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author:

Wang, Ying-Ming (Wang, Ying-Ming.) [1] | Chin, Kwai-Sang (Chin, Kwai-Sang.) [2]

Indexed by:

EI

Abstract:

Two-stage data envelopment analysis (DEA) has been researched by a number of authors. In a recent paper by Kao and Hwang (2008), the overall efficiency of two-stage process was defined as the product of the efficiencies of two individual stages. In a more recent paper by Chen, Cook, Li, and Zhu (2009), the overall efficiency of two-stage process was modeled as a weighted sum of the efficiencies of two individual stages. This paper looks into further two-stage DEA and proposes some alternative DEA models for two-stage process to show that (i) the overall efficiency of two-stage process can also be modeled as a weighted harmonic mean of the efficiencies of two individual stages; (ii) the two-stage DEA model of Kao and Hwang (2008) can be easily extended to variable returns to scale (VRS) assumption; and (iii) the additive efficiency decomposition model of Chen et al. (2009) can be generalized to taking into account the relative importance weights of two individual stages. Numerical illustrations are provided to show the potential applications of the proposed new DEA models. © 2010 Elsevier Ltd. All rights reserved.

Keyword:

Data envelopment analysis Efficiency Scales (weighing instruments)

Community:

  • [ 1 ] [Wang, Ying-Ming]Institute of Decision Science, School of Public Administration, Fuzhou University, Fuzhou 350002, China
  • [ 2 ] [Chin, Kwai-Sang]Department of Manufacturing Engineering and Engineering Management, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon Tong, Hong Kong

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Source :

Expert Systems with Applications

ISSN: 0957-4174

Year: 2010

Issue: 12

Volume: 37

Page: 8799-8808

1 . 9 2 6

JCR@2010

7 . 5 0 0

JCR@2023

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 89

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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