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考虑非期望产出的两阶段DEA模型及其在银行效率评价中的应用
作者姓名:胡晓燕  程希骏  马利军
作者单位:1. 中国科学技术大学管理学院, 合肥 230026; 2. 中国科学技术大学统计与金融系, 合肥 230026; 3. 深圳大学管理学院, 广东 深圳 518060
基金项目:国家自然科学基金(71001073, 71271182)和中国科学院知识创新工程重要方向项目(KJCX3-SYW-S02)资助 
摘    要:提出一种考虑非期望产出的两阶段DEA模型,并应用于中国26家商业银行的效率评价.结果显示,新模型能够更好地评价银行的投入/产出结构,并指出改进的方向,且模型评价结果在不同规模收益假设下具有一定的稳定性.

关 键 词:商业银行效率    DEA    两阶段系统    非期望产出
收稿时间:2012-04-28
修稿时间:2012-12-31

Efficiency evaluation of commercial banks based on two-stage DEA model considering undesirable outputs
Authors:HU Xiao-Yan  CHENG Xi-Jun  MA Li-Jun
Institution:1. School of Management, University of Science and Technology of China, Hefei 230026, China; 2. Department of Statistic and Finance, University of Science and Technology of China, Hefei 230026, China; 3. College of Management, Shenzhen University, Shenzhen 518060, Guangdong, China
Abstract:We propose a novel two-stage DEA model, which considers undesirable factors, to evaluate efficiencies of 26 commercial banks in China. The results indicate that the proposed DEA approach is helpful in evaluating the inputs/outputs structure and directs the system efficiency improvement for commercial banks. The results are shown to be steady under different return to scale assumptions.
Keywords:commercial banks efficiency                                                                                                                        DEA                                                                                                                        two-stage system                                                                                                                        undesirable outputs
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