A note on two-stage network DEA model: Frontier projection and duality

被引:63
|
作者
Lim, Sungmook [1 ]
Zhu, Joe [2 ,3 ]
机构
[1] Dongguk Univ Seoul, Dongguk Business Sch, Seoul 100715, South Korea
[2] Nanjing Audit Univ, Int Ctr Auditing & Evaluat, Nanjing 211815, Jiangsu, Peoples R China
[3] Worcester Polytech Inst, Robert A Foisie Sch Business, Worcester, MA 01609 USA
关键词
Data envelopment analysis (DEA); Efficiency; Duality; Two-stage; Frontier projection; DATA ENVELOPMENT ANALYSIS; DECISION-MAKING UNITS; EFFICIENCY DECOMPOSITION;
D O I
10.1016/j.ejor.2015.06.050
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In Chen, Cook, Mao, and Zhu (2013), it is demonstrated, as a network DEA pitfall, that while the multiplier and envelopment DEA models are dual models and equivalent under the standard DEA, such is not necessarily true for the two types of network DEA models in deriving divisional efficiency scores and frontier projections. As a reaction to this work, we demonstrate that the duality in the standard DEA naturally migrates to the two-stage network DEA. Formulas are developed to obtain frontier projections and divisional efficiency scores using a DEA model's and its dual solutions. The case of Taiwanese non-life insurance companies is revisited using the newly developed approach. (C) 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
引用
收藏
页码:342 / 346
页数:5
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