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两阶段DEA分析框架下的环境效率测度与分解
引用本文:陈磊,王应明,王亮.两阶段DEA分析框架下的环境效率测度与分解[J].系统工程理论与实践,2016,36(3):642-649.
作者姓名:陈磊  王应明  王亮
作者单位:福州大学 经济与管理学院, 福州 350116
基金项目:国家自然科学基金(71371053);高等学校博士学科点专项科研基金(20123514110012);福建省自然科学基金(2014J01264);教育部人文社会科学研究青年项目(14YJC630056)
摘    要:本文根据传统CCR模型和两阶段DEA模型进行环境效率评价时所存在的问题,针对兼具复杂内部结构和非期望要素的生产系统,提出基于合作博弈的两阶段模型,用以评价该系统的环境效率.随后,构建基于协调效率最优的效率分解方法,客观地解决了两阶段DEA模型最优解不唯一的问题,有效衡量两个子系统各自的效率与它们之间的协调度,并从更深的层面挖掘影响生产系统环境效率的因素,为推进经济发展与环境保护协同共进提供有力工具.最后,通过对中国各地区工业生产系统水环境效率的评价来验证模型的合理性与有效性.

关 键 词:两阶段DEA模型  合作博弈  环境效率  效率分解  非期望产出  
收稿时间:2014-09-22

Eco-efficiency measurement and decomposition in the two-stage DEA analysis framework
CHEN Lei,WANG Yingming,WANG Liang.Eco-efficiency measurement and decomposition in the two-stage DEA analysis framework[J].Systems Engineering —Theory & Practice,2016,36(3):642-649.
Authors:CHEN Lei  WANG Yingming  WANG Liang
Institution:School of Economics & Management, Fuzhou University, Fuzhou 350116, China
Abstract:According to the problem of traditional CCR model and two-stage DEA model in eco-efficiency measurement, this paper proposes a new two-stage model based on cooperative game, and applies to evaluate eco-efficiency of production system, which has complicated internal structure and undesirable outputs. Then, this paper constructs an efficiency decomposition model based on optimal coordination efficiency to solve the problem that subsystem efficiency may not be only, and finds the influencing factors of efficiency from a deeper level, in order to promote two subsystems common development. Finally, an empirical case about water eco-efficiency of regional industrial system in China is introduced to verify the rationality and validity of the model in this paper.
Keywords:two-stage DEA model  cooperation game  eco-efficiency  efficiency decomposition  undesirable outputs
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