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Improving the measures of real earnings management

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  • Anup Srivastava

    (University of Calgary)

Abstract

Firms often change their operating policy to meet a short-term financial reporting target. Accounting researchers call this opportunistic action real earnings management (REM). They measure REM by the difference between a firm’s costs and those reported by its industry peers. Firms that pursue distinct competitive strategies also display different cost patterns than peers. However, the models that measure REM do not control for differences in competitive strategy. Hence a researcher can misinterpret a cost difference that stems from a firm’s competitive strategy as REM. The researcher would also find a spurious correlation between earnings management and a firm characteristic that varies with competitive strategy. A cause or effect relationship with earnings management could be wrongfully inferred. I suggest improvements in measurement models to avoid misspecification.

Suggested Citation

  • Anup Srivastava, 2019. "Improving the measures of real earnings management," Review of Accounting Studies, Springer, vol. 24(4), pages 1277-1316, December.
  • Handle: RePEc:spr:reaccs:v:24:y:2019:i:4:d:10.1007_s11142-019-09505-z
    DOI: 10.1007/s11142-019-09505-z
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    1. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2013. "Organization Capital and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 68(4), pages 1365-1406, August.
    2. Srivastava, Anup, 2014. "Why have measures of earnings quality changed over time?," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 196-217.
    3. Dhaliwal, Ds & Frankel, M & Trezevant, R, 1994. "The Taxable And Book Income Motivations For A Lifo Layer Liquidation," Journal of Accounting Research, Wiley Blackwell, vol. 32(2), pages 278-289.
    4. Eric L. Chen & Riitta Katila & Rory McDonald & Kathleen M. Eisenhardt, 2010. "Life in the fast lane: Origins of competitive interaction in new vs. established markets," Strategic Management Journal, Wiley Blackwell, vol. 31(13), pages 1527-1547, December.
    5. David F. Larcker & Scott A. Richardson, 2004. "Fees Paid to Audit Firms, Accrual Choices, and Corporate Governance," Journal of Accounting Research, Wiley Blackwell, vol. 42(3), pages 625-658, June.
    6. Hribar, Paul & Jenkins, Nicole Thorne & Johnson, W. Bruce, 2006. "Stock repurchases as an earnings management device," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 3-27, April.
    7. Benveniste, Lawrence M. & Busaba, Walid Y. & Wilhelm, William Jr., 2002. "Information Externalities and the Role of Underwriters in Primary Equity Markets," Journal of Financial Intermediation, Elsevier, vol. 11(1), pages 61-86, January.
    8. Rajshree Agarwal & Michael Gort, 2002. "Firm and Product Life Cycles and Firm Survival," American Economic Review, American Economic Association, vol. 92(2), pages 184-190, May.
    9. 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.
    10. V. Kumar & Werner Reinartz, 2018. "Customer Relationship Management," Springer Texts in Business and Economics, Springer, edition 3, number 978-3-662-55381-7, August.
    11. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    12. Paul Hribar & Daniel W. Collins, 2002. "Errors in Estimating Accruals: Implications for Empirical Research," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 105-134, March.
    13. 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.
    14. Anup Srivastava & Senyo Y. Tse, 2016. "Why Are Successive Cohorts of Listed Firms Persistently Riskier?," European Financial Management, European Financial Management Association, vol. 22(5), pages 957-1000, November.
    15. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    16. Danny Miller & Peter H. Friesen, 1984. "A Longitudinal Study of the Corporate Life Cycle," Management Science, INFORMS, vol. 30(10), pages 1161-1183, October.
    17. Chen, Tao & Harford, Jarrad & Lin, Chen, 2015. "Do analysts matter for governance? Evidence from natural experiments," Journal of Financial Economics, Elsevier, vol. 115(2), pages 383-410.
    18. Mitsuru Igami, 2017. "Estimating the Innovator’s Dilemma: Structural Analysis of Creative Destruction in the Hard Disk Drive Industry, 1981–1998," Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 798-847.
    19. Don Herrmann & Tatsuo Inoue & Wayne B. Thomas, 2003. "The Sale of Assets to Manage Earnings in Japan," Journal of Accounting Research, Wiley Blackwell, vol. 41(1), pages 89-108, March.
    20. Brown, Gregory & Kapadia, Nishad, 2007. "Firm-specific risk and equity market development," Journal of Financial Economics, Elsevier, vol. 84(2), pages 358-388, May.
    21. Imhoff, E.A. & Thomas, J.K., 1988. "Economic Consequences Of Accounting Standards: The Lease Disclosure Rule Change," Papers fb-_88-36, Columbia - Graduate School of Business.
    22. Ecker, Frank & Francis, Jennifer & Olsson, Per & Schipper, Katherine, 2013. "Estimation sample selection for discretionary accruals models," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 190-211.
    23. DeFond, Mark L. & Jiambalvo, James, 1994. "Debt covenant violation and manipulation of accruals," Journal of Accounting and Economics, Elsevier, vol. 17(1-2), pages 145-176, January.
    24. Luminita Enache & Anup Srivastava, 2018. "Should Intangible Investments Be Reported Separately or Commingled with Operating Expenses? New Evidence," Management Science, INFORMS, vol. 64(7), pages 3446-3468, July.
    25. Ali, Ashiq & Zhang, Weining, 2015. "CEO tenure and earnings management," Journal of Accounting and Economics, Elsevier, vol. 59(1), pages 60-79.
    26. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    27. Chemmanur, Thomas J & Fulghieri, Paolo, 1999. "A Theory of the Going-Public Decision," The Review of Financial Studies, Society for Financial Studies, vol. 12(2), pages 249-279.
    28. 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.
    29. Bernard Guibert & Jean Laganier & Michel Volle, 1971. "Essai sur les nomenclatures industrielles," Économie et Statistique, Programme National Persée, vol. 20(1), pages 23-36.
    30. Katherine A. Gunny, 2010. "The Relation Between Earnings Management Using Real Activities Manipulation and Future Performance: Evidence from Meeting Earnings Benchmarks," Contemporary Accounting Research, John Wiley & Sons, vol. 27(3), pages 855-888, September.
    31. Lev, Baruch & Sougiannis, Theodore, 1996. "The capitalization, amortization, and value-relevance of R&D," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 107-138, February.
    32. McInnis, John & Collins, Daniel W., 2011. "The effect of cash flow forecasts on accrual quality and benchmark beating," Journal of Accounting and Economics, Elsevier, vol. 51(3), pages 219-239, April.
    33. Brickley, James A. & Zimmerman, Jerold L., 2010. "Corporate governance myths: Comments on Armstrong, Guay, and Weber," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 235-245, December.
    34. Daniel Cohen & Shailendra Pandit & Charles E. Wasley & Tzachi Zach, 2020. "Measuring Real Activity Management†," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 1172-1198, June.
    35. Paul Hribar & D. Craig Nichols, 2007. "The Use of Unsigned Earnings Quality Measures in Tests of Earnings Management," Journal of Accounting Research, Wiley Blackwell, vol. 45(5), pages 1017-1053, December.
    36. Imhoff, Eugene Jr. & Thomas, Jacob K., 1988. "Economic consequences of accounting standards : The lease disclosure rule change," Journal of Accounting and Economics, Elsevier, vol. 10(4), pages 277-310, December.
    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.
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    More about this item

    Keywords

    Competitive strategy; Intra-industry homogeneity; Real earnings management; Intangible investments;
    All these keywords.

    JEL classification:

    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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