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Contemporaneous verification of language: evidence from management earnings forecasts

Author

Listed:
  • Stephen Baginski

    (University of Georgia)

  • Elizabeth Demers

    (University of Virginia)

  • Chong Wang

    (Naval Postgraduate School)

  • Julia Yu

    (Nanyang Technological University)

Abstract

Research documents that linguistic tone is incrementally informative about stock returns. What remains a puzzle is the mechanism by which investors can assess its credibility. We examine whether contemporaneous information in management earnings forecasts serves as a timely alternative to ex post verification. We document that ex post verifiable quantitative news in unbundled forecasts, and characteristics of the linguistic tone itself, affect investors’ pricing of tone. Consistent with higher quality signals enhancing the credibility of contemporaneous lower quality signals, we find that quantitative news verifies the associated linguistic tone; when the two signals have the same sign, the price effect of tone is stronger. Furthermore, the pricing attenuation of tone is increasing in the imprecision of the quantitative forecast, suggesting that lower forecast quality compromises the quantitative signal’s credibility enhancement. Managerial incentives to inflate tone lead to the verification effect being greater for optimistic language, while management’s use of hyperbole results in attenuation of the tone’s pricing.

Suggested Citation

  • Stephen Baginski & Elizabeth Demers & Chong Wang & Julia Yu, 2016. "Contemporaneous verification of language: evidence from management earnings forecasts," Review of Accounting Studies, Springer, vol. 21(1), pages 165-197, March.
    • Handle: RePEc:spr:reaccs:v:21:y:2016:i:1:d:10.1007_s11142-015-9347-6
    DOI: 10.1007/s11142-015-9347-6
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    as
    1. Freeman, Rn & Tse, Sy, 1992. "A Nonlinear Model Of Security Price Responses To Unexpected Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 30(2), pages 185-209.
    2. Atiase, Rk, 1985. "Predisclosure Information, Firm Capitalization, And Security Price Behavior Around Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 23(1), pages 21-36.
    3. Bamber, LS & Cheon, YS, 1998. "Discretionary management earnings forecast disclosures: Antecedents and outcomes associated with forecast venue and forecast specificity choices," Journal of Accounting Research, Wiley Blackwell, vol. 36(2), pages 167-190.
    4. 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.
    5. Michael Dambra & Charles E. Wasley & Joanna Shuang Wu, 2013. "Soft†Talk Management Cash Flow Forecasts: Bias, Quality, and Stock Price Effects," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 607-644, June.
    6. Bertrand, Marianne & Karlan, Dean S. & Mullainathan, Sendhil & Shafir, Eldar & Zinman, Jonathan, 2005. "What's Psychology Worth? A Field Experiment in the Consumer Credit Market," Center Discussion Papers 28441, Yale University, Economic Growth Center.
    7. Uri Gneezy, 2005. "Deception: The Role of Consequences," American Economic Review, American Economic Association, vol. 95(1), pages 384-394, March.
    8. 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.
    9. Roland Benabou & Guy Laroque, 1992. "Using Privileged Information to Manipulate Markets: Insiders, Gurus, and Credibility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 921-958.
    10. Navin Kartik, 2009. "Strategic Communication with Lying Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1359-1395.
    11. Jordi Blanes, 2003. "Credibility and Cheap Talk of Securities Analysts:Theory and Evidence," FMG Discussion Papers dp472, Financial Markets Group.
    12. 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.
    13. Bernard, Vl, 1987. "Cross-Sectional Dependence And Problems In Inference In Market-Based Accounting Research," Journal of Accounting Research, Wiley Blackwell, vol. 25(1), pages 1-48.
    14. Sendhil Mullainathan & Joshua Schwartzstein & Andrei Shleifer, 2008. "Coarse Thinking and Persuasion," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 577-619.
    15. Chuk, Elizabeth & Matsumoto, Dawn & Miller, Gregory S., 2013. "Assessing methods of identifying management forecasts: CIG vs. researcher collected," Journal of Accounting and Economics, Elsevier, vol. 55(1), pages 23-42.
    16. Angela K. Davis & Jeremy M. Piger & Lisa M. Sedor, 2012. "Beyond the Numbers: Measuring the Information Content of Earnings Press Release Language," Contemporary Accounting Research, John Wiley & Sons, vol. 29(3), pages 845-868, September.
    17. Weihong Xu, 2009. "Evidence That Management Earnings Forecasts Do Not Fully Incorporate Information in Prior Forecast Errors," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(7-8), pages 822-837.
    18. Weihong Xu, 2009. "Evidence That Management Earnings Forecasts Do Not Fully Incorporate Information in Prior Forecast Errors," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(7‐8), pages 822-837, September.
    19. Kross, William J. & Ro, Byung T. & Suk, Inho, 2011. "Consistency in meeting or beating earnings expectations and management earnings forecasts," Journal of Accounting and Economics, Elsevier, vol. 51(1), pages 37-57.
    20. Kross, William J. & Ro, Byung T. & Suk, Inho, 2011. "Consistency in meeting or beating earnings expectations and management earnings forecasts," Journal of Accounting and Economics, Elsevier, vol. 51(1-2), pages 37-57, February.
    21. 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.
    22. Morgan, John & Stocken, Phillip C, 2003. "An Analysis of Stock Recommendations," RAND Journal of Economics, The RAND Corporation, vol. 34(1), pages 183-203, Spring.
    23. Marianne Bertrand & Dean Karlan & Sendhil Mullainathan & Eldar Shafir & Jonathan Zinman, 2010. "What's Advertising Content Worth? Evidence from a Consumer Credit Marketing Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 263-306.
    24. Anilowski, Carol & Feng, Mei & Skinner, Douglas J., 2007. "Does earnings guidance affect market returns? The nature and information content of aggregate earnings guidance," Journal of Accounting and Economics, Elsevier, vol. 44(1-2), pages 36-63, September.
    25. Xu, Weihong, 2010. "Do management earnings forecasts incorporate information in accruals?," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 227-246, April.
    26. Phillip C. Stocken, 2000. "Credibility of Voluntary Disclosure," RAND Journal of Economics, The RAND Corporation, vol. 31(2), pages 359-374, Summer.
    27. Ajinkya, Bb & Gift, Mj, 1984. "Corporate Managers Earnings Forecasts And Symmetrical Adjustments Of Market Expectations," Journal of Accounting Research, Wiley Blackwell, vol. 22(2), pages 425-444.
    28. S. P. Kothari & Susan Shu & Peter D. Wysocki, 2009. "Do Managers Withhold Bad News?," Journal of Accounting Research, Wiley Blackwell, vol. 47(1), pages 241-276, March.
    29. Freeman, Robert N., 1987. "The association between accounting earnings and security returns for large and small firms," Journal of Accounting and Economics, Elsevier, vol. 9(2), pages 195-228, July.
    30. Crawford, Vincent P & Sobel, Joel, 1982. "Strategic Information Transmission," Econometrica, Econometric Society, vol. 50(6), pages 1431-1451, November.
    31. Angela K. Davis & Isho Tama†Sweet, 2012. "Managers’ Use of Language Across Alternative Disclosure Outlets: Earnings Press Releases versus MD&A," Contemporary Accounting Research, John Wiley & Sons, vol. 29(3), pages 804-837, September.
    32. Ronald A. Dye & Sri S. Sridhar, 2004. "Reliability‐Relevance Trade‐Offs and the Efficiency of Aggregation," Journal of Accounting Research, Wiley Blackwell, vol. 42(1), pages 51-88, March.
    33. Feng Li, 2010. "The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 1049-1102, December.
    34. Aboody, David & Kasznik, Ron, 2000. "CEO stock option awards and the timing of corporate voluntary disclosures," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 73-100, February.
    35. Anat R. Admati & Paul Pfleiderer, 2004. "Broadcasting Opinions with an Overconfident Sender," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(2), pages 467-498, May.
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    More about this item

    Keywords

    Management forecasts; Linguistic tone; Cheap talk; Management incentives;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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