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Measuring discretionary accruals: are ROA-matched models better than the original Jones-type models?

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  • Edmund Keung

    (National University of Singapore)

  • Michael S. H. Shih

    (University of Windsor)

Abstract

Discretionary accruals estimated from Jones-type models are elevated or depressed for firms with extreme performance. Kothari et al. (J Acc Econ 39:163–197, 2005) propose performance matching to address the issue, that is, to difference discretionary accruals estimated from Jones-type models for treatment and control firms matched on current ROA. This study shows (1) performance matching will systematically cause discretionary accruals of either sign to be underestimated, and (2) the measurement error will be negatively correlated with the true discretionary accruals. As a result, using discretionary accruals estimated with performance matching to test whether certain events induce earnings management will increase the frequency of Type II errors, and using them as the dependent or an independent variable in regression analysis will bias the regression coefficient toward zero. The results of our empirical tests are consistent with these predictions.

Suggested Citation

  • Edmund Keung & Michael S. H. Shih, 2014. "Measuring discretionary accruals: are ROA-matched models better than the original Jones-type models?," Review of Accounting Studies, Springer, vol. 19(2), pages 736-768, June.
    • Handle: RePEc:spr:reaccs:v:19:y:2014:i:2:d:10.1007_s11142-013-9262-7
    DOI: 10.1007/s11142-013-9262-7
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    References listed on IDEAS

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    1. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 29(2), pages 193-228.
    2. Jeffery Abarbanell & Reuven Lehavy, 2003. "Can Stock Recommendations Predict Earnings Management and Analysts’ Earnings Forecast Errors?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 41(1), pages 1-31, March.
    3. Antonia Botsari & Geoff Meeks, 2008. "Do Acquirers Manage Earnings Prior to a Share for Share Bid?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(5‐6), pages 633-670, June.
    4. Antonia Botsari & Geoff Meeks, 2008. "Do Acquirers Manage Earnings Prior to a Share for Share Bid?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(5-6), pages 633-670.
    5. Henock Louis & Dahlia Robinson & Andrew Sbaraglia, 2008. "An integrated analysis of the association between accrual disclosure and the abnormal accrual anomaly," Review of Accounting Studies, Springer, vol. 13(1), pages 23-54, March.
    6. Jo, Hoje & Kim, Yongtae, 2007. "Disclosure frequency and earnings management," Journal of Financial Economics, Elsevier, vol. 84(2), pages 561-590, May.
    7. Patricia M. Dechow & Amy P. Hutton & Jung Hoon Kim & Richard G. Sloan, 2012. "Detecting Earnings Management: A New Approach," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(2), pages 275-334, May.
    8. 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.
    9. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    10. Francis, J & Hanna, JD & Vincent, L, 1996. "Causes and effects of discretionary asset write-offs," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 34, pages 117-134.
    11. Holthausen, Robert W. & Larcker, David F. & Sloan, Richard G., 1995. "Annual bonus schemes and the manipulation of earnings," Journal of Accounting and Economics, Elsevier, vol. 19(1), pages 29-74, February.
    12. Ali, Ashiq & Chen, Tai-Yuan & Radhakrishnan, Suresh, 2007. "Corporate disclosures by family firms," Journal of Accounting and Economics, Elsevier, vol. 44(1-2), pages 238-286, September.
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    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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