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Measuring Technical Efficiency in Rice Productivity Using Data Envelopment Analysis

机译:使用数据包络分析测量水稻生产力的技术效率

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The study has made an attempt to measure technical efficiency (TE) in rice productivity in Odisha during the period of 2011–13. An input-oriented data envelopment analysis (DEA) has estimated the average TE score at 79.10 per cent, indicating overuse of critical input resources to the tune of 20.90 per cent. The model found seed and fertilizers use can be reduced to the extent of 4.14 kg/ha and 26.58 kg/ha, respectively, without affecting the current productivity. Malmquist Index analysis for panel data on TE change indicates regress in efficiency for 14 districts, progress for 13 districts and no change for 3 districts. Nevertheless, the mean value of TE change over the study period was found to be 1, pointing neither progress nor regress in input resource utilization. The observed technical inefficiencies in resource use may be attributed to four important factors: (a) very small-sized operational land holding; (b) better off-farm income-generating activities and fluctuations of agricultural product prices; (c) traditional mindset of older farmers; and (d) low degree of involvement of farmers with the cooperative bodies. The DEA results suggest need for adoption of more efficient resource management practices in the state’s rice cultivation scenario.
机译:该研究在2011-13期间试图测量Otisha的水稻生产力的技术效率(TE)。以输入为导向的数据包络分析(DEA)估计平均TE得分为79.10%,表明将关键投入资源过度利用20.90%。该模型发现种子和肥料可分别降低到4.14kg / ha和26.58 kg / ha的程度,而不会影响电流生产率。关于TE变化的面板数据的MalmQuist指数分析表明,14个地区的效率的回归,13个地区的进展,3个地区没有变化。尽管如此,发现研究时期的TE变化的平均值为1,指向输入资源利用率的进度也不是出现。所观察到的资源使用的技术效率可能归因于四个重要因素:(a)非常小的运营土地控股; (b)更好的农业收入产生活动和农产品价格波动; (c)老农民的传统心态; (d)农民与合作机构的低程度。 DEA结果建议采用国家水稻培养场景中更有效的资源管理实践。

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