Congestion and returns to scale in data envelopment analysis

被引:91
作者
Wei, QL
Yan, H [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Management, Kowloon, Hong Kong, Peoples R China
[2] Renmin Univ China, Inst Operat Res & Math Econ, Beijing 100872, Peoples R China
关键词
data envelopment analysis; congestion; return to scale; efficiency;
D O I
10.1016/S0377-2217(02)00799-3
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Congestion indicates an economic state where inputs are overly invested. Evidence of congestion occurs whenever reducing some inputs can increase outputs. Return to scale is another related important economic implication of DEA efficiencies. In this research, we discuss together the problems of congestion, constant return to scale, increasing return to scale and decreasing return to scale by output oriented DEA models, (CR)-R-2 model, BC2 model, FG model, ST model, and a modified model. We identify the necessary and sufficient conditions for the evidence of congestion, constant, increasing and decreasing returns to scale. We show the exclusive relationships between the concepts of congestion and returns to scale. Numerical examples are provided for illustration. (C) 2002 Elsevier B.V. All rights reserved.
引用
收藏
页码:641 / 660
页数:20
相关论文
共 22 条
[1]  
Banker R. D., 1992, EUR J OPER RES, V62, P78
[2]   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
[4]  
Brockett PL., 1998, SOCIOECONOMIC PLANNI, V32, P1, DOI [DOI 10.1016/S0038-0121(97)00020-7, 10.1016/S0038-0121(97)00020-7]
[5]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[6]   Alternative treatments of congestion in DEA: A rejoinder to Cooper, Gu, and Li [J].
Cherchye, L ;
Kuosmanen, T ;
Post, T .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 132 (01) :75-80
[7]  
Cooper W. W., 2000, SocioEcon. Plan. Sci., V34, P1, DOI [10.1016/S0038-0121(99)00010-5, DOI 10.1016/S0038-0121(99)00010-5]
[8]  
Cooper W.W., 2001, SOCIO-ECON PLAN SCI, V35, P227, DOI [DOI 10.1016/S0038-0121(01)00005-2, 10.1016/S0038-0121(01)00005-2]
[9]  
Cooper W. W., 2000, DATA ENVELOPMENT ANA, P72
[10]  
Cooper WW, 1996, ANN OPER RES, V66, P3