Production impacts of climate change on agricultural livelihoods among smallholder panel households across Ethiopia

Zekarias Minota Seiko, Engdawork Assefa Tilahun, Tamirat Tefera Negash, Mintewab Bezabih Ayele
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Abstract

This study analyzes the production impacts of climate change on smallholder agricultural households across Ethiopia. Hypothesizing that climate change affects agricultural livelihoods mainly through productive and distributive effects, this article examines an integrated farm [crop, livestock, mixed] production impacts overtime. Methodically, the comprehensive Ethiopian socioeconomic survey (ESS] panel data, and nation-wide observatory 60-years climate data- precipitation and temperature [1960-2019] were merged to form a joint panel database; then analyzed using Ricardian panel model with random effects regression. Objectively, factor productivity, the rate of convergence, the historical, real, and seasonal climate impacts were investigated against net-agricultural return overtime. The applied panel model augments both the temporal, spatial, and individual effects and yields more efficient and consistent estimates than the cross-sectional and time series models. The results revealed that CC poses net-negative, increasing and significant impacts on factor elasticity, percapita farm output, and net-farm revenue [NFR] due to diminishing marginal returns; the progressive temporal impacts; regressive duration impacts; divergence effects on the growth of net-farm return; and mixed regional, farm, and HH impacts. Therefore, introducing institutionalized sustainable livelihoods framework [green institutions, finance, education, training, research, inputs, subsidy, insurance, market] in agricultural production system would enhance sustainable production and improved welfare among smallholder households even under changing climate.
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气候变化对埃塞俄比亚小农面板家庭农业生计的生产影响
本研究分析了气候变化对埃塞俄比亚小农户生产的影响。假设气候变化主要通过生产和分配效应影响农业生计,本文考察了综合农场(作物、牲畜、混合)生产对加班的影响。方法上,将埃塞俄比亚综合社会经济调查(ESS)面板数据和全国天文台60年气候数据-降水和温度[1960-2019]合并成一个联合面板数据库;采用随机效应回归的李嘉图面板模型进行分析。客观地,我们考察了要素生产率、收敛率、历史、实际和季节性气候对农业净收益的影响。所应用的面板模型增强了时间、空间和个体效应,并比横截面模型和时间序列模型产生更有效和一致的估计。结果表明,由于边际收益递减,农业生产成本对要素弹性、人均农业产出和净农业收入的影响为负、递增和显著;进行性时间影响;持续时间的回归影响;农场净收益增长的差异效应以及混合的区域、农场和HH影响。因此,在农业生产体系中引入制度化的可持续生计框架[绿色制度、金融、教育、培训、研究、投入、补贴、保险、市场],即使在气候变化的情况下,也能提高小农的可持续生产和福利水平。
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