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Income smoothing and audit fees

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  • Chang, Hsihui
  • Ho, L.C. Jennifer
  • Liu, Zenghui
  • Ouyang, Bo

Abstract

In this study, we examine the effect of income smoothing on auditors' pricing decisions. Analyzing a sample of 12,823 firm-year observations from U.S. companies in non-regulated industries for the period 2000–2018, we find that income smoothing is negatively associated with audit fees, suggesting that auditors favorably view smoothed earnings. This result holds when we control for other variables that have been identified as determinants of audit fees in prior literature, including client-specific (e.g., client size, audit complexity, litigation risk, and corporate governance), auditor-specific (e.g., auditor quality, auditor tenure, and auditor expertise), and engagement-specific (e.g., audit opinion, busy season, reporting lag) factors. Our results also hold across (1) alternative smoothing measures (with and without considering the use of accruals to smooth earnings), (2) different sources of income smoothness (innate vs. discretionary components) and (3) various robustness tests. Overall, our evidence supports the notion that auditors perceive income smoothing as signaling rather than opportunistic behavior, and thus charge lower audit fees. To our knowledge, this is the first study that examines income smoothing directly from the perspective of auditors.

Suggested Citation

  • Chang, Hsihui & Ho, L.C. Jennifer & Liu, Zenghui & Ouyang, Bo, 2021. "Income smoothing and audit fees," Advances in accounting, Elsevier, vol. 54(C).
    • Handle: RePEc:eee:advacc:v:54:y:2021:i:c:s0882611021000353
    DOI: 10.1016/j.adiac.2021.100547
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    1. Timothy B. Bell & Wayne R. Landsman & Douglas A. Shackelford, 2001. "Auditors' Perceived Business Risk and Audit Fees: Analysis and Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 35-43, June.
    2. Chris E. Hogan & Michael S. Wilkins, 2008. "Evidence on the Audit Risk Model: Do Auditors Increase Audit Fees in the Presence of Internal Control Deficiencies?," Contemporary Accounting Research, John Wiley & Sons, vol. 25(1), pages 219-242, March.
    3. Joseph V. Carcello & Dana R. Hermanson & Terry L. Neal & Richard A. Riley, 2002. "Board Characteristics and Audit Fees," Contemporary Accounting Research, John Wiley & Sons, vol. 19(3), pages 365-384, September.
    4. Palmrose, Zv, 1986. "Audit Fees And Auditor Size - Further Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 24(1), pages 97-110.
    5. Jong†Hag Choi & Jeong†Bon Kim & Xiaohong Liu & Dan A. Simunic, 2008. "Audit Pricing, Legal Liability Regimes, and Big 4 Premiums: Theory and Cross†country Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 25(1), pages 55-99, March.
    6. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    7. Simunic, Da, 1980. "The Pricing Of Audit Services - Theory And Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 161-190.
    8. 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.
    9. 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.
    10. 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.
    11. Somnath Das & Pervin K. Shroff & Haiwen Zhang, 2009. "Quarterly Earnings Patterns and Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 26(3), pages 797-831, September.
    12. Bryan, David B. & Mason, Terry W., 2020. "Earnings volatility and audit report lag," Advances in accounting, Elsevier, vol. 51(C).
    13. Peter Demerjian & John Donovan & Melissa F. Lewis‐Western, 2020. "Income Smoothing and the Usefulness of Earnings for Monitoring in Debt Contracting," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 857-884, June.
    14. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    15. Bok Baik & David B. Farber & Sam (Sunghan) Lee, 2011. "CEO Ability and Management Earnings Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 28(5), pages 1645-1668, December.
    16. Anand Mohan Goel, 2003. "Why Do Firms Smooth Earnings?," The Journal of Business, University of Chicago Press, vol. 76(1), pages 151-192, January.
    17. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    18. Jere R. Francis & Dechun Wang, 2008. "The Joint Effect of Investor Protection and Big 4 Audits on Earnings Quality around the World," Contemporary Accounting Research, John Wiley & Sons, vol. 25(1), pages 157-191, March.
    19. Bhattacharya, Utpal & Daouk, Hazem & Welker, Michael, 2003. "The World Price of Earnings Opacity," Working Papers 127185, Cornell University, Department of Applied Economics and Management.
    20. Seetharaman, Ananth & Gul, Ferdinand A. & Lynn, Stephen G., 2002. "Litigation risk and audit fees: evidence from UK firms cross-listed on US markets," Journal of Accounting and Economics, Elsevier, vol. 33(1), pages 91-115, February.
    21. 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.
    22. 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.
    23. Schrand, Catherine M. & Zechman, Sarah L.C., 2012. "Executive overconfidence and the slippery slope to financial misreporting," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 311-329.
    24. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    25. David C. Hay & W. Robert Knechel & Norman Wong, 2006. "Audit Fees: A Meta†analysis of the Effect of Supply and Demand Attributes," Contemporary Accounting Research, John Wiley & Sons, vol. 23(1), pages 141-191, March.
    26. Kenneth J. Reichelt & Dechun Wang, 2010. "National and Office‐Specific Measures of Auditor Industry Expertise and Effects on Audit Quality," Journal of Accounting Research, Wiley Blackwell, vol. 48(3), pages 647-686, June.
    27. Ramalingegowda, Santhosh & Yu, Yong, 2012. "Institutional ownership and conservatism," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 98-114.
    28. Ferdinand A. Gul & Charles J. P. Chen & Judy S. L. Tsui, 2003. "Discretionary Accounting Accruals, Managers' Incentives, and Audit Fees," Contemporary Accounting Research, John Wiley & Sons, vol. 20(3), pages 441-464, September.
    29. Mark Lang & Karl V. Lins & Mark Maffett, 2012. "Transparency, Liquidity, and Valuation: International Evidence on When Transparency Matters Most," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 729-774, June.
    30. 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.
    31. Ahrum Choi & Byungcherl Charlie Sohn & Desmond Yuen, 2018. "Do auditors care about real earnings management in their audit fee decisions?," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 25(1-2), pages 21-41, January.
    32. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    33. Julia Grant & Garen Markarian & Antonio Parbonetti, 2009. "CEO Risk†Related Incentives and Income Smoothing," Contemporary Accounting Research, John Wiley & Sons, vol. 26(4), pages 1029-1065, December.
    34. Ke, Bin & Petroni, Kathy & Safieddine, Assem, 1999. "Ownership concentration and sensitivity of executive pay to accounting performance measures: Evidence from publicly and privately-held insurance companies," Journal of Accounting and Economics, Elsevier, vol. 28(2), pages 185-209, December.
    35. Karen M. Y. Lai & Bin Srinidhi & Ferdinand A. Gul & Judy S. L. Tsui, 2017. "Board Gender Diversity, Auditor Fees, and Auditor Choice," Contemporary Accounting Research, John Wiley & Sons, vol. 34(3), pages 1681-1714, September.
    36. 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.
    37. 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.
    38. Linda H. Chen, 2013. "Income Smoothing, Information Uncertainty, Stock Returns, and Cost of Equity," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 1-34.
    39. John D. Lyon & Michael W. Maher, 2005. "The Importance of Business Risk in Setting Audit Fees: Evidence from Cases of Client Misconduct," Journal of Accounting Research, Wiley Blackwell, vol. 43(1), pages 133-151, March.
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