Bankruptcy models are used to assess credit risk and predict financial situation to indicate the probable bankruptcy of the company. Contribution deals with the application of chosen bankruptcy models in analysing and predicting the financial health of selected companies. Most of the models have been developed abroad. In case of Slovak Republic, its application and correctness of the results can be problematic; therefore, we have focused primarily on those that have emerged in countries with a similar economy. We have calculated the selected prediction models in a sample of 500 Slovak enterprises. Predictive ability lower than 64% is considered as unfavourable. As part of the contribution, based on expert literature and relevant legislation, we have defined the criteria that allow to divide businesses into two groups: prosperous and non-prosperous. In the end, we compared the results of the selected models with the inclusion of enterprises in a prosperous and non- prosperous group based on the criteria set by us. We also dealt with examining of error types I (when an enterprise in bad financial condition is included in a non-bankruptcy group) and II (when an enterprise in good financial condition is included in a bankruptcy group). The aim is to analyse the predictive ability of the selected bankruptcy models.
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Abiodun S. Ullrich F. & Mueller K. (2017). Financial issues challenging sustainability of rural pharmacies. American Journal of Medical Research (4) 147-161.
Act no. 7/2005 Coll. on Bankruptcy and Restructuring
Altman E. I. (2005). Corporate Financial Distress and Bankruptcy New York 156.
Cisko S. & Kliestik T. (2013). Financny manazment podniku II. Zilina: EDIS Publishers Zilina.
Fanelli V. & Ryden A. K. (2018). Pricing a swing contract in a gas sale company. Economics Management and Financial Markets (3) 40-55.
Svabova L. & Kral P. (2016). Selection of Predictors in Bankruptcy Prediction Models for Slovak Companies. In 10th International days of statistics and economics. Conference proceedings 1759-1768.
Gulka M. (2016). Model Predikcie Úpadku Obchodných Spoločností Podnikajúcich v Podmienkach SR. Biatec (2) 5-9.
Gurcik L. (2002). G-index – Metóda Predikcie Finančného Stavu Poľnohospodárskych Podnikov. Agricultural Economics (48) 373–378.
Chrastinova Z. (1998). Metódy hodnotenia ekonomickej bonity a predikcie finančnej situácie poľnohospodárskych podnikov. Bratislava: Výskumný ústav ekonomiky poľnohospodárstva a potravinárstva.
Jones F. L. (1987). Current techniques in bankruptcy prediction. Journal of Accounting Literature (6) 131-164.
Mousavi M M. Ouenniche J. & Xu B. (2015). Performance Evaluation of Bankruptcy Prediction Models: An Orientation-free Super-efficiency DEA-based Framework. International Review Of Financial Analysis (42) 64- 75.
Neumaierova I. & Neumaier I. (2005). Index IN05. In Evropske finančni systemy: Sbornik přispěvků z mezinarodni vědecke konference. 143 – 147.
Rowland Z. Dvorakova L. & Rousek P. (2016). Determination of bankruptcy model of transport companies in the Czech Republic by using multiple discriminant analysis. Ekonomicko-manazerske spektrum (10) 32-46.
Virag M. & Kristof T. (2005). Neural Networks in Bankruptcy Prediction: A Comparative Study on the Basis of the First Hungarian Bankruptcy Model Acta Oeconomica (55) 403-426.
Weissova I. & Durica M. (2016). The possibility of using prediction models for monitoring the financial health of Slovak companies. In Managing and modelling of financial risks : 8th international scientific conference 1062-1070.
Weissova I. & Gregova E. (2016). The Role of Selected Variables in the Issue of Credit Risk of Company. In ISSGBM International Conference on Information and Business Management (ISSGBM-IB 2016) Lecture Notes in Management Science (61) 60-66.
Zavgren C.V. (1985). Assessing the vulnerability to failure of American industrial firms: a logistic analysis. Journal of Business Finance & Accounting (12) 19-45.