An overall measure of technical inefficiency at the firm and at the industry level: The 'lost profit on outlay'

被引:30
作者
Aparicio, Juan [1 ]
Pastor, Jesus T. [1 ]
Ray, Subhash C. [2 ]
机构
[1] Univ Miguel Hernandez Elche, Ctr Operat Res CIO, Alicante 03202, Spain
[2] Univ Connecticut, Storrs, CT 06269 USA
关键词
Data envelopment analysis; Directional Distance Function; Profit inefficiency; DIRECTIONAL DISTANCE FUNCTIONS; EFFICIENCY; DEA; MODELS;
D O I
10.1016/j.ejor.2012.10.028
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
As a measure of overall technical inefficiency, the Directional Distance Function (DDF) introduced by Chambers, Chung, and Fare ties the potential output expansion and input contraction together through a single parameter. By duality, the DDF is related to a measure of profit inefficiency, which is calculated as the normalized deviation between optimal and actual profit at market prices. As we show, in the most usual case, the associated normalization represents the sum of the actual revenue and the actual cost of the assessed firm. Consequently, the corresponding profit inefficiency measure associated with the DDF has no obvious economic interpretation. In contrast, in this paper we allow outputs to expand and inputs to contract by different proportions. This results in a modified DDF that retains most of the properties of the original DDF. The corresponding dual problem has a much simpler interpretation as the lost profit on (average) outlay that can be decomposed into a technical and an allocative inefficiency component. In addition, an overall measure of technical inefficiency at the industry level is introduced resorting to the direction corresponding to the average input-output bundle. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:154 / 162
页数:9
相关论文
共 28 条
  • [1] [Anonymous], 1995, MULTIOUTPUT PRODUCTI
  • [2] NONPARAMETRIC ANALYSIS OF TECHNICAL AND ALLOCATIVE EFFICIENCIES IN PRODUCTION
    BANKER, RD
    MAINDIRATTA, A
    [J]. ECONOMETRICA, 1988, 56 (06) : 1315 - 1332
  • [3] SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS
    BANKER, RD
    CHARNES, A
    COOPER, WW
    [J]. MANAGEMENT SCIENCE, 1984, 30 (09) : 1078 - 1092
  • [4] Metric distance function and profit: Some duality results
    Briec, W
    Lesourd, JB
    [J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1999, 101 (01) : 15 - 33
  • [5] Chambers R.G., 2008, 5 N AM PROD WORKSH
  • [6] Profit, directional distance functions, and Nerlovian efficiency
    Chambers, RG
    Chung, Y
    Fare, R
    [J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1998, 98 (02) : 351 - 364
  • [7] Chames A, 1985, J ECONOMETRICS, V30, P91
  • [8] MEASURING EFFICIENCY OF DECISION-MAKING UNITS
    CHARNES, A
    COOPER, WW
    RHODES, E
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) : 429 - 444
  • [9] Decomposing profit inefficiency in DEA through the weighted additive model
    Cooper, W. W.
    Pastor, Jesus T.
    Aparicio, Juan
    Borras, Fernando
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 212 (02) : 411 - 416
  • [10] BAM: a bounded adjusted measure of efficiency for use with bounded additive models
    Cooper, William W.
    Pastor, Jesus T.
    Borras, Fernando
    Aparicio, Juan
    Pastor, Diego
    [J]. JOURNAL OF PRODUCTIVITY ANALYSIS, 2011, 35 (02) : 85 - 94