The Financial Reporting Consequences of Last Chance Earnings Management
Michael A. Mayberry
College of Business Fisher School of Accounting, University of Florida Warrington, Gainesville, Florida, USA
Search for more papers by this authorCorresponding Author
Scott G. Rane
College of Business Fisher School of Accounting, University of Florida Warrington, Gainesville, Florida, USA
Correspondence: Scott G. Rane ([email protected])
Search for more papers by this authorMichael A. Mayberry
College of Business Fisher School of Accounting, University of Florida Warrington, Gainesville, Florida, USA
Search for more papers by this authorCorresponding Author
Scott G. Rane
College of Business Fisher School of Accounting, University of Florida Warrington, Gainesville, Florida, USA
Correspondence: Scott G. Rane ([email protected])
Search for more papers by this authorFunding: Financial support was provided by the Jack Kramer Term Associate Professorship and from the Fisher School of Accounting.
ABSTRACT
Given its opacity and the timing of its closure, the tax expense represents a theoretically and intuitively plausible mechanism for managers to manipulate earnings to achieve performance benchmarks (i.e., last chance earnings management or LCEM). Although empirical analyses of effective tax rates are consistent with the existence of this behavior, its consequences are unclear. We investigate whether LCEM is associated with lower financial reporting quality. Contrary to our expectations, we fail to find evidence that LCEM is associated with tax-related misstatements, tax-related comment letters, or tax accrual quality with scaled confidence intervals reliably near zero. In cross-sectional tests, we also fail to find a consistent association in subsamples where LCEM is more likely to represent impaired financial reporting quality. Collectively, our results should caution researchers using LCEM as a proxy for impaired financial reporting quality.
Conflicts of Interest
Neither author has any conflicts of interest to disclose.
Open Research
Data Availability Statement
All data used in this study are obtained from publicly available sources and are publicly available.
References
- Aobdia, D. 2019. “Do Practitioner Assessments Agree With Academic Proxies for Audit Quality? Evidence From PCAOB and Internal Inspections.” Journal of Accounting and Economics 67, no. 1: 144–174.
- Ayers, B. C., J. Jiang, and P. E. Yeung. 2006. “Discretionary Accruals and Earnings Management: An Analysis of Pseudo Earnings Targets.” Accounting Review 81, no. 3: 617–652.
- Bartov, E., D. Givoly, and C. Hayn. 2002. “The Rewards to Meeting or Beating Earnings Expectations.” Journal of Accounting and Economics 33, no. 2: 173–204.
- Barua, A., S. Lin, and A. M. Sbaraglia. 2010. “Earnings Management Using Discontinued Operations.” Accounting Review 85, no. 5: 1485–1509.
- Beardsley, E. L., M. A. Mayberry, and S. T. McGuire. 2021. “Street versus GAAP: Which Effective Tax Rate Is More Informative?” Contemporary Accounting Research 38, no. 2: 1310–1340.
- Beardsley, E. L., J. R. Robinson, and P. A. Wong. 2021. “What's My Target? Individual Analyst Forecasts and Last-Chance Earnings Management.” Journal of Accounting and Economics 72, no. 1: 101423.
- Bhojraj, S., P. Hribar, M. Picconi, and J. McInnis. 2009. “Making Sense of Cents: An Examination of Firms That Marginally Miss or Beat Analyst Forecasts.” Journal of Finance 64, no. 5: 2361–2388.
- Bradshaw, M. T., T. E. Christensen, K. H. Gee, and B. C. Whipple. 2018. “Analysts' GAAP Earnings Forecasts and Their Implications for Accounting Research.” Journal of Accounting and Economics 66, no. 1: 46–66.
- Burgstahler, D. C., L. Hail, and C. Leuz. 2006. “The Importance of Reporting Incentives: Earnings Management in European Private and Public Firms.” Accounting Review 81, no. 5: 983–1016.
- Cazier, R., S. Rego, X. Tian, and R. Wilson. 2015. “The Impact of Increased Disclosure Requirements and the Standardization of Accounting Practices on Earnings Management Through the Reserve for Income Taxes.” Review of Accounting Studies 20, no. 1: 436–469.
- Cheng, C., K. M. Hennes, and P. Sapkota. 2022. “The Non-linear Relation Between Abnormal Effective Tax Rates and Tax-related Restatements.” Accounting Horizons 36, no. 1: 1–26.
- Choudhary, P., A. Koester, and T. Shevlin. 2016. “Measuring Income Tax Accrual Quality.” Review of Accounting Studies 21, no. 1: 89–139.
- Christensen, B., R. Schmardebeck, and T. Seidel. 2022. “Do Auditors' Incentives Affect Materiality Assessments of Prior-period Misstatements?” Accounting Organizations and Society 101: 101332.
- Christensen, B. E., S. M. Glover, T. C. Omer, and M. K. Shelley. 2016. “Understanding Audit Quality: Insights From Audit Professionals and Investors.” Contemporary Accounting Research 33, no. 4: 1648–1684.
- Christensen, B. E., A. J. Olson, and T. C. Omer. 2015. “The Role of Audit Firm Expertise and Knowledge Spillover in Mitigating Earnings Management Through the Tax Accounts.” Journal of American Taxation Association 37, no. 1: 3–36.
- Christensen, B. E., G. H. Paik, and E. K. Stice. 2008. “Creating a Bigger Bath Using the Deferred Tax Valuation Allowance.” Journal of Business Finance & Accounting 35, no. 5: 601–625.
- Cohen, D., M. N. Darrough, R. Huang, and T. Zach. 2011. “Warranty Reserve: Contingent Liability, Information Signal, or Earnings Management Tool?” Accounting Review 86, no. 2: 569–604.
- Cook, K. A., G. R. Huston, and T. C. Omer. 2008. “Earnings Management Through Effective Tax Rates: The Effects of Tax Planning Investment and the Sarbanes-Oxley Act of 2002.” Contemporary Accounting Research 25, no. 2: 447–471.
- Correia, M. M. 2014. “Political Connections and SEC Enforcement.” Journal of Accounting and Economics 57, no. 2-3: 241–262.
- Cready, W. M., J. He, W. Lin, C. Shao, D. Wang, and Y. Zhang. 2022. “Is There a Confidence Interval for That? A Critical Examination of Null Outcome Reporting in Accounting Research.” Behavioral Research in Accounting 34, no. 1: 43–72.
10.2308/BRIA-2020-033 Google Scholar
- Dechow, P., W. Ge, and C. Schrand. 2010. “Understanding Earnings Quality: A Review of the Proxies, Their Determinants and Their Consequences.” Journal of Accounting and Economics 50, no. 2-3: 344–401.
- Dechow, P. M. 1994. “Accounting Earnings and Cash Flows as Measures of Firm Performance: The Role of Accounting Accruals.” Journal of Accounting and Economics 18: 3–42.
- Dechow, P. M., and I. D. Dichev. 2002. “The Quality of Accruals and Earnings: The Role of Accrual Estimation Errors.” Accounting Review 77, no. s-1: 35–59.
- Dechow, P. M., W. Ge, C. R. Larson, and R. G. Sloan. 2011. “Predicting Material Accounting Misstatements.” Contemporary Accounting Research 28, no. 1: 17–82.
- Dechow, P. M., S. A. Richardson, and I. Tuna. 2003. “Why Are Earnings Kinky? An Examination of the Earnings Management Explanation.” Review of Accounting Studies 8, no. 2: 355–384.
- Dechow, P. M., and C. Schrand. 2004. Earnings Quality. Charlottesville, VA: The Research Foundation of CFA Institute.
- Dechow, P. M., R. G. Sloan, and A. P. Sweeney. 1996. “Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC.” Contemporary Accounting Research 13, no. 1: 1–36.
10.1111/j.1911-3846.1996.tb00489.x Google Scholar
- Desai, H., C. E. Hogan, and M. S. Wilkins. 2006. “The Reputational Penalty for Aggressive Accounting: Earnings Restatements and Management Turnover.” Accounting Review 81, no. 1: 83–112.
- Dhaliwal, D. S., C. A. Gleason, and L. F. Mills. 2004. “Last-Chance Earnings Management: Using the Tax Expense to Meet Analysts' forecasts.” Contemporary Accounting Research 21, no. 2: 431–459.
- Donelson, D. C., J. M. Mcinnis, and R. D. Mergenthaler. 2013. “Discontinuities and Earnings Management: Evidence From Restatements Related to Securities Litigation.” Contemporary Accounting Research 30, no. 1: 242–268.
- Drake, K. D., N. C. Goldman, and S. J. Lusch. 2024. “Do Income Tax-Related Deficiencies in Publicly Disclosed PCAOB Part II Reports Influence Audit Client Financial Reporting of Income Tax Accounts?” Accounting Review 91, no. 5: 1411–1439.
10.2308/accr-51338 Google Scholar
- Drake, K. D., N. C. Goldman, S. J. Lusch, and J. J. Schmidt. 2024. “Disclosure of Tax-related Critical Audit Matters and Tax-related Outcomes.” Contemporary Accounting Research 41: 719–747.
- Drake, K. D., R. H. Hamilton, and S. J. Lusch. 2020. “Are Declining Effective Tax Rates Indicative of Tax Avoidance? Insight From Effective Tax Rate Reconciliations.” Journal of Accounting and Economics 70, no. 1: 101317.
- Duro, M., J. Heese, and G. Ormazabal. 2019. “The Effect of Enforcement Transparency: Evidence From SEC Comment-letter Reviews.” Review of Accounting Studies 24, no. 3: 780–823.
- Dyreng, S. D., M. Hanlon, and E. L. Maydew. 2008. “Long-Run Corporate Tax Avoidance.” Accounting Review 83, no. 1: 61–82.
- Ege, M., J. L. Glenn, and J. R. Robinson. 2020. “Unexpected SEC Resource Constraints and Comment Letter Quality.” Contemporary Accounting Research 37, no. 1: 33–67.
- Elgers, P. T., R. J. Pfeiffer Jr, and S. L. Porter. 2003. “Anticipatory Income Smoothing: A Re-examination.” Journal of Accounting and Economics 35, no. 3: 405–422.
- Ettredge, M., S. Scholz, K. R. Smith, and L. Sun. 2010. “How Do Restatements Begin? Evidence of Earnings Management Preceding Restated Financial Reports.” Journal of Business Finance and Accounting 37, no. 3-4: 332–355.
- Feroz, E. H., K. Park, and V. S. Pastena. 1991. “The Financial and Market Effects of the SEC's Accounting and Auditing Enforcement Releases.” Journal of Accounting Research 29: 107–142.
- Finley, A. R. 2019. “The Impact of Large Tax Settlement Favorability on Firms' subsequent Tax Avoidance.” Review of Accounting Studies 24, no. 1: 156–187.
- Finley, A. R., and A. Ribal. 2019. “The Information Content From Releases of the Deferred Tax Valuation Allowance.” Journal of the American Taxation Association 41, no. 2: 83–101.
10.2308/atax-52394 Google Scholar
- Frank, M. M., and S. O. Rego. 2006. “Do Managers Use the Valuation Allowance Account to Manage Earnings Around Certain Earnings Targets?” Journal of American Taxation Association 28, no. 1: 43–65.
10.2308/jata.2006.28.1.43 Google Scholar
- Gleason, C. A., and L. F. Mills. 2008. “Evidence of Differing Market Responses to Beating Analysts' targets Through Tax Expense Decreases.” Review of Accounting Studies 13: 295–318.
- Gleason, C. A., M. Pincus, and S. O. Rego. 2017. “Material Weaknesses in Tax-related Internal Controls and Last Chance Earnings Management.” Journal of the American Taxation Association 39, no. 1: 25–44.
- Gormley, T. A., and D. A. Matsa. 2014. “Common Errors: How to (and not to) Control for Unobserved Heterogeneity.” The Review of Financial Studies 27, no. 2: 617–661.
- Gupta, S., R. C. Laux, and D. P. Lynch. 2016. “Do Firms Use Tax Reserves to Meet Analysts' forecasts? Evidence From the Pre-and Post-FIN 48 Periods.” Contemporary Accounting Research 33, no. 3: 1044–1074.
- Harris, D. G., L. Shi, and H. Xie. 2018. “Does Benchmark-Beating Detect Earnings Management? Evidence From Accounting Irregularities.” Advances in Accounting 41: 25–45.
10.1016/j.adiac.2018.04.001 Google Scholar
- Healy, P. M., and J. M. Wahlen. 1999. “A Review of the Earnings Management Literature and Its Implications for Standard Setting.” Accounting Horizons 13, no. 4: 365–383.
10.2308/acch.1999.13.4.365 Google Scholar
- Heese, J., M. Khan, and K. Ramanna. 2017. “Is the SEC Captured? Evidence From Comment-letter Reviews.” Journal of Accounting and Economics 64, no. 1: 98–122.
- Herbohn, K., I. Tutticci, and Z. Tan. 2016. “The Market Response to Beating after-tax Earnings Targets Revisited Using Analysts' Pre-tax Earnings Forecasts and Concurrent Tax Note Disclosures.” Journal of Business Finance & Accounting 43, no. 1: 31–65.
- Hogan, B., and G. A. Jonas. 2016. “The Association Between Executive Pay Structure and the Transparency of Restatement Disclosures.” Accounting Horizons 30, no. 3: 307–323.
- Hosmer, D., and S. Lemeshow. 2000. Applied Logistic Regression, 2nd ed. New York, NY: Wiley.
10.1002/0471722146 Google Scholar
- Huang, Y., and S. Scholz. 2012. “Evidence on the Association Between Financial Restatements and Auditor Resignations.” Accounting Horizons 26, no. 3: 439–464.
- Jennings, J., J. M. Kim, J. Lee, and D. Taylor. 2024. “Measurement Error, Fixed Effects, and False Positives in Accounting Research.” Review of Accounting Studies 29: 959–995.
- Keune, M. B., and K. M. Johnstone. 2009. “Staff Accounting Bulletin No. 108 Disclosures: Descriptive Evidence From the Revelation of Accounting Misstatements.” Accounting Horizons 23, no. 1: 19–53.
- Kravet, T., and T. Shevlin. 2010. “Accounting Restatements and Information Risk.” Review of Accounting Studies 15, no. 2: 264–294.
- Krull, L. K. 2004. “Permanently Reinvested Foreign Earnings, Taxes, and Earnings Management.” Accounting Review 79, no. 3: 745–767.
- Kubick, T. R., D. P. Lynch, M. A. Mayberry, and T. C. Omer. 2016. “The Effects of Regulatory Scrutiny on Tax Avoidance: An Examination of SEC Comment Letters.” Accounting Review 91, no. 6: 1751–1780.
- Lennox, C. S. 2016. “Did the PCAOB's Restrictions on Auditors' tax Services Improve Audit Quality?” Accounting Review 91, no. 5: 1493–1512.
- Lisic, L. L. 2014. “Auditor-provided Tax Services and Earnings Management in Tax Expense: The Importance of Audit Committees.” Journal of Accounting, Auditing & Finance 29, no. 3: 340–366.
10.1177/0148558X14536046 Google Scholar
- Mathis, M. E. 2020. “A Reexamination of Earnings Management Through Permanently Reinvested Earnings.” Journal of American Taxation Association 42, no. 2: 85–115.
- Matsunaga, S. R., and C. W. Park. 2001. “The Effect of Missing a Quarterly Earnings Benchmark on the CEO's Annual Bonus.” Accounting Review 76, no. 3: 313–332.
- Mauler, L. M. 2019. “The Effect of Analysts' disaggregated Forecasts on Investors and Managers: Evidence Using Pre-tax Forecasts.” Accounting Review 94, no. 3: 279–302.
- Mayberry, M. A., H. J. Park, and T. Xu. 2021. “Risk-Taking Incentives and Earnings Management: New Evidence.” Contemporary Accounting Research 38, no. 4: 2723–2757.
- Moehrle, S. R. 2002. “Do Firms Use Restructuring Charge Reversals to Meet Earnings Targets?” Accounting Review 77, no. 2: 397–413.
- Myers, J. N., L. A. Myers, and D. J. Skinner. 2007. “Earnings Momentum and Earnings Management.” Journal of Accounting, Auditing & Finance 22, no. 2: 249–284.
- Palmrose, Z. V., V. J. Richardson, and S. Scholz. 2004. “Determinants of Market Reactions to Restatement Announcements.” Journal of Accounting and Economics 37, no. 1: 59–89.
- Phillips, J., M. Pincus, and S. O. Rego. 2003. “Earnings Management: New Evidence Based on Deferred Tax Expense.” Accounting Review 78, no. 2: 491–521.
- Public Company Accounting Oversight Board (PCAOB). 2010. “Evaluating Audit Results.” Auditing Standard No. 14.
- Rego, S. O., and R. J. Wilson. 2012. “Equity Risk Incentives and Corporate Tax Aggressiveness.” Journal of Accounting Research 50, no. 3: 775–810.
- Schrand, C. M., and M. F. Wong. 2003. “Earnings Management Using the Valuation Allowance for Deferred Tax Assets Under SFAS No. 109.” Contemporary Accounting Research 20, no. 3: 579–611.
- Securities and Exchange Commission (SEC). 1999. “Materiality.” SEC Staff Accounting Bulletin No. 99.
- Seetharaman, A., Y. Sun, and W. Wang. 2011. “Tax-Related Financial Statement Restatements and Auditor-provided Tax Services.” Journal of Accounting, Auditing & Finance 26, no. 4: 677–698.
10.1177/0148558X11409146 Google Scholar
- Skinner, D. J., and R. G. Sloan. 2002. “Earnings Surprises, Growth Expectations, and Stock Returns or Don't Let an Earnings Torpedo Sink Your Portfolio.” Review of Accounting Studies 7, no. 2: 289–312.
10.1023/A:1020294523516 Google Scholar
- Thompson, R. 2023. “Reporting Misstatements as Revisions: An Evaluation of Managers' Use of Materiality Discretion.” Contemporary Accounting Research 40, no. 4: 2745–2784.