期刊
MATHEMATICAL AND COMPUTER MODELLING
卷 54, 期 11-12, 页码 2760-2771出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.mcm.2011.06.064
关键词
Data envelopment analysis; Malmquist productivity index; Double frontiers data envelopment analysis; Productivity analysis; Chinese industrial economy
类别
资金
- National Natural Science Foundation of China (NSFC) [70771027, 70925004]
This paper proposes a new approach to measuring Malmquist productivity index (MPI) by using both optimistic and pessimistic data envelopment analyses (DEA) simultaneously, which we refer to as the double frontiers data envelopment analysis (DFDEA). The MPIs measured from the two different DEA points of view are geometrically averaged to generate an integrated MPI, which we refer to as the DFDEA-based MPI. This DFDEA-based MPI reflects the productivity changes of decision making units (DMUs) over time more truly and more comprehensively than the traditional optimistic DEA-based MPI. The proposed new approach is tested with a numerical example and applied to the productivity analysis of the industrial economy of China. (C) 2011 Elsevier Ltd. All rights reserved.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据