A DISCUSSION OF TESTING DMUS RETURNS TO SCALE

被引:11
作者
ZHU, J
SHEN, ZH
机构
关键词
EFFICIENT; LINEAR DEPENDENCY; MOST PRODUCTIVE SCALE SIZE; RETURNS TO SCALE; DATA ENVELOPMENT ANALYSIS;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The issue of using Banker's most productive scale size (mpss) concept to characterize DMUs' returns to scale (RTS) is studied in this paper. It is shown that the mpss concept can always be used to estimate RTS without any adjustments unless a set of efficient DMUs exhibit linear dependency, i.e., it is the DMU itself that causes the mpss concept not to work. The mpss concept itself is independent of assuming a linear production function in the CCR model. As a result, Chang and Ghu's conclusions are erroneous. Also several other errors in Chang and Ghu's 'proof' and 'illustration of proof' are listed. The linear dependency condition in the current paper corresponds to the nonunique lambda solution situation in Banker and Thrall. Meanwhile a remedy is developed for the mpss concept so that it can still work under linear dependency. It is also shown that those DMUs which naturally exhibit increasing and decreasing returns to scale have nothing to do with linear dependency.
引用
收藏
页码:590 / 596
页数:7
相关论文
共 11 条
[1]   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
[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]   ESTIMATION OF RETURNS TO SCALE USING DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
THRALL, RM .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 62 (01) :74-84
[5]   MEASURING PRODUCTIVE EFFICIENCY - AN APPLICATION TO ILLINOIS STRIP MINES [J].
BYRNES, P ;
FARE, R ;
GROSSKOPF, S .
MANAGEMENT SCIENCE, 1984, 30 (06) :671-681
[6]   LINEAR PRODUCTION-FUNCTIONS AND THE DATA ENVELOPMENT ANALYSIS [J].
CHANG, KP ;
GUH, YY .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 52 (02) :215-223
[7]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[8]  
Charnes A., 1991, J PROD ANAL, V2, P197, DOI [10.1007/BF00159732, DOI 10.1007/BF00159732]
[9]   A NONPARAMETRIC COST APPROACH TO SCALE EFFICIENCY [J].
FARE, R ;
GROSSKOPF, S .
SCANDINAVIAN JOURNAL OF ECONOMICS, 1985, 87 (04) :594-604
[10]   RECENT DEVELOPMENTS IN DEA - THE MATHEMATICAL-PROGRAMMING APPROACH TO FRONTIER ANALYSIS [J].
SEIFORD, LM ;
THRALL, RM .
JOURNAL OF ECONOMETRICS, 1990, 46 (1-2) :7-38