Developing a hybrid analytics approach to measure the efficiency of deposit banks

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dc.authorid0000-0002-8072-031X
dc.authorid0000-0002-0068-0048
dc.contributor.authorDinçer, Hasan
dc.contributor.authorHacıoğlu, Ümit
dc.contributor.authorTatoğlu, Ekrem
dc.contributor.authorDelen, Dursun
dc.date.accessioned2019-12-20T06:07:26Z
dc.date.available2019-12-20T06:07:26Z
dc.date.issued2019
dc.departmentİstanbul Medipol Üniversitesi, İşletme ve Yönetim Bilimleri Fakültesi, Uluslararası Ticaret ve Finansman Bölümü
dc.description.abstractThis 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.
dc.identifier.citationDinçer, H., Hacıoğlu, Ü., Tatoğlu, E., Delen, D. (2019). Developing a hybrid analytics approach to measure the efficiency of deposit banks. Journal of Business Research, 104, 131-145. https://doi.org/10.1016/j.jbusres.2019.06.035
dc.identifier.doi10.1016/j.jbusres.2019.06.035
dc.identifier.endpage145
dc.identifier.scopusqualityQ1
dc.identifier.startpage131
dc.identifier.urihttps://doi.org/10.1016/j.jbusres.2019.06.035
dc.identifier.urihttps://hdl.handle.net/20.500.12511/4569
dc.identifier.volume104
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofJournal of Business Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectFuzzy Analytic Network Process
dc.subjectData Envelopment Analysis
dc.subjectEfficiency
dc.subjectBanking Performance
dc.subjectEmerging Markets
dc.subjectBorsa Istanbul
dc.titleDeveloping a hybrid analytics approach to measure the efficiency of deposit banks
dc.typeArticle

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