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Cyber attacks, discretionary loan loss provisions, and banks’ earnings management

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Listed:
  • Jin, Justin
  • Li, Na
  • Liu, Suyi
  • Khalid Nainar, S.M.

Abstract

Cyber threats to banks can indicate high operational risks and a weak internal control system. Our paper is the first to study the impact of banks’ discretionary loan loss provisions on cyber attacks. We investigate whether discretionary loan loss provision of banks can predict a cyber attack and whether banks conduct less or more earnings management following a cyber attack. We find that discretionary loan loss provisions are positively associated with future cyber attacks. We also find that banks will engage in less earnings management following such incidents. We establish the close link between banks’ earnings management and cyber attacks.

Suggested Citation

  • Jin, Justin & Li, Na & Liu, Suyi & Khalid Nainar, S.M., 2023. "Cyber attacks, discretionary loan loss provisions, and banks’ earnings management," Finance Research Letters, Elsevier, vol. 54(C).
  • Handle: RePEc:eee:finlet:v:54:y:2023:i:c:s154461232300079x
    DOI: 10.1016/j.frl.2023.103705
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    References listed on IDEAS

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    1. Benaroch, Michel & Chernobai, Anna & Goldstein, James, 2012. "An internal control perspective on the market value consequences of IT operational risk events," International Journal of Accounting Information Systems, Elsevier, vol. 13(4), pages 357-381.
    2. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    3. Lobo, Gerald J & Yang, Dong-Hoon, 2001. "Bank Managers' Heterogeneous Decisions on Discretionary Loan Loss Provisions," Review of Quantitative Finance and Accounting, Springer, vol. 16(3), pages 223-250, May.
    4. Collins, Jh & Shackelford, Da & Wahlen, Jm, 1995. "Bank Differences In The Coordination Of Regulatory Capital, Earnings, And Taxes," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 263-291.
    5. Doyle, Jeffrey & Ge, Weili & McVay, Sarah, 2007. "Determinants of weaknesses in internal control over financial reporting," Journal of Accounting and Economics, Elsevier, vol. 44(1-2), pages 193-223, September.
    6. Altamuro, Jennifer & Beatty, Anne, 2010. "How does internal control regulation affect financial reporting?," Journal of Accounting and Economics, Elsevier, vol. 49(1-2), pages 58-74, February.
    7. Pierangelo Rosati & Fabian Gogolin & Theo Lynn, 2022. "Cyber-Security Incidents and Audit Quality," European Accounting Review, Taylor & Francis Journals, vol. 31(3), pages 701-728, May.
    8. Scholes, Myron S & Wilson, G Peter & Wolfson, Mark A, 1990. "Tax Planning, Regulatory Capital Planning, and Financial Reporting Strategy for Commercial Banks," The Review of Financial Studies, Society for Financial Studies, vol. 3(4), pages 625-650.
    9. Thomas M. Eisenbach & Anna Kovner & Michael Junho Lee, 2022. "When It Rains, It Pours: Cyber Risk and Financial Conditions," Staff Reports 1022, Federal Reserve Bank of New York.
    10. 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.
    11. Cho, Myojung & Chung, Kwang-Hyun, 2016. "The effect of commercial banks' internal control weaknesses on loan loss reserves and provisions," Journal of Contemporary Accounting and Economics, Elsevier, vol. 12(1), pages 61-72.
    12. Moyer, Susan E., 1990. "Capital adequacy ratio regulations and accounting choices in commercial banks," Journal of Accounting and Economics, Elsevier, vol. 13(2), pages 123-154, July.
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