Two-level DEA approaches in research evaluation
Meng, W; Zhang, DQ; Qi, L; Liu, WB
发表期刊OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
关键词Hierarchical Structures Discrimination Power Dea Research Evaluation
摘要It is well known that the discrimination power of data envelopment analysis (DEA) models will be much weakened if too many input or output indicators are used. It is a dilemma if decision makers wish to select comprehensive indicators, which often have some hierarchical structures, to present a relatively holistic evaluation using DEA. In this paper we show that it is possible to develop DEA models that utilize hierarchical structures of input-output data so that they are able to handle quite large numbers of inputs and outputs. We present two approaches in a pilot evaluation of 15 institutes for basic research in the Chinese Academy of Sciences using the DEA models. (C) 2008 Elsevier Ltd. All rights reserved.
2008
卷号36期号:6页码:8,950-957
ISSN0305-0483
学科领域Management ; Operations Research & Management Science
收录类别SCI
语种英语
WOS记录号WOS:000255311800004
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被引频次:56[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.casisd.cn/handle/190111/4699
专题中国科学院科技政策与管理科学研究所(1985年6月-2015年12月)
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Meng, W,Zhang, DQ,Qi, L,et al. Two-level DEA approaches in research evaluation[J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE,2008,36(6):8,950-957.
APA Meng, W,Zhang, DQ,Qi, L,&Liu, WB.(2008).Two-level DEA approaches in research evaluation.OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE,36(6),8,950-957.
MLA Meng, W,et al."Two-level DEA approaches in research evaluation".OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE 36.6(2008):8,950-957.
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