IDEAS home Printed from https://ideas.repec.org/a/spr/fininn/v7y2021i1d10.1186_s40854-021-00256-y.html
   My bibliography  Save this article

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

Author

Listed:
  • Gang Kou

    (Southwestern University of Finance and Economics)

  • Özlem Olgu Akdeniz

    (Koç University)

  • Hasan Dinçer

    (Istanbul Medipol University)

  • Serhat Yüksel

    (Istanbul Medipol University)

Abstract

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.

Suggested Citation

  • Gang Kou & Özlem Olgu Akdeniz & Hasan Dinçer & Serhat Yüksel, 2021. "Fintech investments in European banks: a hybrid IT2 fuzzy multidimensional decision-making approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
  • Handle: RePEc:spr:fininn:v:7:y:2021:i:1:d:10.1186_s40854-021-00256-y
    DOI: 10.1186/s40854-021-00256-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s40854-021-00256-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s40854-021-00256-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Taehyun Ko & Jaeram Lee & Doojin Ryu, 2018. "Blockchain Technology and Manufacturing Industry: Real-Time Transparency and Cost Savings," Sustainability, MDPI, vol. 10(11), pages 1-20, November.
    2. Anderson, Richard G. & Bordo, Michael & Duca, John V., 2017. "Money and velocity during financial crises: From the great depression to the great recession," Journal of Economic Dynamics and Control, Elsevier, vol. 81(C), pages 32-49.
    3. Isaac Kofi Mensah & Luo Chuanyong & Guohua Zeng, 2020. "Factors Determining the Continued Intention to Use Mobile Money Transfer Services (MMTS) Among University Students in Ghana," International Journal of Mobile Human Computer Interaction (IJMHCI), IGI Global, vol. 12(1), pages 1-21, January.
    4. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    5. Dhiman, Harsh S. & Deb, Dipankar, 2020. "Fuzzy TOPSIS and fuzzy COPRAS based multi-criteria decision making for hybrid wind farms," Energy, Elsevier, vol. 202(C).
    6. Iviane Ramos-de-Luna & Francisco Montoro-Ríos & Francisco Liébana-Cabanillas, 2016. "Determinants of the intention to use NFC technology as a payment system: an acceptance model approach," Information Systems and e-Business Management, Springer, vol. 14(2), pages 293-314, May.
    7. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    8. David Asamoah & Samer Takieddine & Mawuli Amedofu, 2020. "Examining the effect of mobile money transfer (MMT) capabilities on business growth and development impact," Information Technology for Development, Taylor & Francis Journals, vol. 26(1), pages 146-161, January.
    9. Azemi, Yllka & Ozuem, Wilson & Howell, Kerry E. & Lancaster, Geoff, 2019. "An exploration into the practice of online service failure and recovery strategies in the Balkans," Journal of Business Research, Elsevier, vol. 94(C), pages 420-431.
    10. Kauffman, Robert J. & Liu, Jun & Ma, Dan, 2015. "Innovations in financial IS and technology ecosystems: High-frequency trading in the equity market," Technological Forecasting and Social Change, Elsevier, vol. 99(C), pages 339-354.
    11. Nihan Çetin Demirel & Muhammet Deveci & Gizem Eser, 2016. "Comparative analysis of fuzzy multi-criteria decision making for location selection of Textile plant in Turkey," Proceedings of International Academic Conferences 4006524, International Institute of Social and Economic Sciences.
    12. René M. Stulz, 2019. "FinTech, BigTech, and the Future of Banks," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(4), pages 86-97, December.
    13. Deveci, Muhammet & Cali, Umit & Kucuksari, Sadik & Erdogan, Nuh, 2020. "Interval type-2 fuzzy sets based multi-criteria decision-making model for offshore wind farm development in Ireland," Energy, Elsevier, vol. 198(C).
    14. Kevin Chen, 2018. "Financial Innovation and Technology Firms: A Smart New World with Machines," International Symposia in Economic Theory and Econometrics, in: Banking and Finance Issues in Emerging Markets, volume 25, pages 279-292, Emerald Group Publishing Limited.
    15. Căpraru, Bogdan & Ihnatov, Iulian & Pintilie, Nicoleta-Livia, 2020. "Competition and diversification in the European Banking Sector," Research in International Business and Finance, Elsevier, vol. 51(C).
    16. Thakor, Anjan V., 2020. "Fintech and banking: What do we know?," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    17. Jahmane, Abderrahmane & Gaies, Brahim, 2020. "Corporate social responsibility, financial instability and corporate financial performance: Linear, non-linear and spillover effects – The case of the CAC 40 companies," Finance Research Letters, Elsevier, vol. 34(C).
    18. Ye Guo & Chen Liang, 2016. "Blockchain application and outlook in the banking industry," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-12, December.
    19. Gozman, Daniel & Liebenau, Jonathan & Mangan, Jonathan, 2018. "Innovation mechanisms of fintech start-ups: insights from SWIFT Innotribe competition," LSE Research Online Documents on Economics 86495, London School of Economics and Political Science, LSE Library.
    20. Uchenna R. Efobi & Simplice Asongu (ed.), 2018. "Financing Sustainable Development in Africa," Springer Books, Springer, number 978-3-319-78843-2, September.
    21. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    22. Xu, Chuanbo & Wu, Yunna & Dai, Shuyu, 2020. "What are the critical barriers to the development of hydrogen refueling stations in China? A modified fuzzy DEMATEL approach," Energy Policy, Elsevier, vol. 142(C).
    23. Ling Du & Hasan Dinçer & İrfan Ersin & Serhat Yüksel, 2020. "IT2 Fuzzy-Based Multidimensional Evaluation of Coal Energy for Sustainable Economic Development," Energies, MDPI, vol. 13(10), pages 1-21, May.
    24. Aijaz A. Shaikh & Payam Hanafizadeh & Heikki Karjaluoto, 2017. "Mobile Banking and Payment System: A Conceptual Standpoint," International Journal of E-Business Research (IJEBR), IGI Global, vol. 13(2), pages 14-27, April.
    25. Kazan, Erol & Tan, Chee-Wee & Lim, Eric T.K & Sørensen, Carsten & Damsgaard, Jan, 2018. "Disentangling digital platform competition: the case of UK mobile payment platforms," LSE Research Online Documents on Economics 86345, London School of Economics and Political Science, LSE Library.
    26. Dejun Qiu & Hasan Dinçer & Serhat Yüksel & Gözde Gülseven Ubay, 2020. "Multi-Faceted Analysis of Systematic Risk-Based Wind Energy Investment Decisions in E7 Economies Using Modified Hybrid Modeling with IT2 Fuzzy Sets," Energies, MDPI, vol. 13(6), pages 1-25, March.
    27. Fan, Haichao & Gou, Qin & Peng, Yuchao & Xie, Wenjing, 2020. "Spillover effects of capital controls on capital flows and financial risk contagion," Journal of International Money and Finance, Elsevier, vol. 105(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Luiz Antonio Joia & Rodrigo Proença, 2022. "The social representation of fintech from the perspective of traditional financial sector professionals: evidence from Brazil," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-27, December.
    2. Roberto Moro-Visconti & Salvador Cruz Rambaud & Joaquín López Pascual, 2020. "Sustainability in FinTechs: An Explanation through Business Model Scalability and Market Valuation," Sustainability, MDPI, vol. 12(24), pages 1-24, December.
    3. Yinhong Yao & Jianping Li, 2022. "Operational risk assessment of third-party payment platforms: a case study of China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-20, December.
    4. Kowalewski, Oskar & Pisany, Paweł, 2022. "Banks' consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing," International Review of Financial Analysis, Elsevier, vol. 81(C).
    5. Fred Huibers, 2021. "Regulatory Response to the Rise of Fintech Credit in The Netherlands," JRFM, MDPI, vol. 14(8), pages 1-12, August.
    6. Huang, Shuo, 2022. "Does FinTech improve the investment efficiency of enterprises? Evidence from China’s small and medium-sized enterprises," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 571-586.
    7. Tianlei Pi & Haoxuan Hu & Jingyi Lu & Xue Chen, 2022. "The Analysis of Fintech Risks in China: Based on Fuzzy Models," Mathematics, MDPI, vol. 10(9), pages 1-13, April.
    8. Hiranya Dissanayake & Catalin Popescu & Anuradha Iddagoda, 2023. "A Bibliometric Analysis of Financial Technology: Unveiling the Research Landscape," FinTech, MDPI, vol. 2(3), pages 1-16, August.
    9. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    10. Hasan, Iftekhar & Kwak, Boreum & Li, Xiang, 2023. "Financial technologies and the effectiveness of monetary policy transmission," IWH Discussion Papers 26/2020, Halle Institute for Economic Research (IWH), revised 2023.
    11. Ziemba, Paweł, 2022. "Uncertain Multi-Criteria analysis of offshore wind farms projects investments – Case study of the Polish Economic Zone of the Baltic Sea," Applied Energy, Elsevier, vol. 309(C).
    12. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
    13. Pacelli, Vincenzo & Miglietta, Federica & Foglia, Matteo, 2022. "The extreme risk connectedness of the new financial system: European evidence," International Review of Financial Analysis, Elsevier, vol. 84(C).
    14. Kakhkharov, Jakhongir & Bianchi, Robert J., 2022. "COVID-19 and policy responses: Early evidence in banks and FinTech stocks," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
    15. E.V. Popov & Zh. Omonov & D.B. Schulgin, 2020. "Institutional Factors in the Development of Financial Technologies in Russia," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 19(4), pages 585-604.
    16. Lei Xu & Qian Liu & Bin Li & Chen Ma, 2022. "Fintech business and firm access to bank loans," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4381-4421, December.
    17. Huang, Yiping & Li, Xiang & Qiu, Han & Yu, Changhua, 2023. "BigTech credit and monetary policy transmission: Micro-level evidence from China," BOFIT Discussion Papers 2/2023, Bank of Finland Institute for Emerging Economies (BOFIT).
    18. Li, Emma & Mao, Mike Qinghao & Zhang, Hong Feng & Zheng, Hao, 2023. "Banks’ investments in fintech ventures," Journal of Banking & Finance, Elsevier, vol. 149(C).
    19. Nisha Mary Thomas, 2023. "Modeling key enablers influencing FinTechs offering SME credit services: A multi-stakeholder perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-27, December.
    20. Ahmad Alaassar & Anne-Laure Mention & Tor Helge Aas, 2022. "Ecosystem dynamics: exploring the interplay within fintech entrepreneurial ecosystems," Small Business Economics, Springer, vol. 58(4), pages 2157-2182, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:fininn:v:7:y:2021:i:1:d:10.1186_s40854-021-00256-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.