HONG Mingyong,LONG Jiao,ZHUO Wenjun.Analysis of Agricultural Production Efficiency and Its Time-space Characteristics in China[J].Northern Horticulture,2023,(02):135-144.[doi:10.11937/bfyy.20221562]
我国农业生产效率及时空特征探析
- Title:
- Analysis of Agricultural Production Efficiency and Its Time-space Characteristics in China
- Keywords:
- agricultural production efficiency; three stage DEA; cluster analysis; spatiotemporal characteristics
- 文献标志码:
- A
- 摘要:
- 使用2008—2018年省际面板数据，结合三阶段DEA模型和聚类分析方法对我国农业生产效率及时空特征进行探析。结果表明：1）总体来看，人均GDP增长对农业生产效率的提高有促进作用，受灾面积和财政对农业的支持力度的增加对农业生产效率的提高有阻碍作用。2）我国农业生产效率均值呈现明显的时间波动趋势；东北部农业生产效率均值最高，其次是东部和中部，西部最低，整体上农业生产效率高效区由东北部、东部向中西部地区转移。因此，我国农业生产要提高各省农业抵御自然灾害的能力，完善农业相关保险体系，使得农业生产能够得到有效保障，降低灾害带来的各种损失；转变农业生产方式，改善农业生产基础环境，大力发展现代农业，减少投入要素冗余；保证惠农政策落到实处，因地制宜，提高农民生产积极性，保证农民增收、农业增效。
- Abstract:
- Using the inter provincial panel data from 2008 to 2018,combined with the three-stage DEA model and cluster analysis method,the agricultural production efficiency and space-time characteristics in China were analyzed.The results showed that,1) on the whole,per capita GDP promoted the improvement of agricultural production efficiency,while the affected area and financial support for agriculture hindered the improvement of agricultural production efficiency.2) The average value of China′s agricultural production efficiency showed an obvious trend of time fluctuation.The average value of agricultural production efficiency in the northeast was the highest,followed by the east and the middle,and the west was the lowest.On the whole,the agricultural production efficiency efficient area was transferred from the northeast and the east to the central and western regions.Therefore,China′s agricultural production should improve the ability of each province′s agriculture to resist natural disasters,improve the agricultural related insurance system,so that agricultural production can be effectively guaranteed,and reduce various losses caused by disasters.Change the agricultural production mode,improve the basic environment of agricultural production,vigorously develop modern agriculture,and reduce the redundancy of input factors.We will ensure that the policy of benefiting farmers is implemented,adjust measures to local conditions,improve farmers′ enthusiasm for production,and ensure that farmers′ income and agricultural efficiency are increased.
参考文献/References:
[1]FARRELL M.The measurement of productive efficiency[J].Journal of the Royal Statistical Society:Series A (General),1957,120(3):253-281.[2]MOLL P.The intercountry agricultural production function and productivity differences among countries:Comment[J].Journal of Development Economics,1988,28(1):121-124.[3]OZKAN B,AKCAOZ H,FERT C.Energy input-output analysis in Turkish agriculture[J].Renewable Energy,2004,29(1):39-51.[4]RESTUCCIA D,YANG D T,ZHU X.Agriculture and aggregate productivity:A quantitative cross-country analysis[J].Journal of Monetary Economics,2008,55(2):234-250.[5]MOHAMMADI A,RAFIEE S,MOHTASEBI S S,et al.Energy inputs-yield relationship and cost analysis of kiwifruit production in Iran[J].Renewable Energy,2010,35(5):1071-1075.[6]CHEN S E,BHAGOWALIA P,SHIVELY G.Input choices in agriculture:Is there a gender bias?〖KG-*3〗[J].World Development,2011,39(4):561-568.[7]李周,于法稳.西部地区农业生产效率的DEA分析[J].中国农村观察,2005(6):2-10,81.[8]贺志亮,刘成玉.我国农业生产效率及效率影响因素研究:基于DEA模型的实证分析[J].农村经济,2015(6)：48-51.[9]王斌.四川省农业全要素生产率的评价与分析[J].统计与决策,2015(6):146-148.[10]马凤才,郭喜伟,陈璐.基于DEA模型的辽宁省农业生产效率分析[J].农业经济,2019(4):15-17.[11]颜聪聪,车斌.基于DEA的新疆区域种植业生产效率研究[J].地域研究与开发,2019,38(4)147-152.[12]姚晓洁,童亮,李久林.基于DEA的传统农耕地区农业生产效率测度:以皖北为例[J].中国农业资源与区划,2020,41(11):9.[13]FRIED H O,LOVELL C A K,SCHMIDT S S,et al.Accounting for environmental effects and statistical noise in data envelopment analysis[J].Journal of Productivity Analysis,2002,17(1):157-174.[14]任世鑫．基于超效率 DEA 的中原经济区农业生产效率研究[J].华中师范大学学报(自然科学版),2016,50(2):282-287.[15]郭军华,李帮义.中国区域农业生产效率动态变化的实证分析:基于1985-2007年省际面板数据[J]运筹与管理,2011,20(1):111-117,127.[16]郭军华,倪明,李帮义.基于三阶段DEA模型的农业生产效率研究[J].数量经济技术经济研究,2010,27(12)：27-38.
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备注/Memo
第一作者简介：洪名勇（1965-），男，博士，教授，博士生导师，现主要从事制度经济学、农村经济及区域经济等研究工作。E-mail:hongmingyong@163.com.基金项目：教育部新农科研究与改革实践资助项目。收稿日期：2022-04-17