IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v62y2020ics0927538x18305638.html
   My bibliography  Save this article

Do financial technology firms influence bank performance?

Author

Listed:
  • Phan, Dinh Hoang Bach
  • Narayan, Paresh Kumar
  • Rahman, R. Eki
  • Hutabarat, Akhis R.

Abstract

We develop a hypothesis that the growth of financial technology (FinTech) negatively influences bank performance. We study the Indonesia market, where FinTech growth has been impressive. Using a sample of 41 banks and data on FinTech firms, we show that the growth of FinTech firms negatively influences bank performance. We test our hypothesis through multiple additional tests and robustness tests, such as sensitivity to bank characteristics, effects of the Global Financial Crisis, and the use of alternative estimators. Our main conclusion that FinTech negatively predicts bank performance holds.

Suggested Citation

  • Phan, Dinh Hoang Bach & Narayan, Paresh Kumar & Rahman, R. Eki & Hutabarat, Akhis R., 2020. "Do financial technology firms influence bank performance?," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
  • Handle: RePEc:eee:pacfin:v:62:y:2020:i:c:s0927538x18305638
    DOI: 10.1016/j.pacfin.2019.101210
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X18305638
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2019.101210?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. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    2. Djalilov, Khurshid & Piesse, Jenifer, 2016. "Determinants of bank profitability in transition countries: What matters most?," Research in International Business and Finance, Elsevier, vol. 38(C), pages 69-82.
    3. Jacob A. Bikker & Haixia Hu, 2002. "Cyclical patterns in profits, provisioning and lending of banks and procyclicality of the new Basel capital requirements," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 55(221), pages 143-175.
    4. Demirguc, Asli & Huizinga, Harry, 1999. "Determinants of Commercial Bank Interest Margins and Profitability: Some International Evidence," The World Bank Economic Review, World Bank, vol. 13(2), pages 379-408, May.
    5. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    6. Berger, Allen N, 1995. "The Relationship between Capital and Earnings in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(2), pages 432-456, May.
    7. 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.
    8. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    9. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    10. Nadiah Hidayati & Hermanto Siregar & Syamsul Hidayat Pasaribu, 2017. "Determinant Of Efficiency Of The Islamic Banking In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(1), pages 1-20, July.
    11. Molyneux, Philip & Thornton, John, 1992. "Determinants of European bank profitability: A note," Journal of Banking & Finance, Elsevier, vol. 16(6), pages 1173-1178, December.
    12. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Privatization matters: Bank efficiency in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2155-2178, August.
    13. Scott, Susan V. & Van Reenen, John & Zachariadis, Markos, 2017. "The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services," Research Policy, Elsevier, vol. 46(5), pages 984-1004.
    14. Agusman, Agusman & Cullen, Grant S. & Gasbarro, Dominic & Monroe, Gary S. & Zumwalt, J. Kenton, 2014. "Government intervention, bank ownership and risk-taking during the Indonesian financial crisis," Pacific-Basin Finance Journal, Elsevier, vol. 30(C), pages 114-131.
    15. 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.
    16. Wu, Yueh-Cheng & Wei Kiong Ting, Irene & Lu, Wen-Min & Nourani, Mohammad & Kweh, Qian Long, 2016. "The impact of earnings management on the performance of ASEAN banks," Economic Modelling, Elsevier, vol. 53(C), pages 156-165.
    17. Hamid Mehran, 2011. "Bank Capital and Value in the Cross-Section," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1019-1067.
    18. Micco, Alejandro & Panizza, Ugo & Yanez, Monica, 2007. "Bank ownership and performance. Does politics matter?," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 219-241, January.
    19. Pepinsky, Thomas B., 2013. "Development, Social Change, and Islamic Finance in Contemporary Indonesia," World Development, Elsevier, vol. 41(C), pages 157-167.
    20. Villeroy de Galhau, F., 2016. "Constructing the possible trinity of innovation, stability and regulation for digital finance," Financial Stability Review, Banque de France, issue 20, pages 5-13, April.
    21. Saiful Anwar & A.M Hasan Ali, 2018. "ANNs-BASED EARLY WARNING SYSTEM FOR INDONESIAN ISLAMIC BANKS," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(3), pages 1-18, January.
    22. Pasiouras, Fotios & Kosmidou, Kyriaki, 2007. "Factors influencing the profitability of domestic and foreign commercial banks in the European Union," Research in International Business and Finance, Elsevier, vol. 21(2), pages 222-237, June.
    23. Beatty, Anne & Liao, Scott, 2011. "Do delays in expected loss recognition affect banks' willingness to lend?," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 1-20, June.
    24. Vazquez, Francisco & Federico, Pablo, 2015. "Bank funding structures and risk: Evidence from the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 1-14.
    25. Mansor H. Ibrahim, 2019. "Capital Regulation And Islamic Banking Performance: Panel Evidence," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 22(1), pages 1-22.
    26. Kasman, Adnan & Tunc, Gokce & Vardar, Gulin & Okan, Berna, 2010. "Consolidation and commercial bank net interest margins: Evidence from the old and new European Union members and candidate countries," Economic Modelling, Elsevier, vol. 27(3), pages 648-655, May.
    27. Matousek, Roman & Rughoo, Aarti & Sarantis, Nicholas & George Assaf, A., 2015. "Bank performance and convergence during the financial crisis: Evidence from the ‘old’ European Union and Eurozone," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 208-216.
    28. Smirlock, Michael, 1985. "Evidence on the (Non) Relationship between Concentration and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 69-83, February.
    29. Anginer, Deniz & Demirguc-Kunt, Asli & Huizinga, Harry & Ma, Kebin, 2013. "How does corporate governance affect bank capitalization strategies ?," Policy Research Working Paper Series 6636, The World Bank.
    30. Stefanie Haller & Iulia Siedschlag, 2011. "Determinants of ICT adoption: evidence from firm-level data," Applied Economics, Taylor & Francis Journals, vol. 43(26), pages 3775-3788.
    31. Brian L. Dos Santos & Ken Peffers, 1995. "Rewards to Investors in Innovative Information Technology Applications: First Movers and Early Followers in ATMs," Organization Science, INFORMS, vol. 6(3), pages 241-259, June.
    32. Agusman, Agusman & Monroe, Gary S. & Gasbarro, Dominic & Zumwalt, J.K., 2008. "Accounting and capital market measures of risk: Evidence from Asian banks during 1998-2003," Journal of Banking & Finance, Elsevier, vol. 32(4), pages 480-488, April.
    33. Claeys, Sophie & Vander Vennet, Rudi, 2008. "Determinants of bank interest margins in Central and Eastern Europe: A comparison with the West," Economic Systems, Elsevier, vol. 32(2), pages 197-216, June.
    34. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Bank performance, efficiency and ownership in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 31-53, January.
    35. Mahjus Ekananda, 2017. "Macroeconomic Condition And Banking Industry Performance In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(1), pages 1-28, July.
    36. Yener Altunbas & Santiago Carbo & Edward P.M. Gardener & Philip Molyneux, 2007. "Examining the Relationships between Capital, Risk and Efficiency in European Banking," European Financial Management, European Financial Management Association, vol. 13(1), pages 49-70, January.
    37. Denny Irawan & Febrio Kacarib, 2017. "Tri-Cycles Analysis On Bankperformance: Panel Var Approach," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 19(4), pages 1-40, April.
    38. Jacques, Kevin & Nigro, Peter, 1997. "Risk-based capital, portfolio risk, and bank capital: A simultaneous equations approach," Journal of Economics and Business, Elsevier, vol. 49(6), pages 533-547.
    39. Iannotta, Giuliano & Nocera, Giacomo & Sironi, Andrea, 2007. "Ownership structure, risk and performance in the European banking industry," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2127-2149, July.
    40. Goktan, M. Sinan & Muslu, Volkan, 2018. "Benefits of public reporting: Evidence from IPOs backed by listed private equity firms," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 669-688.
    41. Valentina Flamini & Miss Liliana B Schumacher & Mr. Calvin A McDonald, 2009. "The Determinants of Commercial Bank Profitability in Sub-Saharan Africa," IMF Working Papers 2009/015, International Monetary Fund.
    42. Albertazzi, Ugo & Gambacorta, Leonardo, 2009. "Bank profitability and the business cycle," Journal of Financial Stability, Elsevier, vol. 5(4), pages 393-409, December.
    43. Azka Azifah Dienillah & Lukytawati Anggraeni & Sahara, 2018. "Impact Of Financial Inclusion On Financial Stability Based On Income Group Countries," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(4), pages 1-14, April.
    44. Antonio Trujillo-Ponce, 2013. "What determines the profitability of banks? Evidence from Spain," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 53(2), pages 561-586, June.
    45. Cornett, Marcia Millon & Guo, Lin & Khaksari, Shahriar & Tehranian, Hassan, 2010. "The impact of state ownership on performance differences in privately-owned versus state-owned banks: An international comparison," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 74-94, January.
    46. Stephen Miller & Athanasios Noulas, 1997. "Portfolio mix and large-bank profitability in the USA," Applied Economics, Taylor & Francis Journals, vol. 29(4), pages 505-512.
    47. Astoeti Wahjoe Widiarti & Hermanto Siregar & Trias Andati, 2015. "The Determinants Of Bank’S Efficiency In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 18(2), pages 1-28, July.
    48. H. Semih Yildirim & George Philippatos, 2007. "Efficiency of Banks: Recent Evidence from the Transition Economies of Europe, 1993-2000," The European Journal of Finance, Taylor & Francis Journals, vol. 13(2), pages 123-143.
    49. Rime, Bertrand, 2001. "Capital requirements and bank behaviour: Empirical evidence for Switzerland," Journal of Banking & Finance, Elsevier, vol. 25(4), pages 789-805, April.
    50. Dietrich, Andreas & Wanzenried, Gabrielle, 2014. "The determinants of commercial banking profitability in low-, middle-, and high-income countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(3), pages 337-354.
    51. Timothy H. Hannan & John M. McDowell, 1984. "The Determinants of Technology Adoption: The Case of the Banking Firm," RAND Journal of Economics, The RAND Corporation, vol. 15(3), pages 328-335, Autumn.
    52. Williams, Jonathan & Nguyen, Nghia, 2005. "Financial liberalisation, crisis, and restructuring: A comparative study of bank performance and bank governance in South East Asia," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2119-2154, August.
    53. repec:idn:journl:v:18:y:2016:i:4:p:1-18 is not listed on IDEAS
    54. Berger, Allen N. & Hanweck, Gerald A. & Humphrey, David B., 1987. "Competitive viability in banking : Scale, scope, and product mix economies," Journal of Monetary Economics, Elsevier, vol. 20(3), pages 501-520, December.
    55. repec:idn:journl:v:18:y:2015:i:2:p:1-28 is not listed on IDEAS
    56. Olson, Dennis & Zoubi, Taisier, 2017. "Convergence in bank performance for commercial and Islamic banks during and after the Global Financial Crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 71-87.
    57. Robert Cull & Mr. Maria Soledad Martinez Peria & Jeanne Verrier, 2017. "Bank Ownership: Trends and Implications," IMF Working Papers 2017/060, International Monetary Fund.
    58. Short, Brock K., 1979. "The relation between commercial bank profit rates and banking concentration in Canada, Western Europe, and Japan," Journal of Banking & Finance, Elsevier, vol. 3(3), pages 209-219, September.
    59. Lee, Chien-Chiang & Hsieh, Meng-Fen, 2013. "The impact of bank capital on profitability and risk in Asian banking," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 251-281.
    60. Bourke, Philip, 1989. "Concentration and other determinants of bank profitability in Europe, North America and Australia," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 65-79, March.
    61. Talavera, Oleksandr & Yin, Shuxing & Zhang, Mao, 2018. "Age diversity, directors' personal values, and bank performance," International Review of Financial Analysis, Elsevier, vol. 55(C), pages 60-79.
    62. repec:idn:journl:v:18:y:2016:i:3c:p:1-26 is not listed on IDEAS
    63. Köster, Hannes & Pelster, Matthias, 2017. "Financial penalties and bank performance," Journal of Banking & Finance, Elsevier, vol. 79(C), pages 57-73.
    64. Samy Ben Naceur & Mohamed Goaied, 2001. "The determinants of the Tunisian deposit banks' performance," Applied Financial Economics, Taylor & Francis Journals, vol. 11(3), pages 317-319.
    65. 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.
    66. Norzitah Abdul Karim & Syed Musa Syed Jaafar Al-Habshi & Muhamad Abduh, 2016. "Macroeconomics Indicators And Bank Stability: A Case Of Banking In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 18(4), pages 1-18, April.
    67. Anna Giunta & Francesco Trivieri, 2007. "Understanding the determinants of information technology adoption: evidence from Italian manufacturing firms," Applied Economics, Taylor & Francis Journals, vol. 39(10), pages 1325-1334.
    68. Aviliani & Hermanto Siregar & Tubagus Nur Ahmad Maulana & Heni Hasanah, 2015. "The Impact Of Macroeconomic Condition On The Bank’S Performance In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 17(4), pages 1-24, April.
    69. Shaban, Mohamed & James, Gregory A., 2018. "The effects of ownership change on bank performance and risk exposure: Evidence from indonesia," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 483-497.
    70. Chen, Hung-Kun & Liao, Yin-Chi & Lin, Chih-Yung & Yen, Ju-Fang, 2018. "The effect of the political connections of government bank CEOs on bank performance during the financial crisis," Journal of Financial Stability, Elsevier, vol. 36(C), pages 130-143.
    71. repec:idn:journl:v:18:y:2016:i:3:p:1-18 is not listed on IDEAS
    72. Ebrinda Daisy Gustiani, & Ascarya & Jaenal Effendi, 2010. "Influence Analysis Of Social Values On The Number Of Islamic Money Demand In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 12(4), pages 1-30, April.
    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. Dinh Phan & Paresh Kumar Narayan & Akhis R. Hutabarat, 2018. "Do Financial Technology Firms Influence Bank Performance?," Working Papers WP/19/2018, Bank Indonesia.
    2. Ayaydin, Hasan & Karaaslan, İbrahim, 2014. "Stock Market Development, Bank Concentration, Ownership Structure, and Bank Performance: Evidence from Turkey," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 1(1), pages 49-67.
    3. Hasan AYAYDIN & Ýbrahim KARAASLAN, 2014. "Stock Market Development, Bank Concentration, Ownership Structure, and Bank Performance: Evidence from Turkey," Journal of Economics and Political Economy, KSP Journals, vol. 1(1), pages 49-67, September.
    4. Dietrich, Andreas & Wanzenried, Gabrielle, 2014. "The determinants of commercial banking profitability in low-, middle-, and high-income countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(3), pages 337-354.
    5. Robin, Iftekhar & Salim, Ruhul & Bloch, Harry, 2018. "Financial performance of commercial banks in the post-reform era: Further evidence from Bangladesh," Economic Analysis and Policy, Elsevier, vol. 58(C), pages 43-54.
    6. Djalilov, Khurshid & Piesse, Jenifer, 2016. "Determinants of bank profitability in transition countries: What matters most?," Research in International Business and Finance, Elsevier, vol. 38(C), pages 69-82.
    7. Pankaj Sinha & Sakshi Sharma, 2016. "Determinants of bank profits and its persistence in Indian Banks: a study in a dynamic panel data framework," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 7(1), pages 35-46, March.
    8. Dietrich, Andreas & Wanzenried, Gabrielle, 2011. "Determinants of bank profitability before and during the crisis: Evidence from Switzerland," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 307-327, July.
    9. Jordan Kjosevski & Mihail Petkovski, 2017. "Determinants of Bank Profitability in the Republic of Macedonia – a Panel Data Analysis," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 41-65.
    10. Seyed Alireza Athari & Mahboubeh Bahreini, 2023. "The impact of external governance and regulatory settings on the profitability of Islamic banks: Evidence from Arab markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 2124-2147, April.
    11. Ahmad Sahyouni & Man Wang, 2018. "The determinants of Bank Profitability: Does Liquidity Creation matter?," Journal of Economics and Financial Analysis, Tripal Publishing House, vol. 2(2), pages 61-85.
    12. Hongxing Yao & Muhammad Haris & Gulzara Tariq, 2018. "Profitability Determinants of Financial Institutions: Evidence from Banks in Pakistan," IJFS, MDPI, vol. 6(2), pages 1-28, May.
    13. Ozili, Peterson, K, 2016. "Bank Profitability and Capital Regulation: Evidence from Listed and non-Listed Banks in Africa," MPRA Paper 75856, University Library of Munich, Germany.
    14. TOMULEASA, Ioana-Iuliana & COCRIŞ, Vasile, 2014. "Measuring The Financial Performance Of The European Systemically Important Banks," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 18(4), pages 31-51.
    15. 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.
    16. Kumar, Vijay & Thrikawala, Sujani & Acharya, Sanjeev, 2022. "Financial inclusion and bank profitability: Evidence from a developed market," Global Finance Journal, Elsevier, vol. 53(C).
    17. Christian Haddad & Lars Hornuf, 2021. "The Impact of Fintech Startups on Financial Institutions' Performance and Default Risk," CESifo Working Paper Series 9050, CESifo.
    18. Mr. Selim A Elekdag & Sheheryar Malik & Ms. Srobona Mitra, 2019. "Breaking the Bank? A Probabilistic Assessment of Euro Area Bank Profitability," IMF Working Papers 2019/254, International Monetary Fund.
    19. Martins, António Miguel & Serra, Ana Paula & Stevenson, Simon, 2019. "Determinants of real estate bank profitability," Research in International Business and Finance, Elsevier, vol. 49(C), pages 282-300.
    20. Fadzlan Sufian & Muzafar Habibullah, 2009. "Bank specific and macroeconomic determinants of bank profitability: Empirical evidence from the China banking sector," Frontiers of Economics in China, Springer;Higher Education Press, vol. 4(2), pages 274-291, June.

    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:pacfin:v:62:y:2020:i:c:s0927538x18305638. 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/pacfin .

    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.