Technical efficiency bias caused by intra-input aggregation in data envelopment analysis

被引:14
作者
Barnum, D
Gleason, J
机构
[1] Univ Illinois, Dept Informat & Decis Sci, Coll Business Adm, Chicago, IL 60607 USA
[2] Creighton Univ, Coll Business Adm, Dept Informat Syst & Technol, Omaha, NE 68178 USA
关键词
D O I
10.1080/13504850500365624
中图分类号
F [经济];
学科分类号
02 ;
摘要
The study shows that technical efficiency scores in Data Envelopment Analysis are biased by linear aggregation of the quantities of the same type of input that are used by all Outputs (intra-input aggregation). Fare et al.'s (2004) models are expanded to account for this additional bias, and the extent of its impact on reported technical efficiency scores is commented on.
引用
收藏
页码:785 / 788
页数:4
相关论文
共 6 条
[1]  
BARNUM DT, 2004, GEN REDEFINITIONS CO
[2]  
BARNUM DT, 2004, UNPUB BIASES TECHNIC
[3]  
BARNUM DT, 2004, UNPUB REDEFINING CON
[4]   Aggregation bias and its bounds in measuring technical efficiency [J].
Färe, R ;
Grosskopf, S ;
Zelenyuk, V .
APPLIED ECONOMICS LETTERS, 2004, 11 (10) :657-660
[5]   Input aggregation and technical efficiency [J].
Färe, R ;
Zelenyuk, V .
APPLIED ECONOMICS LETTERS, 2002, 9 (10) :635-636
[6]   Input aggregation and computed technical efficiency [J].
Tauer, LW .
APPLIED ECONOMICS LETTERS, 2001, 8 (05) :295-297