dc.contributor.author | Jun, Qi | |
dc.contributor.author | Dinçer, Hasan | |
dc.contributor.author | Yüksel, Serhat | |
dc.date.accessioned | 2021-03-18T10:22:24Z | |
dc.date.available | 2021-03-18T10:22:24Z | |
dc.date.issued | 2021 | en_US |
dc.identifier.citation | Jun, Q., Dinçer, H. ve Yüksel, S. (2021). Stochastic hybrid decision-making based on interval type 2 fuzzy sets for measuring the innovation capacities of financial institutions. International Journal of Finance and Economics, 26(1), 573-593. https://dx.doi.org/10.1002/ijfe.1805 | en_US |
dc.identifier.issn | 1076-9307 | |
dc.identifier.issn | 1099-1158 | |
dc.identifier.uri | https://dx.doi.org/10.1002/ijfe.1805 | |
dc.identifier.uri | https://hdl.handle.net/20.500.12511/6621 | |
dc.description.abstract | This study aims to construct a hybrid decision-making approach to the stochastic evaluation for the innovation capacity of financial institutions. For this purpose, interval type 2 fuzzy DEMATEL-ANP is used for weighting the criteria and dimensions. Additionally, TOPSIS and VIKOR methods based on interval type 2 fuzzy sets are considered to rank the alternatives. The novelty of the study is to propose a set of criteria and dimensions of innovation capacity with the supported literature. Another novelty is to propose an extended method of DEMATEL-ANP by using interval type 2 fuzzy sets as well as an integrated method of interval type 2 fuzzy stochastic decision-making with the Monte Carlo simulation. The results indicate that organizational dimension of innovation capacities has the highest importance between the set of criteria and the state-owned banks have been more appropriate than both the private and foreign banks for generating the innovation capacities in the financial institutions. However, the analysis illustrates that stochastic decision-making models could provide more extensive results than the conventional methods including the expert priorities. This study could be also extended by using different multicriteria decision-making methods such as MOORA and ELECTRE and also, the cross-country analysis could be applied for the future studies. | en_US |
dc.description.sponsorship | Domestic Visiting Scholar Program of Annual Funding Project for Cultivating Outstanding Top Talents in Universities | en_US |
dc.language.iso | eng | en_US |
dc.publisher | Wiley | en_US |
dc.rights | info:eu-repo/semantics/embargoedAccess | en_US |
dc.subject | Banking | en_US |
dc.subject | DEMATEL-ANP | en_US |
dc.subject | Innovation | en_US |
dc.subject | Interval Type 2 Fuzzy Sets | en_US |
dc.subject | Monte Carlo Simulation | en_US |
dc.subject | TOPSIS | en_US |
dc.subject | VIKOR | en_US |
dc.title | Stochastic hybrid decision-making based on interval type 2 fuzzy sets for measuring the innovation capacities of financial institutions | en_US |
dc.type | article | en_US |
dc.relation.ispartof | International Journal of Finance and Economics | en_US |
dc.department | İstanbul Medipol Üniversitesi, İşletme ve Yönetim Bilimleri Fakültesi, Uluslararası Ticaret ve Finansman Bölümü | en_US |
dc.authorid | 0000-0002-8072-031X | en_US |
dc.authorid | 0000-0002-9858-1266 | en_US |
dc.identifier.volume | 26 | en_US |
dc.identifier.issue | 1 | en_US |
dc.identifier.startpage | 573 | en_US |
dc.identifier.endpage | 593 | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.identifier.doi | 10.1002/ijfe.1805 | en_US |
dc.identifier.wosquality | Q2 | en_US |
dc.identifier.scopusquality | Q2 | en_US |