This study tests the accuracy of the Altman
bankruptcy prediction model for a wide private companies’ samplethat went bankrupt in the
years 1985 to 2013. Financial ratios used in the model calculations, Z’-Score
(Altman’s Z for private companies) also provide useful information on the
solvency and probability of bankruptcy for privately held companies from the
sample. The findings do not support the assertion that the Z’-Score can be
generalized to countries and sectors different from industrial sector. The
general number of bankruptcies may be an antecedent variable to certain
economic and/or financial crises, but the results indicate a correct
identification of bankruptcy risk only to two thirds of the sample of
companies.
References
[1]
Bressan, V.G.F., Braga, M.J. and Bressar, A.A. (2004) Análise de risco de insolvência pelo modelo de Cox: Uma aplicacao prática. Revista administracao de empresas, v. 44, número espacial, Sao Paulo.
[2]
Altman, E.I. (1968) Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy. Journal of Finance, 23, 589-609.
https://doi.org/10.1111/j.1540-6261.1968.tb00843.x
[3]
Caouette, J.B., Altman, E.I., Narayanan, P. and Nimmo, R. (2008) Managing Credit Risk: The Great Challenge for the Global Financial Markets. 2nd Edition, John Wiley & Sons, New York. https://doi.org/10.1002/9781118266236
[4]
Altman, E.I. (1993) Corporate Financial Distress and Bankruptcy. 2nd Edition, John Wiley & Sons, New York.
[5]
Altman, E.I. and Hotchkiss, E. (2005) Corporate Financial Distress and Bankruptcy: Predict and Avoid Bankruptcy, Analyze and Invest in Distressed Debt. 3rd Edition, John Wiley & Sons, New York. https://doi.org/10.1002/9781118267806
[6]
Muminovic, S. (2013) Revaluation and Altman’s Z-Score—The Case of the Serbian Capital Market. International Journal of Finance and Accounting, 2, 13-18.
[7]
Pok, W.C. (2012) Analysis of Syariah Quantitative Screening Norms among Malaysia Syariah-Compliant Stocks. Investment Management and Financial Innovations, 9, Issue 2.
[8]
Mantziaris, S.Z. (2015) Bankruptcy Prediction Models: An Empirical Analysis of Altman’s Z-Score Model in Forty Greek Companies in the Period of Economic Recession. Dissertation, School of Business Administration, Department of Accounting and Finance, University of Macedonia.
[9]
El Khoury, E.; Al Beaino, R. (2014) Classifying Manufacturing Firms in Lebanon: An Application of Altman’s Model. Procedia—Social and Behavioral Sciences, 109, 11-18. https://doi.org/10.1016/j.sbspro.2013.12.413
[10]
Muminovic, S., Pavlovic, V. and Cvijanovic, J.M. (2011) Predictive Ability of Various Bankruptcy Prediction z-Score Models for Serbian Publicly Listed Companies. Economics Institute a.d. Beograd, Industrial, v.39, issue 3, pp. 1-12.
[11]
Zhang, T. and Ellinger, P.N. (2006) Credit Risk and Financial Performance Assessment of Illinois Farmers: A Comparison of Approaches with Farm Accounting Data. American Agricultural Economics Association Annual Meeting, Long Beach, CA, 23-26 July 2006.