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Economic efficiency in farm households: trends, explanatory factors, and estimation methods

机译:农户经济效率:趋势,解释因素和估算方法

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Factors explaining differences in economic efficiency between farms are of major interest to owners, managers, and other stakeholders as they strive to improve earnings and improve the chances of firm survival. This study is undertaken to improve our understanding of interfarm differences in, and opportunities to improve, farm household efficiency in utilizing their land, labor, and capital resources to achieve household objectives. The technical, allocative, and scale efficiencies of farm households are estimated using a nonparametric, output-based data envelopment analysis (DEA) of a panel data set from 1993 to 2006. Single and double bootstrapping procedures are used to estimate technical efficiency. Initial technical efficiency assuming variable returns to scale (TEV) is estimated to be 0.83. Using single bootstrapping, the average bias-corrected TEV estimate is 0.70; using double bootstrapping, the TEV estimate is 0.72. Allocative efficiency is estimated to be 0.81. Scale efficiency is estimated to be 0.93. The only factor that is consistently associated with higher technical efficiency across analysis methods and years is larger farm size (as measured by the log of farm income). The significance of other factors changes with analysis methods.
机译:所有者,管理者和其他利益相关者在努力提高收入和提高企业生存机会时,特别关注解释农场之间经济效率差异的因素。进行这项研究的目的是增进我们对农场间在利用土地,劳动力和资本资源实现家庭目标方面的效率差异的理解,以及改善农场机会的机会。农户的技术效率,分配效率和规模效率是使用1993年至2006年面板数据集的非参数,基于输出的数据包络分析(DEA)进行估算的。使用单引导程序和双引导程序来估算技术效率。假设可变规模收益(TEV),初始技术效率估计为0.83。使用单次自举,偏差校正后的TEV估算值的平均值为0.70;使用双自举,TEV估计为0.72。分配效率估计为0.81。规模效率估计为0.93。在各种分析方法和年份中,始终与更高技术效率保持一致的唯一因素是农场规模更大(以农场收入的对数衡量)。其他因素的重要性随分析方法而变化。

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