The Inverse Farm Size Productivity Relationship: Some New Evidence From Sub-Sahara African Countries

S. Savastano, P. Scandizzo
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Abstract

The inverse farm size productivity relationship (IR) for short implies that diseconomies of scale characterize agriculture systems for several possible reasons, including the failure of land and labor markets to equalize production efficiency across farm size distribution. From the policy perspective in turn, should smallholders be found to be more efficient, policies to facilitate the redistribution of land from large towards the small farms would be justified not only on equity but also on efficiency grounds. While many consider IR as a “stylized fact” of rural development and a guiding principle of the major land reform in the former Soviet Union, and the Eastern European countries, others find it difficult to accept without further questions for several reasons. These include the fact that in most empirical studies IR appears as smooth tendency for land productivity to decline with farm size and thus is not limited to a different pattern of resource uses between large and small farms. While different reservation wages could account for family versus non-family farms, this would not explain why land productivity appears to decline within small family farms as well. Some empirical evidence also suggests that land quality and farm size are inversely correlated, so that ignoring this relation may be the cause of a basic specification error. Finally, several studies have indicated that total factor productivity does not show any negative correlation with farm size. In this paper, we investigate the relationship between productivity and farm size from the point of view of the option value of land and its relation with management quality and efficiency. We use LSMSISA national representative datasets of five sub-Saharan African countries, which provide standardized location details of sampled communities allowing the data to be linked to any other geo-referenced data . We are thus able to control for many exogenous common and comparative geo-spatial measures of land quality, infrastructure and access to markets, climate conditions, soil and topography. We also use an estimation strategy, based on quantile regressions at the household level, that allows us to test IR existence and verify signs’ switches across the entire distribution of farm size, and between countries located in different agro-ecological zones. Our findings indicate that, as suggested by a model combining land option values and farm size related management quality, while IR may be important for certain ranges of farm efficiency and size, it is by no mean an ubiquitous characteristic of agriculture. Whether the relationship between productivity and size is positive or negative may thus depend crucially on other factors, including soil quality, agro-economic zones, and the efficiency of farm management.
农场规模与生产力的反比关系:来自撒哈拉以南非洲国家的一些新证据
逆农场规模生产力关系(IR)的简称意味着规模不经济特征农业系统有几个可能的原因,包括土地和劳动力市场的失败均衡生产效率的农场规模分布。反过来,从政策的角度来看,如果发现小农更有效率,那么促进将土地从大农场重新分配给小农场的政策不仅从公平的角度而且从效率的角度来看都是合理的。虽然许多人认为IR是农村发展的“程式化事实”,是前苏联和东欧国家主要土地改革的指导原则,但其他人认为,由于几个原因,它很难不进一步质疑地接受。其中包括这样一个事实,即在大多数实证研究中,IR似乎是土地生产力随农场规模而下降的平稳趋势,因此不限于大型农场和小型农场之间不同的资源使用模式。虽然不同的保留工资可以解释家庭农场与非家庭农场的差异,但这并不能解释为什么小型家庭农场的土地生产率也会下降。一些经验证据还表明,土地质量和农场规模呈负相关,因此忽略这种关系可能是导致基本规格错误的原因。最后,一些研究表明,全要素生产率与农场规模没有负相关关系。本文从土地期权价值及其与经营质量和效率的关系的角度,探讨了农业生产效率与农场规模的关系。我们使用了五个撒哈拉以南非洲国家的LSMSISA国家代表性数据集,这些数据集提供了采样社区的标准化位置细节,允许数据与任何其他地理参考数据相关联。因此,我们能够控制土地质量、基础设施和市场准入、气候条件、土壤和地形等许多外生的共同和比较地理空间措施。我们还使用了一种基于家庭层面分位数回归的估计策略,该策略使我们能够测试IR的存在,并验证整个农场规模分布以及位于不同农业生态区的国家之间的信号转换。我们的研究结果表明,正如结合土地选择权价值和农场规模相关管理质量的模型所表明的那样,虽然IR可能对农场效率和规模的某些范围很重要,但它绝不是农业的普遍特征。因此,生产力与规模之间的关系是正的还是负的,可能在很大程度上取决于其他因素,包括土壤质量、农业经济区和农场管理效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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