An Empirical Analysis of Earnings Management in Australia
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An Empirical Analysis of Earnings Management in Australia

Authors: Lan Sun, Subhrendu Rath

Abstract:

This is a comprehensive large-sample study of Australian earnings management. Using a sample of 4,844 firm-year observations across nine Australia industries from 2000 to 2006, we find substantial corporate earnings management activity across several Australian industries. We document strong evidence of size and return on assets being primary determinants of earnings management in Australia. The effects of size and return on assets are also found to be dominant in both income-increasing and incomedecreasing earnings manipulation. We also document that that periphery sector firms are more likely to involve larger magnitude of earnings management than firms in the core sector.

Keywords: Earnings management, discretionary accruals, income-increasing/decreasing manipulation, dual economy sector

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1078717

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[1] Abarbanell, J., & Levy, R., (2003) Can stock recommendations predict earnings management and analyst' earnings forecast errors?, Journal of Accounting Research, 41,1-31.
[2] Albrecht, W. D. & Richardson, F. M. (1990) Income smoothing by economy sector. Journal of Business Finance & Accounting, 17, 713- 730.
[3] Ashari, N., Koh, H.C. Tan, S.L. Wong, W.H. (1994) Factors affecting income smoothing among listed companies in Singapore, Accounting and Business Research, 24, 291-301.
[4] Bartov, E., Gul, F. & Tsui, j. (2000) Discretionary-accruals models and audit qualifications. Journal of Accounting and Economics, 30, 421-452.
[5] Bathke, A. W. Lorek, J., K. S. &d Willinger, G.L. (1989) Firm-size and the predictive ability of quarterly earnings data. The Accounting Review, 64, 49-68.
[6] Barua, A., J. Legoria, & Moffitt, J.S. (2006) Accruals management to achieve earnings benchmarks: a comparison of pre-managed profit and loss firms, Journal of Business Finance & Accounting 33, 653-670.
[7] Beck, E. M., Horan, P. M. & Tolbert, C. M. (1978) 'Stratification in a Dual Economy: a sectorial model of earnings determination. American Sociological Review, October, 704-720.
[8] Beasley, M. S., Carcello, J. V., Hermanson, D. R. & Lapides, P. D. (2000) Fraudulent financial reporting: consideration of industry traits and corporate governance mechanisms. Accounting Horizon, 14, 441- 454.
[9] Beaver, W., Kennelly, J. & Voss, W. (1968) Predictive ability as a criterion for the evaluation of accounting data. The Accounting Review, 43, 675-683.
[10] Belkaoui, A. & Picur, R. D. (1984) The smoothing of income numbers: some empirical evidence on systematic differences between Core and Periphery industrial sectors. Journal of Business Finance & Accounting, 11, 527-545.
[11] Beneish, M. D. (1997) Detecting GAAP violation: implications for assessing earnings management among firms with extreme financial performance. Journal of Accounting and Public Policy, 16, 271-309.
[12] Beneish, M. D. (1999) The detection of earnings manipulation. Financial Analysts Journal 55, 24-36.
[13] Bergstersser, D., & Philippon,T., (2006) CEO incentives and earnings management, Journal of Financial Economics 80, 511-529.
[14] Bernard, V. (1995) Feltham-Ohlson framework: implications for empiricists. Contemporary Accounting Research, 11, 773-747.
[15] Bluestone, B., Murphy, W. M. & Stevenson, M. (1973) Low wages and the working poor. The Institute of Labor and Industrial Relations. The University of Michigan-Wayne State University.
[16] Buffini, F. (2002), Chairman Heed ASIC-s Wake-up Call, Australian Financial Review, September 25 (John Fairfax Group, Sydney).
[17] Butler, M., Leone, A. and Willenborg, M. (2004) An empirical analysis of auditor reporting and its association with abnormal accruals, Journal of Accounting and Economics 37, 139-165.
[18] Bowen, R., Noreen, E. & Lacey, J. (1981) Determinants of the corporate decision to capitalize interest. Journal of Accounting and Economics, 3, 151-179.
[19] Burgstahler, D. & Dichev, I. (1997) Earnings management to avoid earnings decreases and losses. Journal of Accounting and Economics, 24, 99-126.
[20] Callen, J. L., Livnat, J. & Segal, D. (2002) Accounting restatement: are they always bad news? , University of Toronto, Toronto, ON.
[21] Chan, H., Faff, D., & Ramsay.A (2002) Firm size and information content of annual earnings announcement: Australian evidence, unpublished paper.
[22] Chambers, R.J. (1973) Securities and obscurities: a case for reform of the law of company accounts. (Gower, Australia).
[23] Charitou, A., Lambertides,N., & Trigeorgis, L.(2007) Earnings behavior of financially distressed firms: the role of institutional ownership, Abacus 43, 271-296.
[24] Clinch, G. & Margliolo, J., (1993), "CEO compensation and components of earnings in bank holding companies", Journal of Accounting and Economics, 16, 241- 272.
[25] Collins, D., & Kothari, S.P. (1989) An analysis of intertemporal and cross-sectional determinants of earnings response coefficients, Journal of Accounting and Economics 11, 143-181.
[26] Core, John, Wayne, R., and Verdi, R. (2007) Is accruals quality a priced risk factor? Journal of Accounting and Economics In Press, Corrected Proof.
[27] Craig, R., & Walsh, P. (1989) Adjustments for 'extraordinary items' in smoothing reported profit of listed Australian companies: some empirical evidence, Journal of Business Finance & Accounting 16, 229- 245.
[28] Defond, M. L. & Jiambalvo, J. (1991) Incidence and circumstances of accounting errors. Accounting Review, 66,643-655.
[29] DeFond, M. L., & Jiambalvo, J. (1994) Debt covenant violation and manipulation of accruals, Journal of Accounting and Economics 17, 145-176.
[30] Defond, M.L., & Subramanyam, K., (1998) Auditor changes and discretionary accruals, Journal of Accounting and Economics 25, 35-67.
[31] DeAngelo, L., (1986), "Accounting numbers as market valuation substitutes: A study of management buyouts of public stockholders", The Accounting Review, 61, 400-420.
[32] DeAngelo, L. and Skinner, J., (1994), "Accounting Choice in Troubled Companies", Journal of Accounting and Economics, 17, 113-143.
[33] Dhaliwal, D. S. (1988) The effect of the firm's business risk on the choice of accounting methods. The Journal of Business Finance and Accounting, 15, 289-302.
[34] Dechow, P.M. (1994) Accounting earnings and cash flows as measures of firm performance: the role of accounting accruals, Journal of Accounting and Economics, 18, 3-42.
[35] Dechow, P. M., Sloan, R. G. & Sweeney, A. P. (1995) Detecting earnings management. The Accounting Review, 70, 193-225.
[36] Dechow, P. M., Sloan, R. & A., S. (1996) Causes and consequences of earnings manipulations: An analysis of firms subject to enforcement actions by the SEC. Contemporary Accounting Research, 13, 1-36.
[37] Easton, P.D., and Zmijewsik, M. (1989) Cross-sectional variation in the stock market response to accounting earnings announcement. , Journal of Accounting and Economics 11, 117-141.
[38] Eddey, P. H. & Taylor, S. (1999) Directors- recommendations on takeover bids and the management of earnings: evidence from Australian takeovers. Abacus, 35, 29-45.
[39] Erickson, M., & S. Wang (1999) Earnings management by acquiring firms in stock for stock mergers, Journal of Accounting and Economics 27, 149-176.
[40] Fama, E. F., and MacBeth, J. D. (1973) Risk, Return, and Equilibrium: Empirical Tests, Journal of Political Economy, 81, 607.
[41] Feltham, G. & Ohlson, J. (1995) Valuation and clean surplus accounting for operating and financial activities. Contemporary Accounting Research, 11, 689-732.
[42] Fields, T., Lys, T.& Vincent, L. (2001) Empirical research on accounting choice, Journal of Accounting and Economics, 31, 255-307.
[43] Firth, M.; Fung, P. M. Y., & Rui, O. M.(2007) Ownership, two-tier board structure, and the informativeness of earnings - Evidence from China, Journal of Accounting and Public Policy In Press, Corrected Proof.
[44] Francis, J., Maydew, E. & Sparks, H. (1999) The role of Big 6 Auditors in the credible reporting of accruals. Auditing, 18, 17-34.
[45] Fudenberg, D. & Tirole, J. (1995) A theory of income and dividend smoothing based on incumbency rents. Journal of Political Economy, 103, 75-93
[46] Gaver, J., Gaver, K.M., & Austin, J. R. (1995) Additional evidence on bonus plans and income management, Journal of Accounting and Economics, 19, 3-28.
[47] Green, D. & Segal, J. (1996) The predictive power of first-quarter earnings reports: A replication. Journal of Accounting Research, 4, 21- 36 .
[48] Godfrey, J., Mather, P. & Ramsay, A. (2003) Earnings and impression management in financial reports: The case of CEO changes. Abacus, 39, 95-123.
[49] Guay, W. R., Kothari, S. P. & Watts, R. L. (1996) A market-based evaluation of discretionary accrual models. Journal of Accounting Research, 34, 83-105.
[50] Hayn, C, (1995) The information content of losses, The Journal of Accounting and Economics, 20, 125-153.
[51] Healy, P. M. (1985) The effect of bonus schemes on accounting decisions. Journal of Accounting and Economics, 7, 85-107.
[52] Healy, P. M. & Palepu, K. G. (1990) Effectiveness of accounting-based dividend Covenants. Journal of Accounting and Economics, 12, 97-123.
[53] Hagerman, R. & Zmijewsik, M. (1979) Some economic determinants of accounting policy choice. Journal of Accounting and Economics, 1, 141¬161.
[54] Hribar, P. & Nichols, D. C. (2007) The Use of Unsigned Earnings Quality Measures in Tests of Earnings Management, Journal of Accounting Research, forthcoming.
[55] Hochberg, Y. V., Newman, Y. S. & Rierson, M. A. (2004) Information in the Time-series Dynamics of Earnings Management: Evidence from Insider Trading and Firm Returns. Working Paper, Northwestern University.
[56] Holland, K., & Jackson, R.H.G. (2004) Earnings management and deferred tax, Accounting and Business Research ,34, 101-123.
[57] Holland, D. & Ramsay, A. (2003) Do Australian companies manage earnings to meet simple earnings benchmarks? Accounting and Finance, 43, 41-62.
[58] Holthausen, R. W. (1990) Accounting method choice: opportunistic behavior, efficient contracting, and information perspectives. Journal of Accounting and Economics, 12, 207-218.
[59] Holthausen, R. W. & Larcker, D. F. (1995) Annual bonus schemes and the manipulation of earnings. Journal of Accounting and Economics, 19, 129-74.
[60] Jones, J. (1991) Earnings management during import relief investigations. Journal of Accounting Research, 29, 193-228.
[61] Jones, S. & Sharma, R. (2001) The impact of free cash flow, financial leverage and accounting regulation on earnings management in Australia's 'Old' and 'New' economics. Managerial Finance, 27, 18-38.
[62] Kasznik, R. (1999) On the association between voluntary disclosure and earnings management. Journal of Accounting Research 37, 57-81.
[63] Kinnunen, J., Kasanen, E. & Niskanen, J. (1995) Earnings management and the economy sector hypothesis: empirical evidence on a converse relation in the Finnish case. Journal of Business Finance & Accounting, 22, 497-520.
[64] Kinney, W. R. J. & Mcdaniel, S. L. (1989) Characteristics of firms correcting previously reported quarterly earnings. Journal of Accounting and Economics, 11, 71-93.
[65] Klein, A. (2002) Audit committees, board of direct characteristics and earnings management.. Journal of Accounting and Economics, 33, 375¬400.
[66] Kothari, S.P., Leone, A.J., & Wasley, C.E. (2005) Performance Matched Discretionary Accrual Measures, Journal of Accounting and Economics 39, 163-197.
[67] Koh, P.S. (2003) On the association between institutional ownership and aggressive corporate earnings management in Australia, The British Accounting Review, 35, 105-128.
[68] Leuz, C., Nanda, D. & Wysocki, P. D. (2003) Earnings management and investor protection: an international comparison. Journal of Financial Economics, 69, 505-527.
[69] Lim, S. & Matolcsy, Z. (1999) Earnings management of firms subjected to product price controls. Accounting and Finance, 39, 131-150.
[70] Louis, H. (2004) Earnings management and the market performance of acquiring firms, Journal of Financial Economics 74, 121-148.
[71] McNichols, M. & Wilson, P. (1988) Evidence of earnings management from the provision for bad debts. Journal of Accounting Research, (Supplement), 1-31.
[72] Monem, R. M. (2003) Earnings management in response to the introduction of the Australian Gold Tax. Contemporary Accounting Research, 20, 747-774.
[73] Nelson, M. W., Elliott, J. A. & Tarpley, R. L. (2002) Evidence from auditors about managers' and auditors' earnings-management decisions. The Accounting Review, 77, 175-202.
[74] Ohlson, J. (1995) Earnings, book values, and dividends in equity valuation. Contemporary Accounting Research, 11, 661-687.
[75] Pincus, M. & Rajgopal, S. (2002) The interaction between accrual management and hedging: evidence from oil and gas firms. The Accounting Review, 77, 127-160.
[76] Rangan, S. (1998) Earnings management and the performance of seasoned equity offerings. Journal of Financial Economics, 50, 101-122.
[77] Rees, L., Gill, S. & Gore, R. (1996), "An investigation of Asset Write-Downs and Concurrent Abnormal Accruals", Journal of Accounting Research, 34 ,157-169.
[78] Rennie, P. (1985) The corporate AIDS-funny financing and creative accounting, Rydges LVIII 11, 18-20.
[79] Richardson, S., Tuna, I. & Wu, M. (2002) Predicting earnings management: the case of earnings restatements. Working Paper, University of Michigan.
[80] Sloan, R. (1996) Do stock prices fully reflect information in accruals and cash flows about future earnings?, The Accounting Review 70, 289-315.
[81] Skinner, D. & Sloan, R. (2002) Earnings surprises, growth expectations, and stock returns or don't let an earnings torpedo sink your portfolio. Review of Accounting Studies, 7, 289-312.
[82] Smith, R., Lipin,S., & Naj, A. (1994) "Managing Profits: How General Electric Damps Fluctuations In Its Annual Earnings." Wall Street Journal, November 3, 321-326.
[83] Subramanyam, K. R. (1996) The pricing of discretionary accruals. Journal of Accounting and Economics, 22, 249-281.
[84] Teoh, S. H., Welch, I. & Wong, T. J. (1998a) Earnings management and the long run market performance of initial public offerings. Journal of Financial Economics, 6, 1953-1974.
[85] Teoh, S. H., Welch, I. & Wong, T. J. (1998b) Earnings management and the underperformance of seasoned equity offerings. Journal of Financial Economics, 50, 63-99.
[86] Teoh, S. H., Wong, T. J. & Rao, G. R. (1998) Are Accruals during Initial Public Offerings Opportunistic? Review of Accounting Studies, 3, 175-208.
[87] Watts, R. L. & Zimmerman, J. L. (1978) Towards a positive theory of the determination of accounting standards. The Accounting Review, 53, 112-134.
[88] Wells, P. (2002) Earnings management surrounding CEO changes. Accounting and Finance, 42, 169-193.
[89] Westfield, M., & Wiley, J. (2003) HIH : The Inside Story Of Australia's Biggest Corporate Collapse (The Sydney Morning Herald).
[90] White, G.E. (1970) Discretionary accounting decisions and income normalization., Journal of Accounting Research ,8, 260-273.
[91] Xie, H. (2001) The mispricing of abnormal accruals. The Accounting Review, 76, 357-373.
[92] Yoon, S. S. & Miller, G. A. (2002) Cash from operations and earnings management in Korea. The International Journal of Accounting, 37, 395-412.
[93] Young, S. (1999) Systematic measurement error in the estimation of discretionary accruals: an evaluation of alternative modeling procedures, Journal of Business, Finance, and Accounting, 26, 833-862.