Skip to main content
Top

2020 | OriginalPaper | Chapter

24. Prediction Ability of Selected Bankruptcy Models in the Period of Structural Changes

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Determining the financial stability of a business is a fundamental starting point for deciding on the evaluation of business strategies. A financially sound business is able to generate added value regularly during its business. Conversely, businesses in financial distress can negatively affect the country’s economic development. The aim of this paper was to evaluate the predictive ability of selected bankruptcy models in the period of structural changes between 2004 and 2016 in the Visegrad countries. Bankruptcy prediction models such as Altman’s bankruptcy model, Index IN05, and Taffler’s bankruptcy model were used to meet the objective of the paper. Furthermore, econometric-statistical methods. The predictive capability results show that the Altman’s model achieved the highest average abilities, which proved more than 70% of businesses to rank the company financially weak. On the other hand, the sensitivity analysis showed that the IN05 index was the most stable model. Taffler’s model has proved to be the least suitable for practical use on businesses in the Visegrad countries.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
go back to reference Altman, E. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance, 23(4), 589–609. Altman, E. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance, 23(4), 589–609.
go back to reference Altman, E. (2006). Corporate financial distress and bankruptcy (3rd ed.). New Jersey: Wiley. Altman, E. (2006). Corporate financial distress and bankruptcy (3rd ed.). New Jersey: Wiley.
go back to reference Basovníková, M., Konečný, M., Dubový, R., & Masařová, A. (2018). The use of the altman model in evaluation of economic performance of a corporation in the crisis period in the building sector in the Czech Republic. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 66, 409–421. Basovníková, M., Konečný, M., Dubový, R., & Masařová, A. (2018). The use of the altman model in evaluation of economic performance of a corporation in the crisis period in the building sector in the Czech Republic. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 66, 409–421.
go back to reference Beaver, W. (1966). Financial ratios as predictors of failure. Journal of Accounting Research, 4(1), 71–111. Beaver, W. (1966). Financial ratios as predictors of failure. Journal of Accounting Research, 4(1), 71–111.
go back to reference Brooks, C. (2002). Introductory econometrics for finance. Cambridge: Cambridge University. Brooks, C. (2002). Introductory econometrics for finance. Cambridge: Cambridge University.
go back to reference Csikosova, A., Janoskova, M., & Culkova, K. (2019). Limitation of financial health prediction in companies from post-communist countries. Journal of Risk and Financial Management, 12(15). Csikosova, A., Janoskova, M., & Culkova, K. (2019). Limitation of financial health prediction in companies from post-communist countries. Journal of Risk and Financial Management, 12(15).
go back to reference Dorgai, K., Fenyves, V., & Sutó, D. (2016). Analysis of commercial enterprises solvency by means of different bankruptcy models. Gradus, 3(1), 341–349. Dorgai, K., Fenyves, V., & Sutó, D. (2016). Analysis of commercial enterprises solvency by means of different bankruptcy models. Gradus, 3(1), 341–349.
go back to reference Dougherty, C. (2011). Introduction to econometrics (4th ed.). New York: Oxford University Press. Dougherty, C. (2011). Introduction to econometrics (4th ed.). New York: Oxford University Press.
go back to reference Gavurová, B., Janke, F., & Packová, M. (2017a). Analysis of impact of using the trend variables on bankruptcy prediction models performance. Journal of Economics, 65(4), 370–383. Gavurová, B., Janke, F., & Packová, M. (2017a). Analysis of impact of using the trend variables on bankruptcy prediction models performance. Journal of Economics, 65(4), 370–383.
go back to reference Gavurová, B., Packová, M., Misanková, M., & Smrčka, L. (2017b). Predictive potential and risks of selected bankruptcy prediction models in the slovak business environment. Journal of Business Economics and Management, 18, 1156–1173. Gavurová, B., Packová, M., Misanková, M., & Smrčka, L. (2017b). Predictive potential and risks of selected bankruptcy prediction models in the slovak business environment. Journal of Business Economics and Management, 18, 1156–1173.
go back to reference Gruszczynski, M. (2014). Financial distress of companies in Poland. International Advances in Economic Research, 10(4), 249–256. Gruszczynski, M. (2014). Financial distress of companies in Poland. International Advances in Economic Research, 10(4), 249–256.
go back to reference Kubíčková, D., & Jindřichovská, I. (2015). Finanční analýza a hodnocení výkonnosti firmy. Praha: C. H. Beck. Kubíčková, D., & Jindřichovská, I. (2015). Finanční analýza a hodnocení výkonnosti firmy. Praha: C. H. Beck.
go back to reference Liou, D., & Smith, M. (2007). Macroeconomic variables and financial distress. Journal of Accounting Business and Management, 14, 17–31. Liou, D., & Smith, M. (2007). Macroeconomic variables and financial distress. Journal of Accounting Business and Management, 14, 17–31.
go back to reference Machek, O. (2014). Long-term predictivity ability of bankruptcy models in the Czech Republic: Evidence from 2007–2012. Central European Business Review, 3, 14–17. Machek, O. (2014). Long-term predictivity ability of bankruptcy models in the Czech Republic: Evidence from 2007–2012. Central European Business Review, 3, 14–17.
go back to reference Neumaierová, I., & Neumaier, I. (2005). Index 05. In Evropské finanční systémy: Sborník příspěvků z mezinárodní vědecké conference (pp 143–146). Brno: Masarykova univerzita v Brně. Neumaierová, I., & Neumaier, I. (2005). Index 05. In Evropské finanční systémy: Sborník příspěvků z mezinárodní vědecké conference (pp 143–146). Brno: Masarykova univerzita v Brně.
go back to reference Taffler, R. (1983). The assessment of company solvency and performance using a statistical model. Accounting and Business Research, 15(52), 295–308. Taffler, R. (1983). The assessment of company solvency and performance using a statistical model. Accounting and Business Research, 15(52), 295–308.
Metadata
Title
Prediction Ability of Selected Bankruptcy Models in the Period of Structural Changes
Author
Tomáš Pražák
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-38253-7_24

Premium Partner