Measuring efficiencies of multi-period and multi-division systems associated with DEA: An application to OECD countries' national innovation systems
文献类型：期刊论文
| 作者 | Kou, Mingting1,2; Chen, Kaihua3; Wang, Shouyang4 ; Shao, Yanmin4
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| 刊名 | EXPERT SYSTEMS WITH APPLICATIONS
 |
| 出版日期 | 2016-03-15 |
| 卷号 | 46页码:494-510 |
| 关键词 | Multi-period and multi-division systems Dynamic network DEA Efficiency measurement and decomposition National innovation systems Innovation efficiency OECD countries |
| ISSN号 | 0957-4174 |
| DOI | 10.1016/j.eswa.2015.10.032 |
| 英文摘要 | The efficiency-oriented performance evaluation of multi-period and multi-division systems (MPMDS) becomes increasingly important for complex investment and management decisions. This paper proposes a new formulation approach for dynamic network DEA (DN-DEA) models based on system thinking to measure and decompose the overall efficiency of MPMDS. The proposed approach is general and maintains the objective property of DEA evaluation, which not only does not need the pre-specified weights to subjectively combine component efficiencies into overall efficiency, but also is applicable to both radial and non-radial measures. More attracting, it presents a weighted average decomposition of the overall efficiency score into component ones by a set of endogenous weight sets which are most favorable for the overall efficiency of the tested entire MPMDS and ensures consistency in the comparison between overall and component efficiency scores. This study makes two contributions to the existing literature. First, it not only makes the structured decision making of MPMDS possible but also helps us realize semi- and non-structural decision making from an expert and intelligent systems point of view. Second, it evaluated the innovation efficiency of OECD countries in the multi-period and multi-division context, which presents an analytical technique and some systemic evidence for national innovation investment decisions in the long run. (C) 2015 Elsevier Ltd. All rights reserved. |
| 资助项目 | National Natural Science Foundation of China[71471170] ; National Natural Science Foundation of China[71103173] ; National Natural Science Foundation of China[71573251] ; China Youth Innovation Promotion Association[2015131] ; Humanities and Social Sciences Planning Project of Ministry of Education[13YJC790062] |
| WOS研究方向 | Computer Science ; Engineering ; Operations Research & Management Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000367112400040 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/21603]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Chen, Kaihua |
| 作者单位 | 1.Shanxi Datong Univ, Sch Business, Datong 037009, Peoples R China 2.Univ Sci & Technol Beijing, Dangling Sch Econ & Management, Beijing 100083, Peoples R China 3.Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Kou, Mingting,Chen, Kaihua,Wang, Shouyang,et al. Measuring efficiencies of multi-period and multi-division systems associated with DEA: An application to OECD countries' national innovation systems[J]. EXPERT SYSTEMS WITH APPLICATIONS,2016,46:494-510. |
| APA | Kou, Mingting,Chen, Kaihua,Wang, Shouyang,&Shao, Yanmin.(2016).Measuring efficiencies of multi-period and multi-division systems associated with DEA: An application to OECD countries' national innovation systems.EXPERT SYSTEMS WITH APPLICATIONS,46,494-510. |
| MLA | Kou, Mingting,et al."Measuring efficiencies of multi-period and multi-division systems associated with DEA: An application to OECD countries' national innovation systems".EXPERT SYSTEMS WITH APPLICATIONS 46(2016):494-510. |
入库方式： OAI收割
来源：数学与系统科学研究院
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