Acta Univ. Bohem. Merid. 2014, 17(2):103-111 | DOI: 10.32725/acta.2014.007656
Which Altman Model Do We Actually Use?
- Tomas Bata University in Zlín
Keywords: Prediction of bankruptcy, Altman model, Misinterpretation, small enterprises, one-sample t-test
The aim of this paper is to critically evaluate the terms that are described by various authors in Czech literature, compare those terms with the terms used by the original Altman model, use data from selected enterprises to show whether enterprises could be considered at risk of bankruptcy due to such inaccuracies and verify whether the average Z-score values for small enterprises within the Zlín Region are greater than 3. The data were analysed using a one-sample t-test and the Altman model for enterprises that are not publicly-traded. Financial statements for 2007 through 2011 were used in the data analysis.
The one-sample t-test showed that the sample of 32 small enterprises from the Zlín Region had good financial health. The largest percentage change that was associated with a decline in performance was demonstrated when adding net profit to retained earnings (-16.64%). The largest percentage change that was associated with an improvement in performance was demonstrated when using current assets instead of working capital (33.07%). Replacing retained earnings with net profit reduced the enterprise's performance (a percentage change of -24.43%). Adding funds from profit and net profit to retained earnings reduced performance by 0.17 percentage points.
We recommend using net working capital to calculate the X1 ratio. Retained earnings should be used to calculate the X2 ratio. Only sales should be used to calculate the X5 ratio. For manufacturing enterprises that are not publicly-traded, we recommend using equation (8). Publicly-traded enterprises may use equation (2). Enterprises that provide services and enterprises in emerging markets may use equation (4).
JEL classification: C12, C81, G33, G34
Published: March 9, 2015 Show citation
References
- Altman, E. I. (1968). Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy. Journal of Finance, 23(4), 589-609, doi: 10.1111/j.1540-6261.1968.tb00843.x/abstract
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- Altman, E. I., Haldeman, R. G. & Narayanan, P. (1977). Zeta Analysis: A New Model to Identify Bankruptcy Risk of Corporations, Journal of Banking & Finance, 1(1), 29-54.
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- Gerantonis, N, Vergos K. & Christopoulos, A. G. (2009). Can Altman Z-score Models Predict Business Failures in Greece? Research Journal of International Studies, 12, 21-28.
- Grice, J. S. & Ingram, R. W. (2001). Tests of the Generalizability of Altman's Bankruptcy Prediction Model. Journal of Business Research, 54(1), 53-61. doi: 10.1016/S0148-2963(00)00126-0
Go to original source...
- Kislingerová, E. & Hnilica, J. (2005). Finanční analýza: krok za krokem. Praha: C. H. Beck.
- Knápková, A. & Pavelková, D. (2010). Finanční analýza: komplexní průvodce s příklady. Praha: Grada.
- Kovářík, M. & Klímek, P. (2011). Metody statistické analýzy: matematická statistika v programu XLStatistics. Zlín: Univerzita Tomáše Bati ve Zlíně.
- Landa, M. (2008). Jak číst finanční výkazy. Brno: Computer Press.
- Pitrová, K (2011). Possibilities of the Altman Zeta Model Application to Czech Firms. E + M Ekonomie a management, 3, 66-76.
- Valach, J. (1999). Finanční řízení podniku. Praha: Ekopress.
- Wang, Y. & Campbell, M. (2010). Do Bankruptcy Models Have Predictive Ability? Evidence Using China Publicly Listed Companies. International Management Review, 6(2), 77-82.
- Yap, B. Ch., Yong, D. G. & Poon, W. (2010). How Well Do Financial Ratios and Multiple Discriminant Analysis Predict Company Failure in Malaysia? International Research Journal of Finance and Economics, 54, 166-175.
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