Pitfalls and protocols in DEA

被引：1038

作者：

Dyson, RG ^{[1
]}

Allen, R

Camanho, AS

Podinovski, VV

Sarrico, CS

Shale, EA

机构：

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

[2] Fac Engn Porto, Seccao Gestao & Engn Ind, DEMEGI, P-4050123 Porto, Portugal

来源：

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH | 2001年 / 132卷 / 02期

关键词：

data envelopment analysis; methodology; performance;

D O I：

10.1016/S0377-2217(00)00149-1

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

The practical application of data envelopment analysis (DEA) presents a range of procedural issues to be examined and resolved including those relating to the homogeneity of the units under assessment, the input/output set selected, the measurement of those selected variables and the weights attributed to them. Each of these issues can present difficulties in practice. The purpose of this paper is to highlight some of the pitfalls that have been identified in application papers under each of these headings and to suggest protocols to avoid the pitfalls and guide the application of the methodology. © 2001 Elsevier Science B.V.

引用

页码：245 / 259

页数：15

共 32 条

[1] Weights restrictions and value judgements in data envelopment analysis: Evolution, development and future directions [J].

Allen, R ;

Athanassopoulos, A ;

Dyson, RG ;

Thanassoulis, E .

ANNALS OF OPERATIONS RESEARCH, 1997, 73 (0) :13-34

[2]

ATHANASSOPOULOS AD, 1995, J OPER RES SOC, V46, P20

[3] THE USE OF CATEGORICAL VARIABLES IN DATA ENVELOPMENT ANALYSIS [J].

BANKER, RD ;

MOREY, RC .

MANAGEMENT SCIENCE, 1986, 32 (12) :1613-1627

[4] Hypothesis tests using data envelopment analysis [J].

Banker, RD .

JOURNAL OF PRODUCTIVITY ANALYSIS, 1996, 7 (2-3) :139-159

[5] SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS [J].

BANKER, RD ;

CHARNES, A ;

COOPER, WW .

MANAGEMENT SCIENCE, 1984, 30 (09) :1078-1092

[6]

BARR R, 1994, PEELING DEA ONION LA

[7] APPLIED DATA ENVELOPMENT ANALYSIS [J].

BOUSSOFIANE, A ;

DYSON, RG ;

THANASSOULIS, E .

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 52 (01) :1-15

[8] CONE RATIO DATA ENVELOPMENT ANALYSIS AND MULTI-OBJECTIVE PROGRAMMING [J].

CHARNES, A ;

COOPER, WW ;

WEI, QL ;

HUANG, ZM .

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1989, 20 (07) :1099-1118

[9] POLYHEDRAL CONE-RATIO DEA MODELS WITH AN ILLUSTRATIVE APPLICATION TO LARGE COMMERCIAL-BANKS [J].

CHARNES, A ;

COOPER, WW ;

HUANG, ZM ;

SUN, DB .

JOURNAL OF ECONOMETRICS, 1990, 46 (1-2) :73-91

[10] 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

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