This paper examines how the default likelihood indicator computed from the option-based model of Merton (1974) together with two default-related factors, namely firm size and book-to-market ratio, effectively explain credit ratings when compared to accounting ratios. Using Australian companies that are rated by Standard and Poor's during 1992–2003 and ordered probit analysis we find that the market-based model is more informative in explaining credit ratings than the accounting-based model.
Altman, E. I.1968, ‘Financial ratios, discriminant analysis, and the prediction of corporate bankruptcy’, Journal of Finance, vol. 23, no. 4, 589–609.
2.
Altman, E. I., Haldeman, R. G., & Narayanan, P.1977, ‘Zeta analysis: A new model to identify bankruptcy risk of corporations’, Journal of Banking and Finance, vol. 1, no. 1, 29–54.
3.
Beaver, W. H.1966, ‘Financial ratios as predictors of failure’, Journal of Accounting Research, vol. 4, pp. 71–111.
4.
Black, F., & Scholes, M.1973, ‘The pricing of options and corporate liabilities’, Journal of Political Economy, vol. 81, no. 3, 637–54.
5.
Blume, M. E., Lim, F., & MacKinlay, A. C.1998, ‘The declining credit quality of U.S. Corporate debt: Myth or reality?’, Journal of Finance, vol. 53, no. 4, 1389–413.
6.
Gharghori, P., Chan, H. & Faff, R.2006, ‘Investigating the performance of alternative default-risk models: Option-based versus accounting-based approaches’, Australian Journal of Management, vol. 31, no. 2, 207–34.
7.
Grasa, A. A.1989, Econometric Model Selection: A New Approach, Kluwer Academic Publishers, Dordrecht.
8.
Gray, S., Mirkovic, A. & Ragunathan, V.2006, ‘The determinants of credit ratings: Australian evidence’, Australian Journal of Management, vol. 31, no. 2, 337–54.
9.
Hillegeist, S. A., Keating, E. K., Cram, D. P., & Lundstedt, K. G.2004, ‘Assessing the probability of bankruptcy’, Review of Accounting Studies, vol. 9, pp. 5–34.
10.
Horrigan, J. O.1966, ‘The determination of long-term credit standing with financial ratios’, Journal of Accounting Research, vol. 4, pp. 44–62.
11.
Kaplan, R.S., & Urwitz, G.1979, ‘Statistical models of bond ratings: A methodological inquiry’, Journal of Business, vol. 52, no. 2, 231–61.
12.
Merton, R. C.1974, ‘On the pricing of corporate debt: The risk structure of interest rates’, Journal of Finance, vol. 29, no. 2, 449–70.
13.
Ohlson, J. A.1980, ‘Financial ratios and the probabilistic prediction of bankruptcy’, Journal of Accounting Research, vol. 18, no. 1, 109–31.
14.
Pinches, G. E., & Mingo, K. A.1973, ‘A multivariate analysis of industrial bond ratings’, Journal of Finance, vol. 28, no. 1, 1–18.
15.
Pogue, T. F., & Soldofsky, R. M.1969, ‘What is in a bond rating?’, Journal of Financial and Quantitative Analysis, vol. 4, no. 2, 201–28.
16.
Shumway, T.2001, ‘Forecasting bankruptcy more accurately: A simple hazard model’, Journal of Business, vol. 74, no. 1, 101–24.
17.
Standard and Poor's, 2003, Corporate Ratings Criteria, Standard and Poor's Corporation, New York, www2.standardandpoors.com/spf/pdf/fixedincome/ CorpCrit2003r-jun.pdf
18.
Vassalou, M., & Xing, Y.2004, ‘Default risk in equity returns’, Journal of Finance, vol. 59, no. 2, 831–68.
19.
Zmijewski, M. E.1984, ‘Methodological issues related to the estimation of financial distress prediction models’, Journal of Accounting Research, vol. 22, pp. 59–82.