Assessing the Probability of Failure by Using Altman’s Model and Exploring its Relationship with Company Size: An Evidence from Indian

Abstract

Corporate failure is the situation when a firm becomes unable to pay debts when they come due and the market value of assets becomes lower than its total liabilities. The purpose of the paper is to explore the relationship between firm size and probability of failure for Indian steel sector companies by employing regression model. Altman’s Z-score model has been used to derive the firm’s probability of failure, whereas total assets and total sales are utilized as indicators for firm’s size. The results indicate that size is inversely related to the probability of failure. With an increase in the size of the firm; probability of failure decreases and vice-versa.

  • Page Number : 167-180

  • Keywords
    corporate failure, Altman’s model, probability of failure, Altman Z-score model

  • DOI Number
    https://doi.org/10.15415/jtmge.2017.82003

  • Authors

    • Ravi SinglaUniversity School of Applied Management,Punjabi University, Patiala, Punjab
    • Gurmeet SinghUniversity School of Applied Management,Punjabi University, Patiala, Punjab

References

  • Agarwal V., Taffler R. J. (2005), “Twenty five years of Z-score in the UK: Do they really work?” Version 5.1, December 7, 2005, pp.1-36.
  • Agarwal T., Taffler R. (2008), “Comparing the performance of market-based and accounting- based bankruptcy prediction models” Journal of Banking & Finance, Vol. 32, pp. 1541-1551. https://dx.doi.org/10.1016/j.jbankfin.2007.07.014.
  • Alareeni B. and Branson J. (2013), “Predicting Listed Companies’ Failure in Jordan Using Altman Models: A Case Study.” International Journal of Business and Management, Vol. 8, No. 1, ISSN 1833-3850, E-ISSN 1833-8119, pp. 113-126. https://dx.doi.org/10.5539/ijbm. v6n3p208.
  • Altman E. I. (1968). Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy”, The Journal of Finance, 23(4), 589-609. https://dx.doi.org/10.2307/2978933.
  • Altman E. I., Drozdowska M. I., Laitinen E. K., Suvas A. (2014), “Distressed Firms and Bankruptcy Prediction in an International Context: A review and empirical analysis of Altman’s Z-Score Model.” http://people.stern.nyu.edu/ealtman/IRMC2014ZMODELpaper1.pdf. https://dx.doi.org/10.1111/jifm.12053.
  • Anjum S. (2012). Business Bankruptcy Prediction Models: A Significant Study of Altman’s Z-score Model”, Asian Journal of Management Research,3(1), 212-219.
  • Beaver W. H., (1966). Financial ratios as predictors of Failure. Journal of Accounting Research, 4, 71-111.
  • Celli M. (2015). Can Z-Score Model Predict Listed Companies’ Failure in Italy? An Empirical Test. International Journal of Business and Management, 10(3), 57-66. http://dx.doi. org/10.5539/ijbm.v10n3p57.
  • Dichev D. I. (1998), “Is the Risk of Bankruptcy a Systematic Risk?” The Journal of Finance, Vol. 53, No. 3, pp. 1131-1147. http://dx.doi.org/10.1111/0022-1082.00046.
  • Grice J. S., Ingram R. W. (2001). “Tests of the generalizability of Altman’s bankruptcy prediction model”. Journal of Business Research, 54, 53-61. https://doi.org/dx.10.1016/S0148- 2963(00)00126-0.
  • Karamzadeh M.S. (2013). “Application and Comparison of Altman and Ohlson Models to predict bankruptcy of companies”. Research Journal of Applied Sciences, Engineering and Technology,5(6), 2007-2011.
  • Moyer R. C. (1977). “Forecasting Financial failure: A Re-Examination”. Financial Management, 6(1), 11-17.
  • Ohlson J. A. (1980). “Financial Ratios and the Probabilistic Prediction of Bankruptcy”. Journal of Accounting Research,18(1), 109-131.
  • Rayalaseema and Muhammad P. (2012). Business bankruptcy prediction models: A significant study of the Altman’s Z-score model. Asian Journal of Management Research, 3(1), 212- 219. http://dx.doi.org/10.2139/ssrn.2128475.
  • Ray Sarbapriya (2011). Assessing corporate financial distress in automobile industry of India: An application of Altman’s model. Research Journal of Finance and Accounting, 2(3), 155-168. https://dx.doi.org/10.18311/sdmimd/2017/15726.
  • Thai B. S., Goh H. H., and Teh B. H. (2014), “A Revisited of Altman’s Model for Companies Listed in Bursa Malaysia.” International Journal of Business and Social Science, Vol. 5, No. 12, pp. 197-207.
  • Vassalou M., Xing Y. (2004), “Default Risk in Equity Returns.” The Journal of Finance, Vol. LIX, No.2, pp. 831-868.

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