Fintech investments in European banks: a hybrid IT2 fuzzy multidimensional decision-making approach

被引:273
作者
Kou, Gang [1 ]
Akdeniz, Ozlem Olgu [2 ]
Dincer, Hasan [3 ]
Yuksel, Serhat [3 ]
机构
[1] Southwestern Univ Finance & Econ, Sch Business Adm, Chengdu 611130, Peoples R China
[2] Koc Univ, Coll Adm Sci & Econ, Rumeli Feneri Yolu, TR-34450 Istanbul, Turkey
[3] Istanbul Medipol Univ, Sch Business, Kavac Campus, TR-34810 Istanbul, Turkey
关键词
Financial technology; European banking industry; Interval type-2 fuzzy TOPSIS; DEMATEL; BLOCKCHAIN TECHNOLOGY; E7; ECONOMIES; ENERGY; TOPSIS; DEMATEL; SETS; COMPETITION; STRATEGIES; PAYMENTS; SERVICES;
D O I
10.1186/s40854-021-00256-y
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Financial technology (Fintech) makes a significant contribution to the financial system by reducing costs, providing higher quality services and increasing customer satisfaction. Hence, new studies play an essential role to improve Fintech investments. This study evaluates Fintech-based investments of European banking services with an application of an original methodology that considers interval type-2 (IT2) fuzzy decision-making trial and evaluation laboratory and IT2 fuzzy TOPSIS models. Empirical findings are controlled for consistency by applying the VIKOR method. Moreover, we conduct a sensitivity analysis by considering six distinct cases. This study contributes to the existing literature by identifying the most important Fintech-based investment alternatives to improve the financial performance of European banks. Our empirical findings illustrate that results are coherent, reliable, and identify "competitive advantage" as the most important factor among Fintech-based determinants. Moreover, "payment and money transferring systems" are the most important Fintech-based investment alternatives. It is recommended that, among Fintech-based investments, European banks should mainly focus on payment and money transferring alternatives to attract the attention of customers and satisfy their expectations. This is also believed to have a positive impact on the ease of bank' receivable collection. Another important point is that Fintech-based investments in money transferring systems could help to decrease costs.
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页数:28
相关论文
共 88 条
[61]   A novel approach to extended fuzzy TOPSIS based on new divergence measures for renewable energy sources selection [J].
Rani, Pratibha ;
Mishra, Arunodaya Raj ;
Mardani, Abbas ;
Cavallaro, Fausto ;
Alrasheedi, Melfi ;
Alrashidi, Afaf .
JOURNAL OF CLEANER PRODUCTION, 2020, 257
[62]   Intuitionistic Fuzzy TOPSIS method for green supplier selection problem [J].
Rouyendegh, Babak Daneshvar ;
Yildizbasi, Abdullah ;
Ustunyer, Pelin .
SOFT COMPUTING, 2020, 24 (03) :2215-2228
[63]  
Rusydiana A.S., 2018, Hasanuddin Economics and Business Review, V2, P143, DOI DOI 10.26487/HEBR.V2I2.1550
[64]  
Shaikh AA, 2017, INT J E-BUS RES, V13, P14, DOI 10.4018/IJEBR.2017040102
[65]   A New Approach to Multiple Time Series Prediction Using MIMO Fuzzy Aggregation Models with Modular Neural Networks [J].
Soto, Jesus ;
Castillo, Oscar ;
Melin, Patricia ;
Pedrycz, Witold .
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (05) :1629-1648
[66]   A New Approach for Time Series Prediction Using Ensembles of IT2FNN Models with Optimization of Fuzzy Integrators [J].
Soto, Jesus ;
Melin, Patricia ;
Castillo, Oscar .
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (03) :701-728
[67]   FinTech, BigTech, and the Future of Banks [J].
Stulz, Rene M. .
JOURNAL OF APPLIED CORPORATE FINANCE, 2019, 31 (04) :86-97
[68]  
Sun T, 2018, HANDBOOK OF BLOCKCHAIN, DIGITAL FINANCE, AND INCLUSION, VOL 2: CHINATECH, MOBILE SECURITY, DISTRIBUTED LEDGER, AND BLOCKCHAIN, P37, DOI 10.1016/B978-0-12-812282-2.00002-4
[69]   Fintech and banking: What do we know? [J].
Thakor, Anjan V. .
JOURNAL OF FINANCIAL INTERMEDIATION, 2020, 41
[70]   Can Financial Technology Innovate Benefit Distribution in Payments for Ecosystem Services and REDD plus ? [J].
Thompson, Benjamin S. .
ECOLOGICAL ECONOMICS, 2017, 139 :150-157