湖北农业科学 ›› 2020, Vol. 59 ›› Issue (5): 165-168.doi: 10.14088/j.cnki.issn0439-8114.2020.05.032

• 经济·管理 • 上一篇    下一篇

基于DEA-Tobit模型的新疆农业科技创新效率及其影响因素研究

何凤林, 吴正平   

  1. 新疆农业大学管理学院,乌鲁木齐 830052
  • 修回日期:2019-12-19 出版日期:2020-03-10 发布日期:2020-06-05
  • 作者简介:何凤林(1994-),女,河南商丘人,在读硕士研究生,主要研究方向为农村发展,(电话)13579979613(电子信箱)2234623565@qq.com。

Study on the innovation efficiency and influencing factors of agricultural science and technology in Xinjiang based on DEA-Tobi model

HE Feng-lin, WU Zheng-ping   

  1. School of Management, Xinjiang Agricultural University,Urumqi 830052,China
  • Revised:2019-12-19 Online:2020-03-10 Published:2020-06-05

摘要: 以2007—2017年的数据为基础,首先利用数据包络分析法(DEA)建立模型,评价分析了新疆农业科技创新综合效率,将综合效率分解为纯技术效率和规模效率,探讨新疆农业科技创新的使用程度和支出规模情况。在此基础上,构建了受限因变量随机效应Tobit模型,将新疆农业科技创新规模效率的结果作为被解释变量,解释变量取农业技术市场年成交额、农业R&D经费投入、农业科技人员数、农业机械化总动力、获得农业专利授权数、化肥施用量、发表农业科技论文和农业总产值的实际观测值,运用Tobit模型进行影响因素计算,并对影响程度进行分析。在实证结果的基础上,结合新疆农业科技创新发展实际情况,提出了提升新疆农业科技创新效率的针对性建议。

关键词: 农业科技, 创新效率, DEA-Tobit模型, 规模效率

Abstract: : Based on the data from 2007 to 2017, a model was established by using the DEA method to evaluate and analyze the comprehensive efficiency of agricultural science and technology innovation in Xinjiang, the integrated efficiency was decomposed into pure technical efficiency and scale efficiency, the utilization degree and expenditure scale of agricultural science and technology innovation in Xinjiang in each year were discussed. On this basis,a limited dependent variable random effect tobit model was built, the scale of Xinjiang agricultural science and technology innovation efficiency was as explained variables. The explanatory variable took in the actual observation of agricultural technology market turnover, agricultural R&D funds investment, agricultural technical personnel number, total power of agricultural mechanization, agricultural patent authorized number,fertilizer application, agricultural science and technology papers published and the total value of farm output. Tobit model was used to calculate the influencing factors and to analyze the influence degree.On the basis of the empirical results, according to the actual situation,some suggestions on the efficiency of agricultural science and technology innovation in Xinjiang were put forward.

Key words: agricultural science and technology, innovation efficiency, DEA-Tobit model, the scale efficiency

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