Disclosure of Cybersecurity Investments and the Cost of Capital

Published Online:https://doi.org/10.1287/isre.2023.0260

References

  • Agarwal S, Ghosh P, Ruan T, Zhang Y (2024) Transient customer response to data breaches of their information. Management Sci. 70(6):4105–4114.LinkGoogle Scholar
  • Akins BK, Ng J, Verdi RS (2012) Investor competition over information and the pricing of information asymmetry. Accounting Rev. 87(1):35–58.CrossrefGoogle Scholar
  • Angrist J, Pischke J-S (2009) Mostly Harmless Econometrics: An Empiricist’s Companion (Princeton University Press, Princeton, NJ).CrossrefGoogle Scholar
  • Angst CM, Block ES, D’arcy J, Kelley K (2017) When do IT security investments matter? Accounting for the influence of institutional factors in the context of healthcare data breaches. MIS Quart. 41(3):893–916.CrossrefGoogle Scholar
  • Aral S, Bakos Y, Brynjolfsson E (2018) Information technology, repeated contracts, and the number of suppliers. Management Sci. 64(2):592–612.LinkGoogle Scholar
  • Argote L, Greve HR (2007) A behavioral theory of the firm—40 years and counting: Introduction and impact. Organ. Sci. 18(3):337–349.LinkGoogle Scholar
  • Barber B, Lehavy R, McNichols M, Trueman B (2001) Can investors profit from the prophets? Security analyst recommendations and stock returns. J. Finance 56(2):531–563.CrossrefGoogle Scholar
  • Bardhan I, Krishnan V, Lin S (2013) Research note—Business value of information technology: Testing the interaction effect of IT and R&D on Tobin’s Q. Inform. Systems Res. 24(4):1147–1161.LinkGoogle Scholar
  • Barth ME, Beaver WH, Landsman WR (2001) The relevance of the value relevance literature for financial accounting standard setting: Another view. J. Accounting Econom. 31(1–3):77–104.CrossrefGoogle Scholar
  • Barth ME, Konchitchki Y, Landsman WR (2013) Cost of capital and earnings transparency. J. Accounting Econom. 55(2–3):206–224.CrossrefGoogle Scholar
  • Bates TW, Kahle KM, Stulz RM (2009) Why do US firms hold so much more cash than they used to? J. Finance 64(5):1985–2021.CrossrefGoogle Scholar
  • Bennedsen M, Nielsen KM, Pérez-González F, Wolfenzon D (2007) Inside the family firm: The role of families in succession decisions and performance. Quart. J. Econom. 122(2):647–691.CrossrefGoogle Scholar
  • Benner MJ (2010) Securities analysts and incumbent response to radical technological change: Evidence from digital photography and internet telephony. Organ. Sci. 21(1):42–62.LinkGoogle Scholar
  • Bertomeu J, Vaysman I, Xue W (2021) Voluntary versus mandatory disclosure. Rev. Accounting Stud. 26(1):658–692.CrossrefGoogle Scholar
  • Bhushan R (1989) Firm characteristics and analyst following. J. Accounting Econom. 11(2–3):255–274.CrossrefGoogle Scholar
  • Billett MT, Xue H (2007) The takeover deterrent effect of open market share repurchases. J. Finance 62(4):1827–1850.CrossrefGoogle Scholar
  • Blankespoor E, deHaan E, Marinovic I (2020) Disclosure processing costs, investors’ information choice, and equity market outcomes: A review. J. Accounting Econom. 70(2–3):101344.CrossrefGoogle Scholar
  • Bose I, Leung ACM (2019) Adoption of identity theft countermeasures and its short-and long-term impact on firm value. MIS Quart. 43(1):313–327.CrossrefGoogle Scholar
  • Bradshaw MT, Richardson SA, Sloan RG (2006) The relation between corporate financing activities, analysts’ forecasts and stock returns. J. Accounting Econom. 42(1–2):53–85.CrossrefGoogle Scholar
  • Brown SV, Tucker JW (2011) Large‐sample evidence on firms’ year‐over‐year MD&A modifications. J. Accounting Res. 49(2):309–346.CrossrefGoogle Scholar
  • Chabé-Ferret S (2015) Analysis of the bias of matching and difference-in-difference under alternative earnings and selection processes. J. Econom. 185(1):110–123.CrossrefGoogle Scholar
  • Chan WS (2003) Stock price reaction to news and no-news: Drift and reversal after headlines. J. Financial Econom. 70(2):223–260.CrossrefGoogle Scholar
  • Chen S, Matsumoto DA (2006) Favorable versus unfavorable recommendations: The impact on analyst access to management: Provided information. J. Accounting Res. 44(4):657–689.CrossrefGoogle Scholar
  • Chen T, Dong H, Lin C (2020) Institutional shareholders and corporate social responsibility. J. Financial Econom. 135(2):483–504.CrossrefGoogle Scholar
  • Chen S, Miao B, Shevlin T (2015) A new measure of disclosure quality: The level of disaggregation of accounting data in annual reports. J. Accounting Res. 53(5):1017–1054.CrossrefGoogle Scholar
  • Chen T, Jeffrey Hu Y, Rahman M, Sun J (2021) The effects of sister-store presence and market competition on product assortment: Evidence from book retailing. Service Sci. 13(3):155–171.LinkGoogle Scholar
  • Cheng B, Ioannou I, Serafeim G (2014) Corporate social responsibility and access to finance. Strategic Management J. 35(1):1–23.CrossrefGoogle Scholar
  • Chi F, Hwang BH, Zheng Y (2024) The use and usefulness of big data in finance: Evidence from financial analysts. Management Sci. 71(6):4599–4621.Google Scholar
  • Cohen L, Malloy C, Nguyen Q (2020) Lazy prices. J. Finance 75(3):1371–1415.CrossrefGoogle Scholar
  • Cutler J, Davis AK, Peterson K (2019) Disclosure and the outcome of securities litigation. Rev. Accounting Stud. 24(1):230–263.CrossrefGoogle Scholar
  • D’Arcy J, Adjerid I, Angst CM, Glavas A (2020) Too good to be true: Firm social performance and the risk of data breach. Inform. Systems Res. 31(4):1200–1223.LinkGoogle Scholar
  • Derrien F, Kecskés A (2013) The real effects of financial shocks: Evidence from exogenous changes in analyst coverage. J. Finance 68(4):1407–1440.CrossrefGoogle Scholar
  • Dhaliwal DS, Li OZ, Tsang A, Yang YG (2011) Voluntary nonfinancial disclosure and the cost of equity capital: The initiation of corporate social responsibility reporting. Accounting Rev. 86(1):59–100.CrossrefGoogle Scholar
  • DiMaggio PJ, Powell WW (1983) The iron cage revisited: Institutional isomorphism and collective rationality in organizational fields. Amer. Sociol. Rev. 48(2):147–160.CrossrefGoogle Scholar
  • Duro M, Heese J, Ormazabal G (2019) The effect of enforcement transparency: Evidence from SEC comment-letter reviews. Rev. Accounting Stud. 24(3):780–823.CrossrefGoogle Scholar
  • Easley D, O’Hara M (2004) Information and the cost of capital. J. Finance 59(4):1553–1583.CrossrefGoogle Scholar
  • Fama EF, French KR (1997) Industry costs of equity. J. Financial Econom. 43(2):153–193.CrossrefGoogle Scholar
  • Faulkender M, Petersen M (2012) Investment and capital constraints: Repatriations under the American Jobs Creation Act. Rev. Financial Stud. 25(11):3351–3388.CrossrefGoogle Scholar
  • Fazzini K (2018) Moody’s is going to start building the risk of a business-ending hack into its credit ratings. CNBC (November 12), https://www.cnbc.com/2018/11/12/moodys-to-build-business-hacking-risk-into-credit-ratings.html.Google Scholar
  • Foerderer J, Schuetz S (2022) Data breach announcements and stock market reactions: A matter of timing? Management Sci. 68(10):7298–7322.LinkGoogle Scholar
  • Francis J, Nanda D, Olsson P (2008) Voluntary disclosure, earnings quality, and cost of capital. J. Accounting Res. 46(1):53–99.CrossrefGoogle Scholar
  • Frank MZ, Shen T (2016) Investment and the weighted average cost of capital. J. Financial Econom. 119(2):300–315.CrossrefGoogle Scholar
  • Gordon LA, Loeb MP, Sohail T (2010) Market value of voluntary disclosures concerning information security. MIS Quart. 34(3):567–594.CrossrefGoogle Scholar
  • Hall BH, Lerner J (2010) The financing of R&D and innovation. Arrow KJ, Intriligator MD, eds. Handbook of the Economics of Innovation (Elsevier, Amsterdam), 609–639.CrossrefGoogle Scholar
  • Havakhor T, Sabherwal R, Steelman ZR, Sabherwal S (2019) Relationships between information technology and other investments: A contingent interaction model. Inform. Systems Res. 30(1):291–305.LinkGoogle Scholar
  • He JJ, Tian X (2013) The dark side of analyst coverage: The case of innovation. J. Financial Econom. 109(3):856–878.CrossrefGoogle Scholar
  • Healy PM, Palepu KG (2001) Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature. J. Accounting Econom. 31(1–3):405–440.CrossrefGoogle Scholar
  • Heese J, Khan M, Ramanna K (2017) Is the SEC captured? Evidence from comment-letter reviews. J. Accounting Econom. 64(1):98–122.CrossrefGoogle Scholar
  • Hennessy CA, Whited TM (2007) How costly is external financing? Evidence from a structural estimation. J. Finance 62(4):1705–1745.CrossrefGoogle Scholar
  • Hoberg G, Phillips G (2016) Text-based network industries and endogenous product differentiation. J. Political Econom. 124(5):1423–1465.CrossrefGoogle Scholar
  • Huang HH, Wang C (2020) Do banks price firms’ data breaches? Accounting Rev. 96(3):261–286.CrossrefGoogle Scholar
  • Hubbard R (1998) Capital-market imperfections and investment. J. Econom. Literature 36(1):193–225.Google Scholar
  • Imai K, Kim IS, Wang EH (2023) Matching methods for causal inference with time-series cross-sectional data. Amer. J. Political Sci. 67(3):587–605.CrossrefGoogle Scholar
  • Jia N, Rai A, Xu SX (2020) Reducing capital market anomaly: The role of information technology using an information uncertainty lens. Management Sci. 66(2):979–1001.LinkGoogle Scholar
  • Kamiya S, Kang J-K, Kim J, Milidonis A, Stulz RM (2021) Risk management, firm reputation, and the impact of successful cyberattacks on target firms. J. Financial Econom. 139(3):719–749.CrossrefGoogle Scholar
  • Kisgen DJ (2009) Do firms target credit ratings or leverage levels? J. Financial Quant. Anal. 44(6):1323–1344.CrossrefGoogle Scholar
  • Kvochko E, Pant R (2015) Why data breaches don’t hurt stock prices. Harvard Bus. Rev. (March 31), https://hbr.org/2015/03/why-data-breaches-dont-hurt-stock-prices.Google Scholar
  • Kwon J, Johnson ME (2014) Proactive versus reactive security investments in the healthcare sector. MIS Quart. 38(2):451–471.CrossrefGoogle Scholar
  • Kwon J, Johnson ME (2018) Meaningful healthcare security: Does meaningful-use attestation improve information security performance? MIS Quart. 42(4):1043–1067.CrossrefGoogle Scholar
  • Li F (2010) Textual analysis of corporate disclosures: A survey of the literature. J. Accounting Literature 29(1):143–165.Google Scholar
  • Li WW, Leung ACM, Yue WT (2023) Where is IT in information security? The interrelationship among IT investment, security awareness, and data breaches. MIS Quart. 47(1):317–342.CrossrefGoogle Scholar
  • Lintner J (1975) Inflation and security returns. J. Finance 30(2):259–280.Google Scholar
  • Luo X, Wang H, Raithel S, Zheng Q (2015) Corporate social performance, analyst stock recommendations, and firm future returns. Strategic Management J. 36(1):123–136.CrossrefGoogle Scholar
  • Marquis C, Toffel MW, Zhou Y (2016) Scrutiny, norms, and selective disclosure: A global study of greenwashing. Organ. Sci. 27(2):483–504.LinkGoogle Scholar
  • Marsh P (1982) The choice between equity and debt: An empirical study. J. Finance 37(1):121–144.CrossrefGoogle Scholar
  • McElheran K (2014) Delegation in multi‐establishment firms: Evidence from IT purchasing. J. Econom. Management Strategy 23(2):225–258.CrossrefGoogle Scholar
  • Merkley KJ (2014) Narrative disclosure and earnings performance: Evidence from R&D disclosures. Accounting Rev. 89(2):725–757.CrossrefGoogle Scholar
  • Mithas S, Whitaker J, Tafti A (2017) Information technology, revenues, and profits: Exploring the role of foreign and domestic operations. Inform. Systems Res. 28(2):430–444.LinkGoogle Scholar
  • Nagle F (2019) Open source software and firm productivity. Management Sci. 65(3):1191–1215.LinkGoogle Scholar
  • Roberts MR, Whited TM (2013) Endogeneity in empirical corporate finance. Arrow KJ, Intriligator MD, eds. Handbook of the Economics of Finance (Elsevier, Amsterdam), 493–572.CrossrefGoogle Scholar
  • Robins J, Wiersema MF (1995) A resource-based approach to the multibusiness firm: Empirical analysis of portfolio interrelationships and corporate financial performance. Strategic Management J. 16(4):277–299.CrossrefGoogle Scholar
  • Saunders A, Brynjolfsson E (2016) Valuing information technology related intangible assets. MIS Quart. 40(1):83–110.CrossrefGoogle Scholar
  • Sharfman MP, Fernando CS (2008) Environmental risk management and the cost of capital. Strategic Management J. 29(6):569–592.CrossrefGoogle Scholar
  • Shroff N, Sun AX, White HD, Zhang W (2013) Voluntary disclosure and information asymmetry: Evidence from the 2005 Securities Offering Reform. J. Accounting Res. 51(5):1299–1345.CrossrefGoogle Scholar
  • Wang T, Kannan KN, Ulmer JR (2013) The association between the disclosure and the realization of information security risk factors. Inform. Systems Res. 24(2):201–218.LinkGoogle Scholar
  • Verrecchia RE (2001) Essays on disclosure. J. Accounting Econom. 32(1–3):97–180.CrossrefGoogle Scholar
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