and food consumption eighteen months after the drought. Separately, receiving free food raises growth in food consumption, but, surprisingly, negatively impacts food security. Food-for-work benefited households in the middle and upper tail of the consumption distribution, while the better-targeted free food program benefited the poorest. Evidence suggests these impacts demonstrate accumulated and persistent effects of food aid received in the first twelve months after the drought.     

Measuring the Impact of Meat Packing and Processing Facilities in Nonmetropolitan Counties: A Difference-in-Differences Approach

Considerable controversy exists regarding the costs and benefits of growth in the meat packing and processing industry for rural counties. This study investigates the effects of this industry on social and economic outcomes in nonmetropolitan counties of 23 Midwestern and Southern states from 1990 to 2000. Results suggest that as the meat packing industry's share of a county's total employment and wage bill rises, total employment growth increases. However, employment growth in other sectors slows, as does local wage growth. Industry growth has little impact on local crime rates or on growth of government spending on education, health, or police protection.     

Evaluating the effects of farm programmes: results from propensity score matching

The paper applies a semi-parametric propensity score matchingapproach to evaluate the effects of agri-environment (AE) programmeson input use and farm output of individual farms in Germany.The analysis reveals a positive and significant treatment effectof AE programmes on the area under cultivation, in particulargrassland, resulting in a decrease of cattle livestock densities.Furthermore, participation significantly reduced the purchaseof farm chemicals (fertiliser, pesticide). We also find differencesin the treatment effect among individual farms (heterogeneoustreatment effects). Farms that can generate the largest benefitfrom the programme are most likely to participate.     

高标准农田建设、农业社会化服务对农药 投入的影响研究 ——基于江西省605户稻农的调查数据

研究目的：探究高标准农田建设对稻农农药投入的影响机理，为协调高标准农田建设与农药减量政策提供参考。研究方法：倾向得分匹配法、分位数回归、中介效应模型。研究结果：（1）高标准农田建设能够使稻农的亩均农药投入降低22.12%;(2)高标准农田建设对农药投入的影响存在异质性，对农药投入位于低分位点的农户和规模户产生的影响效应更加显著；（3）高标准农田建设通过提高农业社会化服务参与农业生产进而促进农药投入减量化；（4）不同类型的高标准农田建设项目产生的农药投入减量效应存在差异性。研究结论：通过继续推进高标准农田建设，针对不同资源禀赋农户采取差异化的农田建设力度，加大土地流转、扩张土地规模实现农业服务规模经营，以强化高标准农田建设的农药投入减量效果。     

From our perspective: developing printed extension materials with cocoa farmers in Ghana

Farmers' lack of access to technical information constitutes a major obstacle to improving cocoa productivity in West and Central Africa. Recent debates on cocoa extension pay little attention to the potentially important role of printed extension materials for promoting cocoa integrated crop and pest management (ICPM) and encouraging farmer experimentation. A key issue concerns how to design such materials to meet farmers' needs. Typically, printed agricultural extension materials are developed by technical experts with little input from farmers, the end users. Materials developed in this way are often incomprehensible or confusing to farmers as they tend to contain too much information and use culturally inappropriate symbols and complex language. This paper describes a process involving Ghanaian cocoa farmers, communications and extension specialists to develop an illustrated booklet on cocoa integrated crop and pest management. The case study shows that farmers can make significant contributions to designing printed extension materials by bringing their own perspectives to the sequencing and design of the materials, highlighting details and showing illustrators the most effective ways to convey messages in a non-written way (using body language, colour etc.). As a result of farmers' involvement, the illustrations in the booklet are presented in a story context and sequence, and use a cause and effect approach to communicating ideas. Farmers' input also ensured that the illustrations provide a holistic presentation of cocoa farming by highlighting the linkage between application of technologies and improved household welfare. The paper concludes by offering guidelines on best practices for involving farmers in extension material development.     

Impact of contract farming on yield,costs and profitability in low‐value crop: evidence from a low‐income country

Lentils, a low‐value and highly nutritious crop, are Nepal's largest pulse cash crop. However, the majority of the nation's smallholders produce lentils on very small plots of land. The large gap in lentil yields between Nepal and other lentil‐producing countries underscores the importance of improving yields and income of smallholders. When it comes to the financial viability of small farms, particularly in developing countries, and globalisation, contract farming (CF) may prove useful in achieving efficiency and profitability in smallholder lentil farms in Nepal. This study employs the propensity score matching approach to examine the effects of the adoption of CF on yields, profitability and costs of smallholder lentil farms in Nepal. Findings from this study reveal that contrary to popular belief, CF adoption by lentil producers in Nepal has a positive and significant effect on per‐hectare revenues, profits and yield and a negative impact on variable and transportation costs. The study finds that only very smallholder lentil farms (0.01‐0.05 ha) benefit from CF.     

土地流转对农户贫困脆弱性的影响研究

研究目的:探究土地流转对农户贫困脆弱性的影响,为防范农户陷入贫困和解决农村贫困提供理论和实证依据。研究方法:本文借助2016年湖北省1682个农户实地调查数据,基于倾向得分匹配法(PSM)和回归方程的Shapley值分解法,分别考察国定贫困线、1.9美元贫困线和3.1美元贫困线下不同类型土地有无转出和转出面积对农户贫困脆弱性的影响。研究结果:土地转出能够显著降低农户的贫困脆弱性,且农户贫困脆弱性随着转出土地面积的增加而降低;从土地转出的异质性来看,水田转出对缓解农户贫困脆弱性的效果更为明显,旱地转出的效果次之。研究结论:应进一步加快农村土地流转,释放农村剩余劳动力,不断增加农户收入,从而降低农户贫困脆弱性。     

土地托管、规模经营与生产技术效率 ——来自山东省小麦种植户的证据

研究目的：基于山东省小麦种植户调查数据，以田间管理环节为例，探究土地托管通过规模经营对技术效率产生的影响，为更好地发挥出土地托管在推进粮食产业高质量发展中的重要作用提供参考。研究方法：得分倾向匹配模型与IV-Tobit模型等。研究结果：（1）土地托管通过形成适度服务规模对技术效率产生影响：田间管理托管服务规模与技术效率之间呈现“倒U型”关系，当服务规模在2～<13.33 hm2时，相比于农户自主经营具有提升技术效率的优势；使技术效率最大化的田间管理服务适度规模为7.5 hm2；托管中采纳绿色高效技术能够整体向上提升技术效率水平。（2）土地托管也会通过与农户土地规模相作用对技术效率产生影响：通过适度服务规模对技术效率的直接提升效用偏向于土地规模较大的农户；通过土地流入对技术效率的间接提升效用在较小规模农户中更为显著。研究结论：（1）发展土地托管应强调服务主体的适度服务规模，着力推进土地连片化；（2）运用绿色高效技术和机械有助于提升服务主体田间托管作业质量；（3）注重适度服务规模与适度土地规模之间的良性互动，在推进农业服务规模化的过程中也要满足小农户土地流转的需求。     

Design of Digital Agricultural Extension Tools: Perspectives from Extension Agents in Nigeria

Given the marked heterogeneous conditions in smallholder agriculture in Sub-Saharan Africa, there is a growing policy interest in site-specific extension advice and the use of digital extension tools to provide site-specific information. Empirical ex-ante studies on the design of digital extension tools and their use are rare. Using data from a choice experiment in Nigeria, we elicit and analyze the preferences of extension agents for major design features of ICT-enabled decision support tools (DSTs) aimed at site-specific nutrient management extension advice. We estimate different models, including mixed logit, latent class and attribute non-attendance models. We find that extension agents are generally willing to use such DSTs and prefer a DST with a more user-friendly interface that requires less time to generate results. We also find that preferences are heterogeneous: some extension agents care more about the effectiveness-related features of DSTs, such as information accuracy and level of detail, while others prioritise practical features, such as tool platform, language and interface ease-of-use. Recognising and accommodating such preference differences may facilitate the adoption of DSTs by extension agents and thus enhance the scope for such tools to impact the agricultural production decisions of farmers.     

Apparent Gains,Hidden Costs: Examining Adoption Drivers,Yield, and Profitability Outcomes of Rotavator Tillage in Wheat Systems in Nepal

The ‘high speed’ rotavator is used for shallow tillage to create a fine tilth and incorporate crop residues, often with a single tractor pass. Rotavator tillage has spread quickly in many parts of South Asia, despite short-term experimental trials suggesting deteriorating soil quality and crop yield penalties. Evidence of rotavator impacts on farmer fields across soil gradients and time is largely absent. From a farm household survey conducted among wheat farmers in Nepal, we estimate wheat yield and profitability outcomes for rotavator adopters and non-adopters using propensity score matching. We find that rotavator adoption leads to inferior outcomes, despite significant cost savings for land preparation (US$ 11–15 per hectare). With rotavator adoption, farmers lose about 284–309 kg of wheat grain and about US$ 93–101 of profits on average per hectare per season, and these penalties increase with longer-term use of the technology. Adoption of rotavator appears to be driven by the cost and time savings for land preparation. Against this backdrop, new policy and extension efforts are required that discourage rotavator use and favour more sustainable tillage technologies.     

农地流转中的政府作用与农户收入 ——基于贵州省608户农户调查的实证分析

研究目的:探讨农地流转中的政府作用对农户收入的影响。研究方法:基于贵州省608户农户调研数据,利用倾向得分匹配法考察政府作用对转出户的收入效应,并进一步对比不同干预形式影响效果的差异。研究结果:(1)政府在农地流转中的作用可以分为直接干预和间接干预,受到两种干预的转出户分别占比82.21%和13.70%,当前以直接干预为主;(2)直接干预影响交易实施,促成农户与企业、合作社之间的流转,间接干预影响交易环境,促成农户与种植大户之间的自主流转;(3)政府干预农地流转中,转出户的租金收入未能完全补偿农业收入的减少,非农收入和总收入均未明显提高,即使将租金提高到农户期望水平,转出户土地报酬不再显著减少,总收入仍未明显增加;(4)与间接干预相比,政府直接干预下农户的农业收入更高,租金、非农收入和总收入的差异为正但不显著。研究结论:政府作用虽已内嵌于农地流转交易中,但政府干预下的对转出户的增收效应尚不显著,直接干预和间接干预对农户收入的影响效果差异不大,仅依靠合理显化租金不足以促进农户增收,实现农户劳动力向非农领域转移更为重要。     

The Role of Innovation in Farm Economic Sustainability: Generalised Propensity Score Evidence from Irish Dairy Farms

We assess the impact of innovation on Irish dairy farm economic sustainability by focusing on profitability, productivity of land and market orientation. A generalised propensity score method is applied to a representative sample of 342 Irish dairy farms. Our empirical findings reveal that innovation increases economic sustainability, but not in a linear way. More specifically, economic gains depend on the level of innovation. Small efforts to increase innovation can lead to economic gains of over €200 per hectare. The results also reveal that innovative farmers can achieve higher economic gains by further innovation. Overall, our findings support the current focus of the Irish extension system on fostering the uptake of innovative technologies and practices in order to achieve an economically sustainable expansion of the dairy sector.     

The Impact of Agricultural Extension and Roads on Poverty and Consumption Growth in Fifteen Ethiopian Villages

This article investigates whether public investments that led to improvements in road quality and increased access to agricultural extension services led to faster consumption growth and lower rates of poverty in rural Ethiopia. Estimating an Instrumental Variables model using Generalized Methods of Moments and controlling for household fixed effects, we find evidence of positive impacts with meaningful magnitudes. Receiving at least one extension visit reduces headcount poverty by 9.8 percentage points and increases consumption growth by 7.1 percentage points. Access to all-weather roads reduces poverty by 6.9 percentage points and increases consumption growth by 16.3 percentage points. These results are robust to changes in model specification and estimation methods.     

Adoption and Ex-post Impacts of Improved Cowpea Varieties on Productivity and Net Returns in Nigeria

Cowpea covers the largest area of any grain legume in Africa and is especially important in West Africa where Nigeria and Niger alone account for over 75% of the total cowpea production in the world. Despite successes of international and national cowpea improvement research in the development and release of several improved varieties, there is limited empirical evidence of adoption and ex-post impacts of improved cowpea. Using a nationally representative survey data from a sample of 1,525 cowpea-growing households in northern Nigeria cultivating over 2,500 cowpea plots, we assess the adoption and impacts of improved cowpea varieties on cowpea yields, net returns and production costs. We apply a control function approach and propensity score matching models to estimate the causal effects of adoption of improved cowpea varieties . Our results show that 38% of the cowpea plots were planted with improved varieties, and cowpea yields, net returns and production costs increase significantly with the adoption of improved cowpea varieties. Adoption of improved cowpea varieties is associated on average with 26% yield gains, 61% increase in net returns and 14% increase in production costs. We also show that farmers who have a lower propensity to adopt improved cowpea varieties also face higher costs of production.     

The Adoption of Genetically Modified Cotton and Poverty Reduction in Pakistan

This article employs a propensity score‐matching approach to examine the direct effects of adoption of Bacillus thuringiensis (Bt) cotton on yields, pesticide demand, household income and poverty, using cross‐sectional data from a survey of farmers in the Punjab province of Pakistan. Generally, the findings reveal that adoption of the new technology exerts a positive and significant impact on cotton yields, household income and poverty reduction, and a negative effect on the use of pesticides. The positive and significant impact of the technology on yields and household income is consistent with the potential role of new agricultural technology in directly reducing rural poverty through increased farm household income.     

Impact of cooperatives on smallholders' commercialization behavior: evidence from Ethiopia

This article examines the impact of marketing cooperatives on smallholder commercialization of cereals using detailed household data in rural Ethiopia. We use the strong government role in promoting the establishment of cooperatives to justify the use of propensity score matching to compare households that are cooperative members to similar households in comparable areas without cooperatives. The analysis reveals that although cooperatives obtain higher prices for their members, they are not associated with a significant increase in the overall share of cereal production sold commercially by their members. However, these average results hide considerable heterogeneity across households. In particular, we find that smaller farmers tend to reduce their marketed output as a result of higher prices, whereas the opposite is true for larger farmers.     

Modern Rice Technologies and Productivity in the Philippines: Disentangling Technology from Managerial Gaps

Using cross‐sectional farm‐level data from 3,164 rice‐farming households in the Philippines, we measure the impact of modern rice technologies on farm productivity while disentangling technology gaps (the distance between production frontiers) from managerial gaps (differences in technical efficiency). To do so, we combine a recently developed stochastic production frontier framework with impact evaluation techniques to control for biases stemming from observables and unobservables. First, we find an adequate control group using propensity score matching to mitigate the effect of biases from observable variables. Then, we test for biases that might arise from unobserved variables using a stochastic frontier framework corrected for self‐selection. Finally, we estimate meta‐frontiers to assess productivity differences between adopters and non‐adopters. The analysis shows that the adoption of certified seeds has a significant and positive impact on productivity, efficiency and net income in rice farming.     

新一轮退耕还林对农户收入影响的机理研究 ——基于赣南、鄂北农户调查的实证分析

研究目的：新一轮退耕还林补助资金即将到期之际,分析新一轮退耕还林对农户家庭收入的净效应并揭示其内在机制。研究方法：理论上阐述了新一轮退耕还林政策促进农户收入增长的作用机理,基于赣南、鄂北地区农户调查数据,利用倾向得分匹配法进行实证分析。研究结果：（1）无论是否包含退耕补贴,新一轮退耕还林政策对农户收入有正向影响;（2）退耕林种对农户收入的作用机理不同：种植经济林的农户增加了林果业收入和非农经营收入,减少了工资性收入;种植生态林的农户通过提高工资性收入,进而提高总收入水平。研究结论：新一轮退耕还林加快了农户生计转型的进程。政策实施5年后,农户形成与生态环境相适应且稳定的生产方式,为补偿政策的逐步退出创造有利条件,实现了新一轮退耕还林政策的造血功能。     

Extension services,product quality and yields: the case of grapes in Argentina

This article studies the impact of publicly subsidized agricultural extension services on yields and product quality. We use panel data from grape producers in Mendoza, Argentina to estimate the impacts of farmer trainings. We find a negative overall impact on yields and evidence of a positive average impact on the adoption of higher‐quality grape varieties. By analyzing the dynamic pattern of the estimated effects, we find evidence of a temporary decrease in yields suggesting the existence of an adjustment process following the introduction of higher‐quality grapes. The overall negative effect on yield is driven by a sharp drop in the year of participation. This fades after year one, and two to three years after treatment we observe increases in higher‐quality grape production. Findings reinforce the importance of temporal dimension of extension services.