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.
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页码:3373 / 3410
页数:37
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[1]  
Allen R(1997)Weights restrictions and value judgments in data envelopment analysis: evolution, development and future directions Ann Oper Res 73 13-34
[2]  
Athanassopoulos A(1993)A procedure for ranking efficient units in data envelopment analysis Manage Sci 39 1261-1264
[3]  
Dyson RG(2014)Efficiency of the strategic style of pension funds: an application of the variants of the slacks-based measure in DEA J Op Res Soc 65 1886-1895
[4]  
Thanassoulis E(1990)Polyhedral cone-ratio DEA models with an illustrative application to large commercial banking J Econ 46 73-79
[5]  
Andersen P(1978)Measuring the efficiency of decision making units Eur J Oper Res 2 429-444
[6]  
Petersen NC(1985)Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions J Econ 30 91-l07
[7]  
Andreu L(2005)Measuring super-efficiency in DEA in the presence of infeasibility Eur J Oper Res 161 545-551
[8]  
Sarto JL(2005)Measurement and sources of overall and input inefficiencies: evidences and implications in hospital services Eur J Oper Res 161 447-468
[9]  
Vicente L(2017)An extension on super slacks-based measure DEA approach Ann Oper Res 278 1-21
[10]  
Charnes A(2009)Data envelopment analysis (DEA) - Thirty years on Eur J Oper Res 192 1-17