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Hidden Gems: Do market participants respond to performance expectations revealed in compensation disclosures?

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  • Fee, C Edward
  • Li, Zhi
  • Peng, Qiyuan

Abstract

We find that a new compensation disclosure item on expected payouts from performance-based stock grants reveals unique information regarding future firm performance. Extracting inferred performance expectations from the disclosures, we find that firms disclosing the highest expected grant payout significantly outperform in ROA, Q, sales growth, and profit margin over the next two years, while those disclosing the lowest expected payout underperform. The embedded information is not captured by other information channels, such as managerial earnings guidance, 10-K sentiment, insider selling activities, unexplained CEO pay, and analyst forecasts. Investors and analysts do not fully incorporate the information and are later surprised around earnings announcement days. A portfolio that buys firms with the highest performance expectation and shorts firms with the lowest expectation earns significantly positive abnormal returns. Our findings suggest that the enhanced compensation disclosure contains valuable information, but investors underreact to information that is difficult to collect and process.

Suggested Citation

  • Fee, C Edward & Li, Zhi & Peng, Qiyuan, 2023. "Hidden Gems: Do market participants respond to performance expectations revealed in compensation disclosures?," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    • Handle: RePEc:eee:jaecon:v:75:y:2023:i:1:s0165410122000428
    DOI: 10.1016/j.jacceco.2022.101519
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    as
    1. Bergstresser, Daniel & Philippon, Thomas, 2006. "CEO incentives and earnings management," Journal of Financial Economics, Elsevier, vol. 80(3), pages 511-529, June.
    2. Zhi Li & Lingling Wang, 2016. "Executive Compensation Incentives Contingent on Long-Term Accounting Performance," Review of Financial Studies, Society for Financial Studies, vol. 29(6), pages 1586-1633.
    3. Novy-Marx, Robert, 2013. "The other side of value: The gross profitability premium," Journal of Financial Economics, Elsevier, vol. 108(1), pages 1-28.
    4. Jagmohan S. Raju & V. Srinivasan, 1996. "Quota-Based Compensation Plans for Multiterritory Heterogeneous Salesforces," Management Science, INFORMS, vol. 42(10), pages 1454-1462, October.
    5. Bernard, Victor L. & Thomas, Jacob K., 1990. "Evidence that stock prices do not fully reflect the implications of current earnings for future earnings," Journal of Accounting and Economics, Elsevier, vol. 13(4), pages 305-340, December.
    6. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    7. Amir, Eli & Lev, Baruch, 1996. "Value-relevance of nonfinancial information: The wireless communications industry," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 3-30, October.
    8. Beaver, Wh, 1968. "Information Content Of Annual Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 6, pages 67-92.
    9. Bernard, Vl & Thomas, Jk, 1989. "Post-Earnings-Announcement Drift - Delayed Price Response Or Risk Premium," Journal of Accounting Research, Wiley Blackwell, vol. 27, pages 1-36.
    10. Jose M. Marin & Jacques P. Olivier, 2008. "The Dog That Did Not Bark: Insider Trading and Crashes," Journal of Finance, American Finance Association, vol. 63(5), pages 2429-2476, October.
    11. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    12. Abarbanell, Jeffery S., 1991. "Do analysts' earnings forecasts incorporate information in prior stock price changes?," Journal of Accounting and Economics, Elsevier, vol. 14(2), pages 147-165, June.
    13. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    14. Rachel M. Hayes & Scott Schaefer, 2000. "Implicit Contracts and the Explanatory Power of Top Executive Compensation for Future Performance," RAND Journal of Economics, The RAND Corporation, vol. 31(2), pages 273-293, Summer.
    15. George Baker & Robert Gibbons & Kevin J. Murphy, 1994. "Subjective Performance Measures in Optimal Incentive Contracts," The Quarterly Journal of Economics, Oxford University Press, vol. 109(4), pages 1125-1156.
    16. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    17. Verrecchia, Robert E., 2001. "Essays on disclosure," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 97-180, December.
    18. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    19. Denis, David J. & Sarin, Atulya, 2001. "Is the Market Surprised by Poor Earnings Realizations following Seasoned Equity Offerings?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(2), pages 169-193, June.
    20. Murphy, Kevin J., 2000. "Performance standards in incentive contracts," Journal of Accounting and Economics, Elsevier, vol. 30(3), pages 245-278, December.
    21. Paul Hribar & Holly Yang, 2016. "CEO Overconfidence and Management Forecasting," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 204-227, March.
    22. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    23. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    24. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    25. Cheng, Yingmei & Harford, Jarrad & Zhang, Tianming (Tim), 2015. "Bonus-Driven Repurchases," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 447-475, June.
    26. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    27. Bennett, Benjamin & Bettis, J. Carr & Gopalan, Radhakrishnan & Milbourn, Todd, 2017. "Compensation goals and firm performance," Journal of Financial Economics, Elsevier, vol. 124(2), pages 307-330.
    28. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    29. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    30. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    31. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    32. Jarrad Harford & Feng Jiang & Rong Wang & Fei Xie, 2019. "Analyst Career Concerns, Effort Allocation, and Firms’ Information Environment," Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2179-2224.
    33. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    34. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    35. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    36. Patricia M. Dechow & Weili Ge & Chad R. Larson & Richard G. Sloan, 2011. "Predicting Material Accounting Misstatements," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 17-82, March.
    37. Core, John E., 2001. "A review of the empirical disclosure literature: discussion," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 441-456, September.
    38. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    39. Eugene F. Fama & Kenneth R. French, 2016. "Dissecting Anomalies with a Five-Factor Model," Review of Financial Studies, Society for Financial Studies, vol. 29(1), pages 69-103.
    40. Verrecchia, Robert E., 1983. "Discretionary disclosure," Journal of Accounting and Economics, Elsevier, vol. 5(1), pages 179-194, April.
    41. 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.
    42. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    43. 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.
    44. Daniel Bradley & Sinan Gokkaya & Xi Liu, 2017. "Before an Analyst Becomes an Analyst: Does Industry Experience Matter?," Journal of Finance, American Finance Association, vol. 72(2), pages 751-792, April.
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    More about this item

    Keywords

    Compensation disclosure; Voluntary disclosure; Market efficiency; Return predictability;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G40 - Financial Economics - - Behavioral Finance - - - General
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • M40 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - General
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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