Open Access Articles

Predicting the Financial Distress of Companies Using Piotrowski's F-Score Model

Authors

  • Bardia Khalilian * Department of Management and International Business (MIB), University of Auckland, 1142 Auckland, New Zealand.

https://doi.org/10.22105/aaa.v1i1.17

Abstract

Financial distress is a severe issue for the economic life of countries, and its prediction is of great importance for different groups of users, including managers, banks, investors and policymakers. Therefore, this research aims to predict the financial distress of companies listed on the Tehran Stock Exchange using Piotrowski's F-Score model. For this purpose, company information was collected for 113 companies in 9 years from 2014 to 2022. The multivariable regression method based on the logistic analysis was used to test research hypotheses. The study results indicate a negative and significant relationship between the Piotroski F score and the possibility of financial distress. In other words, Piotrowski's F-Score model is well able to predict helpless companies so that companies can prevent their bankruptcy by making correct and logical decisions. Also, the results showed that the increase in operating cash flow and efficiency assets and reduction of accruals could reduce companies' financial distress in the Tehran Stock Exchange.     

Keywords

Financial distress Forecasting Piotroski
References (23)
  1. [1] Mehrani, S., Kamyabi, Y., & Ghayour, F. (2020). Effects of accounting and non-accounting indices on financial distress prediction: comparing parametric and non-parametric methods. Empirical research in accounting, 9(4), 49–72. (In Persian). https://doi.org/10.22051/jera.2017.13643.1577

  2. [2] Brown, L. (2017). Bankruptcydata releases its annual corporate bankruptcy report. https://B2n.ir/gt2478

  3. [3] Rahman, M., Sa, C. L., & Masud, M. A. K. (2021). Predicting firms’ financial distress: an empirical analysis using the F-score model. Journal of risk and financial management, 14(5). DOI:10.3390/jrfm14050199

  4. [4] Hernandez Tinoco, M., & Wilson, N. (2013). Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables. International review of financial analysis, 30, 394–419. DOI:10.1016/j.irfa.2013.02.013

  5. [5] Janes, T. D. (2005). Accruals, financial distress, and debt covenants.

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How to Cite

Khalilian , B. (2024). Predicting the Financial Distress of Companies Using Piotrowski’s F-Score Model. Accounting and Auditing With Applications , 1(1), 9-16. https://doi.org/10.22105/aaa.v1i1.17

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