Evaluating alternative DEA models used to control for non-discretionary inputs

被引:65
|
作者
Muñiz, M
Paradi, J
Ruggiero, J [1 ]
Yang, ZJ
机构
[1] Univ Dayton, Dayton, OH 45469 USA
[2] Univ Oviedo, Fac CC Econ, Dept Econ, E-33071 Oviedo, Spain
[3] Univ Toronto, Ctr Management Technol & Entrepreneurship, Dept Chem Engn & Appl Chem, Toronto, ON M5S 3E5, Canada
[4] York Univ, Dept Math & Stat, N York, ON M3J 1P3, Canada
关键词
non-discretionary variables; data envelopment analysis;
D O I
10.1016/j.cor.2004.09.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Evaluation of performance using DEA requires models consistent with the underlying technology. There have been a number of models proposed for analyzing performance in the presence of non-discretionary inputs. Banker and Morey (Operations Research 34 (1986) 513-521) provided the first DEA model to measure technical efficiency. Other single- and multiple-stage models that incorporate DEA have been developed. This paper discusses the various approaches and provides a simulation analysis to compare the relative performance of each. (c) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1173 / 1183
页数:11
相关论文
共 31 条
  • [1] Enhancing the inclusion of non-discretionary inputs in DEA
    Cordero-Ferrera, J. M.
    Pedraja-Chaparro, F.
    Santin-Gonzalez, D.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2010, 61 (04) : 574 - 584
  • [2] Efficiency evaluation in hybrid two-stage network DEA with non-discretionary inputs and shared discretionary inputs
    Abdali, Elham
    Moradipour, Kayvan
    Asadi-Rahmati, Sanaz
    Fallah, Maryam
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS- COMPUTER SYSTEMS THEORY, 2022, 7 (01) : 33 - 41
  • [3] Special District Libraries and Operating Costs: An Application of Data Envelopment Analysis (DEA) with Discretionary and Non-Discretionary Inputs
    Guajardo, Salomon Alcocer
    JOURNAL OF LIBRARY ADMINISTRATION, 2018, 58 (03) : 241 - 263
  • [4] Non-discretionary inputs in data envelopment analysis
    Ruggiero, J
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 111 (03) : 461 - 469
  • [5] Using DEA cross-efficiency evaluation for suppliers ranking in the presence of non-discretionary inputs
    Noorizadeh, Abdollah
    Mahdiloo, Mahdi
    Saen, Reza Farzipoor
    INTERNATIONAL JOURNAL OF SHIPPING AND TRANSPORT LOGISTICS, 2013, 5 (01) : 95 - 111
  • [6] Managing Efficiency in International Tourist Hotels in Taipei using a DEA Model with Non-discretionary Inputs
    Tsai, Henry
    Wu, Jie
    Zhou, Zhixiang
    ASIA PACIFIC JOURNAL OF TOURISM RESEARCH, 2011, 16 (04) : 417 - 432
  • [7] A bargaining game model for measuring efficiency of two-stage network DEA with non-discretionary inputs
    Abdali, Elham
    Fallahnejad, Reza
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS- COMPUTER SYSTEMS THEORY, 2020, 5 (01) : 48 - 59
  • [8] Sensitivity analysis of efficient units in the presence of non-discretionary inputs
    Lotfi, F. Hosseinzadeh
    Jahanshahloo, G. R.
    Esmaeili, M.
    APPLIED MATHEMATICS AND COMPUTATION, 2007, 190 (02) : 1185 - 1197
  • [9] The Impact of Non-Discretionary Factors on DEA and SFA Technical Efficiency Differences
    Kontodimopoulos, Nick
    Papathanasiou, Nikolaos D.
    Flokou, Angeliki
    Tountas, Yannis
    Niakas, Dimitris
    JOURNAL OF MEDICAL SYSTEMS, 2011, 35 (05) : 981 - 989
  • [10] The Impact of Non-Discretionary Factors on DEA and SFA Technical Efficiency Differences
    Nick Kontodimopoulos
    Nikolaos D. Papathanasiou
    Angeliki Flokou
    Yannis Tountas
    Dimitris Niakas
    Journal of Medical Systems, 2011, 35 : 981 - 989