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Have Financial Statements Become Less Informative? Evidence from the Ability of Financial Ratios to Predict Bankruptcy

Abstract

Using a hazard model, we examine secular changes in the ability of financial statement data to predict bankruptcy from 1962 to 2002. We identify three trends in financial reporting that could influence predictive ability with respect to bankruptcy: FASB standards, the perceived increase in discretionary financial reporting behavior, and the increase in unrecognized assets and obligations. A parsimonious three-variable model provides significant explanatory power throughout the time period, with only a slight deterioration in predictive power from the first to the second time period. The striking feature of the results is the robustness of the predictive models over a forty-year period.

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References

  1. P. Allison (1999) Survival Analysis Using the SAS System SAS Institute Cary, NC

    Google Scholar 

  2. E. Altman (1968) ArticleTitle“Financial Ratios, Discriminant Analysis, and the Prediction of Corporate Bankruptcy” Journal of Finance 23 (September) 589–609

    Google Scholar 

  3. M. Barth W. Landsman (1995) ArticleTitle“Fundamental Issues Related to Using Fair Value Accounting for Financial Reporting” Accounting Horizons 9 IssueID4 97–107

    Google Scholar 

  4. A. Beatty B. Ke K. Petroni (2002) ArticleTitle“Earnings Management to Avoid Earnings Declines across Publicly and Privately Held Banks” Accounting Review 77 IssueID3 547–570

    Google Scholar 

  5. W. Beaver (1966) ArticleTitle“Financial Ratios as Predictors of Failure” Journal of Accounting Research 4 71–111

    Google Scholar 

  6. S. Brown K. Lo T. Lys (1999) ArticleTitle“Use of R2 in Accounting Research: Measuring Changes in Value-Relevance for the Past Four Decades” Journal of Accounting and Economics 28 83–115

    Google Scholar 

  7. Chava, S. and R. Jarrow. (2005). “Bankruptcy Prediction with Industry Effects, Market versus Accounting Variables, and Reduced Form Credit Risk Models”. Review of Finance (forthcoming).

  8. D. Collins E. Maydew I. Weiss (1997) ArticleTitle“Changes in the Value-Relevance of Earnings and Book Value over the Past Forty Years” Journal of Accounting and Economics 24 39–67

    Google Scholar 

  9. Dechow P. and C. Schrand. (2004). “Earnings Quality”. Research Foundation of the CFA Institute.

  10. Z. Deng B. Lev F. Narin (1999) ArticleTitle“Science and Technology as Predictors of Stock Performance” Financial Analysts Journal 55 IssueID3 20–32

    Google Scholar 

  11. D. Duffie K. Singleton. (2003) Credit Risk: Pricing, Measurement, and Management. Princeton University Press Princeton, NJ

    Google Scholar 

  12. InstitutionalAuthorNameGovernment Accounting Office. (2002) “Financial Statement Restatements: Trends, Market Impacts, Regulatory Responses, and Remaining Challenges” U.S. Government Washington, D.C.

    Google Scholar 

  13. J. Francis K. Schipper (1999) ArticleTitle“Have Financial Statements Lost Their Relevance?” Journal of Accounting Research 37 319–352

    Google Scholar 

  14. S. Hillegeist D. Cram E. Keating K. Lundstedt (2004) ArticleTitle“Assessing the Probability of Bankruptcy” Review of Accounting Studies 9 IssueID1 5–34

    Google Scholar 

  15. Joos, P. (February, 2002). “Explaining Cross-sectional Differences in Market-to-Book Ratios in the Pharmaceutical Industry”. Working paper, Simon Graduate School of Business, University of Rochester.

  16. W. Landsman E. Maydew (2002) ArticleTitle“Has the Information Content of Quarterly Earnings Announcements Declined over the Past Three Decades?” Journal of Accounting Research 40 IssueID3 797–808

    Google Scholar 

  17. B. Lev T. Sougiannis (1996) ArticleTitle“The Capitalization, Amortization, and Value-Relevance of R&D” Journal of Accounting and Economics 21 IssueID1 107–138

    Google Scholar 

  18. J. Ohlson (1980) ArticleTitle“Financial Ratios and the Probabilistic Prediction of Bankruptcy” Journal of Accounting Research 18 109–131

    Google Scholar 

  19. T. Shumway (2001) ArticleTitle“Forecasting Bankruptcy More Accurately: A Simple Hazard Model” Journal of Business 74 101–124

    Google Scholar 

Download references

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Correspondence to Maureen F. McNichols.

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JEL Classification: M41, G14, G33, C41

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Beaver, W.H., McNichols, M.F. & Rhie, JW. Have Financial Statements Become Less Informative? Evidence from the Ability of Financial Ratios to Predict Bankruptcy. Rev Acc Stud 10, 93–122 (2005). https://doi.org/10.1007/s11142-004-6341-9

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Keywords

  • bankruptcy
  • accounting information
  • financial ratios