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Beyond the numbers: an analysis of optimistic and pessimistic language in earnings press releases

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  • Angela K. Davis
  • Jeremy M. Piger
  • Lisa M. Sedor

Abstract

In this paper, we examine whether managers use optimistic and pessimistic language in earnings press releases to provide information about expected future firm performance to the market, and whether the market responds to optimistic and pessimistic language usage in earnings press releases after controlling for the earnings surprise and other factors likely to influence the market*s response to the earnings announcement. We use textual-analysis software to measure levels of optimistic and pessimistic language for a sample of approximately 24,000 earnings press releases issued between 1998 and 2003. We find a positive (negative) association between optimistic (pessimistic) language usage and future firm performance and a significant incremental market response to optimistic and pessimistic language usage in earnings press releases. Results suggest managers use optimistic and pessimistic language to provide credible information about expected future firm performance to the market, and that the market responds to managers' language usage.

Suggested Citation

  • Angela K. Davis & Jeremy M. Piger & Lisa M. Sedor, 2006. "Beyond the numbers: an analysis of optimistic and pessimistic language in earnings press releases," Working Papers 2006-005, Federal Reserve Bank of St. Louis.
    • Handle: RePEc:fip:fedlwp:2006-005
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    References listed on IDEAS

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    1. Skinner, Dj, 1994. "Why Firms Voluntarily Disclose Bad-News," Journal of Accounting Research, Wiley Blackwell, vol. 32(1), pages 38-60.
    2. Stephen P. Baginski & John M. Hassell & Michael D. Kimbrough, 2004. "Why Do Managers Explain Their Earnings Forecasts?," Journal of Accounting Research, Wiley Blackwell, vol. 42(1), pages 1-29, March.
    3. Patell, Jm, 1976. "Corporate Forecasts Of Earnings Per Share And Stock-Price Behavior - Empirical Tests," Journal of Accounting Research, Wiley Blackwell, vol. 14(2), pages 246-276.
    4. Jennings, R, 1987. "Unsystematic Security Price Movements, Management Earnings Forecasts, And Revisions In Consensus Analyst Earnings Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 25(1), pages 90-110.
    5. Gregory S. Miller, 2002. "Earnings Performance and Discretionary Disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 173-204, March.
    6. Amy P. Hutton & Gregory S. Miller & Douglas J. Skinner, 2003. "The Role of Supplementary Statements with Management Earnings Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 41(5), pages 867-890, December.
    7. Peter M. Clarkson & Jennifer L. Kao & Gordon D. Richardson, 1999. "Evidence That Management Discussion and Analysis (MD&A) is a Part of a Firm's Overall Disclosure Package," Contemporary Accounting Research, John Wiley & Sons, vol. 16(1), pages 111-134, March.
    8. Core, John E. & Holthausen, Robert W. & Larcker, David F., 1999. "Corporate governance, chief executive officer compensation, and firm performance," Journal of Financial Economics, Elsevier, vol. 51(3), pages 371-406, March.
    9. Hoskin, Re & Hughes, Js & Ricks, We, 1986. "Evidence On The Incremental Information-Content Of Additional Firm Disclosures Made Concurrently With Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 24, pages 1-32.
    10. Waymire, G, 1984. "Additional Evidence On The Information-Content Of Management Earnings Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 22(2), pages 703-718.
    11. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    12. Baginski, Stephen P & Hassell, John M & Hillison, William A, 2000. "Voluntary Causal Disclosures: Tendencies and Capital Market Reaction," Review of Quantitative Finance and Accounting, Springer, vol. 15(4), pages 371-389, December.
    13. Barber, Brad M. & Lyon, John D., 1997. "Detecting long-run abnormal stock returns: The empirical power and specification of test statistics," Journal of Financial Economics, Elsevier, vol. 43(3), pages 341-372, March.
    14. Penman, Sh, 1980. "An Empirical-Investigation Of The Voluntary Disclosure Of Corporate-Earnings Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 132-160.
    15. Wayne R. Landsman & Edward L. Maydew, 2002. "Has the Information Content of Quarterly Earnings Announcements Declined in the Past Three Decades?," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 797-808, June.
    16. Michelle Bligh & Gregory D. Hess, 2006. "A Quantitive Assessment of the Qualitative Aspects of Chairman Greenspan's Communications," Computing in Economics and Finance 2006 213, Society for Computational Economics.
    17. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    18. Frost, Carol A., 1997. "Disclosure policy choices of UK firms receiving modified audit reports," Journal of Accounting and Economics, Elsevier, vol. 23(2), pages 163-187, July.
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    Cited by:

    1. Michelle T. Armesto & Ruben Hernandez-Murillo & Michael T. Owyang & Jeremy M. Piger, 2007. "Identifying asymmetry in the language of the Beige Book: a mixed data sampling approach," Working Papers 2007-010, Federal Reserve Bank of St. Louis.
    2. Jacob Boudoukh & Ronen Feldman & Shimon Kogan & Matthew Richardson, 2013. "Which News Moves Stock Prices? A Textual Analysis," NBER Working Papers 18725, National Bureau of Economic Research, Inc.
    3. Benjamin Born & Michael Ehrmann & Marcel Fratzscher, 2011. "Macroprudential policy and central bank communication," BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential regulation and policy, volume 60, pages 107-110, Bank for International Settlements.
    4. Sri Ningsih & Iman Harymawan & Nurul Fitriani & Brian Lam, 2021. "Pessimistic Tone in Earnings Announcement and CSR Disclosure: Exploring the Interacting Role of CEO Busyness," Sustainability, MDPI, vol. 13(24), pages 1-19, December.
    5. Shuyu Zhang & Xuanyu Zhou & Huifeng Pan & Junyi Jia, 2019. "Cryptocurrency, confirmatory bias and news readability – evidence from the largest Chinese cryptocurrency exchange," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(5), pages 1445-1468, March.
    6. Brière, Marie & Huynh, Karen & Laudy, Olav & Pouget, Sébastien, 2023. "What do we Learn from a Machine Understanding: News Content? Stock Market Reaction to News," TSE Working Papers 23-1401, Toulouse School of Economics (TSE).
    7. Balakrishnan, Ramji & Qiu, Xin Ying & Srinivasan, Padmini, 2010. "On the predictive ability of narrative disclosures in annual reports," European Journal of Operational Research, Elsevier, vol. 202(3), pages 789-801, May.
    8. Gehan A. Mousa & Elsayed A. H. Elamir & Khaled Hussainey, 2022. "Using machine learning methods to predict financial performance: Does disclosure tone matter?," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 19(1), pages 93-112, March.

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