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Hierarchy of earnings thresholds based on discretionary accruals

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  • Barua, Abhijit
  • Kim, Jung Hoon
  • Yi, Sheng

Abstract

Prior studies identify hierarchies of earnings thresholds based on distributions of earnings (e.g., Degeorge et al., 1999) and survey opinions of CFOs (Graham, Harvey, & Rajgopal, 2005). We complement extant literature by investigating a threshold hierarchy in the context of accounting discretion exercised by managers. We examine the relative extent of discretionary accruals used to achieve three earnings thresholds—avoiding losses, avoiding earnings declines, and avoiding negative earnings surprises. Our empirical findings suggest that managers are likely to use the largest amount of discretionary accruals to avoid earnings declines, and the least amount of discretionary accruals to avoid negative earnings surprises. Thus, this study identifies the hierarchy of the earnings thresholds based on accounting discretion used in financial reporting. We also find that the hierarchy remains stable over the last two decades during our sample period. Then, we provide several explanations for why managers are likely to exercise more accounting discretion to avoid earnings declines. These explanations include earnings smoothing, reduction of stock returns volatility, and signaling of future growth potential. Overall, this study provides new insights into accruals management behavior.

Suggested Citation

  • Barua, Abhijit & Kim, Jung Hoon & Yi, Sheng, 2019. "Hierarchy of earnings thresholds based on discretionary accruals," Advances in accounting, Elsevier, vol. 44(C), pages 29-48.
    • Handle: RePEc:eee:advacc:v:44:y:2019:i:c:p:29-48
    DOI: 10.1016/j.adiac.2018.12.002
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    1. Kenneth A. Froot & Andre F. Perold & Jeremy C. Stein, 1992. "Shareholder Trading Practices And Corporate Investment Horizons," Journal of Applied Corporate Finance, Morgan Stanley, vol. 5(2), pages 42-58, June.
    2. David Burgstahler & Michael Eames, 2006. "Management of Earnings and Analysts' Forecasts to Achieve Zero and Small Positive Earnings Surprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(5-6), pages 633-652.
    3. Francis, Jennifer & LaFond, Ryan & Olsson, Per & Schipper, Katherine, 2005. "The market pricing of accruals quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 295-327, June.
    4. Jorion, Philippe, 1985. "International Portfolio Diversification with Estimation Risk," The Journal of Business, University of Chicago Press, vol. 58(3), pages 259-278, July.
    5. Srivastava, Anup, 2014. "Why have measures of earnings quality changed over time?," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 196-217.
    6. Degeorge, Francois & Patel, Jayendu & Zeckhauser, Richard, 1999. "Earnings Management to Exceed Thresholds," The Journal of Business, University of Chicago Press, vol. 72(1), pages 1-33, January.
    7. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    8. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    9. Bartov, Eli & Givoly, Dan & Hayn, Carla, 2002. "The rewards to meeting or beating earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 173-204, June.
    10. Teoh, Siew Hong & Welch, Ivo & Wong, T. J., 1998. "Earnings management and the underperformance of seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 50(1), pages 63-99, October.
    11. Francis, J & Schipper, K, 1999. "Have financial statements lost their relevance?," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 319-352.
    12. Mark Britten‐Jones, 1999. "The Sampling Error in Estimates of Mean‐Variance Efficient Portfolio Weights," Journal of Finance, American Finance Association, vol. 54(2), pages 655-671, April.
    13. Barth, ME & Elliott, JA & Finn, MW, 1999. "Market rewards associated with patterns of increasing earnings," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 387-413.
    14. Laksmana, Indrarini & Yang, Ya-wen, 2014. "Product market competition and earnings management: Evidence from discretionary accruals and real activity manipulation," Advances in accounting, Elsevier, vol. 30(2), pages 263-275.
    15. Fields, Thomas D. & Lys, Thomas Z. & Vincent, Linda, 2001. "Empirical research on accounting choice," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 255-307, September.
    16. Givoly, Dan & Hayn, Carla, 2000. "The changing time-series properties of earnings, cash flows and accruals: Has financial reporting become more conservative?," Journal of Accounting and Economics, Elsevier, vol. 29(3), pages 287-320, June.
    17. Mark T. Bradshaw & Scott A. Richardson & Richard G. Sloan, 2001. "Do Analysts and Auditors Use Information in Accruals?," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 45-74, June.
    18. David Burgstahler & Michael Eames, 2006. "Management of Earnings and Analysts' Forecasts to Achieve Zero and Small Positive Earnings Surprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(5‐6), pages 633-652, June.
    19. Lev, B & Zarowin, P, 1999. "The boundaries of financial reporting and how to extend them," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 353-385.
    20. Ron Kasznik & Maureen F. McNichols, 2002. "Does Meeting Earnings Expectations Matter? Evidence from Analyst Forecast Revisions and Share Prices," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 727-759, June.
    21. Collins, Daniel W. & Maydew, Edward L. & Weiss, Ira S., 1997. "Changes in the value-relevance of earnings and book values over the past forty years," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 39-67, December.
    22. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    23. Burgstahler, David & Dichev, Ilia, 1997. "Earnings management to avoid earnings decreases and losses," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 99-126, December.
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    More about this item

    Keywords

    Hierarchy of earnings thresholds; Discretionary accruals; Earnings smoothing; Stock returns volatility; Future growth potentials;
    All these keywords.

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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