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An empirical analysis of non-GAAP measures for high-litigation-risk industries

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  • Chen, Baizhou
  • Houmes, Robert
  • Wang, Daphne

Abstract

This study empirically examines the effects of litigation risk on the likelihood and quality of non-GAAP reporting. Results suggest that firms in industries with a high incidence of litigation are more likely to disclose non-GAAP earnings than those in other industries, while the extent of the non-GAAP exclusion per share (the magnitude of the difference between non-GAAP earnings and GAAP earnings) decreases for high-litigation-risk firms. In addition, we investigate the relations between the extent of non-GAAP reporting during two distinct periods of financial stress: the financial crisis of 2008–2009 and the COVID-19 pandemic year of 2020. Results of these tests show that while the magnitude of non-GAAP exclusions generally increased during these periods, exclusions for high-litigation-risk firms were lower relative to other industries. We rationalize these findings by asserting that litigation risk incentivizes managers to disclose high-quality non-GAAP earnings.

Suggested Citation

  • Chen, Baizhou & Houmes, Robert & Wang, Daphne, 2025. "An empirical analysis of non-GAAP measures for high-litigation-risk industries," Advances in accounting, Elsevier, vol. 68(C).
    • Handle: RePEc:eee:advacc:v:68:y:2025:i:c:s0882611025000082
    DOI: 10.1016/j.adiac.2025.100813
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    1. Heflin, Frank & Hsu, Charles, 2008. "The impact of the SEC's regulation of non-GAAP disclosures," Journal of Accounting and Economics, Elsevier, vol. 46(2-3), pages 349-365, December.
    2. Skinner, Dj, 1994. "Why Firms Voluntarily Disclose Bad-News," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 32(1), pages 38-60.
    3. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    4. Francis, J & Philbrick, D & Schipper, K, 1994. "Shareholder Litigation And Corporate Disclosures," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 32(2), pages 137-164.
    5. Angelo Aspris & Luke McAlpin, 2020. "A Cause for Alarm? The Long‐term Performance of Shareholder Class Action Defendants," Abacus, Accounting Foundation, University of Sydney, vol. 56(2), pages 213-229, June.
    6. Aubert, François & Grudnitski, Gary, 2014. "The role of reconciliation quality in limiting mispricing of non-GAAP earnings announcements by EURO STOXX firms," Advances in accounting, Elsevier, vol. 30(1), pages 154-167.
    7. Elmar R. Venter & David Emanuel & Steven F. Cahan, 2014. "The Value Relevance of Mandatory Non-GAAP Earnings," Abacus, Accounting Foundation, University of Sydney, vol. 50(1), pages 1-24, March.
    8. Doyle, Jeffrey T. & Jennings, Jared N. & Soliman, Mark T., 2013. "Do managers define non-GAAP earnings to meet or beat analyst forecasts?," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 40-56.
    9. Campbell, Linda & López, Dennis M., 2010. "Small cap financial reporting: Determinants of emphasis and placement of non-GAAP disclosures," Research in Accounting Regulation, Elsevier, vol. 22(2), pages 114-120.
    10. Arena, Matteo & Julio, Brandon, 2015. "The Effects of Securities Class Action Litigation on Corporate Liquidity and Investment Policy," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 251-275, April.
    11. Murphy, Kevin J., 2003. "Stock-based pay in new economy firms," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 129-147, January.
    12. Gowin, Kathleen Donnelly & Wang, Daphne & Jory, Surendranath Rakesh & Houmes, Robert & Ngo, Thanh, 2021. "Impact on the firm value of financial institutions from penalties for violating anti-money laundering and economic sanctions regulations," Finance Research Letters, Elsevier, vol. 40(C).
    13. Ervin L. Black & Theodore E. Christensen & T. Taylor Joo & Roy Schmardebeck, 2017. "The Relation Between Earnings Management and Non†GAAP Reporting," Contemporary Accounting Research, John Wiley & Sons, vol. 34(2), pages 750-782, June.
    14. Jeffery (Jinfan) Chang & Ting Yang & Yanping Shi, 2022. "Finance Leases: In the Shadow of Banks [Entrusted loans: a close look at China’s shadow banking system]," Review of Finance, European Finance Association, vol. 26(3), pages 721-749.
    15. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    16. repec:eme:maj000:02686901111124639 is not listed on IDEAS
    17. Edith Leung & David Veenman, 2018. "Non‐GAAP Earnings Disclosure in Loss Firms," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 56(4), pages 1083-1137, September.
    18. Qianyun Huang & Terrance R. Skantz, 2016. "The informativeness of pro forma and street earnings: an examination of information asymmetry around earnings announcements," Review of Accounting Studies, Springer, vol. 21(1), pages 198-250, March.
    19. François Aubert & Gary Grudnitski, 2014. "The role of reconciliation quality in limiting mispricing of non-GAAP earnings announcements by EURO STOXX firms," Post-Print hal-02549186, HAL.
    20. 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.
    21. Jerry Sun & Guoping Liu, 2011. "Client‐specific litigation risk and audit quality differentiation," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 26(4), pages 300-316, April.
    22. Jeremiah W. Bentley & Theodore E. Christensen & Kurt H. Gee & Benjamin C. Whipple, 2018. "Disentangling Managers’ and Analysts’ Non‐GAAP Reporting," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 56(4), pages 1039-1081, September.
    23. Justin Hopkins, 2018. "Do Securities Class Actions Deter Misreporting?," Contemporary Accounting Research, John Wiley & Sons, vol. 35(4), pages 2030-2057, December.
    24. James Malm & Marcin Krolikowski, 2017. "Litigation risk and financial leverage," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(1), pages 180-194, January.
    25. Richards, Hannah E. & Shi, Yuan & Xu, Hongkang, 2024. "The impact of top management team incentive dispersion on Non-GAAP reporting," Journal of Contemporary Accounting and Economics, Elsevier, vol. 20(1).
    26. Young-Soo Choi & Steven Young & Steven Cahan, 2015. "Transitory earnings components and the two faces of non-generally accepted accounting principles earnings," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 55(1), pages 75-103, March.
    27. Ping-Sheng Koh & Cuili Qian & Heli Wang, 2014. "Firm litigation risk and the insurance value of corporate social performance," Strategic Management Journal, Wiley Blackwell, vol. 35(10), pages 1464-1482, October.
    28. Dirk E. Black & Theodore E. Christensen & Jack T. Ciesielski & Benjamin C. Whipple, 2018. "Non†GAAP reporting: Evidence from academia and current practice," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 45(3-4), pages 259-294, March.
    29. Li, Feng, 2008. "Annual report readability, current earnings, and earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 221-247, August.
    30. Jerry Sun & Guoping Liu, 2011. "Client-specific litigation risk and audit quality differentiation," Managerial Auditing Journal, Emerald Group Publishing, vol. 26(4), pages 300-316, April.
    31. Zhiyan Cao & Ganapathi S. Narayanamoorthy, 2011. "The Effect of Litigation Risk on Management Earnings Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 125-173, March.
    32. Bhattacharya, Nilabhra & Black, Ervin L. & Christensen, Theodore E. & Larson, Chad R., 2003. "Assessing the relative informativeness and permanence of pro forma earnings and GAAP operating earnings," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 285-319, December.
    33. Arena, Matteo P., 2018. "Corporate litigation and debt," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 202-215.
    34. Carel Huijgen & Martien Lubberink, 2005. "Earnings Conservatism, Litigation and Contracting: The Case of Cross‐Listed Firms," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1275-1309, September.
    35. Kim, Irene & Skinner, Douglas J., 2012. "Measuring securities litigation risk," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 290-310.
    36. Collins, Daniel W. & Hribar, Paul, 2000. "Earnings-based and accrual-based market anomalies: one effect or two?," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 101-123, February.
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