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Methods Workshop

An Improved Test for Earnings Management Using Kernel Density EstimationFootnote

Pages 559-591 | Received 15 Mar 2013, Accepted 15 Aug 2013, Published online: 10 Jan 2014

References

  • Athanasakou, V. E., Strong, N. C. and Walker, M. (2009) Earnings management or forecast guidance to meet analyst expectations? Accounting & Business Research, 39(1), pp. 3–35. doi: 10.1080/00014788.2009.9663347
  • Athanasakou, V. E., Strong, N. C. and Walker, M. (2011) The market reward for achieving analyst earnings expectations: does managing expectations or earnings matter? Journal of Business Finance & Accounting, 38(1/2), pp. 58–94. doi: 10.1111/j.1468-5957.2010.02219.x
  • Bartov, E., Givoly, D. and Hayn, C. (2002) The rewards to meeting or beating earnings expectations, Journal of Accounting and Economics, 33(2), pp. 173–204. doi: 10.1016/S0165-4101(02)00045-9
  • Beatty, A. L., Ke, B. and Petroni, K. R. (2002) Earnings management to avoid earnings declines across publicly and privately held banks, The Accounting Review, 77(3), pp. 547–570. doi: 10.2308/accr.2002.77.3.547
  • Beaver, W. H., McNichols, M. F. and Nelson, K. K. (2003) Management of the loss reserve accrual and the distribution of earnings in the property-casualty insurance industry, Journal of Accounting and Economics, 35(3), pp. 347–376. doi: 10.1016/S0165-4101(03)00037-5
  • Beaver, W. H., McNichols, M. F. and Nelson, K. K. (2007) An alternative interpretation of the discontinuity in earnings distributions, Review of Accounting Studies, 12(4), pp. 525–556. doi: 10.1007/s11142-007-9053-0
  • Bollen, N. P. B. and Pool, V. K. (2009) Do hedge fund managers misreport returns? Evidence from the pooled distribution, Journal of Finance, 64(5), pp. 2257–2288. doi: 10.1111/j.1540-6261.2009.01500.x
  • Brown, L. D. (2001) A temporal analysis of earnings surprises: profits versus losses, Journal of Accounting Research, 39(2), pp. 197–219. doi: 10.1111/1475-679X.00010
  • Brown, L. D. and Caylor, M. L. (2005) A temporal analysis of quarterly earnings thresholds: Propensities and valuation consequences, The Accounting Review, 80(2), pp. 423–440. doi: 10.2308/accr.2005.80.2.423
  • Brown, S., Kang, M., In, F. and Lee, G. (2010) Resisting the manipulation of performance metrics: an empirical analysis of the manipulation-proof performance measure. Working Paper, Available at http://ssrn.com/abstract=1536323
  • Burgstahler, D. C. and Chuk, E. (2012) What have we learned about earnings management? Correcting disinformation about discontinuities. Working Paper, University of Washington, Available at www.ssrn.com/abstract=1866008
  • Burgstahler, D. and Dichev, I. (1997) Earnings management to avoid earnings decreases and losses, Journal of Accounting and Economics, 24(1), pp. 99–126. doi: 10.1016/S0165-4101(97)00017-7
  • Burgstahler, D. C. and Eames, M. J. (2003) Earnings management to avoid losses and earnings decrease: are analysts fooled? Contemporary Accounting Research, 20(2), pp. 253–294. doi: 10.1506/BXXP-RGTD-H0PM-9XAL
  • Burgstahler, D. C. and Eames, M. J. (2006) Management of earnings and analysts’ forecasts to achieve zero and small positive earnings surprises, Journal of Business Finance & Accounting, 33(5/6), pp. 633–652. doi: 10.1111/j.1468-5957.2006.00630.x
  • Cassar, G. and Gerakos, J. (2011) Hedge funds: pricing controls and the smoothing of self-reported returns. Review of Financial Studies, 24(5), pp. 1698–1734. doi: 10.1093/rfs/hhq139
  • Charoenwonga, C. and Jiraporn, P. (2009) Earnings management to exceed thresholds: evidence from Singapore and Thailand, Journal of Multinational Financial Management, 19(3), pp. 221–236. doi: 10.1016/j.mulfin.2008.12.001
  • Cohen, D. A. and Lys, T. Z. (2003) A note on analysts’ earnings forecast errors distribution, Journal of Accounting and Economics, 36(1–3), pp. 147–164. doi: 10.1016/j.jacceco.2003.11.002
  • Coulton, J., Taylor, S. and Taylor, S. (2005) Is ‘benchmark beating’ by Australian firms evidence of earnings management? Accounting and Finance, 45(4), pp. 553–576. doi: 10.1111/j.1467-629X.2005.00145.x
  • Dechow, P. M., Sloan, R. G. and Sweeney, A. P. (1995) Detecting earnings management, The Accounting Review, 70(2), pp. 193–225.
  • Dechow, P. M., Richardson, S. A. and Tuna, I. (2003) Why are earnings kinky? An examination of the earnings management explanation, Review of Accounting Studies, 8(2/3), pp. 355–384. doi: 10.1023/A:1024481916719
  • Degeorge, F., Patel, J. and Zeckhauser, R. (1999) Earnings management to exceed thresholds, Journal of Business, 72(1), pp. 1–33. doi: 10.1086/209601
  • Donelson, D. C., McInnis, J. M. and Mergenthaler, R. D. (2013) Discontinuities and earnings management: evidence from restatements related to securities litigation, Contemporary Accounting Research, 30(1), pp. 242–268. doi: 10.1111/j.1911-3846.2012.01150.x
  • Durtschi, C. and Easton, P. (2005) Earnings management? The shapes of the frequency distributions of earnings metrics are not evidence ipso facto, Journal of Accounting Research, 43(4), pp. 557–592. doi: 10.1111/j.1475-679X.2005.00182.x
  • Durtschi, C. and Easton, P. (2009) Earnings management? Erroneous inferences based on earnings frequency distributions, Journal of Accounting Research, 47(5), pp. 1249–1281. doi: 10.1111/j.1475-679X.2009.00347.x
  • Eames, M. J. and Kim, Y. (2012) Analyst vs. market forecasts of earnings management to avoid small losses, Journal of Business Finance and Accounting, 39(5/6), pp. 649–674.
  • Glaum, M., Lichtblau, K. and Lindemann, J. (2004) The extent of earnings management in the U.S. and Germany, Journal of International Accounting Research, 3(2), pp. 45–77. doi: 10.2308/jiar.2004.3.2.45
  • Gore, P., Pope, P. F. and Singh, A. K. (2007) Earnings management and the distribution of earnings relative to targets: UK evidence, Accounting and Business Research, 37(2), pp. 123–150. doi: 10.1080/00014788.2007.9730065
  • Graham, J. R., Harvey, C. R. and Rajgopal, S. (2005) The economic implications of corporate financial reporting, Journal of Accounting and Economics, 40(1–3), pp. 3–73. doi: 10.1016/j.jacceco.2005.01.002
  • Green, J. R. (2010) Discretion, managerial incentives, and market conditions: the misreporting of hedge fund returns, Ph.D. dissertation, University of North Carolina at Chapel Hill.
  • Günther, N., Gegenfurtner, B., Kaserer, C. and Achleitner, A.-K. (2009) International financial reporting standards and earnings quality: the myth of voluntary vs. mandatory adoption. CEFS Working Paper, Technical University Munich, Available at http://ssrn.com/abstract=1413145
  • Herrmann, D., Hope, O-K., Payne, J. L. and Thomas, W. B. (2011) The market's reaction to unexpected earnings thresholds, Journal of Business Finance and Accounting, 38(1/2), 34–57. doi: 10.1111/j.1468-5957.2010.02230.x
  • Holland, D. (2004) Earnings management: a methodological review of the distribution of reported earnings approach. Working Paper, Department of Accounting and Finance, Monash University.
  • Jones, M. C., Marron, J. S. and Sheather, S. J. (1996) A brief survey of bandwidth selection for density estimation, Journal of the American Statistical Association, 91(433), pp. 401–407. doi: 10.1080/01621459.1996.10476701
  • Koh, K., Matsumoto, D. A. and Rajgopal, S. (2008) Meeting or beating analyst expectations in the post-scandals world: changes in stock market rewards and managerial actions, Contemporary Accounting Research, 25(4), pp. 1067–1098. doi: 10.1506/car.25.4.5
  • McNichols, M. F. (2000) Research design issues in earnings management studies, Journal of Accounting and Public Policy, 19(4/5), pp. 313–345. doi: 10.1016/S0278-4254(00)00018-1
  • Parzen, E. (1962) On estimation of a probability density function and mode, The Annals of Mathematical Statistics, 33(3), pp. 1065–1076. doi: 10.1214/aoms/1177704472
  • Payne, J. L. and Robb, S. W. (2000) Earnings management: the effect of ex ante earnings expectations, Journal of Accounting, Auditing & Finance, 15(4), pp. 371–392.
  • Payne, J. L. and Thomas, W. B. (2003) The implications of using stock-split adjusted I/B/E/S data in empirical research, The Accounting Review, 78(4), pp. 1049–1067. doi: 10.2308/accr.2003.78.4.1049
  • Pinnuck, M. and Lillis, A. M. (2007) Profits versus losses: does reporting an accounting loss act as a heuristic trigger to exercise the abandonment option and divest employees? The Accounting Review, 82(4), pp. 1031–1053. doi: 10.2308/accr.2007.82.4.1031
  • Robinson, D. and Glushkov, D. (2006) A note on IBES unadjusted data. Technical Note, Wharton Research Data Services.
  • Rosenblatt, M. (1956) Remarks on some nonparametric estimates of a density function, The Annals of Mathematical Statistics, 27(3), pp. 832–837. doi: 10.1214/aoms/1177728190
  • Scott, D. W. (1992) Multivariate Density Estimation. Wiley Series in Probability and Mathematical Statistics (New York: John Wiley & Sons, Inc).
  • Silverman, B. W. (1986) Density Estimation for Statistics and Data Analysis (London: Chapman and Hall).
  • Takeuchi, Y. (2004) On a statistical method to detect discontinuity in the distribution function of reported earnings, Mathematics and Computers in Simulation, 64(1), pp. 103–111. doi: 10.1016/S0378-4754(03)00124-1
  • Talha, M., Mohamad, M. and Sallehhuddin, A. (2008) Avoiding losses and earnings decrease by Malaysian companies before and after major corporate governance initiatives, International Journal of Managerial and Financial Accounting, 1(1), pp. 45–63. doi: 10.1504/IJMFA.2008.020461
  • Tung, S., Lan-Fen, W., Chen-Chang, L., Ching-Hui, L. and Hsu, A. (2008) The use of extended credit (channel stuffing) to avoid reporting losses, Asia-Pacific Journal of Accounting & Economics, 15(2), pp. 161–182. doi: 10.1080/16081625.2008.9720816

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