Disclosure of Cybersecurity Investments and the Cost of Capital

While firms have been steadily making cybersecurity investments, only a tiny fraction discloses information about such investments. This is puzzling because an informed market must reward firms that are reducing risks by managing security well and informing the market through regulatory disclosures. While anecdotes support such incentives, arguably, the lack of concrete evidence establishing the value for firms tied to cybersecurity investment disclosures perpetuates such behavior. Consequently, this study uncovers an important incentive for disclosures by answering: are financial markets efficient enough to reward disclosures of cybersecurity investment by reducing the firm’s cost of capital? We utilize exogenous variations in SEC comment letters, which shift a firm’s disclosure activity randomly, and find that one standard deviation increase in disclosing cybersecurity investments in SEC filings reduces the cost of capital by 7%. The effect is stronger for more informative disclosures, firms with more analysts followers, firms that are more likely to be invested by institutions, and when firms raise capital. The effect vanishes when either the investment or disclosure is inadequate. The findings highlight the role of reducing information asymmetry in connecting voluntary disclosures of cybersecurity investments with financial advantages.

[1]  François Derrien,et al.  The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage , 2012 .

[2]  Brad M. Barber,et al.  Can Investors Profit from the Prophets? Consensus Analyst Recommendations and Stock Returns , 1998 .

[3]  Alessandro Acquisti,et al.  Is There a Cost to Privacy Breaches? An Event Study , 2006, WEIS.

[4]  G. Ormazabal,et al.  The effect of enforcement transparency: Evidence from SEC comment-letter reviews , 2019, Review of Accounting Studies.

[5]  Jennifer Francis,et al.  Voluntary Disclosure, Earnings Quality, and Cost of Capital , 2008 .

[6]  E. Fama,et al.  Industry costs of equity , 1997 .

[7]  T. Hassan,et al.  Firm-Level Political Risk: Measurement and Effects , 2017, The Quarterly Journal of Economics.

[8]  Albert H. C. Tsang,et al.  Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting , 2011 .

[9]  Gérard P. Cachon,et al.  Does Adding Inventory Increase Sales? Evidence of a Scarcity Effect in U.S. Automobile Dealerships , 2017, Manag. Sci..

[10]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

[11]  S. Chabé-Ferret Analysis of the bias of Matching and Difference-in-Difference under alternative earnings and selection processes , 2015 .

[12]  Zhihong Chen,et al.  Legal Protection of Investors, Corporate Governance, and the Cost of Equity Capital , 2009 .

[13]  Edoardo M. Airoldi,et al.  Sentiment Extraction from Unstructured Text using Tabu Search-Enhanced Markov Blanket , 2004 .

[14]  Gerard Hoberg,et al.  Product Market Synergies and Competition in Mergers and Acquisitions , 2008 .

[15]  Indranil Bose,et al.  Adoption of Identity Theft Countermeasures and its Short- and Long-Term Impact on Firm Value , 2019, MIS Q..

[16]  Inside the Family Firm , 2005 .

[17]  Toni M. Whited,et al.  Endogeneity in Empirical Corporate Finance1 , 2013 .

[18]  Margherita Pagani,et al.  Digital Business Strategy and Value Creation: Framing the Dynamic Cycle of Control Points , 2013, MIS Q..

[19]  Erik Brynjolfsson,et al.  Information Technology, Repeated Contracts and the Number of Suppliers , 2012, Manag. Sci..

[20]  Sunil Mithas,et al.  How Information Technology Strategy and Investments Influence Firm Performance: Conjecture and Empirical Evidence , 2016, MIS Q..

[21]  Kenneth L. Kraemer,et al.  Research Note - Does Technological Progress Alter the Nature of Information Technology as a Production Input? New Evidence and New Results , 2010, Inf. Syst. Res..

[22]  D. Collins SEC product-line reporting and market efficiency , 1975 .

[23]  E. Brynjolfsson,et al.  Computing Productivity: Firm-Level Evidence , 2003, Review of Economics and Statistics.

[24]  Sabyasachi Mitra,et al.  Analyzing Cost-Effectiveness of Organizations: The Impact of Information Technology Spending , 1996, J. Manag. Inf. Syst..

[25]  Mary J. Benner,et al.  Offsetting Illegitimacy? How Pressures from Securities Analysts Influence Incumbents in the Face of New Technologies , 2012 .

[26]  Text-Based Network Industries and Endogenous Product Differentiation , 2016, Journal of Political Economy.

[27]  M. Petersen,et al.  Investment and Capital Constraints: Repatriations Under the American Jobs Creation Act , 2012 .

[28]  Nandu J. Nagarajan,et al.  CEO turnover, financial distress, and contractual innovations , 2014 .

[29]  H. Raghav Rao,et al.  Firms' information security investment decisions: Stock market evidence of investors' behavior , 2011, Decis. Support Syst..

[30]  Maureen O'Hara,et al.  Information and the Cost of Capital , 2001 .

[31]  Radhika Santhanam,et al.  Issues in Linking Information Technology Capability to Firm Performance , 2003, MIS Q..

[32]  Kent L. Womack Do Brokerage Analysts' Recommendations Have Investment Value? , 1996 .

[33]  Huai Zhang,et al.  Financial Reporting Frequency, Information Asymmetry, and the Cost of Equity , 2012 .

[34]  Lawrence A. Gordon,et al.  Market Value of Voluntary Disclosures Concerning Information Security , 2010, MIS Q..

[35]  Alexander Ljungqvist,et al.  Testing Asymmetric-Information Asset Pricing Models , 2009 .

[36]  Kevin Zhu,et al.  The Complementarity of Information Technology Infrastructure and E-Commerce Capability: A Resource-Based Assessment of Their Business Value , 2004, J. Manag. Inf. Syst..

[37]  Russell J. Lundholm,et al.  A Measure of Competition Based on 10-K Filings: a measure of competition based on 10-k filings , 2013 .

[38]  Bruce D. Phelps Can Investors Profit from the Prophets? Security Analyst Recommendations and Stock Returns , 2001 .

[39]  Paul C. Tetlock Giving Content to Investor Sentiment: The Role of Media in the Stock Market , 2005, The Journal of Finance.

[40]  B. Greenwald,et al.  Informational Imperfections in the Capital Market and Macro-Economic Fluctuations , 1984 .

[41]  Steven A. Sharpe Financial Market Imperfections, Firm Leverage, and the Cyclicality of Employment , 1993 .

[42]  Rajiv Sabherwal,et al.  Relationships Between Information Technology and Other Investments: A Contingent Interaction Model , 2019, Inf. Syst. Res..

[43]  R. Hubbard,et al.  Capital-Market Imperfections and Investment , 1997 .

[44]  J. Robins,et al.  A resource‐based approach to the multibusiness firm: Empirical analysis of portfolio interrelationships and corporate financial performance , 1995 .

[45]  I. Ioannou,et al.  Corporate Social Responsibility and Access to Finance , 2011 .

[46]  Ezra W. Zuckerman,et al.  Focusing the Corporate Product: Securities Analysts and De-diversification , 2000 .

[47]  Anandhi S. Bharadwaj,et al.  A Resource-Based Perspective on Information Technology Capability and Firm Performance: An Empirical Investigation , 2000, MIS Q..

[48]  Ravi Bhushan,et al.  Firm characteristics and analyst following , 1989 .

[49]  W. Powell,et al.  THE IRON CAGE REVISITED: , 1983, The New Economic Sociology.

[50]  Christine Botosan Disclosure level and the cost of equity capital , 1997 .

[51]  Ulrike Malmendier,et al.  Superstar CEOS , 2005 .

[52]  Biased Beliefs, Asset Prices, and Investment: A Structural Approach: Biased Beliefs, Asset Prices, and Investment , 2014 .

[53]  Francisco Pérez-Gónzalez,et al.  Inside the Family Firm: The Role of Families in Succession Decisions and Performance , 2006 .

[54]  Judith A. Chevalier,et al.  Capital Structure and Product-Market Competition: Empirical Evidence from the Supermarket Industry , 1995 .

[55]  The Relevance of the Value Relevance Literature For Financial Accounting Standard Setting: Another View , 2001 .

[56]  Rajiv Sabherwal,et al.  Performance Consequences of Information Technology Investments: Implications of Emphasizing New or Current Information Technologies , 2019, Inf. Syst. Res..

[57]  Shuping Chen,et al.  Favorable versus Unfavorable Recommendations: The Impact on Analyst Access to Management-Provided Information , 2006 .

[58]  Liandong Zhang,et al.  Trade Secrets Law and Corporate Disclosure: Causal Evidence on the Proprietary Cost Hypothesis , 2017 .

[59]  Erik Brynjolfsson,et al.  Valuing Information Technology Related Intangible Assets , 2016, MIS Q..

[60]  Robert E. Verrecchia,et al.  When Does Information Asymmetry Affect the Cost of Capital? , 2010 .

[61]  Managerial Empire Building and Firm Disclosure , 2008 .

[62]  Jee-Hae Lim,et al.  Information security breaches and IT security investments: Impacts on competitors , 2019, Inf. Manag..

[63]  Juhee Kwon,et al.  How Do EHRs and a Meaningful Use Initiative Affect Breaches of Patient Information? , 2019, Inf. Syst. Res..

[64]  H. White,et al.  Voluntary Disclosure and Information Asymmetry: Evidence from the 2005 Securities Offering Reform , 2013 .

[65]  Huseyin Cavusoglu,et al.  The Effect of Internet Security Breach Announcements on Market Value: Capital Market Reactions for Breached Firms and Internet Security Developers , 2004, Int. J. Electron. Commer..

[66]  Kenneth L. Kraemer,et al.  Review: Information Technology and Organizational Performance: An Integrative Model of IT Business Value , 2004, MIS Q..

[67]  Juhee Kwon,et al.  Meaningful Healthcare Security: Does Meaningful-Use Attestation Improve Information Security Performance? , 2014, MIS Q..

[68]  Prasanna Tambe Big Data Investment, Skills, and Firm Value , 2014, Manag. Sci..

[69]  Richard G. Sloan,et al.  The Relation between Corporate Financing Activities, Analysts' Forecasts and Stock Returns , 2006 .

[70]  Jackie Rees Ulmer,et al.  The Association Between the Disclosure and the Realization of Information Security Risk Factors , 2013, Inf. Syst. Res..

[71]  Xueming Luo,et al.  Corporate Social Performance, Analyst Stock Recommendations, and Firm Future Returns , 2015 .

[72]  Mary J. Benner Securities Analysts and Incumbent Response to Radical Technological Change: Evidence from Digital Photography and Internet Telephony , 2010, Organ. Sci..

[73]  Chen Lin,et al.  Institutional Shareholders and Corporate Social Responsibility , 2019, Journal of Financial Economics.

[74]  Denise A. Jones Voluntary Disclosure in R&D-Intensive Industries* , 2007 .

[75]  WeillPeter,et al.  IT Assets, Organizational Capabilities, and Firm Performance , 2007 .

[76]  Marcin T. Kacperczyk,et al.  Competition and Bias , 2008 .

[77]  Jitendra V. Singh,et al.  Organizational Legitimacy and the Liability of Newness , 1986 .

[78]  J. Heckman Sample selection bias as a specification error , 1979 .

[79]  Christopher J. Coyne,et al.  THE ECONOMICS OF COMPUTER HACKING , 2005 .

[80]  Mark H. Lang,et al.  The Evolution of 10-K Textual Disclosure: Evidence from Latent Dirichlet Allocation , 2017 .

[81]  Detmar W. Straub,et al.  Effective IS Security: An Empirical Study , 1990, Inf. Syst. Res..

[82]  Murillo Campello,et al.  The Real Effects of Financial Constraints: Evidence from a Financial Crisis , 2009 .

[83]  Abraham Seidmann,et al.  Does Technology Substitute for Nurses? Staffing Decisions in Nursing Homes , 2016, Manag. Sci..

[84]  Peter G. W. Keen,et al.  Value architectures for digital business: beyond the business model , 2013 .

[85]  Paul J. Irvine,et al.  Do Analysts Generate Trade for Their Firms? Evidence from the Toronto Stock Exchange , 2000 .

[86]  Shuping Chen,et al.  A New Measure of Disclosure Quality: The Level of Disaggregation of Accounting Data in Annual Reports , 2015 .

[87]  Xuan Tian,et al.  The Dark Side of Analyst Coverage: The Case of Innovation , 2013 .

[88]  Rebecca N. Hann,et al.  Segment Profitability and the Proprietary and Agency Costs of Disclosure , 2007 .

[89]  B. Lev,et al.  VOLUNTARY FORECAST DISCLOSURE, NONDISCLOSURE, AND STOCK-PRICES , 1990 .

[90]  E. Ofek Capital structure and firm response to poor performance: An empirical analysis , 1993 .

[91]  Sinan Aral,et al.  I.T. Assets, Organizational Capabilities and Firm Performance: Do Resource Allocations and Organizational Differences Explain Performance Variation? , 2007 .

[92]  Sundar G. Bharadwaj,et al.  Information Technology Effects on Firm Performance as Measured by Tobin's q , 1999 .

[93]  C. Qian,et al.  Financial analyst coverage and corporate social performance: Evidence from natural experiments , 2016, Strategic Management Journal.

[94]  Krishna G. Palepu,et al.  Information Asymmetry, Corporate Disclosure and the Capital Markets: A Review of the Empirical Disclosure Literature , 2000 .

[95]  Omrane Guedhami,et al.  Does Corporate Social Responsibility Affect the Cost of Capital? , 2010 .

[96]  Ali Tafti,et al.  Information Technology and Firm Profitability: Mechanisms and Empirical Evidence , 2012, MIS Q..

[97]  J. Naughton,et al.  Signaling Through Corporate Accountability Reporting , 2015 .

[98]  Lei Zhou,et al.  The Economic Cost of Publicly Announced Information Security Breaches: Empirical Evidence from the Stock Market , 2003, J. Comput. Secur..

[99]  Josh Lerner,et al.  The Financing of R&D and Innovation , 2009 .

[100]  Mary E. Barth,et al.  Cost of Capital and Earnings Transparency , 2013 .

[101]  Ken Kelley,et al.  When Do IT Security Investments Matter? Accounting for the Influence of Institutional Factors in the Context of Healthcare Data Breaches , 2017, MIS Q..

[102]  René Stulz,et al.  Risk management, firm reputation, and the impact of successful cyberattacks on target firms , 2021 .

[103]  Sean Xin Xu,et al.  Reducing Capital Market Anomaly: The Role of Information Technology Using an Information Uncertainty Lens , 2020, Manag. Sci..

[104]  Paul C. Tetlock,et al.  Biased Beliefs, Asset Prices, and Investment: A Structural Approach , 2013 .

[105]  Risk Management, Firm Reputation, and the Impact of Successful Cyberattacks on Target Firms , 2019 .

[106]  Frank Nagle,et al.  Open Source Software and Firm Productivity , 2017, Manag. Sci..

[107]  Anna Held,et al.  Digital business strategy , 2017 .

[108]  Shu Lin,et al.  Research Note - Business Value of Information Technology: Testing the Interaction Effect of IT and R&D on Tobin's Q , 2013, Inf. Syst. Res..

[109]  O. A. Sawy,et al.  Digital business strategy: toward a next generation of insights , 2013 .

[110]  Dmitri Nizovtsev,et al.  Risks and Benefits of Signaling Information System Characteristics to Strategic Attackers , 2009, J. Manag. Inf. Syst..

[111]  Juhee Kwon,et al.  Health-Care Security Strategies for Data Protection and Regulatory Compliance , 2013, J. Manag. Inf. Syst..

[112]  K. K. Raman,et al.  Litigation Risk and the Financial Reporting Credibility of Big 4 versus Non‐Big 4 Audits: Evidence from Anglo‐American Countries , 2004 .

[113]  Xuan Tian,et al.  Does Stock Liquidity Enhance or Impede Firm Innovation?: Does Stock Liquidity Enhance or Impede Firm Innovation? , 2014 .

[114]  Murray Z. Frank,et al.  Investment and the Weighted Average Cost of Capital , 2015 .

[115]  Jonathan Whitaker,et al.  Information Technology, Revenues and Profits: Exploring the Role of Foreign and Domestic Operations , 2016, Inf. Syst. Res..

[116]  Sang Pil Han,et al.  Estimating Demand for Mobile Applications in the New Economy , 2014, Manag. Sci..

[117]  Toni M. Whited,et al.  How Costly Is External Financing? Evidence from a Structural Estimation , 2007 .

[118]  Juhee Kwon,et al.  Proactive Versus Reactive Security Investments in the Healthcare Sector , 2014, MIS Q..

[119]  Steven J. Kachelmeier,et al.  Market Efficiency, Bounded Rationality, and Supplemental Business Reporting Disclosures , 2001 .

[120]  T. Khanna,et al.  Overcoming Institutional Voids: A Reputation-Based View of Long Run Survival , 2017 .

[121]  Chong Wang,et al.  Do Banks Price Firms' Data Breaches? , 2020, The Accounting Review.

[122]  Stephen W. Pruitt,et al.  A Simple Approximation of Tobin's Q , 1994 .

[123]  E. Cheynel A theory of voluntary disclosure and cost of capital , 2013 .

[124]  Indranil Bose,et al.  The impact of adoption of identity theft countermeasures on firm value , 2013, Decis. Support Syst..

[125]  J. Lintner INFLATION AND SECURITY RETURNS , 1975 .

[126]  The Relevance of the Value Relevance Literature for Financial Accounting Standard Setting , 2000 .

[127]  Hock-Hai Teo,et al.  An integrative study of information systems security effectiveness , 2003, Int. J. Inf. Manag..