Accounts Manipulation: A Literature Review and Proposed Conceptual Framework

Accounts manipulation has been the subject of research, discussion and even controversy in several countries including the USA, Canada, the U.K., Australia, Finland and France. The objective of this paper is to provide a comprehensive review of the literature and propose a conceptual framework for accounts manipulation. This framework is based on the possibility of wealth transfer between the different stake‐holders, and in practice, the target of the manipulation appears generally to be the earnings per share and the debt/equity ratio. The paper also describes the different actors involved and their potential gains and losses. We review the literature on the various techniques of accounts manipulation: earnings management, income smoothing, big bath accounting, creative accounting, and window‐dressing. The various definitions of all these, the main motivations behind their application and the research methodologies used are all examined. This study reveals that all the above techniques have common elements, but there are also important differences between them.

[1]  Z. Matolcsy,et al.  Earnings Management of Firms Subjected to Product Price Controls , 1999 .

[2]  M. McNichols.  Research design issues in earnings management studies , 2000 .

[3]  J. Niskanen,et al.  EARNINGS MANAGEMENT AND THE ECONOMY SECTOR HYPOTHESIS: EMPIRICAL EVIDENCE ON A CONVERSE RELATIONSHIP IN THE FINNISH CASE , 1995 .

[4]  K. R. Subramanyam,et al.  The pricing of discretionary accruals , 1996 .

[5]  Theodore E. Christensen,et al.  Ex Ante Incentives for Earnings Management and the Informativeness of Earnings , 1999 .

[6]  C. K. Ma,et al.  Loan Loss Reserves and Income Smoothing: the Experience In the U.S. Banking Industry , 1988 .

[7]  J. Gagnon.  Purchase Versus Pooling of Interests: The Search for a Predictor , 1967 .

[8]  Ivo Welch,et al.  Earnings Management and the Long-Run Market Performance of Initial Public Offerings , 1998 .

[9]  F. Navissi.  Earnings Management under Price Regulation , 1999 .

[10]  William H. Beaver,et al.  Discretionary behavior with respect to allowances for loan losses and the behavior of security prices , 1996 .

[11]  S. Sridhar,et al.  Multiple control systems, accrual accounting, and earnings management , 1996 .

[12]  Siew Hong Teoh,et al.  Are Accruals during Initial Public Offerings Opportunistic? , 1998 .

[13]  Ronald A. Dye,et al.  EARNINGS MANAGEMENT IN AN OVERLAPPING GENERATIONS MODEL , 1988 .

[14]  Nicholas J. Gonedes.  Incoming-smoothing Behavior under Selected Stochastic Processes , 1972 .

[15]  K. Ramesh,et al.  The Use of Accounting Flexibility to Reduce Labor Renegotiation Costs and Manage Earnings , 2000 .

[16]  Y. Amihud,et al.  ‘Managerialism’, ‘ownerism’ and risk , 1983 .

[17]  S. Cahan,et al.  Earnings Management of Chemical Firms in Response to Political Costs from Environmental Legislation , 1997 .

[18]  Matti Keloharju,et al.  Earnings cosmetics in a tax-driven accounting environment: evidence from Finnish public firms , 2000 .

[19]  Gary E. White.  Effects of Discretionary Accounting Policy on Variable and Declining Performance Trends , 1972 .

[20]  Xiao-Jun Zhang,et al.  Identifying unexpected accruals: a comparison of current approaches , 2000 .

[21]  Richard G. Sloan,et al.  Do Analysts and Auditors Use Information in Accruals , 2001 .

[22]  Mark L. DeFond,et al.  Debt covenant violation and manipulation of accruals , 1994 .

[23]  Ross L. Watts,et al.  SOME TIME SERIES PROPERTIES OF ACCOUNTING INCOME , 1972 .

[24]  Hersh Shefrin,et al.  Beyond Greed and Fear , 2002 .

[25]  Sheridan Titman,et al.  Information quality and the valuation of new issues , 1986 .

[26]  Bernard Morard,et al.  La gestion strategique des resultats. Le modele anglo-saxon convient-il au contexte suisse? , 1998 .

[27]  Laurie W. Pant,et al.  Project Earnings Manipulation: An Ethics Case Based on Agency Theory , 2000 .

[28]  Dale A. Buckmaster.  INCOME SMOOTHING IN ACCOUNTING AND BUSINESS LITERATURE PRIOR TO 1954 , 1992 .

[29]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[30]  S. P. Kothari,et al.  A Market-Based Evaluation of Discretionary-Accrual Models , 1996 .

[31]  C. Lewis,et al.  Earnings management and firm valuation under asymmetric information , 1995 .

[32]  K. Merchant,et al.  The ethics of managing earnings: An empirical investigation , 1994 .

[33]  Patricia M. Dechow.  Accounting earnings and cash flows as measures of firm performance : The role of accounting accruals , 1994 .

[34]  Stephen J. Brown,et al.  Extraordinary items and income smoothing:a positive accounting approach , 1994 .

[35]  Ilia D. Dichev,et al.  Earnings Management to Avoid Earnings Decreases and Losses , 1997 .

[36]  R. Taffler,et al.  Creative Accounting and Investment Analyst Response , 1995 .

[37]  Mark L. DeFond,et al.  Smoothing income in anticipation of future earnings , 1997 .

[38]  Gary E. White.  Discretionary Accounting Decisions and Income Normalization , 1970 .

[39]  Terry D. Warfield,et al.  Corporate Reporting on the Internet , 1999 .

[40]  A. P. Sweeney,et al.  Debt-covenant violations and managers' accounting responses , 1994 .

[41]  John M. Friedlan,et al.  Accounting Choices of Issuers of Initial Public Offerings , 1994 .

[42]  S. Balsam,et al.  Discretionary Accounting Choices and CEO Compensation , 1998 .

[43]  Martin P. Loeb,et al.  Initial Public Offerings, Accounting Choices, and Earnings Management* , 1993 .

[44]  J. Niskanen,et al.  Dividend-based earnings management: Empirical evidence from Finland , 1996 .

[45]  Edward L. Maydew.  Tax-induced earnings management by firms with net operating losses , 1997 .

[46]  Michael L. Moore,et al.  Management Changes And Discretionary Accounting Decisions , 1973 .

[47]  A. Lusardi,et al.  Saving and income smoothing: Evidence from panel data , 1997 .

[48]  Joseph H. Godwin,et al.  Auditing, Earnings Management, and International Accounting Issues at the Securities and Exchange Commission , 1999 .

[49]  Sok-Hyon Kang,et al.  Issues In Testing Earnings Management And An Instrumental Variable Approach , 1995 .

[50]  M. D. Beneish,et al.  Detecting GAAP violation: implications for assessing earnings management among firms with extreme financial performance , 1997 .

[51]  Sean W.G. Robb.  The Effect of Analysts' Forecasts on Earnings Management in Financial Institutions , 1998 .

[52]  Kevin J. Murphy,et al.  Financial performance surrounding CEO turnover , 1993 .

[53]  Merle Erickson,et al.  Earnings Management by Acquiring Firms in Stock for Stock Mergers , 1999 .

[54]  J. Gramlich,et al.  Potential Errors in Detecting Earnings Management: Reexamining Studies Investigating the AMT of 1986* , 2001 .

[55]  Jayne M. Godfrey,et al.  Political cost influences on income smoothing via extraordinary item classification , 1999 .

[56]  Shiing-wu Wang,et al.  Political Costs and Earnings Management of Oil Companies in the 1990 Persian Gulf Crisis , 1997 .

[57]  Dale A. Buckmaster.  ANTECEDENTS OF MODERN EARNINGS MANAGEMENT RESEARCH: INCOME SMOOTHING IN LITERATURE, 1954–1965 , 1997 .

[58]  Incitations et contraintes à la gestion du résultat , 2001 .

[59]  Ronald D. Picur,et al.  THE SMOOTHING OF INCOME NUMBERS: SOME EMPIRICAL EVIDENCE ON SYSTEMATIC DIFFERENCES BETWEEN CORE AND PERIPHERY INDUSTRIAL SECTORS , 1984 .

[60]  Ronald M. Copeland,et al.  Income Manipulation and the Purchase-Pooling Choice , 1969 .

[61]  Drew Fudenberg,et al.  A Theory of Income and Dividend Smoothing Based on Incumbency Rents , 1995, Journal of Political Economy.

[62]  J. Behrman,et al.  Dynamic Savings Decisions in Agricultural Environments with Incomplete Markets , 1997 .

[63]  David Tweedie,et al.  Financial Reporting: Current Problems and Their Implications for Systematic Reform , 1990 .

[64]  P. Dascher,et al.  A Note on Income Smoothing in the Chemical Industry , 1970 .

[65]  William R. Kinney,et al.  Does Mandated Audit Communication Reduce Opportunistic Corrections to Manage Earnings to Forecasts , 2000 .

[66]  Susan G. Watts,et al.  The Effect of Relative Performance Evaluation on Earnings Management: A Game-theoretic Approach , 2000 .

[67]  T. Archibald,et al.  The Return to Straight-Line Depreciation: An Analysis of a Change in Accounting Method , 1967 .

[68]  Thomas J. Frecka,et al.  What Managers Should Know About Earnings Management — Its Prevalence, Legality, Ethicality, and Does It Work? , 2002 .

[69]  M. D. Beneish,et al.  Incentives and Penalties Related to Earnings Overstatements that Violate GAAP , 1999 .

[70]  D. Cormier,et al.  The contractual and value relevance of reported earnings in a dividend-focused environment , 2000 .

[71]  Owen A. Lamont.  Earnings and Expected Returns , 1996 .

[72]  N. Dopuch,et al.  The Effect of Alternative Accounting Rules for Nonsubsidiary Investments , 1966 .

[73]  Thomas Z. Lys,et al.  Empirical Research on Accounting Choice , 2001 .

[74]  Susan Pourciau.  Earnings management and nonroutine executive changes , 1993 .

[75]  Srikant M. Datar,et al.  The role of audits and audit quality in valuing new issues , 1991 .

[76]  R. Pierce-Brown,et al.  The economics of Accounting for Growth , 1999 .

[77]  Wikil Kwak,et al.  Income Smoothing and Discretionary R&D Expenditures of Japanese Firms* , 2000 .

[78]  J. Louderback,et al.  Income Manipulation And Purchase-Pooling - Some Additional Results , 1975 .

[79]  I. Haw,et al.  THE NATURE OF INFORMATION IN ACCRUALS AND CASH FLOWS IN AN EMERGING CAPITAL MARKET: THE CASE OF CHINA , 2001 .

[80]  V. Bhat.  Banks and income smoothing: an empirical analysis , 1996 .

[81]  Patricia M. Dechow,et al.  Executive incentives and the horizon problem: An empirical investigation , 1991 .

[82]  D. BeneishMessod,et al.  The Detection of Earnings Manipulation , 1999 .

[83]  Jennifer J. Gaver,et al.  Additional evidence on bonus plans and income management , 1995 .

[84]  L. DeAngelo,et al.  Managerial competition, information costs, and corporate governance: The use of accounting performance measures in proxy contests☆ , 1988 .

[85]  Harry DeAngelo,et al.  Accounting choice in troubled companies , 1994 .

[86]  New Creative Accounting , 1995 .

[87]  B. E. Cushing.  An Empirical Study of Changes in Accounting Policy , 1969 .

[88]  Steven C. Hall.  Political scrutiny and earnings management in the oil refining industry , 1993 .

[89]  Shyam Sunder,et al.  Earnings Management and the Revelation Principle , 1998 .

[90]  A. Shah.  Creative compliance in financial reporting , 1996 .

[91]  Pervaiz Alam,et al.  Earnings Management and Antitrust Investigations: Political Costs Over Business Cycles , 1998 .

[92]  La gestion stratégique des résultats. Le cas des firmes publiant des prévisions lors d'un premier appel public à l'épargne , 1995 .

[93]  J. Weintrop,et al.  Accounting-based constraints in public and private debt agreements: Their association with leverage and impact on accounting choice , 1990 .

[94]  Greg Clinch,et al.  CEO compensation and components of earnings in bank holding companies , 1993 .

[95]  Mark L. DeFond,et al.  Auditor changes and discretionary accruals , 1998 .

[96]  George J. Benston,et al.  Enron: what happened and what we can learn from it , 2002 .

[97]  S. Perry,et al.  Earnings management preceding management buyout offers , 1994 .

[98]  Eli Bartov,et al.  Discretionary-Accruals Models and Audit Qualifications , 2000 .

[99]  Patricia M. Dechow,et al.  Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC* , 1996 .

[100]  M. Fischer,et al.  Attitudes of students and accounting practitioners concerning the ethical acceptability of earnings management , 1995 .

[101]  Communication and income smoothing through accounting method choice , 1990 .

[102]  M. McNichols,et al.  Evidence of Earnings Management from the Provision for Bad Debts , 1988 .

[103]  R. Zeckhauser,et al.  Earnings Management to Exceed Thresholds , 1999 .

[104]  George A. Plesko,et al.  Earnings Management And The Corporate Alternative Minimum Tax , 1992 .

[105]  F. M. Richardson,et al.  INCOME SMOOTHING BY ECONOMY SECTOR , 1990 .

[106]  Joshua Ronen,et al.  The smoothing of income numbers: Some empirical evidence on systematic differences among management-controlled and owner-controlled firms , 1978 .

[107]  Joshua Ronen,et al.  ‘Smoothing’ Manifestations in Fourth Quarter Results of Operations: Some Empirical Evidence , 1981 .

[108]  Jere R. Francis,et al.  The Role of Big 6 Auditors in the Credible Reporting of Accruals , 1999 .

[109]  Mark L. DeFond,et al.  The Effect of Audit Quality on Earnings Management , 1998 .

[110]  C. Wootton,et al.  A MARKET BASED ANALYSIS OF INCOME SMOOTHING , 1995 .

[111]  Y. Wu,et al.  Management Buyouts and Earnings Management , 1997 .

[112]  J. Jones.  Earnings Management During Import Relief Investigations , 1991 .

[113]  H. Koh,et al.  Factors Affecting Income Smoothing Among Listed Companies in Singapore , 1994 .

[114]  Shawn Thomas,et al.  Bank Loan Loss Provisions: A Reexamination of Capital Management, Earnings Management and Signaling Effects , 1998 .

[115]  John R. Brick,et al.  Loan-loss provisions of commercial banks and adequate disclosure: A note , 1994 .

[116]  Aasmund Eilifsen,et al.  Earnings manipulation: cost of capital versus tax , 1999 .

[117]  P. Pope,et al.  Accrual management to meet earnings targets: UK evidence pre- and post-Cadbury , 2000 .

[118]  Chenchuramaiah T. Bathala,et al.  Ownership Differences and Firms' Income Smoothing Behavior , 1997 .

[119]  Richard G. Sloan,et al.  Annual bonus schemes and the manipulation of earnings , 1995 .

[120]  N. Dopuch,et al.  Using Time-Series Models to Assess the Significance of Accounting Changes , 1972 .

[121]  J. Ronen,et al.  Classificatory Smoothing - Alternative Income Models , 1975 .

[122]  Ridha Shabou,et al.  Les déterminants de la comptabilité créative : étude empirique dans le contexte des entreprises tunisiennes , 2002 .

[123]  Norman L. Eckel.  The Income Smoothing Hypothesis Revisited , 1981 .

[124]  R. Craig,et al.  ‘Big Bath Accounting’ Using Extraordinary Items Adjustments: Australian Empirical Evidence , 1991 .

[125]  Andrew J. Leone,et al.  Earnings-based bonus plans and earnings management by business-unit managers 1 We thank the Center f , 1999 .

[126]  S. Lenway,et al.  An investigation of the behavior of accruals in the semiconductor industry: 1985* , 1992 .

[127]  Sheridan Titman,et al.  An Explanation for Accounting Income Smoothing , 1988 .

[128]  Myron S. Scholes,et al.  Firms' Responses to Anticipated Reductions in Tax Rates: The Tax Reform Act of 1986 , 1992 .

[129]  Chauncey M. DePree,et al.  Earnings Management and Ethical Decision Making: Choices In Accounting for Security Investments , 1999 .

[130]  Robert L. Hagerman,et al.  An income strategy approach to the positive theory of accounting standard setting/choice , 1981 .

[131]  Debra C. Jeter,et al.  CROSS-SECTIONAL ESTIMATION OF ABNORMAL ACCRUALS USING QUARTERLY AND ANNUAL DATA: Effectiveness in Detecting Event-Specific Earnings Management , 1999 .

[132]  S. J. Dempsey,et al.  EARNINGS MANAGEMENT AND CORPORATE OWNERSHIP STRUCTURE: AN EXAMINATION OF EXTRAORDINARY ITEM REPORTING , 1993 .

[133]  S. Young.  Systematic Measurement Error in the Estimation of Discretionary Accruals: An Evaluation of Alternative Modelling Procedures , 1999 .

[134]  K. Key.  Political cost incentives for earnings management in the cable television industry , 1997 .

[135]  Earnings management of seasoned equity offering firms in Korea , 2002 .

[136]  Adjustments For ‘Extraordinary Items’In Smoothing Reported Profits of Listed Australian Companies: Some Empirical Evidence , 1989 .

[137]  Patricia M. Dechow,et al.  Earnings Management: Reconciling the Views of Accounting Academics, Practitioners, and Regulators , 2000 .