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Non‐GAAP Earnings Disclosure in Loss Firms

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  • EDITH LEUNG
  • DAVID VEENMAN

Abstract

This study examines the incremental information in loss firms’ non‐GAAP earnings disclosures relative to GAAP earnings. Using a large sample obtained through textual analysis and hand‐collection, we posit and find that loss firms’ non‐GAAP earnings exclusions offset the low informativeness of GAAP losses for forecasting and valuation. Loss firms’ non‐GAAP earnings are highly predictive of future performance and are valued by investors, while the expenses excluded from GAAP earnings are not. Additional tests suggest that loss firms disclosing non‐GAAP profits have significantly better future performance than GAAP‐only loss firms and are not overvalued by investors. Comparing non‐GAAP earnings of profitable firms to those of loss firms, we find that loss firms’ non‐GAAP metrics are significantly more predictive and less strategic. We conclude that non‐GAAP earnings disclosures are particularly informative about loss firms and help investors disaggregate losses into components that have differential implications for forecasting and valuation.

Suggested Citation

  • Edith Leung & David Veenman, 2018. "Non‐GAAP Earnings Disclosure in Loss Firms," Journal of Accounting Research, Wiley Blackwell, vol. 56(4), pages 1083-1137, September.
  • Handle: RePEc:bla:joares:v:56:y:2018:i:4:p:1083-1137
    DOI: 10.1111/1475-679X.12216
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    1. Dirk E. Black & Ervin L. Black & Theodore E. Christensen & William G. Heninger, 2012. "Has the Regulation of Pro Forma Reporting in the US Changed Investors’ Perceptions of Pro Forma Earnings Disclosures?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 39(7-8), pages 876-904, September.
    2. 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.
    3. Myungsun Kim & William Kross, 2005. "The Ability of Earnings to Predict Future Operating Cash Flows Has Been Increasing—Not Decreasing," Journal of Accounting Research, Wiley Blackwell, vol. 43(5), pages 753-780, December.
    4. Edward J. Riedl & Suraj Srinivasan, 2010. "Signaling Firm Performance Through Financial Statement Presentation: An Analysis Using Special Items," Contemporary Accounting Research, John Wiley & Sons, vol. 27(1), pages 8-8, March.
    5. Joos, Peter & Piotroski, Joseph D. & Srinivasan, Suraj, 2016. "Can analysts assess fundamental risk and valuation uncertainty? An empirical analysis of scenario-based value estimates," Journal of Financial Economics, Elsevier, vol. 121(3), pages 645-663.
    6. 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.
    7. Nerissa C. Brown & Theodore E. Christensen & W. Brooke Elliott & Richard D. Mergenthaler, 2012. "Investor Sentiment and Pro Forma Earnings Disclosures," Journal of Accounting Research, Wiley Blackwell, vol. 50(1), pages 1-40, March.
    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. 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.
    10. Zhang, Huai & Zheng, Liu, 2011. "The valuation impact of reconciling pro forma earnings to GAAP earnings," Journal of Accounting and Economics, Elsevier, vol. 51(1-2), pages 186-202, February.
    11. Larcker, David F. & Rusticus, Tjomme O., 2010. "On the use of instrumental variables in accounting research," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 186-205, April.
    12. Balakrishnan, Karthik & Bartov, Eli & Faurel, Lucile, 2010. "Post loss/profit announcement drift," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 20-41, May.
    13. Hanlon, Michelle & Rajgopal, Shivaram & Shevlin, Terry, 2003. "Are executive stock options associated with future earnings?," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 3-43, December.
    14. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    15. Lee, Charles M. C., 2001. "Market efficiency and accounting research: a discussion of 'capital market research in accounting' by S.P. Kothari," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 233-253, September.
    16. Francis, J & Schipper, K, 1999. "Have financial statements lost their relevance?," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 319-352.
    17. Leuz, C & Verrecchia, RE, 2000. "The economic consequences of increased disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 91-124.
    18. Edward J. Riedl & Suraj Srinivasan, 2010. "Signaling Firm Performance Through Financial Statement Presentation: An Analysis Using Special Items," Contemporary Accounting Research, John Wiley & Sons, vol. 27(1), pages 289-332, March.
    19. La Porta, Rafael, et al, 1997. "Good News for Value Stocks: Further Evidence on Market Efficiency," Journal of Finance, American Finance Association, vol. 52(2), pages 859-874, June.
    20. Barth, Mary E. & Beaver, William H. & Landsman, Wayne R., 1998. "Relative valuation roles of equity book value and net income as a function of financial health," Journal of Accounting and Economics, Elsevier, vol. 25(1), pages 1-34, February.
    21. Basu, Sudipta, 1997. "The conservatism principle and the asymmetric timeliness of earnings," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 3-37, December.
    22. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    23. Dechow, Patricia M., 1994. "Accounting earnings and cash flows as measures of firm performance : The role of accounting accruals," Journal of Accounting and Economics, Elsevier, vol. 18(1), pages 3-42, July.
    24. Allee, Kristian D. & Bhattacharya, Nilabhra & Black, Ervin L. & Christensen, Theodore E., 2007. "Pro forma disclosure and investor sophistication: External validation of experimental evidence using archival data," Accounting, Organizations and Society, Elsevier, vol. 32(3), pages 201-222, April.
    25. Mark T. Bradshaw & Richard G. Sloan, 2002. "GAAP versus The Street: An Empirical Assessment of Two Alternative Definitions of Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 41-66, March.
    26. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    27. Lewellen, Jonathan, 2010. "Accounting anomalies and fundamental analysis: An alternative view," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 455-466, December.
    28. Dan S. Dhaliwal & Steven E. Kaplan & Rick C. Laux & Eric Weisbrod, 2013. "The Information Content of Tax Expense for Firms Reporting Losses," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 135-164, March.
    29. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    30. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    31. Stefano Dellavigna & Joshua M. Pollet, 2009. "Investor Inattention and Friday Earnings Announcements," Journal of Finance, American Finance Association, vol. 64(2), pages 709-749, April.
    32. Lawrence D. Brown, 2001. "A Temporal Analysis of Earnings Surprises: Profits versus Losses," Journal of Accounting Research, Wiley Blackwell, vol. 39(2), pages 221-241, September.
    33. Christopher S. Armstrong & Alan D. Jagolinzer & David F. Larcker, 2010. "Chief Executive Officer Equity Incentives and Accounting Irregularities," Journal of Accounting Research, Wiley Blackwell, vol. 48(2), pages 225-271, May.
    34. Dichev, Ilia D. & Tang, Vicki Wei, 2009. "Earnings volatility and earnings predictability," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 160-181, March.
    35. Jonathan A. Milian, 2015. "Unsophisticated Arbitrageurs and Market Efficiency: Overreacting to a History of Underreaction?," Journal of Accounting Research, Wiley Blackwell, vol. 53(1), pages 175-220, March.
    36. Theodosia Konstantinidi & Peter F. Pope, 2016. "Forecasting Risk in Earnings," Contemporary Accounting Research, John Wiley & Sons, vol. 33(2), pages 487-525, June.
    37. Theodore E. Christensen & Michael S. Drake & Jacob R. Thornock, 2014. "Optimistic Reporting and Pessimistic Investing: Do Pro Forma Earnings Disclosures Attract Short Sellers?," Contemporary Accounting Research, John Wiley & Sons, vol. 31(1), pages 67-102, March.
    38. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    39. Givoly, Dan & Hayn, Carla, 2000. "The changing time-series properties of earnings, cash flows and accruals: Has financial reporting become more conservative?," Journal of Accounting and Economics, Elsevier, vol. 29(3), pages 287-320, June.
    40. Steven Young, 2014. "The drivers, consequences and policy implications of non-GAAP earnings reporting," Accounting and Business Research, Taylor & Francis Journals, vol. 44(4), pages 444-465, August.
    41. Blacconiere, Walter G. & Frederickson, James R. & Johnson, Marilyn F. & Lewis, Melissa F., 2011. "Are voluntary disclosures that disavow the reliability of mandated fair value information informative or opportunistic?," Journal of Accounting and Economics, Elsevier, vol. 52(2), pages 235-251.
    42. Bradshaw, Mark T., 2003. "A discussion of '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 321-335, December.
    43. Heejung Bang & James M. Robins, 2005. "Doubly Robust Estimation in Missing Data and Causal Inference Models," Biometrics, The International Biometric Society, vol. 61(4), pages 962-973, December.
    44. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    45. Trueman, B & Wong, MHF & Zhang, XJ, 2000. "The eyeballs have it: Searching for the value in internet stocks," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 137-162.
    46. 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.
    47. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    48. Nelson, Karen K. & Barth, Mary E. & Cram, Donald, 2001. "Accruals and the Prediction of Future Cash Flows," Research Papers 1594r, Stanford University, Graduate School of Business.
    49. Zhang, Huai & Zheng, Liu, 2011. "The valuation impact of reconciling pro forma earnings to GAAP earnings," Journal of Accounting and Economics, Elsevier, vol. 51(1), pages 186-202.
    50. Lipe, Rc, 1986. "The Information Contained In The Components Of Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 24, pages 37-64.
    51. 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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    9. Corinne Bessieux-Ollier & Grégoire Davrinche & Guillaume Dumas, 2022. "L'adaptation de la communication financière face à la crise COVID : le cas des résultats non-GAAP," Post-Print hal-03948560, HAL.
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