A novel slacks-based model for efficiency and super-efficiency in DEA-R

被引:0
|
作者
Javad Gerami
Mohammad Reza Mozaffari
P. F. Wanke
Henrique Correa
机构
[1] Islamic Azad University,Department of Mathematics, Shiraz branch
[2] Federal University of Rio de Janeiro,COPPEAD Graduate Business School
[3] Rua Paschoal Lemme,Crummer School of Business
[4] Rollins College,undefined
来源
Operational Research | 2022年 / 22卷
关键词
DEA; SBM; Ratio data; Efficiency; Super-efficiency;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper we present a new model combining the major underlying ideas behind the Slacks-Based Measure (SBM) and the Data Envelopment Analysis-Ratio based (DEA-R) models. This new proposed model computes efficiency and super-efficiency scores based on the corresponding slack values for both input/output and output/input ratios, depending upon the orientation of the production frontier. A comprehensive step-by-step derivation of the SBM-DEA-R model in light of previous approaches is offered to readers. Besides, in order to show the validity of the approach proposed in light of the current body of literature, we revisit a case study of twenty-one medical centers in Taiwan. Limitations and directions for future research are discussed.
引用
收藏
页码:3373 / 3410
页数:37
相关论文
共 50 条
  • [1] A novel slacks-based model for efficiency and super-efficiency in DEA-R
    Gerami, Javad
    Mozaffari, Mohammad Reza
    Wanke, P. F.
    Correa, Henrique
    OPERATIONAL RESEARCH, 2022, 22 (04) : 3373 - 3410
  • [2] A new DEA model for slacks-based measure of efficiency and super-efficiency with strongly efficient projections
    Liu, Peide
    Xu, Hongxue
    Xu, Ke
    INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2025, 32 (02) : 1033 - 1063
  • [3] A Slacks-based Measure of Super-efficiency in DEA with Interval Data
    Xu Xiao-ning
    He Feng
    Zhu Li-yun
    2013 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (ICMSE), 2013, : 314 - 321
  • [4] An enhanced hybrid interval slacks-based DEA model with super-efficiency and application
    Arana-Jimenez, Manuel
    Sanchez-Gil, M. Carmen
    Younesi, Atefeh
    Lozano-Ramirez, Julio
    COMPUTATIONAL & APPLIED MATHEMATICS, 2025, 44 (01):
  • [5] A slacks-based measure of super-efficiency in data envelopment analysis
    Tone, K
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 143 (01) : 32 - 41
  • [6] Integrating slacks-based measure of efficiency and super-efficiency in data envelopment analysis
    Trung Hieu Tran
    Mao, Yong
    Nathanail, Paul
    Siebers, Peer-Olaf
    Robinson, Darren
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2019, 85 : 156 - 165
  • [7] Continuous models combining slacks-based measures of efficiency and super-efficiency
    Bolos, Vicente J.
    Benitez, Rafael
    Coll-Serrano, Vicente
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2023, 31 (02) : 363 - 391
  • [8] Slacks-based measures of efficiency and super-efficiency in presence of nonpositive data
    Lee, Hsuan-Shih
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2021, 103
  • [9] Continuous models combining slacks-based measures of efficiency and super-efficiency
    Vicente J. Bolós
    Rafael Benítez
    Vicente Coll-Serrano
    Central European Journal of Operations Research, 2023, 31 : 363 - 391
  • [10] A slacks-based measure of super-efficiency in data envelopment analysis: An alternative approach
    Fang, Hsin-Hsiung
    Lee, Hsuan-Shih
    Hwang, Shiuh-Nan
    Chung, Cheng-Chi
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2013, 41 (04): : 731 - 734