Matrix-based network data envelopment analysis: A common set of weights approach
Yükleniyor...
Tarih
2024
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Elsevier Ltd
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Performance measurement of decision-making units (DMUs) with network structure is one of the main challenges in data envelopment analysis (DEA) field. The main purpose of this paper is to propose a novel network data envelopment analysis (NDEA) approach based on matrix of efficiency, common set of weights (CSW), multi-objective programming (MOP), and goal programming (GP) technique for performance measurement of peer DMUs in two-stage network structure. The advantages of the proposed NDEA approach can be summarized as follows: comparing all DMUs and sub-DMUs on the same base, considering all internal structures and relations and capability to extending this for all network structures, linearity of the proposed models, unique efficiency decomposing without any need to consider multiplicative, additive or leader-follower relations between overall and stages efficiency. To illustrate the usefulness and applicability of the proposed approach we applied it to a real application of non-life insurance companies in Taiwan. © 2024 Elsevier Ltd
Açıklama
Anahtar Kelimeler
Common Set of Weights, Efficiency Matrix, General Two-stage Structure, Insurance İndustry, Multi-Objective Programming, Network Data Envelopment Analysis
Kaynak
Socio-Economic Planning Sciences
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
95
Sayı
Künye
Peykani, P., Esmaeili, F. S. S., Pishvaee, M. S., Rostamy-Malkhalifeh, M., & Lotfi, F. H. (2024). Matrix-based network data envelopment analysis: A common set of weights approach. Socio-Economic Planning Sciences, 95, 102044.
