影响拉潘帕省(阿根廷)养蜂场技术效率的关键因素:两阶段DEA方法

E. Angón, Tomás Bragulat, Antón García, A. Giorgis, J. Perea
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引用次数: 5

摘要

本文通过对阿根廷拉潘帕省的案例研究,分析了养蜂人的决策、管理能力和技术采用如何影响阿根廷养蜂业的技术效率。作为养蜂活动中可持续性和充分利用自然资源的指标,TE的评估目前受到越来越多的关注。本研究旨在找出影响拉潘帕省养蜂场技术效率的关键因素。该研究包括了40个养蜂场的样本,并通过投入导向数据包络分析(DEA)模型估计了它们的TE得分。在第二阶段,确定Tobit回归来评估技术效率低下的决定因素。本文发现,大多数养蜂生产单位TE水平较低。只有25%的养蜂场在边境或边境附近生产。Tobit模型显示,婚姻状况、受教育程度、主要家庭收入、信息源使用情况、规划和卫生领域等变量对纯技术效率有正向影响。这些结果被认为对小规模和家庭农场的结构化养蜂系统以及关于养蜂公共项目的政治决策者具有重大意义。亮点:阿根廷是美洲领先的国家,向世界各地出口蜂蜜。基于两阶段分析的DEA方法和Tobit模型是评价畜牧生产系统的有用工具。拉潘帕(阿根廷)的养蜂人在生产边界以下作业,这表明仍有改进的余地。婚姻状况、受教育程度、主要家庭收入、信息源使用情况、规划和卫生领域等变量对技术效率有正向影响。政府应该鼓励养蜂人通过培训项目来提高他们的效率,以简化决策和管理,从而提高生产力。
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Key factors affecting the technical efficiency of bee farms in the province of La Pampa (Argentina): A two-stage DEA approach
This paper analyzes how decision-making, management capacity and technology adoption by beekeepers, affect the technical efficiency (TE) of Argentinean beekeeping through the case study of the province of La Pampa (Argentina). The assessment of TE is currently receiving ever-growing attention as an indicator of sustainability and usage of sufficient natural resources in beekeeping activities. This study aimed to identify the key factors affecting the technical efficiency of bee farms in the province of La Pampa. The study included a sample of 40 bee farms and estimated their TE score through an input-oriented Data Envelopment Analysis (DEA) model. In a second stage, Tobit regression was determined to evaluate the technical inefficiency determinants. This paper found that most beekeeping production units have low TE levels. Only 25 % of bee farms produce either at or close to the frontier. The Tobit model revealed that variables such as marital status, educational level, primary family income, source information usage, planning and health area, affect positively on pure technical efficiency. These results are considered to be of great interest for structured beekeeping systems on small-scale and family farms, as well as for political decision-makers, regarding a public program in apiculture. Highlights: Argentina is the leading country in America, exporting honey worldwide. DEA approach and Tobit model based on a two-stage analysis is a useful tool when evaluating livestock production systems. Bee farmers in La Pampa (Argentina) are operating below the production frontier, which indicates there is still scope for improvement. Variables such as marital status, educational level, primary family income, source information usage, planning and health area, affect positively on technical efficiency. Beekeepers should be encouraged by the government to improve their efficiency through training programs to ease decision-making and management, therefore enhancing productivity.
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