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Using Available‐for‐sale Securities to Smooth Earnings: Evidence from China

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  • Ruichang Lu
  • Weijia He
  • Xiaojun Zhang

Abstract

Utilizing a large sample of non‐financial public firms in China from 2009 to 2016, we find robust evidence that non‐financial firms smooth their earnings through realized gains and losses on available‐for‐sale (AFS) securities. This effect is more pronounced for firms with weaker internal and external corporate governance. Firms with an incentive to manipulate up their earnings are also less likely to smooth earnings through AFS securities. Moreover, firms with more accrual earnings management or real earnings management tend to smooth earnings to a greater extent through AFS securities. Firms smooth earnings only when their net income is positive or when net income is negative and the gains from AFS securities are large enough to offset negative earnings. We do not find supporting evidence for engaging in big bath earnings management through the realization of losses on AFS securities. These findings suggest that gains and losses on AFS securities allow non‐financial firms to actively smooth their earnings. Last, the accounting standards amendments in 2017 that essentially disable earnings smoothing through AFS securities increase price efficiency.

Suggested Citation

  • Ruichang Lu & Weijia He & Xiaojun Zhang, 2023. "Using Available‐for‐sale Securities to Smooth Earnings: Evidence from China," Abacus, Accounting Foundation, University of Sydney, vol. 59(1), pages 163-196, March.
  • Handle: RePEc:bla:abacus:v:59:y:2023:i:1:p:163-196
    DOI: 10.1111/abac.12282
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    as
    1. Liu, Qiao & Lu, Zhou (Joe), 2007. "Corporate governance and earnings management in the Chinese listed companies: A tunneling perspective," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 881-906, December.
    2. 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.
    3. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    4. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    5. Fudenberg, Drew & Tirole, Jean, 1995. "A Theory of Income and Dividend Smoothing Based on Incumbency Rents," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 75-93, February.
    6. Bo Becker & Victoria Ivashina, 2015. "Reaching for Yield in the Bond Market," Journal of Finance, American Finance Association, vol. 70(5), pages 1863-1902, October.
    7. Jeffrey W. Allen & Gordon M. Phillips, 2000. "Corporate Equity Ownership, Strategic Alliances, and Product Market Relationships," Journal of Finance, American Finance Association, vol. 55(6), pages 2791-2815, December.
    8. Jiang, Guohua & Lee, Charles M.C. & Yue, Heng, 2010. "Tunneling through intercorporate loans: The China experience," Journal of Financial Economics, Elsevier, vol. 98(1), pages 1-20, October.
    9. Anand Mohan Goel, 2003. "Why Do Firms Smooth Earnings?," The Journal of Business, University of Chicago Press, vol. 76(1), pages 151-192, January.
    10. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    11. Lang, Mark & Smith Raedy, Jana & Wilson, Wendy, 2006. "Earnings management and cross listing: Are reconciled earnings comparable to US earnings?," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 255-283, October.
    12. Bai, Chong-En & Liu, Qiao & Lu, Joe & Song, Frank M. & Zhang, Junxi, 2004. "Corporate governance and market valuation in China," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 599-616, December.
    13. Bhattacharya, Utpal & Daouk, Hazem & Welker, Michael, 2003. "The World Price of Earnings Opacity," Working Papers 127185, Cornell University, Department of Applied Economics and Management.
    14. Chen, Xia & Harford, Jarrad & Li, Kai, 2007. "Monitoring: Which institutions matter?," Journal of Financial Economics, Elsevier, vol. 86(2), pages 279-305, November.
    15. Fritz Foley, C. & Hartzell, Jay C. & Titman, Sheridan & Twite, Garry, 2007. "Why do firms hold so much cash? A tax-based explanation," Journal of Financial Economics, Elsevier, vol. 86(3), pages 579-607, December.
    16. Paige Parker Ouimet, 2013. "What Motivates Minority Acquisitions? The Trade-Offs between a Partial Equity Stake and Complete Integration," The Review of Financial Studies, Society for Financial Studies, vol. 26(4), pages 1021-1047.
    17. 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.
    18. Dhammika Dharmapala & C. Fritz Foley & Kristin J. Forbes, 2011. "Watch What I Do, Not What I Say: The Unintended Consequences of the Homeland Investment Act," Journal of Finance, American Finance Association, vol. 66(3), pages 753-787, June.
    19. Leuz, Christian & Nanda, Dhananjay & Wysocki, Peter D., 2003. "Earnings management and investor protection: an international comparison," Journal of Financial Economics, Elsevier, vol. 69(3), pages 505-527, September.
    20. Mandira Roy Sankar & K. R. Subramanyam, 2001. "Reporting Discretion and Private Information Communication through Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 39(2), pages 365-386, September.
    21. Holthausen, Robert W. & Larcker, David F. & Sloan, Richard G., 1995. "Annual bonus schemes and the manipulation of earnings," Journal of Accounting and Economics, Elsevier, vol. 19(1), pages 29-74, February.
    22. Viral V. Acharya & Bart M. Lambrecht, 2015. "A Theory of Income Smoothing When Insiders Know More Than Outsiders," The Review of Financial Studies, Society for Financial Studies, vol. 28(9), pages 2534-2574.
    23. Mary E. Barth & Javier Gomez-Biscarri & Ron Kasznik & Germán López-Espinosa, 2017. "Bank earnings and regulatory capital management using available for sale securities," Review of Accounting Studies, Springer, vol. 22(4), pages 1761-1792, December.
    24. Patricia M. Dechow & Richard G. Sloan & Amy P. Sweeney, 1996. "Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC," Contemporary Accounting Research, John Wiley & Sons, vol. 13(1), pages 1-36, March.
    25. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    26. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    27. Chen, Changling & Kim, Jeong-Bon & Yao, Li, 2017. "Earnings smoothing: Does it exacerbate or constrain stock price crash risk?," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 36-54.
    28. Romain Boulland & Gerald J. Lobo & Luc Paugam, 2019. "Do Investors Pay Sufficient Attention to Banks’ Unrealized Gains and Losses on Available-for-sale Securities?," European Accounting Review, Taylor & Francis Journals, vol. 28(5), pages 819-848, October.
    29. DeFond, Mark L. & Park, Chul W., 1997. "Smoothing income in anticipation of future earnings," Journal of Accounting and Economics, Elsevier, vol. 23(2), pages 115-139, July.
    30. Minyue Dong & Xiao-Jun Zhang, 2018. "Selective Trading of Available-for-Sale Securities: Evidence from U.S. Commercial Banks," European Accounting Review, Taylor & Francis Journals, vol. 27(3), pages 467-493, May.
    31. Xianjie He & T.J. Wong & Danqing Young, 2012. "Challenges for Implementation of Fair Value Accounting in Emerging Markets: Evidence from China," Contemporary Accounting Research, John Wiley & Sons, vol. 29(2), pages 538-562, June.
    32. Healy, Paul M., 1985. "The effect of bonus schemes on accounting decisions," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 85-107, April.
    33. Fang, Hongyan & Nofsinger, John R. & Quan, Juan, 2015. "The effects of employee stock option plans on operating performance in Chinese firms," Journal of Banking & Finance, Elsevier, vol. 54(C), pages 141-159.
    34. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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