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A new era of voluntary disclosure? Empirical evidence on how employee postings on social media relate to future corporate disclosures

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  • Hales, Jeffrey
  • Moon, James R.
  • Swenson, Laura A.

Abstract

With the advent of social media, individual public opinions about firms can be more easily accessed and aggregated, and recent research suggests that various platforms, such as Twitter, Seeking Alpha, and Estimize, provide information relevant in predicting future corporate disclosures. Rather than focusing on the general public's opinion, we examine a public platform designed to convey insider information - Glassdoor.com, where employees voluntarily share their opinions on a number of issues, including the company's near-term business outlook. Using a sample of approximately 150,000 employee reviews, we extract both employees' explicit assessments of outlook and a measure of their latent outlook derived from factor analysis. We then examine whether the opinions employees share on social media relate to future corporate disclosures. In particular, we find evidence that employee opinions are useful in predicting growth in key income statement information, transitory reporting items (e.g., restructuring charges), earnings surprises, and management forecast news. While voluntary disclosures about firm performance have traditionally come from executives, our evidence suggests that rank-and-file employees are chipping away at upper-level management's exclusive control over that channel.

Suggested Citation

  • Hales, Jeffrey & Moon, James R. & Swenson, Laura A., 2018. "A new era of voluntary disclosure? Empirical evidence on how employee postings on social media relate to future corporate disclosures," Accounting, Organizations and Society, Elsevier, vol. 68, pages 88-108.
  • Handle: RePEc:eee:aosoci:v:68-69:y:2018:i::p:88-108
    DOI: 10.1016/j.aos.2018.04.004
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    1. Richard Montanelli & Lloyd Humphreys, 1976. "Latent roots of random data correlation matrices with squared multiple correlations on the diagonal: A monte carlo study," Psychometrika, Springer;The Psychometric Society, vol. 41(3), pages 341-348, September.
    2. John Horn, 1965. "A rationale and test for the number of factors in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 30(2), pages 179-185, June.
    3. ,, 2000. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 16(2), pages 287-299, April.
    4. Karthik Balakrishnan & Mary Brooke Billings & Bryan Kelly & Alexander Ljungqvist, 2014. "Shaping Liquidity: On the Causal Effects of Voluntary Disclosure," Journal of Finance, American Finance Association, vol. 69(5), pages 2237-2278, October.
    5. Alex Edmans & Darcy Pu & Chendi Zhang & Lucius Li, 2024. "Employee Satisfaction, Labor Market Flexibility, and Stock Returns Around the World," Management Science, INFORMS, vol. 70(7), pages 4357-4380, July.
    6. Huddart, Steven & Lang, Mark, 2003. "Information distribution within firms: evidence from stock option exercises," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 3-31, January.
    7. Lian Fen Lee & Amy P. Hutton & Susan Shu, 2015. "The Role of Social Media in the Capital Market: Evidence from Consumer Product Recalls," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 367-404, May.
    8. Verrecchia, Robert E., 2001. "Essays on disclosure," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 97-180, December.
    9. Billings, Mary Brooke & Jennings, Robert & Lev, Baruch, 2015. "On guidance and volatility," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 161-180.
    10. Gregory S. Miller & Douglas J. Skinner, 2015. "The Evolving Disclosure Landscape: How Changes in Technology, the Media, and Capital Markets Are Affecting Disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 221-239, May.
    11. Edmans, Alex, 2011. "Does the stock market fully value intangibles? Employee satisfaction and equity prices," Journal of Financial Economics, Elsevier, vol. 101(3), pages 621-640, September.
    12. Ledyard Tucker & Raymond Koopman & Robert Linn, 1969. "Evaluation of factor analytic research procedures by means of simulated correlation matrices," Psychometrika, Springer;The Psychometric Society, vol. 34(4), pages 421-459, December.
    13. repec:bla:jfinan:v:59:y:2004:i:3:p:1259-1294 is not listed on IDEAS
    14. Russell Jame & Rick Johnston & Stanimir Markov & Michael C. Wolfe, 2016. "The Value of Crowdsourced Earnings Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1077-1110, September.
    15. Huang, Minjie & Li, Pingshu & Meschke, Felix & Guthrie, James P., 2015. "Family firms, employee satisfaction, and corporate performance," Journal of Corporate Finance, Elsevier, vol. 34(C), pages 108-127.
    16. Robert Linn, 1968. "A monte carlo approach to the number of factors problem," Psychometrika, Springer;The Psychometric Society, vol. 33(1), pages 37-71, March.
    17. Hailiang Chen & Prabuddha De & Yu (Jeffrey) Hu & Byoung-Hyoun Hwang, 2014. "Wisdom of Crowds: The Value of Stock Opinions Transmitted Through Social Media," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1367-1403.
    Full references (including those not matched with items on IDEAS)

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