Main Article Content

Abstract

This research aims to find out and analyze conditions financial distress in mining sector companies listed on the Stock Exchange Indonesia for the 2019-2023 period using the Altman Z prediction model Score, Springate, Zmijewski and Grover. The sample companies are: used in this research were 33 companies obtained by purposive sampling and observations for 5 years to obtain the sample size into 165 samples. The type of data used is secondary data, meanwhile data retrieval techniques obtained from historical data of mining companies, financial reports published by the Indonesian Stock Exchange and literature studies. Technique The data analysis used is a parametric statistical test, namely the Paired Sample test t-test and test the accuracy of the prediction model with the condition that the data must be distributed normal. The results of this study show significant differences between Altman, Springate, Zmijewski, and Grover models in predicting financial distress, and the highest level of accuracy achieved by the Zmijewski model with level accuracy of 94%

Keywords

Financial Distress, Altman Z-Score, Springate, Zmijewski, Grover

Article Details

How to Cite
Wahyuni, I. A., Laba, A. R., & Rahim, F. R. . (2025). Comparative Analysis of Altman Method Measurement, Springate, Zmijewski and Grover In Predicting Financial Distress. Economics and Digital Business Review, 5(2), 674–687. https://doi.org/10.37531/ecotal.v5i2.1700

References

  1. Alfiansyach, A, & Muyassaroh. (2024). Analisis Financial Distress Menggunakan Metode Altman Z-Score, Springate, Zmijewski Pada PT Garuda Indonesia (Persero) Tbk Periode 2018-2021. International & National Conference on Accounting and Fraud Auditing, 1-23.
  2. Altman, E. I. (1968). Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy. Jurnal of Finance, 589-609.
  3. Anastasia, E. R., & Riza, F. (2023). Accuracy Analysis of Financial Distress Prediction Models for Companies on the IDX Watchlist Board in 2020-2022 Period. Dinasti International Journal of Economics, Finance and Accounting , 681-689.
  4. Azzahra, N., Fadilah, S., & Pramono, I. P. (2024). Pengaruh Financial Distress terhadap Integritas Laporan Keuangan pada Perusahaan Pertambangan Sub Sektor Batubara yang Terdaftar di Bursa Efek Indonesia Tahun 2017-2021. Bandung Conference Series: Accountancy , 321-328.
  5. Beaver, W. H. (1996). Financial Ratios As Predictors Of Failure . Journal of Accounting Research, 71-111.
  6. Chairunisa, A. A. (2017). Analisis Tingkat Kebangkrutan Pada Perusahaan Pertambangan Batubara yang Terdaftar di Bursa Efek Indonesia. Jurnal Ekonomi, 14-28.
  7. Cipta, R. S. (2021). Analisa Financial Distress Menggunakan Metode Altman (Z-Score) untuk Memprediksi Kebangkrutan pada Perusahaan Pelayaran yang Terdaftar di BEI 2016-2019. Jurnal Inovatif Mahasiswa Manajemen, 124-138.
  8. Dalimunte, N. D., Putri, T. R., & Sunardi, N. (2023). Implementation and Accuracy Testing of a Financial Distress Prediction Model in Indonesian Property and Real Estate Companies. Indonesian Development of Economics and Administration Journal, 12-22.
  9. Fanny, T. A., & Retnani, E. D. (2017). Analisis Perbandingan Model Pediksi Financial Distress pada Sub Sektor Perkebunan. Jurnal Ilmu dan Riset Akuntansi, 1-15.
  10. Ghozali, I. (2018). Aplikasi Analisis Multivariate dengan Program IBM SPSS Edisi Sembilan. Semarang: Badan Penerbit Universitas Diponegoro.
  11. Handayani, A. (2018). Prediksi Financial Distress pada Sektor Pertambangan. Accounting and Management Journal, 107-114.
  12. Intansari, N. P., Sudrajat , & Azhar , R. (2023). Comparison of The Grover, Zmijewski, and Springate Methods in Predicting Financial Distress (Case Study of Pharmaceutical Companies Listed on the IDX 2019-2021). Asian Journal Of Economics and Business Management , 335-341.
  13. Irman, M., Halim, A. G., Wati, Y., Okalesa, & Andi. (2022). Financial Distress Using Grover, Foster, Springate, and Altman (Z-Score) Methods. Procuratio : Jurnal Ilmiah Manajemen, 315-324.
  14. Kason, Angkasa, C., Gozali, Y., Wijaya, R. A., & Hutahean, T. F. (2020). Analisis Perbandingan Keakuratan Memprediksi Financial Distress dengan Menggunakan Model Grover, Springate dan Altman Z-Score pada Perusahaan Pertambangan yang Terdaftar di Bursa Efek Indonesia pada tahun 2013-2017. Jurnal Ilmiah MEA ( Manajamen, Ekonomi dan Akuntansi, 441-458.
  15. Khairiyah, A., & Affan, N. (2023). Pengaruh Likuiditas dan Leverage Terhadap Kondisi Financial Distress Pada Perusahaan Manufaktur Yang Terdaftar di Bursa Efek Indonesia . KINERJA: Jurnal Ekonomi dan Manajemen, 266-273.
  16. Kisman, Z., & Krisandi, D. (2019). How to Predict Financial Distress in the Wholesale Sector : Lesson from Indonesia Stock Exchange. Journal of Economics and Business, 569-585.
  17. Komarudin, Syafnita, & Ilmiani, A. (2019). Analisis Komparasi Prediksi Financial Distress Metode Grover, Altman, Springate, Zmijewski dan Ohlson pada Perusahaan Pertambangan di BEI. Jurnal Ekonomi dan Bisnis, 36-43.
  18. Leki, R. (2017). Penerapan Model Altma Z-Score dalam Mengukur Potensi Kebangkrutan (Studi Kasus Pada Perusahaan Perbankan BUMN yang Terdaftar di Bursa Efek Indonesia Tahun 2014 dan 2015). Kindai, 83-100.
  19. Li, Z., Crook, J., Andreeva, G., & Tang, Y. (2019). Predicting The Risk of Financial Distress using Corporate Governance Measures. Pacific - Basin Finnace Journal, 1-32. doi:https://doi.org/10.1016/j.pacfin.2020.101334
  20. Listyarini, F. (2020). Analisis Perbandingan Prediksi Kondisi Financial Distress dengan Menggunakan Model Altman, Springate dan Zmijewski. Jurnal Bina Akuntansi, 1-20.
  21. Mavengere, K., & Gumede, P. (2024). Financial Distress Prediction Competence of The Altman Z Score and Zmijewski Model Evidence From Selected Zimbabwe Stock Exchange Firms. Journal of Economics, Finance and Accounting, 9-15.
  22. Mustafa, I., Rahmatika, D. N., & Akyuwen, R. (2022). Analysis of Financial Distress with The Altman, Springate, Zmijewski, Grover, and Taffler Models in The Consumer Cyclicals Sector in The Covid-19 Pandemic. Permana : Jurnal Perpajakan, Manajemen, Dan Akuntansi, 326-333.
  23. Octavia, A. N. (2023). Analisis Prediksi Kebangkrutan Menggunakan Metode Altman Z-Score pada PT. Dua Sahabat Sejati Borneo di Banjarbaru. Kindai, 49-59.
  24. Oktavianti, B., Hizai, A., & Mirdah, A. (2020). Pengaruh Likuiditas, Profitabilitas, Leverage dan Ukuran Perusahaan Terhaadap Financial Distress Pada Perusahaan Pertambangan Yang Terdaftar di Bursa Efek Indonesia Periode 2015-2018. Jambi Accounting Review (JAR) , 20-34.
  25. Platt, H. D., & Platt, M. B. (2002). Predicting Corporate Financial Distress: Reflections on ChoiceBased Sample Bias. Journal of Economics and Finance, 184-199.
  26. Pramesti, A. W., & Yuniningsih, Y. (2023). Comparative Analysis of The Accuracy Level of The Zmijewski, Springate, and Grover Models to Predict Financial Distress . American Journal of Humanities and Social Sciences Research (AJHSSR) , 164-172.
  27. Pratiwi, N. M., & Wiweko, H. (2022). Perbandingan Metode Altman Z- Score, Grover, Springate dan Zmijewski dalam Memprediksi Financial Distress pada Perusahaan Sektor Pertanian yang Terdaftar di Bursa Efek Indonesia. E-Journal Field of Economics, Business and Entrepreneurship (EFEBE), 98-107.
  28. Priambodo, D. (2018). Analisis Perbandingan Model Altman, Springate, Grover dan Zmijewski dalam Memprediksi Financial Distress ( Studi Empiris pada Perusahaan Sektor Pertambangan yang terdaftar di Bursa Efek Indonesia Periode 2012 - 2015). Jurnal Pendidikan Akuntansi, 1-10.
  29. Priyanti, M. W., & Riharjo, I. B. (2019). Analisis Metode Altman Z-Score, Springate dan Zmijewski Untuk Memprediksi Financial Distress. Jurnal Ilmu dan Riset Akuntansi, 1-15.
  30. Purwanti, L., Effendi, S. A., Ibrahim, M., Cahyadi, R. T., & Prakoso, A. (2024). Prediction and Comparison of Bankruptcy Models in Banking Sector Companies in Indonesia. Educational Administration: Theory and Practice , 4428-4440 .
  31. Putri, I. F., Widuri, T., & Muttaqien, Z. (2023). Analisa Prediksi Financial Distress dengan Metode Grover O-Score pada PT Tri Banyan Tirta Tbk Pada Tahun 2016-2020. Student Research Journal, 148-160.
  32. Putri, I. T., Hadiwibowo, I., & Azis, M. T. (2023). Springate, Ohlson, Altman Z - Score, Zmijewski, Grover, CA Score Model of Financial Distress Analysis in Retail Companies. AFEBI Economic and Finance Review (AEFR) , 89-102.
  33. Ramadhan, I., Sadalia, I., & Ayu, S. F. (2023). Analysis of Financial Distress in Plantation Companies on The Indonesia Stock Exchange For the 2018-2021 Period. European Journal of Economic and Financial Research, 141-156.
  34. Ramana, D. N., Reddy, M. S., & Sambasivudu, D. (2023). Financial Distress Analysis Using The Altman Z Score Model, The Springate Model, And The Grainger Model In The Indian Cement Industry. Journal of Namibian Studies, 298-311.
  35. Rezeki, R. T., Mardani, R. M., & Priyono, A. A. (2021). Analisis Financial Distress Pada Perusahaan Sektor Food and Beverage yang Terdaftar di Bursa Efek Indonesia Pada Masa Pandemi Covid-19. e - Jurnal Riset Manajemen, 34-47.
  36. Saputri, E. K., & Sari, E. P. (2024). Pengaruh Current Ratio, Debt To Asset Ratio, Total Asset Turnover Dan Return On Asset Terhadap Financial Distress (Model Altman Z-Score) Pada Perusahaan Subsektor Perkebunan Yang Terdaftar Di Bursa Efek Indonesia Periode 2019-2022. Management, Accounting, Islamic Banking and Islamic Economic Journal, 99-111.
  37. Sari, D. A., & Parulian. (2023). Analisis Perbandingan Metode Altman Z-Score, Springate dan Zmijewski dalam Memprediksi Financial Distress pada Perusahaan Pariwisata dan Rekreasi yang Terdaftar di BEI Periode 2018-2022. Journal of Economics and Business UBS, 2043-2057.
  38. Sitorus, Y. C. (2023). Bankruptcy Prediction Analysis with the Altman Z–Score, Springate and Zmijewski Models in Fisheries Sub Sector Companies Listed on the Indonesia Stock Exchange (IDX) for the 2019-2021 Period . Dinasti International Journal of Digital Business Management , 319-327.
  39. Springate, G. L. (1978). Predicting the Possibility of Failure in a Canadian Firm. Unpublised Master Thesis, Simon Fraser University.
  40. Sugiyono. (2022). Metode Penelitian Kuantitatif, Kualitatif dan R&D. Bandung: Alfabeta.
  41. Suryani. (2020). Pengaruh Profitabilitas, Leverage, Sales Growth dan Ukuran Perusahaan terhadap Financial Distress. Jurnal Online Insan Akuntan , 229-244.
  42. Utami, D. W., & Giovanni, A. (2020). Financial Distress Phenomenon of Non - financial Companies in Indonesia. Relevance : Jurnal of Management and Business, 175-188.
  43. Utami, M. A., Dali, R. M., & Yudiana. (2023). Analisis Working Capital Turnover dan Total Asset Turnover Terhadap Financial Distress. Accounting Global Jurnal, 1-13.
  44. Utari, A. D. (2021). Analisis Perbandingan Metode Zmijewski dan Grover dalam Memprediksi Kebangkrutan Bank yang Terdaftar pada BEI Tahun 2015-2019. Jurnal Ilmu Manajemen, 489-498.
  45. Wahyuni, S. F., & Rubiyah. (2021). Analisis Financial Distress Menggunakan Metode Altman Z-Score, Springate, Zmijewski dan Grover pada Perusahaan Sektor Perkebunan yang Terdaftar di Bursa Efek Indonesia. MANEGGIO : Jurnal Ilmiah Magister Manajemen, 62-72.
  46. Wulandari, E., & Fauzi, I. (2022). Analisis Perbandingan Potensi Kebangkrutan dengan Model Grover, Altman Z-Score, Springate dan Zmijewski Pada Perusahaan Real Estate dan Property di Bursa Efek Indonesia. Ekonomi, Keuangan, Investasi dan Syariah (EKUITAS), 109-117.
  47. Yolanda, R., & Mulyana, R. A. (2023). Determinan Financial Distress Pada Perusahaan Manufaktur di Indonesia. E-Jurnal Akuntansi TSM, 217-228.
  48. Zmijewski, M. (1983). Predicting Corporate Bankruptcy : An Empirical Comparison of the Extant Financial Distress Models. Working Paper, SUNY at Buffalo.