TY - JOUR
T1 - A note on two-stage network DEA model
T2 - Frontier projection and duality
AU - Lim, Sungmook
AU - Zhu, Joe
N1 - Publisher Copyright:
© 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
PY - 2016/1/1
Y1 - 2016/1/1
N2 - In Chen, Cook, Kao, 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.
AB - In Chen, Cook, Kao, 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.
KW - Data envelopment analysis (DEA)
KW - Duality
KW - Efficiency
KW - Frontier projection
KW - Two-stage
UR - http://www.scopus.com/inward/record.url?scp=84940860919&partnerID=8YFLogxK
U2 - 10.1016/j.ejor.2015.06.050
DO - 10.1016/j.ejor.2015.06.050
M3 - Article
AN - SCOPUS:84940860919
SN - 0377-2217
VL - 248
SP - 342
EP - 346
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 1
ER -