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Does digital transformation matter for operational risk exposure?

Author

Listed:
  • Uddin, Md Hamid
  • Mollah, Sabur
  • Islam, Nazrul
  • Ali, Md Hakim

Abstract

Basel Committee recommends banks maintain a capital buffer for operational risk exposure based on business volumes, assuming aggressive actions for quicker business growth could increase risk exposures. We argue that technological innovations expose banks to more operational risk because technology helps increase business volume, but system failure, problems with internal processes, and disruptions from external and internal security threats are inherent to technology. Based on 10 years of data for 264 banks from 43 countries, we find that digitalized banking operation is an underlying driver of operational risk that comes with increased business volume. Banks proactively take more operational risks by increasing cyber spending to tackle FinTech competition in the digitalized economy. Digitalization could generally matter for operational risk exposure, but the natural experiment does not find cybersecurity threats per se could increase operational risks even though cybersecurity appears to be a serious threat to digital banking. The study creates new avenues for future research.

Suggested Citation

  • Uddin, Md Hamid & Mollah, Sabur & Islam, Nazrul & Ali, Md Hakim, 2023. "Does digital transformation matter for operational risk exposure?," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  • Handle: RePEc:eee:tefoso:v:197:y:2023:i:c:s0040162523006042
    DOI: 10.1016/j.techfore.2023.122919
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    as
    1. French, Declan & McKillop, Donal, 2016. "Financial literacy and over-indebtedness in low-income households," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 1-11.
    2. Iñaki Aldasoro & Leonardo Gambacorta & Paolo Giudici & Thomas Leach, 2020. "Operational and cyber risks in the financial sector," BIS Working Papers 840, Bank for International Settlements.
    3. Shi, Jinyan & Yu, Conghui & Li, Yanxi & Wang, Tianhe, 2022. "Does green financial policy affect debt-financing cost of heavy-polluting enterprises? An empirical evidence based on Chinese pilot zones for green finance reform and innovations," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    4. Helpman, Elhanan & Rangel, Antonio, 1999. "Adjusting to a New Technology: Experience and Training," Journal of Economic Growth, Springer, vol. 4(4), pages 359-383, December.
    5. Keller, Kevin Lane & Staelin, Richard, 1987. "Effects of Quality and Quantity of Information on Decision Effectiveness," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(2), pages 200-213, September.
    6. Vallascas, Francesco & Mollah, Sabur & Keasey, Kevin, 2017. "Does the impact of board independence on large bank risks change after the global financial crisis?," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 149-166.
    7. Reint Gropp & Christian Gruendl & Andre Guettler, 2014. "The Impact of Public Guarantees on Bank Risk-Taking: Evidence from a Natural Experiment," Review of Finance, European Finance Association, vol. 18(2), pages 457-488.
    8. Nagy Hanna, 2018. "A role for the state in the digital age," Journal of Innovation and Entrepreneurship, Springer, vol. 7(1), pages 1-16, December.
    9. Dahen, Hela & Dionne, Georges, 2010. "Scaling models for the severity and frequency of external operational loss data," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1484-1496, July.
    10. Gillet, Roland & Hübner, Georges & Plunus, Séverine, 2010. "Operational risk and reputation in the financial industry," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 224-235, January.
    11. McNulty, James E. & Akhigbe, Aigbe, 2017. "What do a bank’s legal expenses reveal about its internal controls and operational risk?," Journal of Financial Stability, Elsevier, vol. 30(C), pages 181-191.
    12. Mr. Dong He & Mr. Ross B Leckow & Mr. V. Haksar & Mr. Tommaso Mancini-Griffoli & Nigel Jenkinson & Ms. Mikari Kashima & Mr. Tanai Khiaonarong & Ms. Celine Rochon & Hervé Tourpe, 2017. "Fintech and Financial Services: Initial Considerations," IMF Staff Discussion Notes 2017/005, International Monetary Fund.
    13. Chernobai, Anna & Jorion, Philippe & Yu, Fan, 2011. "The Determinants of Operational Risk in U.S. Financial Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1683-1725, December.
    14. Denbee, Edward & Julliard, Christian & Li, Ye & Yuan, Kathy, 2021. "Network risk and key players: A structural analysis of interbank liquidity," Journal of Financial Economics, Elsevier, vol. 141(3), pages 831-859.
    15. Nordhaus, William D, 1969. "An Economic Theory of Technological Change," American Economic Review, American Economic Association, vol. 59(2), pages 18-28, May.
    16. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    17. 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.
    18. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    19. Haaker, Timber & Ly, Pham Thi Minh & Nguyen-Thanh, Nhan & Nguyen, Hanh Thi Hong, 2021. "Business model innovation through the application of the Internet-of-Things: A comparative analysis," Journal of Business Research, Elsevier, vol. 126(C), pages 126-136.
    20. Cummins, J. David & Lewis, Christopher M. & Wei, Ran, 2006. "The market value impact of operational loss events for US banks and insurers," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2605-2634, October.
    21. Mitra, Sovan & Karathanasopoulos, Andreas & Sermpinis, Georgios & Dunis, Christian & Hood, John, 2015. "Operational risk: Emerging markets, sectors and measurement," European Journal of Operational Research, Elsevier, vol. 241(1), pages 122-132.
    22. Casu, Barbara & Ferrari, Alessandra & Girardone, Claudia & Wilson, John O.S., 2016. "Integration, productivity and technological spillovers: Evidence for eurozone banking industries," European Journal of Operational Research, Elsevier, vol. 255(3), pages 971-983.
    23. 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.
    24. Caputo, Andrea & Pizzi, Simone & Pellegrini, Massimiliano M. & Dabić, Marina, 2021. "Digitalization and business models: Where are we going? A science map of the field," Journal of Business Research, Elsevier, vol. 123(C), pages 489-501.
    25. Tosun, Onur Kemal, 2021. "Cyber-attacks and stock market activity," International Review of Financial Analysis, Elsevier, vol. 76(C).
    26. Barakat, Ahmed & Hussainey, Khaled, 2013. "Bank governance, regulation, supervision, and risk reporting: Evidence from operational risk disclosures in European banks," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 254-273.
    27. Dong He & Ross B Leckow & Vikram Haksar & Tommaso Mancini Griffoli & Nigel Jenkinson & Mikari Kashima & Tanai Khiaonarong & Celine Rochon & Hervé Tourpe, 2017. "Fintech and Financial Services; Initial Considerations," IMF Staff Discussion Notes 17/05, International Monetary Fund.
    28. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    29. Klaus Schaeck & Martin Cihák, 2014. "Competition, Efficiency, and Stability in Banking," Financial Management, Financial Management Association International, vol. 43(1), pages 215-241, March.
    30. Md. Hamid Uddin & Md. Hakim Ali & Mohammad Kabir Hassan, 2020. "Cybersecurity hazards and financial system vulnerability: a synthesis of literature," Risk Management, Palgrave Macmillan, vol. 22(4), pages 239-309, December.
    31. Williams, Joseph T, 1995. "Financial and Industrial Structure with Agency," Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 431-474.
    32. Azamat Abdymomunov & Filippo Curti & Atanas Mihov, 2020. "U.S. Banking Sector Operational Losses and the Macroeconomic Environment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(1), pages 115-144, February.
    33. Christian Biener & Martin Eling & Jan Hendrik Wirfs, 2015. "Insurability of Cyber Risk: An Empirical Analysis†," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 40(1), pages 131-158, January.
    34. Pinedo, Michael & Xu, Yuqian, 2017. "Operations in Financial Services: Processes, Technologies, and Risks," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 11(3), pages 223-342, December.
    35. 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).
    36. Alex Edmans & Vivian W. Fang & Katharina A. Lewellen, 2017. "Equity Vesting and Investment," Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2229-2271.
    37. Aldasoro, Iñaki & Gambacorta, Leonardo & Giudici, Paolo & Leach, Thomas, 2022. "The drivers of cyber risk," Journal of Financial Stability, Elsevier, vol. 60(C).
    38. Mollah, Sabur & Liljeblom, Eva & Mobarek, Asma, 2021. "Heterogeneity in independent non-executive directors' attributes and risk-taking in large banks," Journal of Corporate Finance, Elsevier, vol. 70(C).
    39. Yuqian Xu & Michael Pinedo & Mei Xue, 2017. "Operational Risk in Financial Services: A Review and New Research Opportunities," Production and Operations Management, Production and Operations Management Society, vol. 26(3), pages 426-445, March.
    40. Imad Moosa, 2011. "On the U.S.-Chinese trade dispute," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 34(1), pages 85-112.
    41. Eling, Martin & Wirfs, Jan, 2019. "What are the actual costs of cyber risk events?," European Journal of Operational Research, Elsevier, vol. 272(3), pages 1109-1119.
    42. Chernobai, Anna & Ozdagli, Ali & Wang, Jianlin, 2021. "Business complexity and risk management: Evidence from operational risk events in U.S. bank holding companies," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 418-440.
    43. repec:cup:jfinqa:v:46:y:2011:i:06:p:1683-1725_00 is not listed on IDEAS
    44. Chapelle, Ariane & Crama, Yves & Hübner, Georges & Peters, Jean-Philippe, 2008. "Practical methods for measuring and managing operational risk in the financial sector: A clinical study," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1049-1061, June.
    45. Boyd, John H. & Levine, Ross & Smith, Bruce D., 2001. "The impact of inflation on financial sector performance," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 221-248, April.
    46. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    47. Ibrahim, Mansor H. & Rizvi, Syed Aun R., 2018. "Bank lending, deposits and risk-taking in times of crisis: A panel analysis of Islamic and conventional banks," Emerging Markets Review, Elsevier, vol. 35(C), pages 31-47.
    48. J. A. Mirrlees, 1999. "The Theory of Moral Hazard and Unobservable Behaviour: Part I," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(1), pages 3-21.
    49. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    50. Barakat, Ahmed & Chernobai, Anna & Wahrenburg, Mark, 2014. "Information asymmetry around operational risk announcements," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 152-179.
    51. Ying-Ju Chen & Brian Tomlin & Yimin Wang, 2013. "Coproduct Technologies: Product Line Design and Process Innovation," Management Science, INFORMS, vol. 59(12), pages 2772-2789, December.
    52. Aleda V. Roth & William E. Jackson, III, 1995. "Strategic Determinants of Service Quality and Performance: Evidence from the Banking Industry," Management Science, INFORMS, vol. 41(11), pages 1720-1733, November.
    53. Chavez-Demoulin, V. & Embrechts, P. & Neslehova, J., 2006. "Quantitative models for operational risk: Extremes, dependence and aggregation," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2635-2658, October.
    54. Samuel Gameli Gadzo & Holy Kwabla Kportorgbi & John Gartchie Gatsi, 2019. "Credit risk and operational risk on financial performance of universal banks in Ghana: A partial least squared structural equation model (PLS SEM) approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1589406-158, January.
    55. Sun, Lei & Chang, Tzu-Pu, 2011. "A comprehensive analysis of the effects of risk measures on bank efficiency: Evidence from emerging Asian countries," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1727-1735, July.
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    More about this item

    Keywords

    Operational risk; Digitalization; Cyber technology; Cybersecurity; Bank;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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