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CTM and QFD analysis: Framework for fintech adoption priority in commercial banks

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  • Donghoon Kang
  • So Young Sohn

Abstract

As financial technology (fintech) is developing rapidly, many commercial banks experience difficulty deciding what kind of fintech to primarily focus on when managing their business. Owing to limited resources and assets, there is a practical need for guidelines for banks’ investments in fintech. This study provides a systemic procedure to identify promising fintech groups and their investment priorities. We propose a QFD-based decision support framework for banks by considering both aspects of the emerging fintech push identified using patent topic modeling and the market pull of banking services obtained from a survey of the literature and experts. An empirical application of the proposed QFD framework to major South Korean banks shows that transaction support technology, secure transactions, and trading platforms are the three most important fintech categories. The QFD results are utilized to guide individual banks for further investment strategies such as mergers and acquisitions, strategic partnerships, and spin-off operations. The proposed framework can be generalized and applied to other financial service firms.

Suggested Citation

  • Donghoon Kang & So Young Sohn, 2023. "CTM and QFD analysis: Framework for fintech adoption priority in commercial banks," PLOS ONE, Public Library of Science, vol. 18(11), pages 1-19, November.
  • Handle: RePEc:plo:pone00:0287826
    DOI: 10.1371/journal.pone.0287826
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    References listed on IDEAS

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    1. Lianying Yao & Xiaoli Yang, 2022. "Can digital finance boost SME innovation by easing financing constraints?: Evidence from Chinese GEM-listed companies," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-20, March.
    2. Yinqiao Li & Renée Spigt & Laurens Swinkels, 2017. "The impact of FinTech start-ups on incumbent retail banks’ share prices," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-16, December.
    3. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    4. Syed Mithun Ali & S M Nazmul Hoq & A B M Mainul Bari & Golam Kabir & Sanjoy Kumar Paul, 2022. "Evaluating factors contributing to the failure of information system in the banking industry," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-21, March.
    5. Christian Haddad & Lars Hornuf, 2019. "The emergence of the global fintech market: economic and technological determinants," Small Business Economics, Springer, vol. 53(1), pages 81-105, June.
    6. Thakor, Anjan V., 2020. "Fintech and banking: What do we know?," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    7. Longbing Cao & Qiang Yang & Philip S. Yu, 2020. "Data science and AI in FinTech: An overview," Papers 2007.12681, arXiv.org, revised Jul 2021.
    8. Ting Yao & Liangrong Song, 2021. "Examining the differences in the impact of Fintech on the economic capital of commercial banks’ market risk: evidence from a panel system GMM analysis," Applied Economics, Taylor & Francis Journals, vol. 53(23), pages 2647-2660, May.
    9. Yun Ye & Yongjian Pu & Ailun Xiong, 2022. "The impact of digital finance on household participation in risky financial markets: Evidence-based study from China," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-16, April.
    10. Malcolm Baker & Jeffrey Wurgler, 2015. "Do Strict Capital Requirements Raise the Cost of Capital? Bank Regulation, Capital Structure, and the Low-Risk Anomaly," American Economic Review, American Economic Association, vol. 105(5), pages 315-320, May.
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