IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v155y2023ipas0148296322008414.html
   My bibliography  Save this article

FinTech in the financial system: Towards a capital-intensive and high competence human capital reality?

Author

Listed:
  • Campanella, Francesco
  • Serino, Luana
  • Battisti, Enrico
  • Giakoumelou, Anastasia
  • Karasamani, Isabella

Abstract

Digital transformation has generated a multifaceted shift in the financial industry through financial technology (FinTech). This study focuses on the effect that a series of the most impactful technological tools adopted by banks have on their business model, with a special focus on the evolution of human capital and traditional capital intensity in the sector. To our knowledge, the latter represents a gap in current intellectual capital literature that our paper aims to fill by investigating the impact of digital transformation on human capital efficiency and intensity in the European banking system. Our data on 1,250 banks in the European Union suggest the banking sector is going through a transformation of its very core business model, further translated into improved efficiency and profitability. Evidence highlights a shift of banking institutions towards a more capital-intensive model, contradicting centuries-old business traditions, as well as a simultaneous rise in the competency level and intensity of highly qualified human capital that shape the new model.

Suggested Citation

  • Campanella, Francesco & Serino, Luana & Battisti, Enrico & Giakoumelou, Anastasia & Karasamani, Isabella, 2023. "FinTech in the financial system: Towards a capital-intensive and high competence human capital reality?," Journal of Business Research, Elsevier, vol. 155(PA).
  • Handle: RePEc:eee:jbrese:v:155:y:2023:i:pa:s0148296322008414
    DOI: 10.1016/j.jbusres.2022.113376
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296322008414
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2022.113376?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Liudmila Zavolokina & Mateusz Dolata & Gerhard Schwabe, 2016. "The FinTech phenomenon: antecedents of financial innovation perceived by the popular press," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-16, December.
    2. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    3. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    4. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    5. Juliane Begenau & Maryam Farboodi & Laura Veldkamp, 2018. "Big Data in Finance and the Growth of Large Firms," Working Papers 18-08, New York University, Leonard N. Stern School of Business, Department of Economics.
    6. Naeem, Muhammad Abubakr & Karim, Sitara & Jamasb, Tooraj & Nepal, Rabindra, 2022. "Risk Transmission between Green Markets and Commodities," Working Papers 2-2022, Copenhagen Business School, Department of Economics.
    7. Ramona Rupeika-Apoga & Eleftherios I. Thalassinos, 2020. "Ideas for a Regulatory Definition of FinTech," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(2), pages 136-154.
    8. Juliane Begenau & Laura Veldkamp & Maryam Farboodi, 2018. "Big Data in Finance and the Growth of Large Firms," 2018 Meeting Papers 155, Society for Economic Dynamics.
    9. Lars Hornuf & Milan F. Klus & Todor S. Lohwasser & Armin Schwienbacher, 2021. "How do banks interact with fintech startups?," Small Business Economics, Springer, vol. 57(3), pages 1505-1526, October.
    10. Jagtiani, Julapa & Lemieux, Catharine, 2018. "Do fintech lenders penetrate areas that are underserved by traditional banks?," Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
    11. Robert DeYoung, 2005. "The Performance of Internet-Based Business Models: Evidence from the Banking Industry," The Journal of Business, University of Chicago Press, vol. 78(3), pages 893-948, May.
    12. Begenau, Juliane & Farboodi, Maryam & Veldkamp, Laura, 2018. "Big data in finance and the growth of large firms," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 71-87.
    13. Battisti, Enrico & Alfiero, Simona & Leonidou, Erasmia, 2022. "Remote working and digital transformation during the COVID-19 pandemic: Economic–financial impacts and psychological drivers for employees," Journal of Business Research, Elsevier, vol. 150(C), pages 38-50.
    14. Vives, Xavier, 2019. "Competition and stability in modern banking: A post-crisis perspective," International Journal of Industrial Organization, Elsevier, vol. 64(C), pages 55-69.
    15. Robert DeYoung, 2001. "The financial performance of pure play Internet banks," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 25(Q I), pages 60-78.
    16. Thakor, Anjan V., 2020. "Fintech and banking: What do we know?," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    17. Kamil Nowak, 2017. "Low Cost Retirement Solutions Based On Robo-Advisors And Exchange Traded Funds," Copernican Journal of Finance & Accounting, Uniwersytet Mikolaja Kopernika, vol. 6(3), pages 75-94.
    18. Weichert, Margaret, 2017. "The future of payments: How FinTech players are accelerating customer-driven innovation in financial services," Journal of Payments Strategy & Systems, Henry Stewart Publications, vol. 11(1), pages 23-33, March.
    19. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2223-2273.
    20. 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.
    21. Lee, Chi-Chuan & Li, Xinrui & Yu, Chin-Hsien & Zhao, Jinsong, 2021. "Does fintech innovation improve bank efficiency? Evidence from China’s banking industry," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 468-483.
    22. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    23. Luana Serino & Armando Papa & Francesco Campanella & Jens Mueller, 2019. "Credit access and performance of Italian firms: how relevant is gender?," International Journal of Managerial and Financial Accounting, Inderscience Enterprises Ltd, vol. 11(3/4), pages 269-289.
    24. Bresciani, Stefano & Ciampi, Francesco & Meli, Francesco & Ferraris, Alberto, 2021. "Using big data for co-innovation processes: Mapping the field of data-driven innovation, proposing theoretical developments and providing a research agenda," International Journal of Information Management, Elsevier, vol. 60(C).
    25. Kuo Chuen, David LEE & Teo, Ernie G.S., 2015. "Emergence of FinTech and the LASIC principles," Journal of Financial Perspectives, EY Global FS Institute, vol. 3(3), pages 24-36.
    26. Maria Demertzis & Silvia Merler & Guntram B Wolff, 2018. "Capital Markets Union and the Fintech Opportunity," Journal of Financial Regulation, Oxford University Press, vol. 4(1), pages 157-165.
    27. Karim, Sitara & Lucey, Brian M. & Naeem, Muhammad Abubakr & Uddin, Gazi Salah, 2022. "Examining the interrelatedness of NFTs, DeFi tokens and cryptocurrencies," Finance Research Letters, Elsevier, vol. 47(PB).
    28. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    29. José María Liberti & Mitchell A Petersen, 2019. "Information: Hard and Soft," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 8(1), pages 1-41.
    30. Sledgianowski, Deb & Gomaa, Mohamed & Tan, Christine, 2017. "Toward integration of Big Data, technology and information systems competencies into the accounting curriculum," Journal of Accounting Education, Elsevier, vol. 38(C), pages 81-93.
    31. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," Review of Finance, European Finance Association, vol. 33(5), pages 2223-2273.
    32. Van Thiel, Diederick & Van Raaij, Willem Frederik (Fred), 2019. "Artificial intelligence credit risk prediction: An empirical study of analytical artificial intelligence tools for credit risk prediction in a digital era," Journal of Risk Management in Financial Institutions, Henry Stewart Publications, vol. 12(3), pages 268-286, June.
    33. Juliane Begenau & Maryam Farboodi & Laura Veldkamp, 2018. "Big Data in Finance and the Growth of Large Firms," NBER Working Papers 24550, National Bureau of Economic Research, Inc.
    34. Uddin, Md Hamid & Mollah, Sabur & Ali, Md Hakim, 2020. "Does cyber tech spending matter for bank stability?," International Review of Financial Analysis, Elsevier, vol. 72(C).
    35. Stanislav Mamonov & Ross Malaga, 2019. "Success factors in Title II equity crowdfunding in the United States," Venture Capital, Taylor & Francis Journals, vol. 21(2-3), pages 223-241, July.
    36. Henry Kaiser, 1970. "A second generation little jiffy," Psychometrika, Springer;The Psychometric Society, vol. 35(4), pages 401-415, December.
    37. Stefan Debortoli & Oliver Müller & Jan Brocke, 2014. "Comparing Business Intelligence and Big Data Skills," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 6(5), pages 289-300, October.
    38. Naeem, Muhammad Abubakr & Pham, Linh & Senthilkumar, Arunachalam & Karim, Sitara, 2022. "Oil shocks and BRIC markets: Evidence from extreme quantile approach," Energy Economics, Elsevier, vol. 108(C).
    39. Nofie Iman, 2020. "The rise and rise of financial technology: The good, the bad, and the verdict," Cogent Business & Management, Taylor & Francis Journals, vol. 7(1), pages 1725309-172, January.
    40. Fabio Panetta, 2017. "Digital innovation in the Italian financial industry," BANCARIA, Bancaria Editrice, vol. 10, pages 54-56, October.
    41. Kusi, Samuel Yaw & Gabrielsson, Peter & Baumgarth, Carsten, 2022. "How classical and entrepreneurial brand management increases the performance of internationalising SMEs?," Journal of World Business, Elsevier, vol. 57(5).
    42. Liu, Jiajia & Li, Xuerong & Wang, Shouyang, 2020. "What have we learnt from 10 years of fintech research? a scientometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    43. Sanjiv R. Das, 2019. "The future of fintech," Financial Management, Financial Management Association International, vol. 48(4), pages 981-1007, December.
    44. Wang, Yang & Xiuping, Sui & Zhang, Qi, 2021. "Can fintech improve the efficiency of commercial banks? —An analysis based on big data," Research in International Business and Finance, Elsevier, vol. 55(C).
    45. Naceur, Sami Ben & Omran, Mohammed, 2011. "The effects of bank regulations, competition, and financial reforms on banks' performance," Emerging Markets Review, Elsevier, vol. 12(1), pages 1-20, March.
    46. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
    47. Karim, Sitara & Naz, Farah & Naeem, Muhammad Abubakr & Vigne, Samuel A., 2022. "Is FinTech providing effective solutions to Small and Medium Enterprises (SMEs) in ASEAN countries?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 335-344.
    48. Kuan-Chieh Chen, 2020. "Implications of Fintech Developments for Traditional Banks," International Journal of Economics and Financial Issues, Econjournals, vol. 10(5), pages 227-235.
    49. Pamuji Gesang Raharjo & Dedi Budiman Hakim & Adler Hayman Manurung & Tubagus N.A. Maulana, 2014. "The Determinant of Commercial Banks' Interest Margin in Indonesia: An Analysis of Fixed Effect Panel Regression," International Journal of Economics and Financial Issues, Econjournals, vol. 4(2), pages 295-308.
    50. Murinde, Victor & Rizopoulos, Efthymios & Zachariadis, Markos, 2022. "The impact of the FinTech revolution on the future of banking: Opportunities and risks," International Review of Financial Analysis, Elsevier, vol. 81(C).
    51. Nuyens, Hedwige, 2019. "How disruptive are FinTech and digital for banks and regulators?," Journal of Risk Management in Financial Institutions, Henry Stewart Publications, vol. 12(3), pages 217-222, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Li, Chengming & Wang, Yilin & Zhou, Zhihan & Wang, Zeyu & Mardani, Abbas, 2023. "Digital finance and enterprise financing constraints: Structural characteristics and mechanism identification," Journal of Business Research, Elsevier, vol. 165(C).
    2. Galeone, Graziana & Ranaldo, Simona & Fusco, Antonio, 2024. "ESG and FinTech: Are they connected?," Research in International Business and Finance, Elsevier, vol. 69(C).
    3. Koranteng, Barbara & You, Kefei, 2024. "Fintech and financial stability: Evidence from spatial analysis for 25 countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 93(C).
    4. Ibrahim Mutambik, 2023. "Customer Experience in Open Banking and How It Affects Loyalty Intention: A Study from Saudi Arabia," Sustainability, MDPI, vol. 15(14), pages 1-20, July.
    5. Gong, Yaping & Khan, Muhammad Aamir & TAM, Kar Yan, 2024. "Assessing Competencies of Fintech Employees: Development and Validation of a Competency Model and Assessment Scale," OSF Preprints g9e7j, Center for Open Science.
    6. Cheuk Hang Au & Kevin K. W. Ho & Kris. M. Y. Law & Dickson K. W. Chiu, 2024. "Critical success factors of users’ continuous intention of adopting cryptocurrency exchanges: LAS-VICT principle," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-16, December.
    7. Shafiq Ur Rehman & Sajjad Nawaz Khan & Waseem Subhani & Iftikhar Mehboob & Muhammad Noman Yaseen & Asad Qayoom, 2023. "Impact of Distributed Ledger Technology (DLT) and Fintech Investment on Central Bank Policy and Monetary Policy Effectiveness," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 12(3), pages 202-210.
    8. Giakoumelou, Anastasia & Salvi, Antonio & Bekiros, Stelios & Onorato, Grazia, 2024. "ESG and FinTech funding in the EU," Research in International Business and Finance, Elsevier, vol. 69(C).
    9. Olesya P. Kazachenok & Galina V. Stankevich & Natalia N. Chubaeva & Yuliya G. Tyurina, 2023. "Economic and legal approaches to the humanization of FinTech in the economy of artificial intelligence through the integration of blockchain into ESG Finance," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.

    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. Choudhary, Priya & Thenmozhi, M., 2024. "Fintech and financial sector: ADO analysis and future research agenda," International Review of Financial Analysis, Elsevier, vol. 93(C).
    2. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
    3. Tang, Mengxuan & Hu, Yang & Corbet, Shaen & Hou, Yang (Greg) & Oxley, Les, 2024. "Fintech, bank diversification and liquidity: Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
    4. 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).
    5. Guo, Junyan & Fang, Hanqing & Liu, Xuexin & Wang, Cizhi & Wang, Yuan, 2023. "FinTech and financing constraints of enterprises: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    6. Guo, Pin & Zhang, Cheng, 2023. "The impact of bank FinTech on liquidity creation: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    7. Galeone, Graziana & Ranaldo, Simona & Fusco, Antonio, 2024. "ESG and FinTech: Are they connected?," Research in International Business and Finance, Elsevier, vol. 69(C).
    8. Zhao, Yang & Goodell, John W. & Wang, Yong & Abedin, Mohammad Zoynul, 2023. "Fintech, macroprudential policies and bank risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    9. Hong, Liu & Nikbakht, Ehsan & Zhou, Tianpeng, 2023. "Does product market competition affect the adoption of FinTech by non-financial firms?," Finance Research Letters, Elsevier, vol. 54(C).
    10. Wang, Xiaoting & Hou, Siyuan & Kyaw, Khine & Xue, Xupeng & Liu, Xueqin, 2023. "Exploring the determinants of Fintech Credit: A comprehensive analysis," Economic Modelling, Elsevier, vol. 126(C).
    11. Chen, Wen & Wu, Weili & Zhang, Tonghui, 2023. "Fintech development, firm digitalization, and bank loan pricing," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
    12. Luo, Sumei & Sun, Yongkun & Yang, Fan & Zhou, Guangyou, 2022. "Does fintech innovation promote enterprise transformation? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    13. 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.
    14. Metawa, Noura & Dogan, Eyup & Taskin, Dilvin, 2022. "Analyzing the nexus of green economy, clean and financial technology," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 385-396.
    15. Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos & Suárez, Nuria, 2024. "Digital disruptors at the gate. Does FinTech lending affect bank market power and stability?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    16. Luo, Sumei & Sun, Yongkun & Zhou, Rui, 2022. "Can fintech innovation promote household consumption? Evidence from China family panel studies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    17. 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).
    18. 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.
    19. Lee, Chien-Chiang & Tang, Manting & Lee, Chi-Chuan, 2023. "Reaping digital dividends: Digital inclusive finance and high-quality development of enterprises in China," Telecommunications Policy, Elsevier, vol. 47(2).
    20. Geng, Hongyan & Guo, Pin & Cheng, Maoyong, 2023. "The dark side of bank FinTech: Evidence from a transition economy," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1811-1830.

    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:eee:jbrese:v:155:y:2023:i:pa:s0148296322008414. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    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.