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Panel econometric evidence of Chinese agricultural household behavior in the later 1990s: Production efficiency, size effects and human mobility.

机译:1990年代后期中国农业家庭行为的面板计量经济学证据:生产效率,规模效应和人类流动性。

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摘要

The dissertation consists of three essays that analyze production efficiency, size effects and human mobility using a panel of 591 Chinese agricultural households in the later 1990s.; The first essay estimates technical efficiency through the framework of a translog stochastic production frontier with a behavioral inefficiency component. The results reveal a decreasing trend of output elasticities with respect to labor and fertilizer. The marginal effects of inefficiency terms show significant output gains by eliminating land fragmentation, improving access to education in rural area, and promoting specialization and mechanization.; The second essay examines land heterogeneities and the empirical inverse relationship in developing countries between farm size and productivity. When we utilize the egalitarian principle during land allocation in China and use imputed quality constant land rather than actual land area in the regression, the inverse relationship between farm size and productivity disappears. Hence, the strong inverse relationship that some studies have found is undoubtly due to a number of methodological problems, i.e., the failure to account properly for land quality differences.; The third essay analyzes the decision-making of rural Chinese households on whether to allocate efforts exclusively to the family farm, taking off-farm work locally or migrating to another region. We observe statistically significant state dependence between the current period response and past behavior. Simulated probability changes support our hypothesis that the average schooling of household labor and household size play important roles in Chinese farm household job-location decisions.; The dissertation advances several econometric methodologies. We obtain the close form of marginal effects of inefficiency terms in Battese & Coelli (1995) model, as well as their variance estimator. We propose two methods to summarize curvature conditions of flexible functional forms. In the second essay, we apply Hahn-Hausman (2002) test to examine the validity of the instrumental estimation. We derive the Murphy-Topel two-step estimation variance estimator in the linear case. The third essay extends the dynamic discrete choice model of Wooldridge (2002a,b) to trichotomous setting. We use the maximum simulated likelihood estimation to reduce the computation burden in estimating the random effects multinomial logit model.
机译:论文由三篇论文组成,利用1990年代后期的591个中国农业家庭小组分析了生产效率,规模效应和人类流动性。第一篇文章通过具有行为低效率成分的超对数随机生产前沿框架来估算技术效率。结果表明,劳动和肥料方面的产出弹性下降趋势。低效率术语的边际效应通过消除土地分割,改善农村地区的受教育机会以及促进专业化和机械化显示出显着的产出增加。第二篇文章探讨了土地异质性和发展中国家农场规模与生产力之间的经验反比关系。当我们在中国土地分配过程中采用均等原则,并在回归中使用估算的质量恒定土地而不是实际土地面积时,农场规模与生产力之间的反比关系消失了。因此,一些研究发现的强反关系无疑是由于许多方法上的问题,即未能适当考虑土地质量差异。第三篇文章分析了中国农村家庭的决策,即是否专门将精力分配给家庭农场,在当地从事非农工作还是迁移到另一个地区。我们观察到当前周期响应和过去行为之间的统计显着状态依赖关系。模拟的概率变化支持我们的假设,即家庭劳动力的平均受教育程度和家庭规模在中国农场家庭工作位置决定中起着重要作用。本文提出了几种计量经济学方法。我们在Battese&Coelli(1995)模型中获得了效率低下的边际效应的近似形式,以及它们的方差估计量。我们提出两种方法来总结柔性函数形式的曲率条件。在第二篇文章中,我们应用Hahn-Hausman(2002)检验来检验工具估计的有效性。在线性情况下,我们推导了Murphy-Topel两步估计方差估计器。第三篇论文将Wooldridge(2002a,b)的动态离散选择模型扩展到三分法设置。我们使用最大的模拟似然估计来减少估计随机效应多项式logit模型的计算负担。

著录项

  • 作者

    Chen, Zhuo.;

  • 作者单位

    Iowa State University.;

  • 授予单位 Iowa State University.;
  • 学科 Economics General.; Economics Agricultural.
  • 学位 Ph.D.
  • 年度 2004
  • 页码 122 p.
  • 总页数 122
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 经济学;农业经济;
  • 关键词

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