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Cyber risk management in the US banking and insurance industry: A textual and empirical analysis of determinants and value

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  • Nadine Gatzert
  • Madeline Schubert

Abstract

In this paper, we first construct a cyber risk consciousness score using a text mining algorithm, applied to annual reports of large‐ and mid‐cap US banks and insurers from 2011 to 2018. We next categorize the firms' cyber risk management based on keywords to study determinants and value‐relevance. Our results show an increasing cyber risk consciousness, regardless of the industry. In addition, for the entire sample we find that firms belonging to the banking industry, with a higher cyber risk consciousness score and a higher general risk awareness are more likely to implement cyber risk management, which also holds for both industries separately. We find the opposite in the case of profitable firms for the entire sample and the insurer subsample. Finally, we observe a significant positive relationship between cyber risk management and firm value measured by Tobin's Q for the entire sample and the subsamples of banks and insurers.

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  • Nadine Gatzert & Madeline Schubert, 2022. "Cyber risk management in the US banking and insurance industry: A textual and empirical analysis of determinants and value," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(3), pages 725-763, September.
  • Handle: RePEc:bla:jrinsu:v:89:y:2022:i:3:p:725-763
    DOI: 10.1111/jori.12381
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    References listed on IDEAS

    as
    1. Corbet, Shaen & Gurdgiev, Constantin, 2019. "What the hack: Systematic risk contagion from cyber events," International Review of Financial Analysis, Elsevier, vol. 65(C).
    2. Ryan Baxter & Jean C. Bedard & Rani Hoitash & Ari Yezegel, 2013. "Enterprise Risk Management Program Quality: Determinants, Value Relevance, and the Financial Crisis," Contemporary Accounting Research, John Wiley & Sons, vol. 30(4), pages 1264-1295, December.
    3. Martin Eling & Werner Schnell, 2016. "What do we know about cyber risk and cyber risk insurance?," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 17(5), pages 474-491, November.
    4. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    5. Lisa K. Meulbroek, 2002. "A Senior Manager'S Guide To Integrated Risk Management," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(4), pages 56-70, January.
    6. Brian W. Nocco & René M. Stulz, 2006. "Enterprise Risk Management: Theory and Practice," Journal of Applied Corporate Finance, Morgan Stanley, vol. 18(4), pages 8-20, September.
    7. 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.
    8. Donald Pagach & Richard Warr, 2011. "The Characteristics of Firms That Hire Chief Risk Officers," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(1), pages 185-211, March.
    9. Martin Eling & Michael McShane & Trung Nguyen, 2021. "Cyber risk management: History and future research directions," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 24(1), pages 93-125, March.
    10. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    11. Kamiya, Shinichi & Kang, Jun-Koo & Kim, Jungmin & Milidonis, Andreas & Stulz, René M., 2021. "Risk management, firm reputation, and the impact of successful cyberattacks on target firms," Journal of Financial Economics, Elsevier, vol. 139(3), pages 719-749.
    12. André P. Liebenberg & Robert E. Hoyt, 2003. "The Determinants of Enterprise Risk Management: Evidence From the Appointment of Chief Risk Officers," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 6(1), pages 37-52, February.
    13. 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.
    14. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. "Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-1658, December.
    15. Martin Eling & David Antonius Pankoke, 2016. "Systemic Risk in the Insurance Sector: A Review and Directions for Future Research," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 19(2), pages 249-284, September.
    16. Philipp Lechner & Nadine Gatzert, 2018. "Determinants and value of enterprise risk management: empirical evidence from Germany," The European Journal of Finance, Taylor & Francis Journals, vol. 24(10), pages 867-887, July.
    17. Robert E. Hoyt & Andre P. Liebenberg, 2011. "The Value of Enterprise Risk Management," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(4), pages 795-822, December.
    18. Heidinger, Dinah & Gatzert, Nadine, 2018. "Awareness, determinants and value of reputation risk management: Empirical evidence from the banking and insurance industry," Journal of Banking & Finance, Elsevier, vol. 91(C), pages 106-118.
    19. Alexander Bohnert & Nadine Gatzert & Robert E. Hoyt & Philipp Lechner, 2019. "The drivers and value of enterprise risk management: evidence from ERM ratings," The European Journal of Finance, Taylor & Francis Journals, vol. 25(3), pages 234-255, February.
    20. Kevin M. Gatzlaff & Kathleen A. McCullough, 2010. "The Effect of Data Breaches on Shareholder Wealth," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 13(1), pages 61-83, March.
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    Cited by:

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    2. Ben Kejwang, 2022. "Effect of cybersecurity risk management practices on performance of insurance sector: A review of literature," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(6), pages 334-340, September.
    3. Serkan Eti & Hasan Dinçer & Hasan Meral & Serhat Yüksel & Yaşar Gökalp, 2024. "Insurtech in Europe: identifying the top investment priorities for driving innovation," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-24, December.

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