Do differences in financial reporting attributes impair the predictive ability of financial ratios for bankruptcy?

This study explores the effect of cross-sectional and time-series differences in financial reporting attributes on the predictive ability of financial ratios for bankruptcy. We identify proxies for discretion over financial reporting, the importance of intangible assets, the comprehensiveness of the accounting model and recognition of losses. Each of our proxies for financial reporting attributes is associated with financial ratios that are less informative in predicting bankruptcy. Furthermore, our time-series tests reveal a decline in the predictive ability of financial ratios for bankruptcy and document that this decline is associated with our measures of financial reporting attributes.

[1]  R. Jarrow,et al.  Bankruptcy Prediction With Industry Effects , 2004 .

[2]  Carla K. Hayn.  The information content of losses , 1995 .

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

[4]  Katherine Schipper,et al.  Expanded Disclosures and the Increased Usefulness of Earnings Announcements , 2002 .

[5]  Timothy T. Simin,et al.  Measuring Distress Risk: The Effect of R&D Intensity , 2006 .

[6]  W. Beaver,et al.  Have Financial Statements Become Less Informative? Evidence from the Ability of Financial Ratios to Predict Bankruptcy , 2004 .

[7]  Ross L. Watts,et al.  Positive Accounting Theory: A Ten Year Perspective , 2006 .

[8]  Katherine Schipper,et al.  Costs of Equity and Earnings Attributes , 2004 .

[9]  Tyler Shumway.  Forecasting Bankruptcy More Accurately: A Simple Hazard Model , 1999 .

[10]  Ron Kasznik.  On the Association between Voluntary Disclosure and Earnings Management , 1996 .

[11]  Daniel W. Collins,et al.  Changes in the value-relevance of earnings and book values over the past forty years , 1997 .

[12]  Florin P. Vasvari,et al.  Initial Evidence on the Role of Accounting Earnings in the Bond Market , 2008 .

[13]  In Search of Distress Risk , 2005 .

[14]  J. Francis,et al.  Have financial statements lost their relevance , 1999 .

[15]  Edward I. Altman,et al.  FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY , 1968 .

[16]  B. Lev.  Intangibles: Management, Measurement, and Reporting , 2001 .

[17]  Sreedhar T. Bharath,et al.  Forecasting Default with the Merton Distance to Default Model , 2008 .

[18]  Dan Givoly,et al.  The Changing Time-Series Properties of Earnings, Cash Flows and Accruals: Has Financial Reporting Become More Conservative? , 2000 .

[19]  Richard G. Sloan,et al.  Gaap Versus the Street: An Empirical Assessment of Two Alternative Definitions of Earnings , 2000 .

[20]  P. Hribar,et al.  The Use of Unsigned Earnings Quality Measures in Tests of Earnings Management , 2007 .

[21]  R. C. Merton,et al.  On the Pricing of Corporate Debt: The Risk Structure of Interest Rates , 1974, World Scientific Reference on Contingent Claims Analysis in Corporate Finance.

[22]  Patricia M. Dechow,et al.  DETECTING EARNINGS MANAGEMENT , 1994 .

[23]  Wayne R. Landsman,et al.  Has the Information Content of Quarterly Earnings Announcements Declined in the Past Three Decades , 2002 .

[24]  Daniel W. Collins,et al.  Equity Valuation and Negative Earnings: The Role of Book Value of Equity , 1999 .

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

[26]  James M. Wahlen.  The nature of information in commercial bank loan loss disclosures , 1991 .

[27]  B. Lev,et al.  The capitalization, amortization, and value-relevance of R&D , 1996 .

[28]  Sarah E. Bonner,et al.  Fraud Type and Auditor Litigation: An Analysis of SEC Accounting and Auditing Enforcement Releases , 1999 .

[29]  W. Beaver.  Perspectives on Recent Capital Market Research , 2002 .

[30]  W. Beaver.  Financial Ratios As Predictors Of Failure , 1966 .

[31]  Katherine Schipper,et al.  The market pricing of accruals quality , 2005 .

[32]  R. Kaplan,et al.  Statistical Models of Bond Ratings: A Methodological Inquiry , 1979 .

[33]  Sudipta Basu.  The conservatism principle and the asymmetric timeliness of earnings , 1997 .

[34]  James A. Ohlson.  FINANCIAL RATIOS AND THE PROBABILISTIC PREDICTION OF BANKRUPTCY , 1980 .

[35]  Paul Zarowin,et al.  The boundaries of financial reporting and how to extend them , 1999 .

[36]  George Foster,et al.  Brand Values and Capital Market Valuation , 1998 .