Yim, Andrew (2013): Mixture and Continuous 'Discontinuity' Hypotheses: An Earnings Management Model with Auditor-Required Adjustment.
Preview |
PDF
MPRA_paper_44702.pdf Download (525kB) | Preview |
Abstract
A model emphasizing cookie-jar earnings management and the effect of auditor-required adjustment is formulated, with the optimal misreporting strategy generally characterized and the closed-form solutions for particular functional form assumptions derived. Using simulation results based on the model, I show that the widely documented discontinuity in the earnings triplet distributions (i.e., earnings, earnings change, and earnings surprise) can be partly due to a steep increase in density appearing like a discontinuity when a continuous distribution is plotted in terms of frequency counts in histogram bins. Additionally, I point out the puzzling volcano shape of the earnings triplet distributions that can be found in prior studies. Simulation results show that the model is capable of accommodating this phenomenon, which can arise from the mixture of a spiky distribution of managed earnings with a bell-shaped distribution of unmanaged earnings. This mixture is due to the auditor’s adjustment decision, which seems stochastic from the public’s or client firm’s perspective. Taken together, the results of this paper provide a unified explanation to two perplexing, salient features of the earnings triplet distributions. Potential applications of the model are suggested, including the construction of an earnings manipulation measure distinct from but complementary to abnormal accruals.
Item Type: | MPRA Paper |
---|---|
Original Title: | Mixture and Continuous 'Discontinuity' Hypotheses: An Earnings Management Model with Auditor-Required Adjustment |
Language: | English |
Keywords: | Misreporting, Earnings Manipulation, Cookie-jar Accounting, Benchmark Reference, Auditor-client Interaction |
Subjects: | K - Law and Economics > K4 - Legal Procedure, the Legal System, and Illegal Behavior > K42 - Illegal Behavior and the Enforcement of Law M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M4 - Accounting and Auditing > M41 - Accounting M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M4 - Accounting and Auditing > M42 - Auditing |
Item ID: | 44702 |
Depositing User: | Andrew Yim |
Date Deposited: | 03 Mar 2013 14:30 |
Last Modified: | 27 Sep 2019 10:59 |
References: | Baber, W.R., Kang, S.-H. & Li, Y., 2011. Modeling Discretionary Accrual Reversal and the Balance Sheet as an Earnings Management Constraint. The Accounting Review, 86(4), pp.1189–1212. Bame-Aldred, C.W. & Kida, T., 2007. A comparison of auditor and client initial negotiation positions and tactics. Accounting, Organizations and Society, 32(6), pp.497–511. Barton, J. & Simko, P.J., 2002. The Balance Sheet as an Earnings Management Constraint. The Accounting Review, 77, pp.1–27. Beattie, V., Fearnley, S. & Brandt, R., 2004. A Grounded Theory Model of Auditor-Client Negotiations. International Journal of Auditing, 8(1), pp.1–19. Beatty, A.L., Ke, B. & Petroni, K.R., 2002. Earnings management to avoid earnings declines across publicly and privately held banks. Accounting Review, 77(3), pp.547–570. Beaver, W.H., McNichols, M.F. & Nelson, K.K., 2007. An alternative interpretation of the discontinuity in earnings distributions. Review of Accounting Studies, 12(4), pp.525–556. Beaver, William H., McNichols, Maureen F. & Nelson, Karen 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. Bhojraj, S. et al., 2009. Making Sense of Cents: An Examination of Firms That Marginally Miss or Beat Analyst Forecasts. The Journal of Finance, 64(5), pp.2361–2388. Bollen, N.P.B. & Pool, V.K., 2009. Do Hedge Fund Managers Misreport Returns? Evidence from the Pooled Distribution. The Journal of Finance, 64(5), pp.2257–2288. Box, G.E.P., 1976. Science and Statistics. Journal of the American Statistical Association, 71(356), pp.791–799. Box, G.E.P. & Draper, N.R., 1987. Empirical model-building and response surfaces, Wiley. Brito, P.B., Fabiao, F. & Staubyn, A., 2008. Euler, Lambert, and the Lambert W-function today. The Mathematical Scientist, 33(2), pp.127–133. Brown, L.D. & Pinello, A.S., 2007. To What Extent Does the Financial Reporting Process Curb Earnings Surprise Games? Journal of Accounting Research, 45(5), pp.947–981. Burgstahler, D. & Dichev, I., 1997. Earnings management to avoid earnings decreases and losses. Journal of Accounting and Economics, 24(1), pp.99–126. Burns, N. & Kedia, S., 2006. The impact of performance-based compensation on misreporting. Journal of Financial Economics, 79(1), pp.35–67. Caramanis, C. & Lennox, C., 2008. Audit effort and earnings management. Journal of Accounting and Economics, 45(1), pp.116–138. Caskey, J., Nagar, V. & Petacchi, P., 2010. Reporting Bias with an Audit Committee. The Accounting Review, 85(2), pp.447–481. Cohen, D. et al., 2011. Warranty Reserve: Contingent Liability, Information Signal, or Earnings Management Tool? The Accounting Review, 86(2), pp.569–604. Corless, R.M. et al., 1996. On the Lambert W function. Advances in Computational Mathematics, 5(4), pp.329–359. Coulton, J., Taylor, Sarah & Taylor, Stephen, 2005. Is “benchmark beating” by Australian firms evidence of earnings management? Accounting & Finance, 45(4), pp.553–576. Daske, H., Gebhardt, G. & McLeay, S., 2006. The distribution of earnings relative to targets in the European Union. Accounting and Business Research, 36(3), pp.137–167. Dechow, P., Ge, W. & Schrand, C., 2010. Understanding earnings quality: A review of the proxies, their determinants and their consequences. Journal of Accounting and Economics, 50(2–3), pp.344–401. Dechow, P., Richardson, S. & Tuna, I., 2003. Why Are Earnings Kinky? An Examination of the Earnings Management Explanation. Review of Accounting Studies, 8(2), pp.355–384. Degeorge, F., Patel, J. & Zeckhauser, R., 1999. Earnings management to exceed thresholds. Journal of Business, 72(1), pp.1–33. Durtschi, C. & Easton, P., 2009. Earnings management? erroneous inferences based on earnings frequency distributions. Journal of Accounting Research, 47(5), pp.1249–1281. Durtschi, C. & 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. Dyck, A., Morse, A. & Zingales, L., 2010. Who Blows the Whistle on Corporate Fraud? The Journal of Finance, 65(6), pp.2213–2253. Ewert, R. & Wagenhofer, A., 2005. Economic Effects of Tightening Accounting Standards to Restrict Earnings Management. The Accounting Review, 80(4), pp.1101–1124. Feng, M. et al., 2011. Why do CFOs become involved in material accounting manipulations? Journal of Accounting and Economics, 51(1-2), pp.21–36. Fich, E.M. & Shivdasani, A., 2007. Financial fraud, director reputation, and shareholder wealth. Journal of Financial Economics, 86(2), pp.306–336. Fischer, P.E. & Verrecchia, R.E., 2000. Reporting Bias. The Accounting Review, 75(2), pp.229–245. Frankel, R., Mayew, W.J. & Sun, Y., 2010. Do pennies matter? Investor relations consequences of small negative earnings surprises. Review of Accounting Studies, 15(1), pp.220–242. Gao, P., 2013. A measurement approach to conservatism and earnings management. Journal of Accounting and Economics, forthcoming. Available at: http://www.sciencedirect.com/science/article/pii/S0165410112000651 [Accessed March 1, 2013]. Gerakos, J. & Kovrijnykh, A., 2013. Performance Shocks and Misreporting, Rochester, NY: Social Science Research Network. Available at: http://papers.ssrn.com/abstract=1546478 [Accessed March 1, 2013]. Gibbins, M., Salterio, S. & Webb, A., 2001. Evidence About Auditor-Client Management Negotiation Concerning Client’s Financial Reporting. Journal of Accounting Research, 39(3), pp.535–563. Goerg, G.M., 2011. Lambert W Random Variables-a New Family of Generalized Skewed Distributions with Applications to Risk Estimation. Annals of Applied Statistics, 5(3), pp.2197–2230. Gordon, M., 2012. Ernst & Young paying $2M in audit settlement. The Seattle Times. Available at: http://seattletimes.nwsource.com/html/businesstechnology/2017455527_apusernstyoungfined.html [Accessed May 10, 2012]. Gore, P., Pope, P.F. & Singh, A.K., 2007. Earnings management and the distribution of earnings relative to targets: UK evidence. Accounting and Business Research, 37(2), pp.123–149. Graham, J.R., Li, S. & Qiu, J., 2008. Corporate misreporting and bank loan contracting. Journal of Financial Economics, 89(1), pp.44–61. Guttman, I., Kadan, O. & Kandel, E., 2006. A Rational Expectations Theory of Kinks in Financial Reporting. The Accounting Review, 81(4), pp.811–848. Hayes, B., 2005. Why W? American Scientist, 93(2), pp.104–108. Hayn, C., 1995. The information content of losses. Journal of Accounting and Economics, 20(2), pp.125–153. Heckman, J.J., 2010. Building Bridges between Structural and Program Evaluation Approaches to Evaluating Policy. Journal of Economic Literature, 48(2), pp.356–398. Jackson, S.B. & Liu, X. (Kelvin), 2010. The Allowance for Uncollectible Accounts, Conservatism, and Earnings Management. Journal of Accounting Research, 48(3), pp.565–601. Jacob, J. & Jorgensen, B.N., 2007. Earnings management and accounting income aggregation. Journal of Accounting and Economics, 43(2-3), pp.369–390. Jiambalvo, J., 1996. Discussion of “Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC”. Contemporary Accounting Research, 13(1), pp.37–47. Karpoff, J.M., Lee, D.S. & Martin, G.S., 2008a. The consequences to managers for financial misrepresentation. Journal of Financial Economics, 88(2), pp.193–215. Karpoff, J.M., Lee, D.S. & Martin, G.S., 2008b. The Cost to Firms of Cooking the Books. Journal of Financial and Quantitative Analysis, 43(03), pp.581–611. Kedia, S. & Philippon, T., 2009. The Economics of Fraudulent Accounting. The Review of Financial Studies, 22(6), pp.2169–2199. Kedia, S. & Rajgopal, S., 2011. Do the SEC’s enforcement preferences affect corporate misconduct? Journal of Accounting and Economics, 51(3), pp.259–278. Kerstein, J. & Rai, A., 2007. Intra-year shifts in the earnings distribution and their implications for earnings management. Journal of Accounting and Economics, 44(3), pp.399–419. Kirschenheiter, M. & Melumad, N.D., 2002. Can “Big Bath” and Earnings Smoothing Co-Exist as Equilibrium Financial Reporting Strategies? Journal of Accounting Research, 40(3), pp.761–796. Kumar, P. & Langberg, N., 2009. Corporate fraud and investment distortions in efficient capital markets. RAND Journal of Economics, 40(1), pp.144–172. Leone, A.J. & Van Horn, R.L., 2005. How do nonprofit hospitals manage earnings? Journal of Health Economics, 24(4), pp.815–837. Liang, B., 2003. The Accuracy of Hedge Fund Returns. The Journal of Portfolio Management, 29(3), pp.111–122. Marquardt, C.A. & Wiedman, C.I., 2004. How Are Earnings Managed? An Examination of Specific Accruals. Contemporary Accounting Research, 21(2), pp.461–491. McCracken, S., Salterio, S.E. & Gibbins, M., 2008. Auditor-client management relationships and roles in negotiating financial reporting. Accounting, Organizations and Society, 33, pp.362–383. Moehrle, S.R., 2002. Do firms use restructuring charge reversals to meet earnings targets? Accounting Review, 77(2), pp.397–413. Nelson, M.W., Elliott, J.A. & Tarpley, R.L., 2002. Evidence from Auditors about Managers’ and Auditors’ Earnings Management Decisions. The Accounting Review, 77(s-1), pp.175–202. Newman, D.P., Patterson, E. & Smith, R., 2001. The influence of potentially fraudulent reports on audit risk assessment and planning. Accounting Review, 76(1), pp.59–80. Parte Esteban, L. & Such Devesa, M.J., 2011. Earnings Management in the Spanish Hotel Industry. Cornell Hospitality Quarterly, 52(4), pp.466–479. Perreault, S. & Kida, T., 2011. The relative effectiveness of persuasion tactics in auditor–client negotiations. Accounting, Organizations and Society, 36(8), pp.534–547. Sankar, M.R. & Subramanyam, K.R., 2001. Reporting Discretion and Private Information Communication through Earnings. Journal of Accounting Research, 39(2), pp.365–386. Scott, T.C., Mann, R. & Martinez, R.E., 2006. General relativity and quantum mechanics: towards a generalization of the Lambert W function - A generalization of the Lambert W function. Applicable Algebra in Engineering Communication and Computing, 17(1), pp.41–47. Shuto, A., 2009. Earnings Management to Exceed the Threshold: A Comparative Analysis of Consolidated and Parent-only Earnings. Journal of International Financial Management & Accounting, 20(3), pp.199–239. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/44702 |