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The effect of data breach announcements beyond the stock price: Empirical evidence on market activity

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  • Rosati, Pierangelo
  • Cummins, Mark
  • Deeney, Peter
  • Gogolin, Fabian
  • van der Werff, Lisa
  • Lynn, Theo

Abstract

Extending the literature that has focused thus far on stock price impact, this study investigates the effect of data breach announcements on market activity, specifically through the response of the bid-ask spread and trading volume. We investigate data breach announcements as a potential source of asymmetric information and provide a new dimension to the ongoing debate on market efficiency. Adopting an event study methodology on a sample of 74 data breaches from 2005 to 2014, we find that data breach announcements have a positive short-term effect on both bid-ask spread and trading volume. The effect is only evidenced however on the day of the event, with market efficiency ensuring a quick return to normal market activity. No abnormal trading activity emerges before announcements, so there is no evidence in our study that these types of events are being exploited by informed market participants. The magnitude of event day effects is found to be more pronounced for large breaches, and when the breach involves lost devices.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:finana:v:49:y:2017:i:c:p:146-154
    DOI: 10.1016/j.irfa.2017.01.001
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    1. Diana R. Franz & Ramesh P. Rao & Niranjan Tripathy, 1995. "Informed Trading Risk And Bid-Ask Spread Changes Around Open Market Stock Repurchases In The Nasdaq Market," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(3), pages 311-327, September.
    2. Anat Hovav & John D'Arcy, 2003. "The Impact of Denial‐of‐Service Attack Announcements on the Market Value of Firms," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 6(2), pages 97-121, September.
    3. Benston, George J. & Hagerman, Robert L., 1974. "Determinants of bid-asked spreads in the over-the-counter market," Journal of Financial Economics, Elsevier, vol. 1(4), pages 353-364, December.
    4. Foster, F Douglas & Viswanathan, S, 1990. "A Theory of the Interday Variations in Volume, Variance, and Trading Costs in Securities Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(4), pages 593-624.
    5. Coller, M & Yohn, TL, 1997. "Management forecasts and information asymmetry: An examination of bid-ask spreads," Journal of Accounting Research, Wiley Blackwell, vol. 35(2), pages 181-191.
    6. Joon Chae, 2005. "Trading Volume, Information Asymmetry, and Timing Information," Journal of Finance, American Finance Association, vol. 60(1), pages 413-442, February.
    7. Lee, Charles M C & Mucklow, Belinda & Ready, Mark J, 1993. "Spreads, Depths, and the Impact of Earnings Information: An Intraday Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 345-374.
    8. R. David Mclean & Jeffrey Pontiff, 2016. "Does Academic Research Destroy Stock Return Predictability?," Journal of Finance, American Finance Association, vol. 71(1), pages 5-32, February.
    9. Alex Frino & Stewart Jones & Jin Boon Wong, 2007. "Market behaviour around bankruptcy announcements: evidence from the Australian Stock Exchange," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 47(4), pages 713-730, December.
    10. Shane A. Corwin & Paul Schultz, 2012. "A Simple Way to Estimate Bid‐Ask Spreads from Daily High and Low Prices," Journal of Finance, American Finance Association, vol. 67(2), pages 719-760, April.
    11. Venkatesh, P C & Chiang, R, 1986. "Information Asymmetry and the Dealer's Bid-Ask Spread: A Case Study of Earnings and Dividend Announcements," Journal of Finance, American Finance Association, vol. 41(5), pages 1089-1102, December.
    12. Stoll, Hans R, 1978. "The Pricing of Security Dealer Services: An Empirical Study of NASDAQ Stocks," Journal of Finance, American Finance Association, vol. 33(4), pages 1153-1172, September.
    13. Richard J. Arend, 2004. "The Definition of Strategic Liabilities, and their Impact on Firm Performance," Journal of Management Studies, Wiley Blackwell, vol. 41(6), pages 1003-1027, September.
    14. Krinsky, Itzhak & Lee, Jason, 1996. "Earnings Announcements and the Components of the Bid-Ask Spread," Journal of Finance, American Finance Association, vol. 51(4), pages 1523-1535, September.
    15. Chan, Konan & Ge, Li & Lin, Tse-Chun, 2015. "Informational Content of Options Trading on Acquirer Announcement Return," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(5), pages 1057-1082, October.
    16. Affleck-Graves, John & Callahan, Carolyn M & Ramanan, Ramachandran, 2000. "Detecting Abnormal Bid-Ask Spread: A Comparison of Event Study Methods," Review of Quantitative Finance and Accounting, Springer, vol. 14(1), pages 45-65, January.
    17. Hollander, Hilke & Prokop, Jörg, 2015. "Stock price effects of asset securitization: The case of liquidity facility providers," The Quarterly Review of Economics and Finance, Elsevier, vol. 57(C), pages 147-160.
    18. Michael J. Aitken & Alex Frino & Amelia M. Hill & Elvis Jarnecic, 2004. "The impact of electronic trading on bid‐ask spreads: Evidence from futures markets in Hong Kong, London, and Sydney," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 24(7), pages 675-696, July.
    19. Easley, David & de Prado, Marcos Lopez & O'Hara, Maureen, 2016. "Discerning information from trade data," Journal of Financial Economics, Elsevier, vol. 120(2), pages 269-285.
    20. Milgrom, Paul & Stokey, Nancy, 1982. "Information, trade and common knowledge," Journal of Economic Theory, Elsevier, vol. 26(1), pages 17-27, February.
    21. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    22. Pinder, Sean, 2003. "An empirical examination of the impact of market microstructure changes on the determinants of option bid-ask spreads," International Review of Financial Analysis, Elsevier, vol. 12(5), pages 563-577.
    23. Gorkittisunthorn, Maneeporn & Jumreornvong, Seksak & Limpaphayom, Piman, 2006. "Insider ownership, bid-ask spread, and stock splits: Evidence from the Stock Exchange of Thailand," International Review of Financial Analysis, Elsevier, vol. 15(4-5), pages 450-461.
    24. Copeland, Thomas E & Galai, Dan, 1983. "Information Effects on the Bid-Ask Spread," Journal of Finance, American Finance Association, vol. 38(5), pages 1457-1469, December.
    25. Wang, Jiang, 1994. "A Model of Competitive Stock Trading Volume," Journal of Political Economy, University of Chicago Press, vol. 102(1), pages 127-168, February.
    26. Roll, Richard, 1984. "A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market," Journal of Finance, American Finance Association, vol. 39(4), pages 1127-1139, September.
    27. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    28. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    29. John Affleck‐Graves & Carolyn M. Callahan & Niranjan Chipalkatti, 2002. "Earnings Predictability, Information Asymmetry, and Market Liquidity," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 561-583, June.
    30. Black, Fischer, 1986. "Noise," Journal of Finance, American Finance Association, vol. 41(3), pages 529-543, July.
    31. Brian J. Bushee & John E. Core & Wayne Guay & Sophia J.W. Hamm, 2010. "The Role of the Business Press as an Information Intermediary," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 1-19, March.
    32. Holden, Craig W., 2009. "New low-frequency spread measures," Journal of Financial Markets, Elsevier, vol. 12(4), pages 778-813, November.
    33. Anandhi S. Bharadwaj & Sundar G. Bharadwaj & Benn R. Konsynski, 1999. "Information Technology Effects on Firm Performance as Measured by Tobin's q," Management Science, INFORMS, vol. 45(7), pages 1008-1024, July.
    34. Myung Ko & Kweku-Muata Osei-Bryson & Carlos Dorantes, 2009. "Investigating the Impact of Publicly Announced Information Security Breaches on Three Performance Indicators of the Breached Firms," Information Resources Management Journal (IRMJ), IGI Global, vol. 22(2), pages 1-21, April.
    35. Lesmond, David A & Ogden, Joseph P & Trzcinka, Charles A, 1999. "A New Estimate of Transaction Costs," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1113-1141.
    36. I. Krinsky & J. Lee, 1996. "Earning Announcements and the Components of the Bid-Ask Aspread," Quantitative Studies in Economics and Population Research Reports 313, McMaster University.
    37. Andrew Koch & Stefan Ruenzi & Laura Starks, 2016. "Editor's Choice Commonality in Liquidity: A Demand-Side Explanation," The Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 1943-1974.
    38. Anat R. Admati, Paul Pfleiderer, 1988. "A Theory of Intraday Patterns: Volume and Price Variability," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 3-40.
    39. 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.
    40. Harold Demsetz, 1968. "The Cost of Transacting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(1), pages 33-53.
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    More about this item

    Keywords

    Data breach; Stock market; Bid-ask spread; Trading volume; Event study;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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