How to allocate multi-period research resources? Centralized resource allocation for public universities in China using a parallel DEA-based approach

doi:10.1016/j.seps.2022.101317

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	How to allocate multi-period research resources? Centralized resource allocation for public universities in China using a parallel DEA-based approach
	Xiong, Xi ; Yang, Guo-liang; Yang, Guo-liang; Zhou, De-qun ; Wang, Zi-long
发表期刊	SOCIO-ECONOMIC PLANNING SCIENCES
关键词	Centralized resource allocation Multi-period resources Data envelopment analysis Public universities
摘要	In many real scenarios, all decision-making units (DMUs) fall under the umbrella of a central unit, such as banks, supermarkets and public universities, that has the power to supervise and control them. In such centralized decision-making circumstances, how to allocate fixed resources across DMUs when there is competition for resources has always been an important problem for managers. Data envelopment analysis (DEA) offers a new performance-based solution to resource allocation issues. In this paper, we propose a parallel DEA-based approach to reallocate multi-period resources among all DMUs by treating individual periods (e.g., years) as divisions operating at the parallel level. To balance the goals of the organization and the individual preferences of each DMU in resource allocation, we introduce the concept of cross-efficiency. Hence, we combined the operations of individual periods and the concept of cross-efficiency in one method simultaneously. Such allocations for multi-period resources are more acceptable by both the central manager and the evaluated DMUs. Finally, we assessed the R&D performance of each one of the 61 public universities in China and reallocated government funding resources among them.
	2022
卷号	82
ISSN	0038-0121
文章类型	Article
DOI	10.1016/j.seps.2022.101317
关键词[WOS]	DATA ENVELOPMENT ANALYSIS ; EFFICIENCY DECOMPOSITION ; FIXED COST ; PERFORMANCE ; REALLOCATION ; SYSTEM ; MODEL
语种	英语
WOS研究方向	Business & Economics ; Operations Research & Management Science
WOS类目	Economics ; Management ; Operations Research & Management Science
WOS记录号	WOS:000820154800004
引用统计
文献类型	期刊论文
条目标识符	http://ir.casisd.cn/handle/190111/12047
专题	科技发展战略研究所
作者单位	1.[Xiong, Xi 2.Zhou, De-qun 3.Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 211106, Peoples R China 4.Chinese Acad Sci, Inst Sci & Dev, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Xiong, Xi,Yang, Guo-liang,Yang, Guo-liang,et al. How to allocate multi-period research resources? Centralized resource allocation for public universities in China using a parallel DEA-based approach[J]. SOCIO-ECONOMIC PLANNING SCIENCES,2022,82.
APA	Xiong, Xi,Yang, Guo-liang,Yang, Guo-liang,Zhou, De-qun,&Wang, Zi-long.(2022).How to allocate multi-period research resources? Centralized resource allocation for public universities in China using a parallel DEA-based approach.SOCIO-ECONOMIC PLANNING SCIENCES,82.
MLA	Xiong, Xi,et al."How to allocate multi-period research resources? Centralized resource allocation for public universities in China using a parallel DEA-based approach".SOCIO-ECONOMIC PLANNING SCIENCES 82(2022).