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Measuring Risk Information

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  • KEVIN C. SMITH
  • ERIC C. SO

Abstract

We develop a measure of how information events impact investors' expectations of risk. The measure is broadly applicable and simple to implement. We derive it from an option‐pricing model, where investors anticipate an announcement that simultaneously conveys information on the announcer's expected future cash flows and risk profile. We empirically implement the measure using firms' earnings announcements, showing that it closely aligns with our model's predictions and offers strong forecasting power for firms' risk profiles, costs of capital, and future investments. We further highlight pitfalls of using simple changes in option‐implied volatilities to study information gleaned from earnings announcements. Finally, we apply our measure to study disclosure regulation, the efficacy of text‐based proxies, and market‐wide events, which we use to illustrate our measure's uses, and illuminate its potential limitations.

Suggested Citation

  • Kevin C. Smith & Eric C. So, 2022. "Measuring Risk Information," Journal of Accounting Research, Wiley Blackwell, vol. 60(2), pages 375-426, May.
  • Handle: RePEc:bla:joares:v:60:y:2022:i:2:p:375-426
    DOI: 10.1111/1475-679X.12413
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    References listed on IDEAS

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    1. Back, Kerry, 2010. "Asset Pricing and Portfolio Choice Theory," OUP Catalogue, Oxford University Press, number 9780195380613.
    2. Bryan Kelly & Ľuboš Pástor & Pietro Veronesi, 2016. "The Price of Political Uncertainty: Theory and Evidence from the Option Market," Journal of Finance, American Finance Association, vol. 71(5), pages 2417-2480, October.
    3. Anne Beatty & Lin Cheng & Haiwen Zhang, 2019. "Are Risk Factor Disclosures Still Relevant? Evidence from Market Reactions to Risk Factor Disclosures Before and After the Financial Crisis," Contemporary Accounting Research, John Wiley & Sons, vol. 36(2), pages 805-838, June.
    4. Praveen Kumar & Sorin M. Sorescu & Rodney D. Boehme & Bartley R. Danielsen, 2008. "Estimation Risk, Information, and the Conditional CAPM: Theory and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1037-1075, May.
    5. Steve Ross, 2015. "The Recovery Theorem," Journal of Finance, American Finance Association, vol. 70(2), pages 615-648, April.
    6. Jensen, Christian Skov & Lando, David & Pedersen, Lasse Heje, 2019. "Generalized recovery," Journal of Financial Economics, Elsevier, vol. 133(1), pages 154-174.
    7. Thaddeus Neururer & George Papadakis & Edward J. Riedl, 2016. "Tests of investor learning models using earnings innovations and implied volatilities," Review of Accounting Studies, Springer, vol. 21(2), pages 400-437, June.
    8. Christopher S. Armstrong & Snehal Banerjee & Carlos Corona, 2013. "Factor-Loading Uncertainty and Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 26(1), pages 158-207.
    9. Oya Altınkılıç & Vadim S. Balashov & Robert S. Hansen, 2013. "Are Analysts' Forecasts Informative to the General Public?," Management Science, INFORMS, vol. 59(11), pages 2550-2565, November.
    10. Richard Lambert & Christian Leuz & Robert E. Verrecchia, 2007. "Accounting Information, Disclosure, and the Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 385-420, May.
    11. AltInkIlIç, Oya & Hansen, Robert S., 2009. "On the information role of stock recommendation revisions," Journal of Accounting and Economics, Elsevier, vol. 48(1), pages 17-36, October.
    12. Noh, Suzie & So, Eric C. & Weber, Joseph P., 2019. "Voluntary and mandatory disclosures: Do managers view them as substitutes?," Journal of Accounting and Economics, Elsevier, vol. 68(1).
    13. Kevin Smith, 2019. "Financial Markets with Trade on Risk and Return," The Review of Financial Studies, Society for Financial Studies, vol. 32(10), pages 4042-4078.
    14. Anna Cieslak & Adair Morse & Annette Vissing‐Jorgensen, 2019. "Stock Returns over the FOMC Cycle," Journal of Finance, American Finance Association, vol. 74(5), pages 2201-2248, October.
    15. Stefano Dellavigna & Joshua M. Pollet, 2009. "Investor Inattention and Friday Earnings Announcements," Journal of Finance, American Finance Association, vol. 64(2), pages 709-749, April.
    16. Patell, James M. & Wolfson, Mark A., 1979. "Anticipated information releases reflected in call option prices," Journal of Accounting and Economics, Elsevier, vol. 1(2), pages 117-140, August.
    17. Travis L. Johnson & Eric C. So, 2018. "Asymmetric Trading Costs Prior to Earnings Announcements: Implications for Price Discovery and Returns," Journal of Accounting Research, Wiley Blackwell, vol. 56(1), pages 217-263, March.
    18. Christian Leuz & Peter D. Wysocki, 2016. "The Economics of Disclosure and Financial Reporting Regulation: Evidence and Suggestions for Future Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 525-622, May.
    19. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    20. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    21. Yang Bao & Anindya Datta, 2014. "Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures," Management Science, INFORMS, vol. 60(6), pages 1371-1391, June.
    22. Haim Mendelson, 2004. "Strategic Trading, Liquidity, and Information Acquisition," The Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 295-337.
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    Cited by:

    1. Srivastava, Pranjal & Jacob, Joshy, 2022. "Risk information - normal markets and the COVID-19 pandemic period," IIMA Working Papers WP 2022-10-02, Indian Institute of Management Ahmedabad, Research and Publication Department.
    2. Wei Chen & Paul Hribar & Sam Melessa, 2023. "Standard Error Biases When Using Generated Regressors in Accounting Research," Journal of Accounting Research, Wiley Blackwell, vol. 61(2), pages 531-569, May.

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