Abstract
A comprehensive definition of earnings management should take into consideration its characteristics, conditions, activities, and targets. Such a definition allows distinguishing earnings management from other activities like fraud, earnings quality, impression management, and expectation management. Managers may use different methods to manage earnings including accrual earnings management, real earnings management, earnings smoothing, income shifting, and other advanced techniques. They trade-off between these methods based on their costs and benefits to their firms and own welfare. Although different models have been introduced to measure the previous activities, most of them focused on accrual earnings management. These models suffer from shortcomings that can be mitigated by developing new models, paying more attention to measuring activities other than accrual earnings management, analysing more than one activity at a time, using more than one model to measure the same activity, and adopting qualitative methodology.
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Notes
- 1.
The balance sheet approach calculates total accruals as the change in current assets (except cash items) minus the change in current liabilities (except the current portion of long term debt) minus depreciation. On the other hand, the cash-flow-statement-approach measures total accruals as the difference between earnings before extraordinary items and discontinued operations and the operating cash flows. Hribar and Collins (2002) document that the cash flow statement approach is more reliable.
References
Adut, D., Holder, A. D., & Robin, A. (2013). Predictive versus opportunistic earnings management, executive compensation, and firm performance. Journal of Accounting and Public Policy, 32, 126–146.
Allen, F. (1985). Repeated principal–agent relationships with lending and borrowing. Economics Letters, 17, 27–31.
Athanasakou, V. E., Strong, N. C., & Walker, M. (2009). Earnings management or forecast guidance to meet analyst expectations? Accounting and Business Research (Wolters Kluwer UK), 39, 3–35.
Baber, W. R., Fairfield, P. M., & Haggard, J. A. (1991). The effect of concern about reported income on discretionary spending decisions: The case of research and development. The Accounting Review, 66, 818–829.
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, 1189–1212.
Badertscher, B. A. (2011). Overvaluation and the choice of alternative earnings management mechanisms. The Accounting Review, 86, 1491–1518.
Bagnoli, M., & Watts, S. G. (2000). The effect of relative performance evaluation on earnings management: A game-theoretic approach. Journal of Accounting and Public Policy, 19, 377–397.
Barth, M. E., Cram, D. P., & Nelson, K. K. (2001). Accruals and prediction of future cash flows. The Accounting Review, 76, 27–58.
Bartov, E. (1993). The timing of asset sales and earnings manipulation. The Accounting Review, 68, 840–855.
Bartov, E., & Cohen, D. A. (2009). The “Numbers game” in the pre- and post-sarbanes-oxley eras. Journal of Accounting, Auditing and Finance, 24, 505–534.
Barua, A., Lin, S., & Sbaraglia, A. M. (2010). Earnings management using discontinued operations. The Accounting Review, 85, 1485–1509.
Bernard, V. L., & Skinner, D. J. (1996). What motivates managers’ choice of discretionary accruals? Journal of Accounting and Economics, 22, 313–325.
Beuselinck, C., Deloof, M., & Vanstraelen, A. (2015). Cross-jurisdictional income shifting and tax enforcement: Evidence from public versus private multinationals. Review of Accounting Studies, 20, 710–746.
Burgstahler, D., & Dichev, I. (1997). Earnings management to avoid earnings decreases and losses. Journal of Accounting and Economics, 24, 99–126.
Cahan, S. F. (1992). The effect of antitrust investigations on discretionary accruals: A refined test of the political-cost hypobook. The Accounting Review, 67, 77–95.
Cahan, S. F., Chavis, B. M., & Elmendorf, R. G. (1997). Earnings management of chemical firms in response to political costs from environmental legislation. Journal of Accounting, Auditing & Finance, 12, 37–65.
Cheng, S. (2004). R&D expenditures and CEO compensation. The Accounting Review, 79, 305–327.
Chi, W., Lisic, L., & Pevzner, M. (2011). Is enhanced audit quality associated with greater real earnings management? Accounting Horizons, 25, 315–335.
Choi, Y., Walker, M., & Young, S. (2006). Earnings reporting and analysts’ earnings forecasts: The perceptions of UK analysts and financial managers. Working paper, Lancaster University.
Clatworthy, M., & Jones, M. J. (2001). The effect of thematic structure on the variability of annual report readability. Accounting, Auditing & Accountability Journal, 14, 311–326.
Coffee, J. C. (2003). Gatekeeper failure and reform: The challenge of fashioning relevant reforms. Columbia Law and Economics. SSRN eLibrary. Available at http://ssrn.com/abstract=447940
Cohen, D. A., & Zarowin, P. (2010). Accrual-based and real earnings management activities around seasoned equity offerings. Journal of Accounting and Economics, 50, 2–19.
Cohen, D. A., Dey, A., & Lys, T. Z. (2008). Real and accrual-based earnings management in the pre- and post-sarbanes-oxley periods. The Accounting Review, 83, 757–787.
Das, S., Kim, K., & Patro, S. (2011). An analysis of managerial use and market consequences of earnings management and expectation management. The Accounting Review, 86, 1935–1967.
Deangelo, L. (1986). Accounting numbers as market valuation substitutes: A study of management buyouts of public stockholders. The Accounting Review, 61, 400–420.
Deangelo, L. (1988). Discussion of evidence of earnings management from the provision for bad debts. Journal of Accounting Research, 26, 32–40.
Dechow, P. M., & Dichev, I. D. (2002). The quality of accruals and earnings: The role of accrual estimation errors. The Accounting Review, 77, 35.
Dechow, P. M., & Huson, M. R. (1994). The effect of restructuring charges on executives’ cash compensation. The Accounting Review, 69, 138–156.
Dechow, P. M., & Skinner, D. J. (2000). Earnings management: Reconciling the views of accounting academics, practitioners, and regulators. Accounting Horizons, 14, 235–250.
Dechow, P. M., & Sloan, R. G. (1991). Executive incentives and the horizon problem: An empirical investigation. Journal of Accounting and Economics, 14, 51–89.
Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting earnings management. The Accounting Review, 70, 193–193.
Dechow, P. M., Richardson, S. A., & Tuna, I. (2003). Why are earnings kinky? An examination of the earnings management explanation. Review of Accounting Studies, 8, 355–384.
Dechow, P. M., Ge, W., & Schrand, C. (2010). Understanding earnings quality: A review of the proxies, their determinants and their consequences. Journal of Accounting and Economics, 50, 344–401.
De Jong, A., Mertens, G., Van Der Poel, M., & Van Dijk, R. (2014). How does earnings management influence investor’s perceptions of firm value? Survey evidence from financial analysts. Review of Accounting Studies, 19, 606–627.
Demerjian, P. R., Lev, B., Lewis, M. F., & Mcvay, S. E. (2013). Managerial ability and earnings quality. The Accounting Review, 88, 463–498.
Demski, J. S. (1998). Performance measure manipulation. Contemporary Accounting Research, 15, 261–285.
Demski, J. S., & Frimor, H. (1999). Performance measure garbling under renegotiation in multi-period agencies. Journal of Accounting Research, 37, 187–214.
Dhaliwal, D. S., Gleason, C. A., & Mills, L. (2004). Last-chance earnings management: Using the tax expense to meet analysts’ forecasts. Contemporary Accounting Research, 21, 431–459.
Ewert, R., & Wagenhofer, A. (2005). Economic effects of tightening accounting standards to restrict earnings management. The Accounting Review, 80, 1101–1124.
Feng, M., Gramlich, J. D., & Gupta, S. (2009). Special purpose vehicles: Empirical evidence on determinants and earnings management. The Accounting Review, 84, 1833–1876.
Fischer, P. E., & Verrecchia, R. E. (2004). Disclosure bias. Journal of Accounting and Economics, 38, 223–250.
Fudenberg, D., & Tirole, J. (1995). A theory of income and dividend smoothing based on incumbency rents. Journal of Political Economy, 103, 75.
Gelb, D. S., & Zarowin, P. (2002). Corporate disclosure policy and the informativeness of stock prices. Review of Accounting Studies, 7, 33–52.
Giroux, G. (2003). Financial analysis: A user approach. New York: Wiley.
Giroux, G. (2004). Detecting earnings management. New Jersey: Wiley.
Goel, A. M., & Thakor, A. V. (2003). Why do firms smooth earnings? Journal of Business, 76, 151–192.
Goldman, E., & Slezak, S. L. (2006). An equilibrium model of incentive contracts in the presence of information manipulation. Journal of Financial Economics, 80, 603–626.
Graham, J. R., Harvey, C. R., & Rajgopal, S. (2005). The economic implications of corporate financial reporting. Journal of Accounting and Economics, 40, 3–73.
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.
Gunny, K. A. (2010). The relation between earnings management using real activities manipulation and future performance: Evidence from meeting earnings benchmarks. Contemporary Accounting Research, 27, 855–888.
Hansen, G. A. (1999). Bias and Measurement error in discretionary accrual models. SSRN eLibrary. Available at http://ssrn.com/abstract=192748
Haw, I. M., Ho, S. S. M., & Li, A. Y. (2011). Corporate governance and earnings management by classification shifting. Contemporary Accounting Research, 28, 517–553.
Healy, P. M. (1985). The effect of bonus schemes on accounting decisions. Journal of Accounting and Economics, 7, 85–107.
Healy, P. M., & Wahlen, J. M. (1999). A review of the earnings management literature and its implications for standard setting. Accounting Horizons, 13, 365–383.
Hooghiemstra, R. (2000). Corporate communication and impression management – New perspectives why companies engage in social reporting. Journal of Business Ethics, 27, 55–68.
Hribar, P., & Collins, D. (2002). Errors in estimating accruals: Implications for empirical research. Journal of Accounting Research, 40, 105–134.
Hribar, P., Jenkins, N. T., & Johnson, W. B. (2006). Stock repurchases as an earnings management device. Journal of Accounting and Economics, 41, 3–27.
Imperatore, C., & Trombetta, M. (2015). Earnings management in tough times: An international comparison of banking and equity crises. Working paper, IE Business School.
Jensen, M. C., & Murphy, K. J. (1990). Performance pay and top-management incentives. Journal of Political Economy, 98, 225–264.
Jeter, D. C., & Shivakumar, L. (1999). Cross-sectional estimation of abnormal accruals using quarterly and annual data: Effectiveness in detecting event-specific earnings management. Accounting & Business Research (Wolters Kluwer UK), 29, 299–319.
Jones, J. J. (1991). Earnings management during import relief investigations. Journal of Accounting Research, 29, 193–228.
Kallunki, J.-P., & Martikainen, M. (1999). Do firms use industry-wide targets when managing earnings? Finnish evidence. The International Journal of Accounting, 34, 249–259.
Kang, S. H., & Sivaramakrishnan, K. (1995). Issues in testing earnings management and an instrumental variable approach. Journal of Accounting Research, 33, 353–367.
Kothari, S. P. (2001). Capital markets research in accounting. Journal of Accounting and Economics, 31, 105–231.
Kothari, S. P., Leone, A. J., & Wasley, C. E. (2005). Performance matched discretionary accrual measures. Journal of Accounting and Economics, 39, 163–197.
Kothari, S. P., Mizik, N., & Roychowdhury, S. (2016). Managing for the moment: The role of earnings management via real activities versus accruals in SEO valuation. The Accounting Review, 91, 559–586.
Laux, C., & Laux, V. (2009). Board committees, CEO compensation, and earnings management. The Accounting Review, 84, 869–891.
Lev, B. (1989). On the usefulness of earnings and earnings research: Lessons and directions from two decades of empirical research. Journal of Accounting Research, 27, 153–192.
Levitt, A. (1998) The Numbers Game (Online). 28 September, NYU Center for Law and Business, New York. Accessed May 19, 2015, from http://www.sec.gov/spch220.txt
Marciukaityte, M., & Park, J. (2009). Market competition and earnings management. Working paper, Harbert College of Business.
Markarian, G., & Gill-de-Albornoz, B. (2012). Income smoothing and idiosyncratic volatility. Working paper, IE Business School.
Martinez, J. A., Desender, K., & Lamy, M. L. (2015). Market discipline and bank income smoothing: Analyzing the role of accounting disclosure regulation and competition. Working paper, Universidad Carlos III.
Martini, J. (2015). The optimal focus of transfer prices: Pre-tax profitability versus tax minimization. Review of Accounting Studies, 20, 866–898.
McNichols, M. (2000). Research design issues in earnings management studies. Journal of Accounting and Public Policy, 19, 313–345.
McNichols, M. (2002). Discussion of: The quality of accruals and earnings – The role of accrual estimation errors. The Accounting Review, 77, 61.
McNichols, M., & Wilson, G. P. (1988). Evidence of earnings management from the provision for bad debts. Journal of Accounting Research, 26, 1–31.
McVay, S. E. (2006). Earnings management using classification shifting: An examination of core earnings and special items. The Accounting Review, 81, 501–531.
Merkl-Davies, D. M., & Brennan, N. M. (2007). Discretionary disclosure strategies in corporate narratives: Incremental information or impression management? Journal of Accounting Literature, 26, 116–194.
Mulford, C. W., & Comiskey, E. E. (2002). The financial numbers game: Detecting creative accounting practices. New York: Wiley.
Nelson, M. W., Elliott, J. A., Tarpley, R. L., & Gibbins, M. (2002). Evidence from auditors about managers’ and auditors’ earnings management decisions/discussion of evidence from auditors about managers’ and auditors’ earnings management decisions. The Accounting Review, 77, 175–211.
Nordberg, D., & Mcnulty, T. (2013). Creating better boards through codification: Possibilities and limitations In UK corporate governance, 1992–2010. Business History, 55, 348–374.
O’Brien, P. C. (2005). Discussion of earnings management through transaction structuring: Contingent convertible debt and diluted earnings per share. Journal of Accounting Research, 43, 245–250.
Osma, B. (2008). Board independence and real earnings management: The case of R&D expenditure. Corporate Governance: An International Review, 16, 116–131.
Oyer, P. (1998). Fiscal year ends and non-linear incentive contracts: The effect on business seasonality. Quarterly Journal of Economics, 113, 149–185.
Petrovits, C. M. (2006). Corporate-sponsored foundations and earnings management. Journal of Accounting and Economics, 41, 335–362.
Phillips, J., Pincus, M., & Rego, S. O. (2003). Earnings management: New Evidence based on deferred tax expense. The Accounting Review, 78, 491–521.
Ramakrishnan, R. T. S., & Thomas, J. K. (1998). Valuation of permanent, transitory, and price-irrelevant components of reported earnings. Journal of Accounting, Auditing and Finance, 13, 301–336.
Ronen, J., & Sadan, S. (1981). Smoothing income numbers: Objectives, means, and implications. Reading, MA: Addison-Wesley.
Ronen, J., & Yaari, V. (2008). Earnings management: Emerging insights in theory, practice, and research. New York: Springer Science and Business Media.
Roychowdhury, S. (2006). Earnings management through real activities manipulation. Journal of Accounting and Economics, 42, 335–370.
Sankar, M. R., & Subramanyam, K. R. (2001). Reporting discretion and private information communication through earnings. Journal of Accounting Research, 39, 365–386.
Schipper, K. (1989). COMMENTARY on earnings management. Accounting Horizons, 3, 91–102.
Scott, W. R. (1997). Financial accounting theory. New Jersey: Prentice Hall.
Shivakumar, L. (2000). Do firms mislead investors by overstating earnings before seasoned equity offerings? Journal of Accounting and Economics, 29, 339–371.
Stubben, S. R. (2010). Discretionary revenues as a measure of earnings management. The Accounting Review, 85, 695–717.
Thomas, J. K. (1989). Unusual patterns in reported earnings. The Accounting Review, 64, 773–787.
Thomas, J. K., & Zhang, X. J. (2000). Identifying unexpected accruals: A comparison of current approaches. Journal of Accounting and Public Policy, 19, 347–376.
Vlad, A. P. (2015). The impact of the 2010 EU bank stress-test results disclosure on banks’ earnings management. Working paper, Université de Cergy-Pontoise.
Walker, M. (2013). How far can we trust earnings numbers? What research tells us about earnings management. Accounting and Business Research, 43, 445–481.
Xie, B., Davidson, W. N., & Dadalt, P. J. (2003). Earnings management and corporate governance: The roles of the board and the audit committee. Journal of Corporate Finance, 9, 295–316.
Yaari, V. (2005). Smoothing, conservative smoothing, and truth telling. SSRN eLibrary. Available at http://ssrn.com/abstract=754886
Yaari, H., Dadalt, P., Ronen, J., & Yaari, V. (2007). An accruals conundrum in earnings management research. Working paper, New York University and Morgan State University.
Ye, J. (2006) Accounting accruals and tests of earnings management. Working Paper, Baruch College.
Young, S. (1999). Systematic measurement error in the estimation of discretionary accruals: An evaluation of alternative modelling procedures. Journal of Business Finance and Accounting, 26, 833–862.
Zang, A. Y. (2012). Evidence on the trade-off between real activities manipulation and accrual-based earnings management. The Accounting Review, 87, 675–703.
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El Diri, M. (2018). Definitions, Activities, and Measurement of Earnings Management. In: Introduction to Earnings Management. Springer, Cham. https://doi.org/10.1007/978-3-319-62686-4_2
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