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Does real earnings smoothing reduce investors’ perceived risk?

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  • Jeong‐Bon Kim
  • Jeff J. Wang
  • Eliza Xia Zhang

Abstract

This study examines whether real earnings smoothing influences equity and credit investors’ perceptions of risk. Using a large sample of US public firms, we find that real earnings smoothing is negatively associated with option‐implied volatility, suggesting that real earnings smoothing lowers equity investors’ perceived risk. We also find that real earnings smoothing is negatively associated with credit default swap spread, implying that real earnings smoothing lowers credit investors’ perceived risk. Our results are robust to multiple sensitivity analyses and to various tests used to address potential endogeneity. Moreover, the effect of real earnings smoothing is greater than that of accrual‐based smoothing, suggesting that real earnings smoothing is more difficult for investors to detect and unravel. Overall, our study documents a new factor that influences both equity and credit investors’ ex‐ante perceptions of risk.

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  • Jeong‐Bon Kim & Jeff J. Wang & Eliza Xia Zhang, 2021. "Does real earnings smoothing reduce investors’ perceived risk?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(9-10), pages 1560-1595, October.
    • Handle: RePEc:bla:jbfnac:v:48:y:2021:i:9-10:p:1560-1595
    DOI: 10.1111/jbfa.12529
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    as
    1. Billings, Mary Brooke & Jennings, Robert & Lev, Baruch, 2015. "On guidance and volatility," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 161-180.
    2. Veronesi, Pietro & Pástor, Luboš, 2003. "Stock Prices and IPO Waves," CEPR Discussion Papers 4002, C.E.P.R. Discussion Papers.
    3. Poterba, James M & Summers, Lawrence H, 1986. "The Persistence of Volatility and Stock Market Fluctuations," American Economic Review, American Economic Association, vol. 76(5), pages 1142-1151, December.
    4. Gharghori, Philip & Maberly, Edwin D. & Nguyen, Annette, 2017. "Informed Trading around Stock Split Announcements: Evidence from the Option Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(2), pages 705-735, April.
    5. Inder K. Khurana & Raynolde Pereira & Eliza (Xia) Zhang, 2018. "Is Real Earnings Smoothing Harmful? Evidence from Firm‐Specific Stock Price Crash Risk," Contemporary Accounting Research, John Wiley & Sons, vol. 35(1), pages 558-587, March.
    6. Anne Beatty & Lin Cheng & Haiwen Zhang, 2019. "Are Risk Factor Disclosures Still Relevant? Evidence from Market Reactions to Risk Factor Disclosures Before and After the Financial Crisis," Contemporary Accounting Research, John Wiley & Sons, vol. 36(2), pages 805-838, June.
    7. Rogers, Jonathan L. & Skinner, Douglas J. & Van Buskirk, Andrew, 2009. "Earnings guidance and market uncertainty," Journal of Accounting and Economics, Elsevier, vol. 48(1), pages 90-109, October.
    8. George Batta, 2011. "The Direct Relevance of Accounting Information for Credit Default Swap Pricing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(9-10), pages 1096-1122, November.
    9. Badertscher, Brad A. & Collins, Daniel W. & Lys, Thomas Z., 2012. "Discretionary accounting choices and the predictive ability of accruals with respect to future cash flows," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 330-352.
    10. Zihang Peng & David Johnstone & Demetris Christodoulou, 2020. "Asymmetric impact of earnings news on investor uncertainty," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(1-2), pages 3-26, January.
    11. Yihui Pan & Tracy Yue Wang & Michael S Weisbach, 2018. "How Management Risk Affects Corporate Debt," The Review of Financial Studies, Society for Financial Studies, vol. 31(9), pages 3491-3531.
    12. 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.
    13. Paul A. Griffin & Hyun A. Hong & Jeong-Bon Kim, 2016. "Price discovery in the CDS market: the informational role of equity short interest," Review of Accounting Studies, Springer, vol. 21(4), pages 1116-1148, December.
    14. Schmalensee, Richard & Trippi, Robert R, 1978. "Common Stock Volatility Expectations Implied by Option Premia," Journal of Finance, American Finance Association, vol. 33(1), pages 129-147, March.
    15. Steven J. Carlson & Chenchuramaiah T. Bathala, 1997. "Ownership Differences and Firms' Income Smoothing Behavior," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(2), pages 179-196, March.
    16. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    17. Mitchell A. Petersen & S. Ramu Thiagarajan, 2000. "Risk Measurement and Hedging: With and Without Derivatives," Financial Management, Financial Management Association, vol. 29(4), Winter.
    18. Guay, WR & Kothari, SP & Watts, RL, 1996. "A market-based evaluation of discretionary accrual models," Journal of Accounting Research, Wiley Blackwell, vol. 34, pages 83-105.
    19. D. Eric Hirst & Kevin E. Jackson & Lisa Koonce, 2003. "Improving Financial Reports by Revealing the Accuracy of Prior Estimates," Contemporary Accounting Research, John Wiley & Sons, vol. 20(1), pages 165-193, March.
    20. Thaddeus Neururer & George Papadakis & Edward J. Riedl, 2016. "Tests of investor learning models using earnings innovations and implied volatilities," Review of Accounting Studies, Springer, vol. 21(2), pages 400-437, June.
    21. Steven J. Carlson & Chenchuramaiah T. Bathala, 1997. "Ownership Differences and Firms' Income Smoothing Behavior," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(2), pages 179-196.
    22. Vivek Mande & Richard G. File & Wikil Kwak, 2000. "Income Smoothing and Discretionary R&D Expenditures of Japanese Firms," Contemporary Accounting Research, John Wiley & Sons, vol. 17(2), pages 263-302, June.
    23. Anand Mohan Goel, 2003. "Why Do Firms Smooth Earnings?," The Journal of Business, University of Chicago Press, vol. 76(1), pages 151-192, January.
    24. Kaushik I. Amin & Charles M. C. Lee, 1997. "Option Trading, Price Discovery, and Earnings News Dissemination," Contemporary Accounting Research, John Wiley & Sons, vol. 14(2), pages 153-192, June.
    25. Canina, Linda & Figlewski, Stephen, 1993. "The Informational Content of Implied Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 659-681.
    26. Beckers, Stan, 1981. "Standard deviations implied in option prices as predictors of future stock price variability," Journal of Banking & Finance, Elsevier, vol. 5(3), pages 363-381, September.
    27. Bhattacharya, Utpal & Daouk, Hazem & Welker, Michael, 2003. "The World Price of Earnings Opacity," Working Papers 127185, Cornell University, Department of Applied Economics and Management.
    28. Akinobu Shuto & Takuya Iwasaki, 2014. "Stable Shareholdings, the Decision Horizon Problem and Earnings Smoothing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(9-10), pages 1212-1242, November.
    29. Lijing Du, 2017. "The CDS market reaction to restatement announcements," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(7-8), pages 1015-1035, July.
    30. Pepa Kraft & Wayne R. Landsman & Zilu Shan, 2021. "Effect of Mandatory IFRS Adoption on Accounting-Based Prediction Models for CDS Spreads," European Accounting Review, Taylor & Francis Journals, vol. 30(2), pages 223-250, March.
    31. Ben‐Hsien Bao & Da‐Hsien Bao, 2004. "Income Smoothing, Earnings Quality and Firm Valuation," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(9‐10), pages 1525-1557, November.
    32. Wen Jin & Joshua Livnat & Yuan Zhang, 2012. "Option Prices Leading Equity Prices: Do Option Traders Have an Information Advantage?," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 401-432, May.
    33. Patell, James M. & Wolfson, Mark A., 1979. "Anticipated information releases reflected in call option prices," Journal of Accounting and Economics, Elsevier, vol. 1(2), pages 117-140, August.
    34. 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.
    35. 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.
    36. Leary, Mark T. & Roberts, Michael R., 2010. "The pecking order, debt capacity, and information asymmetry," Journal of Financial Economics, Elsevier, vol. 95(3), pages 332-355, March.
    37. Paul A. Griffin & Steven Cahan, 2014. "The market for credit default swaps: new insights into investors' use of accounting information?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 54(3), pages 847-883, September.
    38. Joachim Gassen & Rolf Uwe Fulbier & Thorsten Sellhorn, 2006. "International Differences in Conditional Conservatism - The Role of Unconditional Conservatism and Income Smoothing," European Accounting Review, Taylor & Francis Journals, vol. 15(4), pages 527-564.
    39. Raul Iniguez & Francisco Poveda, 2004. "Long-run abnormal returns and income smoothing in the Spanish stock market," European Accounting Review, Taylor & Francis Journals, vol. 13(1), pages 105-130.
    40. Catherine Schrand & Haluk Unal, 1998. "Hedging and Coordinated Risk Management: Evidence from Thrift Conversions," Journal of Finance, American Finance Association, vol. 53(3), pages 979-1013, June.
    41. Rountree, Brian & Weston, James P. & Allayannis, George, 2008. "Do investors value smooth performance?," Journal of Financial Economics, Elsevier, vol. 90(3), pages 237-251, December.
    42. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    43. Patell, Jm & Wolfson, Ma, 1981. "The Ex Ante And Ex Post Price Effects Of Quarterly Earnings Announcements Reflected In Option And Stock-Prices," Journal of Accounting Research, Wiley Blackwell, vol. 19(2), pages 434-458.
    44. Ben-Hsien Bao & Da-Hsien Bao, 2004. "Income Smoothing, Earnings Quality and Firm Valuation," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(9-10), pages 1525-1557.
    45. Christensen, B. J. & Prabhala, N. R., 1998. "The relation between implied and realized volatility," Journal of Financial Economics, Elsevier, vol. 50(2), pages 125-150, November.
    46. Louis, Henock & Robinson, Dahlia, 2005. "Do managers credibly use accruals to signal private information? Evidence from the pricing of discretionary accruals around stock splits," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 361-380, June.
    47. Latane, Henry A & Rendleman, Richard J, Jr, 1976. "Standard Deviations of Stock Price Ratios Implied in Option Prices," Journal of Finance, American Finance Association, vol. 31(2), pages 369-381, May.
    48. Truong, Cameron & Corrado, Charles & Chen, Yangyang, 2012. "The options market response to accounting earnings announcements," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(3), pages 423-450.
    49. Tzu‐Ting Chiu & Yuyan Guan & Jeong‐Bon Kim, 2018. "The Effect of Risk Factor Disclosures on the Pricing of Credit Default Swaps," Contemporary Accounting Research, John Wiley & Sons, vol. 35(4), pages 2191-2224, December.
    50. Guay, W. & Kothari, S.P. & Watts, R.L., 1996. "A Market-Based Evaluation of Discretionary-Accrual Models," Papers 96-01, Rochester, Business - Financial Research and Policy Studies.
    51. Kamin, J. Y. & Ronen, J., 1978. "The smoothing of income numbers: Some empirical evidence on systematic differences among management-controlled and owner-controlled firms," Accounting, Organizations and Society, Elsevier, vol. 3(2), pages 141-157, June.
    52. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    53. 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.
    54. Chiras, Donald P. & Manaster, Steven, 1978. "The information content of option prices and a test of market efficiency," Journal of Financial Economics, Elsevier, vol. 6(2-3), pages 213-234.
    55. Sophia J. W. Hamm & Boochun Jung & Woo‐Jong Lee, 2018. "Labor Unions and Income Smoothing," Contemporary Accounting Research, John Wiley & Sons, vol. 35(3), pages 1201-1228, September.
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