ZHOU Yanhong,WANG Yiru,HE Dan,et al.Analysis of Agricultural Production Efficiency Measurement in Three Northeast Provinces Based on Super Efficiency DEA Model and Malmquist Index[J].Northern Horticulture,2022,(03):145-151.[doi:10.11937/bfyy.20213315]
基于超效率DEA模型及Malmquist指数的东北三省农业生产效率测度分析
- Title:
- Analysis of Agricultural Production Efficiency Measurement in Three Northeast Provinces Based on Super Efficiency DEA Model and Malmquist Index
- 关键词:
- 东北三省; 农业生产效率; 超效率DEA模型; Malmquist指数
- Keywords:
- Northeast China; agricultural production efficiency; super efficiency DEA model; Malmquist index
- 文献标志码:
- A
- 摘要:
- 采用超效率DEA模型以及Malmquist指数，分别基于投入导向以及产出导向对2003—2018年东北三省的农业生产效率进行分析。结果表明：基于投入导向，吉林省和辽宁省实现DEA有效，具有较高的资源利用率，而黑龙江省未实现DEA有效，对农业资源的利用还有提升空间；基于产出导向，东北三省均实现DEA有效，均重视将农业资源生产最大化；同时东北地区的全要素生产率年均增长率为3.8%，其中技术进步指数较高，表明农业全要素生产率的提高主要得益于农业技术的进步。
- Abstract:
- Using super-efficiency DEA model and Malmquist index,the agricultural production efficiency of the Northeast China from 2003 to 2018 based on input orientation and output orientation respectively were analyzed.The results showed that based on the input orientation,Jilin Province and Liaoning Province achieved DEA efficiency and had a high resource utilization rate,while Heilongjiang Province didn′t achieve DEA efficiency,and there was room for improvement in the utilization of agricultural resources.Based on output orientation,the Northeast China all realized effective DEA and paid attention to maximize the production of agricultural resources.At the same time,the average annual growth rate of total factor productivity in Northeast China was 3.8%,among which the technological progress index was higher,indicating that the improvement of agricultural total factor productivity was mainly due to the progress of agricultural technology.
参考文献/References:
[1]刘继为,李雪飞,高鹏怀,等.基于DEA模型的河北省农业生产效率及影响因素研究[J].东北农业科学,2020,45(3):86-91,107.[2]李映强,李之凤,杨婕妤.基于DEA模型对甘肃省农业生产效率评价[J].生产力研究,2020(2):48-51.[3]王鑫磊,黄东.基于DEA-Malmquist模型的贵州农业生产效率分析[J].贵州农业科学,2019,47(8):146-149.[4]侯琳,冯继红.基于超效率DEA和Malmquist指数的中国农业生产效率分析[J].河南农业大学学报,2019,53(2):316-324.[5]成刚.数据包络分析方法与MaxDEA软件[M].北京:知识产权出版社,2014.[6]BANKER R D,GIFFORD J L.A relative efficiency model for the evaluation of public health nurse productivity[D].Pittsburgh:Carnegie Mellon University,1988.[7]ANDERSEN P,PETERSEN N C.A procedure for ranking efficient units in data envelopment analysis[J].Management Science,1993(39):1261-1264.[8]谭忠昕,郭翔宇.基于超效率DEA方法的中国粮食生产效率评价分析[J].农业现代化研究,2019,40(3):431-440.[9]MALMQUIST S.Index numbers and indifference surfaces[J].Trabajos De estadistica,1953,4(2):209-242.[10]CAVES D W,CHRISTENSEN L R,DIEWERT W E.The economic theory of index numbers and the measurement of input,output,and productivity[J].Econometrica,1982(50):1393-1414.[11]马海良,黄德春,姚惠泽.中国三大经济区域全要素能源效率研究:基于超效率DEA模型和Malmquist指数[J].中国人口·资源与环境,2011,21(11):38-43.[12]赵鲲.中国农村土地规模经营模式研究[D].北京:中国社会科学院,2013.[13]任佳敏,张琦.农业现代化与农业经济发展互动关系[J].北方园艺,2018(9):194-198.[14]董明涛.我国农业科技创新资源的配置效率及影响因素研究[J].华东经济管理,2014,28(2):5358.[15]曹壮,余康.农业结构调整对农业全要素生产率增长的影响效应[J].浙江农林大学学报,2020,37(2):357-365.[16]王德召,梁成艾,黄玖琴.西部农村劳动力就业创业问题研究综述[J].中国成人教育,2014(12):156-160.
相似文献/References:
[1]王相刚,张腾霄,王斌.浅析东北三省食用菌产业的发展及格局变迁[J].北方园艺,2012,36(09):195.
WANG Xiang-gang,ZHANG Teng-xiao,WANG Bin.Analysis of the Development of Edible Fungi Industry and Its Situation’s Vicissitude of Three Provinces in Northeast China[J].Northern Horticulture,2012,36(03):195.
[2]崔宁波,张正岩.基于超效率DEA模型和Malmquist指数的黑龙江省农业生产效率测度[J].北方园艺,2017,41(22):192.[doi:10.11937/bfyy.20171597]
CUI Ningbo,ZHANG Zhengyan.Estimation of Agricultural Production Efficiency in Heilongjiang Province Based on Super-efficiency DEA Model and Malmquist Index[J].Northern Horticulture,2017,41(03):192.[doi:10.11937/bfyy.20171597]
[3]王刚毅,刘杰.东北地区农业生产效率测度及影响因素[J].北方园艺,2018,42(15):192.[doi:10.11937/bfyy.20174595]
WANG Gangyi,LIU Jie.Measurement of Agricultural Production Efficiency and Its Influencing Factors in Northeast China[J].Northern Horticulture,2018,42(03):192.[doi:10.11937/bfyy.20174595]
[4]刘战伟.政府干预、市场化进程与农业生产效率[J].北方园艺,2019,43(15):148.[doi:10.11937/bfyy.20183420]
LIU Zhanwei.Government Intervention,Marketization Process and Agricultural Production Efficiency[J].Northern Horticulture,2019,43(03):148.[doi:10.11937/bfyy.20183420]
[5]陈志英,易俊辰,崔宁波,等.区域“两型”农业与农业生产效率的协调发展研究[J].北方园艺,2022,(07):133.[doi:10.11937/bfyy.20213770]
CHEN Zhiying,YI Junchen,CUI Ningbo,et al.Research on the Coordinated Development of Regional ‘Two-type’ Agriculture and Agricultural Production Efficiency[J].Northern Horticulture,2022,(03):133.[doi:10.11937/bfyy.20213770]
[6]周博,钱巍.东北三省露地白菜种植收益影响因素贡献率的比较分析[J].北方园艺,2022,(10):144.[doi:10.11937/bfyy.20214945]
ZHOU Bo,QIAN Wei.Comparative Analysis on the Contribution Rate of Influencing Factors of Open Field Cabbage Planting Income in Three Provinces of Northeast China[J].Northern Horticulture,2022,(03):144.[doi:10.11937/bfyy.20214945]
[7]洪名勇,龙娇,卓雯君.我国农业生产效率及时空特征探析[J].北方园艺,2023,(02):135.[doi:10.11937/bfyy.20221562]
HONG Mingyong,LONG Jiao,ZHUO Wenjun.Analysis of Agricultural Production Efficiency and Its Time-space Characteristics in China[J].Northern Horticulture,2023,(03):135.[doi:10.11937/bfyy.20221562]
备注/Memo
第一作者简介：周妍宏（1998-），女，硕士研究生，研究方向为农业环境与生物质综合利用。E-mail:2110447789@qq.com.责任作者：金明姬（1977-），女，博士，教授，现主要从事环境科学等研究工作。E-mail:jinmingji@ybu.edu.cn.基金项目：吉林省教育厅资助项目（JJKH20210571KJ)。收稿日期：2021-08-16