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Data breaches (hacking) and trade credit

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  • Singh, Amanjot

Abstract

This study examines the relationship between data breaches (hacking) and trade credit for U.S. firms. Employing a staggered difference-in-differences approach, we observe that breached firms face shorter payable periods from suppliers than the control group. Data breaches increase the operational risk of breached firms. Suppliers associate high information risk with breached firms. Our findings remain robust to alternative specifications and are more pronounced for firms with no in-house IT expertise and an increased number of stolen records. Overall, our findings suggest that supplier firms become more prudent with the extension of trade credit after data breaches.

Suggested Citation

  • Singh, Amanjot, 2023. "Data breaches (hacking) and trade credit," Global Finance Journal, Elsevier, vol. 57(C).
    • Handle: RePEc:eee:glofin:v:57:y:2023:i:c:s1044028323000534
    DOI: 10.1016/j.gfj.2023.100858
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    1. Shinichi Kamiya & Jun-Koo Kang & Jungmin Kim & Andreas Milidonis & René M. Stulz, 2018. "What is the Impact of Successful Cyberattacks on Target Firms?," NBER Working Papers 24409, National Bureau of Economic Research, Inc.
    2. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    3. Fabbri, Daniela & Menichini, Anna Maria C., 2010. "Trade credit, collateral liquidation, and borrowing constraints," Journal of Financial Economics, Elsevier, vol. 96(3), pages 413-432, June.
    4. Gonçalves, Adalto Barbaceia & Schiozer, Rafael F. & Sheng, Hsia Hua, 2018. "Trade credit and product market power during a financial crisis," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 308-323.
    5. Fabbri, Daniela & Klapper, Leora, 2008. "Market power and the matching of trade credit terms," Policy Research Working Paper Series 4754, The World Bank.
    6. Mike Burkart & Tore Ellingsen, 2004. "In-Kind Finance: A Theory of Trade Credit," American Economic Review, American Economic Association, vol. 94(3), pages 569-590, June.
    7. Xiao Li & Jeffrey Ng & Walid Saffar, 2021. "Financial Reporting and Trade Credit: Evidence from Mandatory IFRS Adoption," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 96-128, March.
    8. Allen Michel & Jacob Oded & Israel Shaked, 2020. "Do security breaches matter? The shareholder puzzle," European Financial Management, European Financial Management Association, vol. 26(2), pages 288-315, March.
    9. Rosati, Pierangelo & Cummins, Mark & Deeney, Peter & Gogolin, Fabian & van der Werff, Lisa & Lynn, Theo, 2017. "The effect of data breach announcements beyond the stock price: Empirical evidence on market activity," International Review of Financial Analysis, Elsevier, vol. 49(C), pages 146-154.
    10. Gyimah, Daniel & Machokoto, Michael & Sikochi, Anywhere (Siko), 2020. "Peer influence on trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    11. Corbet, Shaen & Gurdgiev, Constantin, 2019. "What the hack: Systematic risk contagion from cyber events," International Review of Financial Analysis, Elsevier, vol. 65(C).
    12. Boubaker, Sabri & Saffar, Walid & Sassi, Syrine, 2018. "Product market competition and debt choice," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 204-224.
    13. Singh, Amanjot, 2022. "Hedge fund activism and trade credit," Global Finance Journal, Elsevier, vol. 53(C).
    14. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    15. Tosun, Onur Kemal, 2021. "Cyber-attacks and stock market activity," International Review of Financial Analysis, Elsevier, vol. 76(C).
    16. Eli Amir & Shai Levi & Tsafrir Livne, 2018. "Do firms underreport information on cyber-attacks? Evidence from capital markets," Review of Accounting Studies, Springer, vol. 23(3), pages 1177-1206, September.
    17. Chee K. Ng & Janet Kiholm Smith & Richard L. Smith, 1999. "Evidence on the Determinants of Credit Terms Used in Interfirm Trade," Journal of Finance, American Finance Association, vol. 54(3), pages 1109-1129, June.
    18. Sasha Romanosky & David Hoffman & Alessandro Acquisti, 2014. "Empirical Analysis of Data Breach Litigation," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 11(1), pages 74-104, March.
    19. Custódio, Cláudia & Ferreira, Miguel A. & Laureano, Luís, 2013. "Why are US firms using more short-term debt?," Journal of Financial Economics, Elsevier, vol. 108(1), pages 182-212.
    20. Claire Lending & Kristina Minnick & Patrick J. Schorno, 2018. "Corporate Governance, Social Responsibility, and Data Breaches," The Financial Review, Eastern Finance Association, vol. 53(2), pages 413-455, May.
    21. Zhang, Zilong, 2019. "Bank Interventions and Trade Credit: Evidence from Debt Covenant Violations - ERRATUM," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(5), pages 2293-2293, October.
    22. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    23. Smith, Janet Kiholm, 1987. "Trade Credit and Informational Asymmetry," Journal of Finance, American Finance Association, vol. 42(4), pages 863-872, September.
    24. Garcia-Appendini, Emilia & Montoriol-Garriga, Judit, 2013. "Firms as liquidity providers: Evidence from the 2007–2008 financial crisis," Journal of Financial Economics, Elsevier, vol. 109(1), pages 272-291.
    25. Jeon, Yoontae & McCurdy, Thomas H. & Zhao, Xiaofei, 2022. "News as sources of jumps in stock returns: Evidence from 21 million news articles for 9000 companies," Journal of Financial Economics, Elsevier, vol. 145(2), pages 1-17.
    26. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    27. Amanjot Singh, 2022. "Does trade credit financing matter for stock returns in times of crisis? Evidence from the COVID-19 stock market crisis," Applied Economics, Taylor & Francis Journals, vol. 54(42), pages 4855-4873, September.
    28. Goto, Shingo & Xiao, Gang & Xu, Yan, 2015. "As told by the supplier: Trade credit and the cross section of stock returns," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 296-309.
    29. Boone, Audra L. & White, Joshua T., 2015. "The effect of institutional ownership on firm transparency and information production," Journal of Financial Economics, Elsevier, vol. 117(3), pages 508-533.
    30. Jean-Noël Barrot, 2016. "Trade Credit and Industry Dynamics: Evidence from Trucking Firms," Journal of Finance, American Finance Association, vol. 71(5), pages 1975-2016, October.
    31. Nishant Dass & Jayant R. Kale & Vikram Nanda, 2015. "Trade Credit, Relationship-specific Investment, and Product Market Power," Review of Finance, European Finance Association, vol. 19(5), pages 1867-1923.
    32. Gerard Hoberg & Gordon Phillips & Nagpurnanand Prabhala, 2014. "Product Market Threats, Payouts, and Financial Flexibility," Journal of Finance, American Finance Association, vol. 69(1), pages 293-324, February.
    33. Zhang, Zilong, 2019. "Bank Interventions and Trade Credit: Evidence from Debt Covenant Violations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(5), pages 2179-2207, October.
    34. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    35. Shang, Chenguang, 2020. "Trade credit and stock liquidity," Journal of Corporate Finance, Elsevier, vol. 62(C).
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    More about this item

    Keywords

    Data hacking; Trade credit; Accounts payable;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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