Data envelopment analysis, operational research and uncertainty

被引：106

作者：

Dyson, R. G. ^{[1
]}

Shale, E. A. ^{[1
]}

机构：

[1] Univ Warwick, Warwick Business Sch, Coventry CV4 7AL, W Midlands, England

来源：

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY | 2010年 / 61卷 / 01期

关键词：

data envelopment analysis; uncertainty; Monte Carlo simulation; NONPARAMETRIC FRONTIER MODELS; IMPRECISE DATA; EFFICIENCY; DEA; IDEA;

D O I：

10.1057/jors.2009.145

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

This paper discusses a number of applications of data envelopment analysis and the nature of uncertainty in those applications. It then reviews the key approaches to handling uncertainty in data envelopment analysis (DEA) (imprecise DEA, bootstrapping, Monte Carlo simulation and chance constrained DEA) and considers their suitability for modelling the applications. The paper concludes with suggestions about the challenges facing an operational research analyst in applying DEA in real-world situations. Journal of the Operational Research Society (2010) 61, 25-34. doi:10.1057/jors.2009.145

引用

页码：25 / 34

页数：10

共 35 条

[1] FUTURE OF OPERATIONAL-RESEARCH IS PAST [J].

ACKOFF, RL .

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1979, 30 (02) :93-104

[2]

Aigner D., 1977, J. Econ., V6, P21, DOI [DOI 10.1016/0304-4076(77)90052-5, 10.1016/0304-4076(77)90052-5]

[3] Exploring the use of DEA for formative evaluation in primary diabetes care: An application to compare English practices [J].

Amado, C. A. F. ;

Dyson, R. G. .

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2009, 60 (11) :1469-1482

[4]

Athanassopoulos AD., 1997, Education Economics, V5, P117, DOI [DOI 10.1080/09645299700000011, 10.1080/09645299700000011]

[5]

BANKER R, 1987, APPL MODERN PRODUCTI, P33

[6] EVALUATING SERVICE ENCOUNTERS - THE EFFECTS OF PHYSICAL SURROUNDINGS AND EMPLOYEE RESPONSES [J].

BITNER, MJ .

JOURNAL OF MARKETING, 1990, 54 (02) :69-82

[7]

Blackett P.M. S., 1950, Operational Research Quarterly, V1, P3

[8] EVALUATING PROGRAM AND MANAGERIAL EFFICIENCY - AN APPLICATION OF DATA ENVELOPMENT ANALYSIS TO PROGRAM FOLLOW THROUGH [J].

CHARNES, A ;

COOPER, WW ;

RHODES, E .

MANAGEMENT SCIENCE, 1981, 27 (06) :668-697

[9] MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].

CHARNES, A ;

COOPER, WW ;

RHODES, E .

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444

[10] Satisficing DEA models under chance constraints [J].

Cooper, WW ;

Huang, ZM ;

Li, SX .

ANNALS OF OPERATIONS RESEARCH, 1996, 66 :279-295

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