Authors: George A. Papanastasopoulos
Addresses: Department of Banking and Financial Management, University of Piraeus, 80, Karaoli & Dimitriou Street, Piraeus GR-185 34, Greece; Department of Economics, School of Management and Economics, University of Peloponnese, Tripolis Campus, GR-22100, Greece
Abstract: In this paper, we use option based measures of financial performance that utilise market information in a binary probit regression to examine their informational context and properties as distress indicators and to estimate default probabilities for listed firms. We then enrich them with fundamentals that utilise accounting information. The results suggest that, by adding accounting information from financial statements to market information from equity prices, we can improve both in sample fitting and out of sample predictability of defaults. Therefore, option theory does not generate sufficient statistics of the actual default frequency. Our main conclusion is that, while market information can be extremely valuable, it is most useful when coupled with accounting information in assessing the default risk of listed firms.
Keywords: default risk; fundamentals; options theory; financial performance; distress indicators; accounting information; financial statements; market information; equity prices; listed firms.
International Journal of Accounting, Auditing and Performance Evaluation, 2007 Vol.4 No.3, pp.305 - 331
Published online: 15 Dec 2007 *Full-text access for editors Access for subscribers Purchase this article Comment on this article