An investigation of returns to scale in data envelopment analysis

被引:114
|
作者
Seiford, LM [1 ]
Zhu, J [1 ]
机构
[1] Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
来源
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE | 1999年 / 27卷 / 01期
关键词
data envelopment analysis (DEA); returns to scale (RTS); scale efficiency;
D O I
10.1016/S0305-0483(98)00025-5
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper discusses the determination of returns to scale (RTS) in data envelopment analysis (DEA). Three basic RTS methods and their modifications are reviewed and the equivalence between these different RTS methods is presented. The effect of multiple optimal DEA solutions on the RTS estimation is studied. It is shown that possible alternate optimal solutions only affect the estimation of RTS on DMUs which should be classified as constant returns to scale (CRS). Modifications to the original RTS methods are developed to avoid the effects of multiple optimal DEA solutions on the RTS estimation. The advantages and disadvantages of these alternative RTS methods are presented so that a proper RTS method can be selected within the context of different applications. (C) 1998 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1 / 11
页数:11
相关论文
共 50 条
  • [21] Data envelopment scenario analysis with imprecise data
    Najmeh Malekmohammadi
    Farhad Hosseinzadeh Lotfi
    Azmi B. Jaafar
    Central European Journal of Operations Research, 2011, 19 : 65 - 79
  • [22] Data envelopment scenario analysis with imprecise data
    Malekmohammadi, Najmeh
    Lotfi, Farhad Hosseinzadeh
    Jaafar, Azmi B.
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2011, 19 (01) : 65 - 79
  • [23] Data Envelopment Analysis on Technical and Scale Efficiencies of Academic Departments at Universiti Teknologi Malaysia
    Wei, Ng Kin
    Ahmad, Rohanin
    MATEMATIKA, 2012, 28 (01) : 63 - 76
  • [24] On preference structure in data envelopment analysis
    Chen, Y
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2005, 4 (03) : 411 - 431
  • [25] Efficiency bounds in data envelopment analysis
    Green, RH
    Doyle, JR
    Cook, WD
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 89 (03) : 482 - 490
  • [26] Testing for heterogeneity in data envelopment analysis
    Mohsenirad, Saman
    Triantis, Konstantinos
    ANNALS OF OPERATIONS RESEARCH, 2025,
  • [27] Data envelopment analysis and university selection
    Sarrico, CS
    Hogan, SM
    Dyson, RG
    Athanassopoulos, AD
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1997, 48 (12) : 1163 - 1177
  • [28] Efficiency of glass firms in India: an application of data envelopment analysis
    Kundi, Mini
    Sharma, Seema
    JOURNAL OF ADVANCES IN MANAGEMENT RESEARCH, 2016, 13 (01) : 59 - 74
  • [29] Ranking units in Data Envelopment Analysis with fuzzy data
    Valami, Hadi Bagherzadeh
    Raeinojehdehi, Reza
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (05) : 2505 - 2516
  • [30] Data Envelopment Analysis (DEA) to Estimate Technical and Scale Efficiencies of Smallholder Pineapple Farmers in Ghana
    Boakye, Kwaku
    Lee, Yu-Feng
    Annor, Festus F.
    Dadzie, Samuel K. N.
    Salifu, Iddrisu
    AGRICULTURE-BASEL, 2024, 14 (07):