IDEAS home Printed from https://ideas.repec.org/a/bla/acctfi/v60y2020i4p3647-3679.html
   My bibliography  Save this article

High accruals momentum

Author

Listed:
  • Xiaoting Hao
  • Juwon Jang
  • Eunju Lee

Abstract

We examine the information content of high accruals momentum defined as a string of high discretionary accruals for four consecutive years. We find that firms that consistently report high levels of discretionary accruals experience low subsequent returns. The results are robust after we control for annual levels of discretionary accruals for the estimation period of high accruals momentum. Furthermore, the predictive power of the high accruals momentum for future returns is strongly persistent even after the existing accruals anomaly disappears. Our results also show that the high accruals momentum impact is more pronounced for low growth firms, suggesting that the overpricing of stocks with high accruals momentum is driven by managerial discretion to manage earnings.

Suggested Citation

  • Xiaoting Hao & Juwon Jang & Eunju Lee, 2020. "High accruals momentum," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3647-3679, December.
  • Handle: RePEc:bla:acctfi:v:60:y:2020:i:4:p:3647-3679
    DOI: 10.1111/acfi.12473
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/acfi.12473
    Download Restriction: no

    File URL: https://libkey.io/10.1111/acfi.12473?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. 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.
    2. Konan Chan & Louis K. C. Chan & Narasimhan Jegadeesh & Josef Lakonishok, 2006. "Earnings Quality and Stock Returns," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1041-1082, May.
    3. Louis, Henock, 2004. "Earnings management and the market performance of acquiring firms," Journal of Financial Economics, Elsevier, vol. 74(1), pages 121-148, October.
    4. Shivakumar, Lakshmanan, 2000. "Do firms mislead investors by overstating earnings before seasoned equity offerings?," Journal of Accounting and Economics, Elsevier, vol. 29(3), pages 339-371, June.
    5. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    6. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    7. 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.
    8. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    9. Titman, Sheridan & Wei, K. C. John & Xie, Feixue, 2004. "Capital Investments and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(4), pages 677-700, December.
    10. Subramanyam, K. R., 1996. "The pricing of discretionary accruals," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 249-281, October.
    11. Allen, Eric J. & Larson, Chad R. & Sloan, Richard G., 2013. "Accrual reversals, earnings and stock returns," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 113-129.
    12. David Hirshleifer & Siew Hong Teoh & Jeff Jiewei Yu, 2011. "Short Arbitrage, Return Asymmetry, and the Accrual Anomaly," The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2429-2461.
    13. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    14. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    15. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    16. 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.
    17. Patricia M. Dechow & Amy P. Hutton & Jung Hoon Kim & Richard G. Sloan, 2012. "Detecting Earnings Management: A New Approach," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 275-334, May.
    18. Christopher Polk & Paola Sapienza, 2009. "The Stock Market and Corporate Investment: A Test of Catering Theory," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 187-217, January.
    19. 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.
    20. Jeremiah Green & John R. M. Hand & Mark T. Soliman, 2011. "Going, Going, Gone? The Apparent Demise of the Accruals Anomaly," Management Science, INFORMS, vol. 57(5), pages 797-816, May.
    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. Antonia Botsari & Geoff Meeks, 2008. "Do Acquirers Manage Earnings Prior to a Share for Share Bid?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(5‐6), pages 633-670, June.
    2. Ashok Robin & Qiang Wu, 2015. "Firm growth and the pricing of discretionary accruals," Review of Quantitative Finance and Accounting, Springer, vol. 45(3), pages 561-590, October.
    3. Justin Y. Jin, 2013. "Investor Attention and Earnings Management around the World," Accounting Perspectives, John Wiley & Sons, vol. 12(2), pages 165-187, June.
    4. Leon Li & Nen-Chen Richard Hwang, 2017. "Prospect Theory and Earnings Manipulation: Examination of the Non-Uniform Relationship between Earnings Manipulation and Stock Returns Using Quantile Regression," Working Papers in Economics 17/25, University of Waikato.
    5. Yuan‐Teng Hsu & Chia‐Wei Huang, 2020. "Why do stock repurchases change over time?," European Financial Management, European Financial Management Association, vol. 26(4), pages 938-957, September.
    6. (Grace) Qing Hao & Keming Li, 2016. "The Bright Side of Discretionary Accruals: Evidence from Finance and Innovation," European Financial Management, European Financial Management Association, vol. 22(4), pages 540-575, September.
    7. Julia Sawicki & Keshab Shrestha, 2008. "Insider Trading and Earnings Management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(3‐4), pages 331-346, April.
    8. Kim, Young Sang & Kim, Yura & Yi, Ha-Chin, 2021. "Vice or virtue? The impact of earnings management on bank loan agreements," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 303-324.
    9. Leon Li & Nen-Chen Richard Hwang & Gilbert V. Nartea, 2019. "Effects of Earnings Management Strategy on Earnings Predictability: A Quantile Regression Approach Based on Opportunistic Versus Efficient Earnings Management," Working Papers in Economics 19/09, University of Canterbury, Department of Economics and Finance.
    10. Chiu, Yung-Chin & Liang, Woan-lih, 2015. "Do firms manipulate earnings before accelerated share repurchases?," International Review of Economics & Finance, Elsevier, vol. 37(C), pages 86-95.
    11. Jacobs, Heiko, 2015. "What explains the dynamics of 100 anomalies?," Journal of Banking & Finance, Elsevier, vol. 57(C), pages 65-85.
    12. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    13. Papanastasopoulos, Georgios & Thomakos, Dimitrios & Wang, Tao, 2011. "Information in balance sheets for future stock returns: Evidence from net operating assets," International Review of Financial Analysis, Elsevier, vol. 20(5), pages 269-282.
    14. Julia Sawicki & Keshab Shrestha, 2014. "Misvaluation and Insider Trading Incentives for Accrual-based and Real Earnings Management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(7-8), pages 926-949, September.
    15. Chan, Konan & Li, Fengfei & Lin, Tse-Chun, 2019. "Earnings management and post-split drift," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 136-146.
    16. Zhang, Yiyang & Perols, Johan & Robinson, Dahlia & Smith, Thomas, 2018. "Earnings management strategies to maintain a string of meeting or beating analyst expectations," Advances in accounting, Elsevier, vol. 43(C), pages 46-55.
    17. Gikas Hardouvelis & Georgios Papanastasopoulos & Dimitrios Thomakos & Tao Wang, 2012. "External Financing, Growth and Stock Returns," European Financial Management, European Financial Management Association, vol. 18(5), pages 790-815, November.
    18. Mughal, Azhar & Tao, Qizhi & Sun, Yicheng & Xiang, Xueman, 2021. "Earnings management at target firms and the acquirers’ performance," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 384-404.
    19. Al Mabsali, Yousuf Khamis & Hayward, Robert & Eliwa, Yasser, 2021. "Managerial tools used to meet or beat analyst forecasts: Evidence from the UK," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 43(C).
    20. Andreou, Christoforos K. & Lambertides, Neophytos & Panayides, Photis M., 2021. "Distress risk anomaly and misvaluation," The British Accounting Review, Elsevier, vol. 53(5).

    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:acctfi:v:60:y:2020:i:4:p:3647-3679. 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://edirc.repec.org/data/aaanzea.html .

    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.