Developing a hybrid analytics approach to measure the efficiency of deposit banks
Yükleniyor...
Dosyalar
Tarih
2019
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Elsevier
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
This study aims at analyzing the efficiency of deposit banks using contemporary analytics-based decision-making techniques within a fuzzy environment. Specifically, a hybrid analytic model drawing on a fuzzy analytical network process and data envelopment analysis was developed and applied to the assessment of Turkish deposit banks quoted on Borsa Istanbul. The findings revealed that; (i) the efficiency results for banking activity vary for competitiveness and for the adoption of new technologies before and after the financial recession; (ii) the majority of deposit banks operating primarily with non-interest based factors found to be less-efficient; (iii) the ownership and capital structure of banks do not significantly contribute to their banking performance, as they were technically inefficient during the same period; and (iv) the inputs of the banking activities could be reduced while a constant level of output is maintained by adopting and properly using the most efficient technology to boost the technical efficiency.
Açıklama
Anahtar Kelimeler
Fuzzy Analytic Network Process, Data Envelopment Analysis, Efficiency, Banking Performance, Emerging Markets, Borsa Istanbul
Kaynak
Journal of Business Research
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
Sayı
104
Künye
Dinçer, H., Hacıoğlu, Ü., Tatoğlu, E., Delen, D. Developing a hybrid analytics approach to measure the efficiency of deposit banks. Journal of Business Research, 104, pp. 131-145.
