IDEAS home Printed from https://ideas.repec.org/a/bla/joares/v49y2011i1p223-255.html

Who Believes the Hype? An Experimental Examination of How Language Affects Investor Judgments

Author

Listed:
  • JEFFREY HALES
  • XI (JASON) KUANG
  • SHANKAR VENKATARAMAN

Abstract

This paper investigates the effect of vivid language on investor judgments. Recent research finds that investor judgments are significantly influenced by disclosure tone (positive versus negative). Holding tone constant, we investigate investors’ reactions to vivid versus pallid information. Drawing on theories from psychology, we predict that investors will be sensitive to the differences between vivid and pallid language when the underlying information is preference inconsistent, but not when the information is preference consistent. Results of two experiments support our prediction. Vivid language significantly influences the judgment of investors who hold contrarian positions (i.e., short investors in a bull market and long investors in a bear market). Interestingly, vivid language has limited influence on the judgment of investors who hold positions consistent with the general tenor of the market. Our results provide evidence regarding when vividness matters and when it does not in financial contexts, thereby contributing to both psychology and a growing literature on disclosure tone in financial reporting. In addition, our results also speak to concerns raised by regulators and academics asserting that vivid language can inflate bubbles and incite panics.

Suggested Citation

  • Jeffrey Hales & Xi (Jason) Kuang & Shankar Venkataraman, 2011. "Who Believes the Hype? An Experimental Examination of How Language Affects Investor Judgments," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 49(1), pages 223-255, March.
  • Handle: RePEc:bla:joares:v:49:y:2011:i:1:p:223-255
    DOI: 10.1111/j.1475-679X.2010.00394.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1475-679X.2010.00394.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1475-679X.2010.00394.x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kisielius, Jolita & Sternthal, Brian, 1986. "Examining the Vividness Controversy: An Availability-Valence Interpretation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(4), pages 418-431, March.
    2. Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
    3. Stephen P. Baginski & John M. Hassell & Michael D. Kimbrough, 2004. "Why Do Managers Explain Their Earnings Forecasts?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 42(1), pages 1-29, March.
    4. McGill, Ann L & Anand, Punam, 1989. "The Effect of Vivid Attributes on the Evaluation of Alternatives: The Role of Differential Attention and Cognitive Elaboration," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(2), pages 188-196, September.
    5. Amy P. Hutton & Gregory S. Miller & Douglas J. Skinner, 2003. "The Role of Supplementary Statements with Management Earnings Forecasts," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 41(5), pages 867-890, December.
    6. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    7. Jeffrey Hales, 2007. "Directional Preferences, Information Processing, and Investors' Forecasts of Earnings," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 45(3), pages 607-628, June.
    8. Elizabeth Demers & Clara Vega, 2008. "Soft information in earnings announcements: news or noise?," International Finance Discussion Papers 951, Board of Governors of the Federal Reserve System (U.S.).
    9. Jun Han & Hun‐Tong Tan, 2010. "Investors' Reactions to Management Earnings Guidance: The Joint Effect of Investment Position, News Valence, and Guidance Form," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 123-146, March.
    10. Ray Ball, 2009. "Market and Political/Regulatory Perspectives on the Recent Accounting Scandals," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 47(2), pages 277-323, May.
    11. Jun Han & Hun‐Tong Tan, 2010. "Investors' Reactions to Management Earnings Guidance: The Joint Effect of Investment Position, News Valence, and Guidance Form," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(1), pages 81-104, March.
    12. Owen A. Lamont & Jeremy C. Stein, 2004. "Aggregate Short Interest and Market Valuations," American Economic Review, American Economic Association, vol. 94(2), pages 29-32, May.
    13. Li, Feng, 2008. "Annual report readability, current earnings, and earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 221-247, August.
    14. Nicholas Seybert & Robert Bloomfield, 2009. "Contagion of Wishful Thinking in Markets," Management Science, INFORMS, vol. 55(5), pages 738-751, May.
    15. Feng Li, 2010. "The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(5), pages 1049-1102, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hun‐Tong Tan & Elaine Ying Wang & Bo Zhou, 2014. "When the Use of Positive Language Backfires: The Joint Effect of Tone, Readability, and Investor Sophistication on Earnings Judgments," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 52(1), pages 273-302, March.
    2. Han, Jun, 2013. "A literature synthesis of experimental studies on management earnings guidance," Journal of Accounting Literature, Elsevier, vol. 31(1), pages 49-70.
    3. David F. Larcker & Anastasia A. Zakolyukina, 2012. "Detecting Deceptive Discussions in Conference Calls," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(2), pages 495-540, May.
    4. Ingrid E. Fisher & Margaret R. Garnsey & Mark E. Hughes, 2016. "Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 23(3), pages 157-214, July.
    5. Chen, Zhenhua & Loftus, Serena, 2019. "Multi-method evidence on investors’ reactions to managers’ self-inclusive language," Accounting, Organizations and Society, Elsevier, vol. 79(C).
    6. Jessen L. Hobson & William J. Mayew & Mohan Venkatachalam, 2012. "Analyzing Speech to Detect Financial Misreporting," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(2), pages 349-392, May.
    7. Yan Luo & Linying Zhou, 2020. "Textual tone in corporate financial disclosures: a survey of the literature," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(2), pages 101-110, September.
    8. Stephan Hollander & Maarten Pronk & Erik Roelofsen, 2010. "Does Silence Speak? An Empirical Analysis of Disclosure Choices During Conference Calls," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(3), pages 531-563, June.
    9. Özgür Arslan‐Ayaydin & James Thewissen & Wouter Torsin, 2021. "Disclosure tone management and labor unions," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(1-2), pages 102-147, January.
    10. Fengler, Matthias R. & Phan, Tri Minh, 2025. "Unveiling themes in 10-K disclosures: A new topic modeling perspective," International Review of Financial Analysis, Elsevier, vol. 103(C).
    11. Benson, David F. & Brau, James C. & Cicon, James & Ferris, Stephen P., 2015. "Strategically camouflaged corporate governance in IPOs: Entrepreneurial masking and impression management," Journal of Business Venturing, Elsevier, vol. 30(6), pages 839-864.
    12. An, Suwei, 2023. "Essays on incentive contracts, M&As, and firm risk," Other publications TiSEM dd97d2f5-1c9d-47c5-ba62-f, Tilburg University, School of Economics and Management.
    13. Renato Camodeca & Alex Almici & Umberto Sagliaschi, 2018. "Sustainability Disclosure in Integrated Reporting: Does It Matter to Investors? A Cheap Talk Approach," Sustainability, MDPI, vol. 10(12), pages 1-34, November.
    14. Kothari, Pratik & Chance, Don M. & Ferris, Stephen P., 2021. "Bragging rights: Does corporate boasting imply value creation?," Journal of Corporate Finance, Elsevier, vol. 67(C).
    15. 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.
    16. Thorsten Knauer & Christian Ledwig & Andreas Wömpener, 2012. "Zur Wertrelevanz freiwilliger Managementprognosen in Deutschland," Schmalenbach Journal of Business Research, Springer, vol. 64(2), pages 166-204, March.
    17. F. Cappellieri & R. Vinciguerra & A. Ricciardi & M. Pizzo, 2025. "Independent minority directors against self-serving and manipulative practices in non- financial reporting," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 29(2), pages 453-501, June.
    18. An, Suwei & Liu, Yi & Tan, Xiaofen & Wu, Kai, 2024. "Manager sentiment, deal characteristics, and takeover performance," The British Accounting Review, Elsevier, vol. 56(6).
    19. Ardia, David & Bluteau, Keven & Boudt, Kris, 2022. "Media abnormal tone, earnings announcements, and the stock market," Journal of Financial Markets, Elsevier, vol. 61(C).
    20. Richard Frankel & Jared Jennings & Joshua Lee, 2022. "Disclosure Sentiment: Machine Learning vs. Dictionary Methods," Management Science, INFORMS, vol. 68(7), pages 5514-5532, July.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:joares:v:49:y:2011:i:1:p:223-255. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://onlinelibrary.wiley.com/journal/1475679x .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.