IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v54y2023ics154461232300079x.html
   My bibliography  Save this article

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

Author

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S154461232300079X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.frl.2023.103705?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. 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.
    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. Elnahass, Marwa & Izzeldin, Marwan & Steele, Gerald, 2018. "Capital and Earnings Management: Evidence from Alternative Banking Business Models," The International Journal of Accounting, Elsevier, vol. 53(1), pages 20-32.
    2. Dushyantkumar Vyas, 2011. "The Timeliness of Accounting Write‐Downs by U.S. Financial Institutions During the Financial Crisis of 2007–2008," Journal of Accounting Research, Wiley Blackwell, vol. 49(3), pages 823-860, June.
    3. Dung Viet Tran & M. Kabir Hassan & Reza Houston, 2020. "Discretionary loan loss provision behavior in the US banking industry," Review of Quantitative Finance and Accounting, Springer, vol. 55(2), pages 605-645, August.
    4. repec:zbw:bofrdp:2006_023 is not listed on IDEAS
    5. Magnis, Chris & Iatridis, George Emmanuel, 2017. "The relation between auditor reputation, earnings and capital management in the banking sector: An international investigation," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 338-357.
    6. Anandarajan, Asokan & Hasan, Iftekhar & McCarthy, Cornelia, 2006. "The use of loan loss provisions for capital management, earnings management and signalling by Australian banks," Research Discussion Papers 23/2006, Bank of Finland.
    7. Safarzadeh Bandari , Mohammad Hosein & Jafarimanesh , Ibrahim, 2019. "Examination of Loan Loss provision Model of Iranian Banks from Managerial Discretion Perspective," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 14(2), pages 255-276, April.
    8. Abdullah Mamun & Md Didarul Alam & George Tannous, 2019. "Did the regulatory changes of 1999 and 2001 affect income smoothing behavior of US banks?," Review of Quantitative Finance and Accounting, Springer, vol. 52(4), pages 1011-1041, May.
    9. Anandarajan, Asokan & Hasan, Iftekhar & McCarthy, Cornelia, 2006. "The use of loan loss provisions for capital management, earnings management and signalling by Australian banks," Bank of Finland Research Discussion Papers 23/2006, Bank of Finland.
    10. Xu, Xiaolu, 2019. "The association between fair value measurements and banks' discretionary accounting choices11I thank Roger Graham (editor) and two anonymous reviewers for the suggestions and guidance that substantial," Advances in accounting, Elsevier, vol. 44(C), pages 108-120.
    11. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    12. Asokan Anandarajan & Iftekhar Hasan & Cornelia McCarthy, 2007. "Use of loan loss provisions for capital, earnings management and signalling by Australian banks," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 47(3), pages 357-379, September.
    13. Ignacio Ferrero & Alejo José G. Sison, 2012. "A Survey on Virtue in Business and Management (1980-2011)," Faculty Working Papers 06/12, School of Economics and Business Administration, University of Navarra.
    14. Iftekhar Hasan & Larry D. Wall, 2004. "Determinants of the Loan Loss Allowance: Some Cross‐Country Comparisons," The Financial Review, Eastern Finance Association, vol. 39(1), pages 129-152, February.
    15. Peter Chen & Lane Daley, 1996. "Regulatory Capital, Tax, and Earnings Management Effects on Loan Loss Accruals in the Canadian Banking Industry," Contemporary Accounting Research, John Wiley & Sons, vol. 13(1), pages 91-128, March.
    16. Skaife, Hollis A. & Veenman, David & Wangerin, Daniel, 2013. "Internal control over financial reporting and managerial rent extraction: Evidence from the profitability of insider trading," Journal of Accounting and Economics, Elsevier, vol. 55(1), pages 91-110.
    17. Emrah Arbak, 2017. "Identifying the provisioning policies of Belgian banks," Working Paper Research 326, National Bank of Belgium.
    18. Manuela M. Dantas & Kenneth J. Merkley & Felipe B. G. Silva, 2023. "Government Guarantees and Banks' Income Smoothing," Papers 2303.03661, arXiv.org.
    19. Mary E. Barth & Javier Gomez-Biscarri & Ron Kasznik & Germán López-Espinosa, 2017. "Bank earnings and regulatory capital management using available for sale securities," Review of Accounting Studies, Springer, vol. 22(4), pages 1761-1792, December.
    20. Daniel Perez & Vicente Salas-Fumas & Jesus Saurina, 2008. "Earnings and Capital Management in Alternative Loan Loss Provision Regulatory Regimes," European Accounting Review, Taylor & Francis Journals, vol. 17(3), pages 423-445.
    21. Shrieves, Ronald E. & Dahl, Drew, 2003. "Discretionary accounting and the behavior of Japanese banks under financial duress," Journal of Banking & Finance, Elsevier, vol. 27(7), pages 1219-1243, July.

    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:finlet:v:54:y:2023:i:c:s154461232300079x. 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/frl .

    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.