What The Best Prediction Financial Distress With Compare Zmijewski, Altman Z-Score And Ohlson ?

Authors

  • Novi DARMAYANTI Universitas Islam Darul'Ulum, Indonesia
  • Muhammad ASRORI Politeknik Negeri Semarang, Inonesia
  • Damayanti DAMAYANTI YPPI Rembang University, Indonesia
  • Rikah RIKAH YPPI Rembang University, Indonesia
  • Ari KUNTARDINA STIE Cendekia Bojonegoro, Indonesia

DOI:

https://doi.org/10.38142/jtep.v3i3.785

Keywords:

Financial Distress, Bankruptcy, Zmijewski, Altman Z-Score, Ohlson

Abstract

financial distressis a condition where the company's finances are experiencing a loss because it is considered unable to pay its obligations when they are due. The increase in cigarette excise rates will certainly have an impact on the shares of cigarette issuers and result in an increase in the selling price of cigarettes which will allow the company to experience financial distress. Cigarette companies need to analyze the company's financial condition, in which companies can predict opportunities for financial distress. Among them are using bankruptcy prediction models, one of which is zmijewski, altman z-score and ohlson. The aim of the researchers was to determine the prediction of financial distress in cigarette companies listed on the IDX for the 2018-2022 period using the Zmijewski method, altman z-score and Ohlson. This research is a descriptive research,The results show that the Zmijewski method predicts all healthy companies, the Altman Z-Score method for three companies is said to be healthy and the Ohlson method has two companies in good health. Ohlson's method has a high degree of accuracy72% with Typel Elrror 1 at 20% and Typel Elrror II at 8%. So that the Ohlson model is the most appropriate to use in predicting financial distress in cigarette companies listed on the Indonesian Efek Exchange (BEI).

References

Angela Dirman. (2022). FINANCIAL DISTRESS: THE IMPACTS OF PROFITABILITY, LIQUIDITY, LEVERAGE, FIRM SIZE, AND FREE CASH FLOW. 22(2011), 17–25.

Ardi, MFS, Desmintari, D., & Yetty, F. (2020). Financial Performance Analysis of Financial Distress in Textile and Garment Companies on the IDX. Unified Scientific Journal of Accounting, 8(3), 309–318. https://doi.org/10.37641/jiakes.v8i3.383

Asmaradana Langgam Bujang, SMD (2022). Financial Distress Analysis with the Altman, Grover, Springate, Zmijewski, and Ohlson Models for Consumer Services Subsector Companies listed on the IDX. Journal of Computer Science, Economics and Management (JIKEM), 2(1), 1325–1341.

Darmayanti, N. (2020). Bankruptcy Prediction Analysis of Stock Prices Using the Zmijewski and Springate Models (Empirical Study of Oil and Gas and Coal Mining Sub-Sector Companies Listed in Bei in 2016-2018). Ekonika : Journal of Economics, Kadiri University, 5(2), 157. https://doi.org/10.30737/ekonika.v5i2.848

Darmayanti, N., Africa, LA, & Mildawati, T. (2021). the Effect of Audit Opinion, Financial Distress, Audit Delay, Change of Management on Auditor Switching. International Journal of Economics and Finance Studies, 13(1), 173–193. https://doi.org/10.34109/ijefs.202112230

Elvama, A., Fitriadi, A., Nasyaroeka, J., & Oktarina, K. (2021). ANALYSIS MODELS BY ALMATN, SPRINGATE, GROVER, OHLSON & ZMIJEWSKI AS AN EARLY WARNING SYSTEM FOR THE PREDICTION OF FINANCIAL DISTRESS. Journal of Echoes of Economics, 11(1), 1780–1802. https://e-jurnal.stieprasetiyamandiri.ac.id/index.php/gem/article/view/309

Farha. (2022). Comparison of the Accuracy of Bankruptcy Prediction Models (Altman, Springate, Zmijewski, Grover and Taffler Models). Solids, 12(1), 1–7.

Hasti, WW, Maryani, M., & Makshun, A. (2022). The Effect of Leverage, Capital Structure, and Company Size on Financial Performance in the Mining Sector Companies. 2(2), 139–150.

Hidayati, FW, Jhoansyah, D., Deni, R., & Danial, M. (2021). ANALYSIS OF THE ALTMAN MODEL, THE ZMIJEWSKI MODEL AND THE OHLSON MODEL TO PREDICT FINANCIAL DISTRESS. Indonesian Journal of Social Science, 2(2), 230–240.

Husna, LJ (2021). PREDICTING COMPANY FINANCIAL DISTRESS IN.

Hutabarat, F. (2020). ANALYSIS OF THE COMPANY'S FINANCIAL PERFORMANCE (G. Pusptasi (ed.); pp. 1–108). Desanta Muliavisitama Publisher.

Kamaluddin, A., Ishak, N., & Mohammed, NF (2019). Financial distress prediction through cash flow ratios analysis. International Journal of Financial Research, 10(3), 63–76. https://doi.org/10.5430/ijfr.v10n3p63

Khotmi, H. (2020). Comparative Analysis of Company Bankruptcy Prediction with the Altman Z-Score, Springate, and Grover Models. Valid Scientific Journal, 17(2), 162–173.

Monavia Ayu Rizaty. (2022). INDONESIAN CIGARETTE PRODUCTION DOWN TO 323.9 BILLION CIGPS AS PER 2022. DataIndonesia.Id. https://dataindonesia.id

Munawarah, M., Wijaya, A., Fransisca, C., Felicia, F., & Kavita, K. (2019). The accuracy of the Altman Score, Zmijewski Score, Grover Score, and Fulmer Score in determining Financial Distress in Trade and Service Companies. Owner, 3(2), 278. https://doi.org/10.33395/owner.v3i2.170

Murwani Wulansari. (2023). BANKRUPTCY PREDICTION ANALYSIS USING THE ALTMAN Z – SCORE METHOD AT PT. ASTRA OTOPARTS TBK. 7(November 2022), 268–276.

Oktaviani, B., Hizai, A., & Mirdah, A. (2020). The Effect of Liquidity, Profitability, Leverage and Company Size on Financial Distress in Mining Companies Listed on the Indonesia Stock Exchange in 2015-2018. Jambi Accounting Review, 1(April), 20-34.

Pranav Nittala SVN Pavan Raghava , Ummidi Siva Krishna, ZA and AC (2020). ALTMAN AND OHLSON MODEL IN PREDICTING DISTRESS OF INDIAN COMPANIES: A COMPARISON OF MODELS. 7(2019), 4158–4167.

Rahayu, Yuliastuti, Yahya and Idayati, F. (2022). Analysis of Using the Ohlson Score (O-Score) Model to Predict Financial Distress in Textile and Garment Companies. Braz Dent J., 33(1), 1–12.

Salim, MN, & Ismudjoko, D. (2021). An Analysis of Financial Distress Accuracy Models in Indonesia Coal Mining Industry: An Altman, Springate, Zmijewski, Ohlson and Grover Approaches. 2020(2015), 1–12. https://doi.org/10.32996/jefas

Septian, A., & Cahyaningdyah, D. (2020). Analysis of The Bankruptcy of Companies with Altman Model and Ohlson Model. 9(3).

Setyaningrum, KD, Dorkas, A., Atahau, R., Madea, I., Management, PS, Kristen, U., Wacana, S., Distress, F., & Manufaktur, P. (2020). Z-SCORE ANALYSIS IN MEASURING FINANCIAL PERFORMANCE TO PREDICT BANKRUPTCY OF MANUFACTURING COMPANIES DURING THE COVID-19 PANDEMI A manufacturing company is a business entity whose main activity is to process raw materials into finished goods, therefore t. 3(2), 74–87.

Sudrajat, MA, & Wijayanti, E. (2019). ANALYSIS OF PREDICTION OF BANKRUPTCY (FINANCIAL DISTRESS) WITH COMPARISON OF THE ALTMAN, ZMIJEWSKI AND GROVER MODELS. 3(2).

Sugiyono. (2018). Business Research Methods (Suryandari Sofia Yustiyani (ed.); 3rd ed., pp. 2–398). ALPHABETA,CV.

Wahyuni, SF, & Rubiyah. (2021). Financial Distress Analysis Using the Altman Z-Score, Springate, Zmijeski and Grover Methods for Plantation Sector Companies Listed on the Indonesia Stock Exchange. MANIEGGIO: Scientific Journal of Master of Management, 4(1), 62–72.

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Published

2023-07-31

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