Equivalence and implementation of alternative methods for determining returns to scale in data envelopment analysis

被引:83
作者
Banker, RD
Chang, HH
Cooper, WW
机构
[1] UNIV TEXAS, GRAD SCH BUSINESS, AUSTIN, TX 78712 USA
[2] UNIV MINNESOTA, CARLSON SCH MANAGEMENT, MINNEAPOLIS, MN 55455 USA
[3] NATL CHENGCHI UNIV, COLL COMMERCE, TAIPEI, TAIWAN
关键词
data envelopment analysis; returns to scale; most productive scale size;
D O I
10.1016/0377-2217(95)00044-5
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper discusses alternative methods for determining returns to scale in DEA. The methods for estimating returns to scale in DEA, as developed by Banker (1984), Banker, Charnes and Cooper (1984) and Banker and Thrall (1992), are proved to be conceptually equivalent to the two-stage methods of Fare, Grosskopf and Lovell (1985) when their assumptions apply. Here the emphasis is on the CCR model of DEA and very simple methods are introduced for determining returns to scale locally with this model by reference to Banker's concept of Most Productive Scale Size.
引用
收藏
页码:473 / 481
页数:9
相关论文
共 26 条
[1]  
AHN T, 1989, SOCIOECONOMIC PLANNI
[2]  
ARNOLD V, 1996, IN PRESS IMPACT ESSA
[3]  
ARNOLD V, 1995, OPERATIONS RES MODEL
[4]  
Banker R., 1989, RES GOVT NONPROFIT A, V5, P125
[5]   A note on returns to scale in DEA [J].
Banker, RD ;
Bardhan, I ;
Cooper, WW .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 88 (03) :583-585
[6]   A COMPARATIVE APPLICATION OF DATA ENVELOPMENT ANALYSIS AND TRANSLOG METHODS - AN ILLUSTRATIVE STUDY OF HOSPITAL PRODUCTION [J].
BANKER, RD ;
CONRAD, RF ;
STRAUSS, RP .
MANAGEMENT SCIENCE, 1986, 32 (01) :30-44
[7]   EFFICIENCY ANALYSIS FOR EXOGENOUSLY FIXED INPUTS AND OUTPUTS [J].
BANKER, RD ;
MOREY, RC .
OPERATIONS RESEARCH, 1986, 34 (04) :513-521
[8]   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
[10]   ESTIMATION OF RETURNS TO SCALE USING DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
THRALL, RM .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 62 (01) :74-84