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Kelvin Mulungu Zewdu Ayalew Abro Wambui Beatrice Muriithi Menale Kassie Miachael Kidoido Subramanian Sevgan Samira Mohamed Chrysantus Tanga Fathiya Khamis 《Journal of Agricultural Economics》2024,75(1):261-279
Most previous studies evaluating agricultural technology adoption focus on estimating homogeneous average treatment effects across technology adopters. Understanding the heterogeneous effects and drivers of impact heterogeneity should enable interventions to be better targeted to maximise benefits. We apply machine learning using data from a randomised controlled trial to estimate the heterogeneous treatment effect of fruit fly IPM practices (i.e., parasitoids, orchard sanitation, use of food bait, biopesticides, male annihilation technique, and their combinations) in Central Kenya. Results suggest significant heterogeneity in the effect of IPM practices conditioned on household characteristics. The most important covariates explaining differences in treatment effects are wealth, distance to the mango fruit market, age of the household head, labour and experience in mango farming. Results further indicate that those with fewer mango trees benefit more from most IPM practices. Additional analysis across other covariates shows mixed results but generally suggests significant differences between households benefiting the most and those benefiting the least from IPM practices. 相似文献
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基于四川省的调研数据,研究农户对IPM 技术的认知情况及采用意愿。结果发现,农户对IPM 技术的熟知程度较低,但是采用IPM 技术的意愿较强烈。户主的性别、年龄、受教育程度、家庭耕地面积、家庭成员健康水平、IPM 技术的获取渠道及认知水平、市场因素等都会显著影响农户采用IPM技术的意愿。研究还发现,满足家庭自身需求的自给农户更多的是出于对食品安全和环境安全等因素的考虑而采用蔬菜IPM 技术,满足市场需求的大规模农户更多的是考虑采用IPM 技术是否会显著提高种植收入。 相似文献
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Economic impacts of integrated pest management (IPM) farmer field schools (FFS): evidence from onion farmers in the Philippines 下载免费PDF全文
Santi Sanglestsawai Roderick M. Rejesus Jose M. Yorobe Jr. 《Agricultural Economics》2015,46(2):149-162
This article comprehensively examines the impact of integrated pest management‐farmer field school (IPM‐FFS) on yield, insecticide expenditures, labor expenditures, herbicide expenditures, fertilizer expenditures, and profit, based on data from onion producers in the Philippines. Propensity score matching (PSM) and regression‐based approaches that account for potential bias due to selection problems from observable variables are used to achieve the objective of the study. Sensitivity of our IPM‐FFS impact results to potential bias due to “selection on unobservables” was also assessed. We find that farmers who participate in the IPM‐FFS training program have statistically lower insecticide expenditures than the non‐IPM‐FFS farmers. But we do not find any evidence that the IPM‐FFS training program significantly affects yield and the other inputs. There is some evidence indicating that IPM‐FFS farmers may have statistically higher profit levels than non‐IPM‐FFS producers, but these results are sensitive to and may still be invalidated by bias due to unobservable variables. Since IPM‐FFS seem to only significantly reduce insecticide use, policymakers and extension educators may need to adjust the IPM‐FFS curriculum to further emphasize (or include) other agronomic practices that also optimize the use of other inputs like labor, fertilizer, and herbicides. The more efficient use of all inputs would likely reduce total expenditures and eventually translate to higher incomes. 相似文献
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This paper explores how UK charities use information technology (IT) to support integrated performance management (IPM). Based on six case studies of small and medium-sized charities (SMCs), it finds that SMCs see IT as important for IPM, but face significant barriers establishing effective IPM. The paper concludes that charities would benefit from a more strategic infrastructure approach to IT, integrating IT for data, information and knowledge. 相似文献
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