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
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页码:3373 / 3410
页数:37
相关论文
共 140 条
[21]  
Chen A(2019)Data envelopment analysis models with ratio data: a revisit Comput Ind Eng 85 19-1182
[22]  
Hwang Y(2008)Approaching the management of hospital units with an operation research technique: the case of 32 Greek obstetrics and gynecology public units Health Policy 61 1746-147
[23]  
Shao B(2010)Analysis of hedge fund strategies using slack based DEA models J Op Res Soc 72 1174-52
[24]  
Chen Y(2021)An integrated model for SBM and Super-SBM DEA models J Op Al Res Soc 103 102395-1113
[25]  
Li Y(2021)slacks-based measures of efficiency and super-efficiency in presence of nonpositive data Omega 212 141-480
[26]  
Liang L(2011)Super-efficiency DEA in the presence of infeasibility Eur J Oper Res 135 39-902
[27]  
Wu H(2019)A modified slacks-based super-efficiency measure in the presence of negative data Comput Ind Eng 36 1105-40
[28]  
Cook WD(2009)Fuzzy efficiency measures in fuzzy DEA/AR with application to university libraries Expert Syst Appl 39 472-12
[29]  
Seiford LM(2011)A study of DEA models without explicit inputs Omega 41 893-194
[30]  
Despic O(2013)A survey of DEA applications Omega 82 33-462