Bankruptcy Prediction Analysis of PT Bank Muamalat Indonesia Tbk for the Period 2015–2022 Using the Altman Z-Score and Springate Models
DOI:
https://doi.org/10.55538/ifr.v5i1.108Keywords:
Prediction of Bankruptcy, Altman Z-Score Method, Springate Method, Bank muamalat Indonesia Public CompanyAbstract
This study analyzes bankruptcy prediction for PT Bank Muamalat Indonesia Tbk during 2015–2022 using the Altman Z-Score and Springate models. As Indonesia’s first Islamic bank, PT Bank Muamalat has faced challenges such as capital difficulties that could threaten its financial stability. Using descriptive quantitative methods, this research measures bankruptcy potential through financial ratios. The Z-Score model categorizes the bank as generally healthy, though some years indicate potential bankruptcy, while the Springate model consistently shows a healthy condition. The findings suggest that PT Bank Muamalat Indonesia Tbk needs to strengthen its business strategies and improve financial management to maintain stable profitability. This analysis is expected to assist investors in making informed investment decisions and to support future research in the field. Furthermore, the study contributes to developing better financial strategies and provides valuable insights for stakeholders in understanding the bank’s financial health.
References
Almansour, A. (2023). Revisiting the Altman Z-Score model for Islamic banks: Adjustments for profit-and-loss sharing systems. Journal of Islamic Accounting and Finance Research, 5(1), 12–28.
Altman, E. I. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance, 23(4), 589–609. https://doi.org/10.2307/2978933
Altman, E. I. (2000). Predicting financial distress of companies: Revisiting the Z-Score and ZETA® models. New York University, Stern School of Business Working Paper.
Altman, E. I., & Hotchkiss, E. (2006). Corporate financial distress and bankruptcy: Predict and avoid bankruptcy, analyze and invest in distressed debt (3rd ed.). John Wiley & Sons.
Alqahtani, F., & Mayes, D. (2022). Financial soundness and bankruptcy prediction in Islamic banks: Comparative model analysis. International Journal of Islamic Economics and Finance, 4(2), 77–94.
Bank Indonesia. (2021). Laporan Stabilitas Sistem Keuangan Indonesia. Bank Indonesia.
Chapra, M. U. (2000). The future of economics: An Islamic perspective. The Islamic Foundation.
Devi, P. D., Setiawan, D., & Wulandari, S. (2021). Financial distress prediction models: Altman, Springate, and Zmijewski comparison in Indonesian firms. Asian Journal of Accounting Research, 6(3), 245–258.
Dusuki, A. W. (2008). Understanding the objectives of Islamic banking: A survey of stakeholders’ perspectives. International Journal of Islamic and Middle Eastern Finance and Management, 1(2), 132–148. https://doi.org/10.1108/17538390810880982
Financial Services Authority (OJK). (2022). Islamic banking statistics 2022. Otoritas Jasa Keuangan (OJK).
Hassan, M. K., & Lewis, M. K. (Eds.). (2007). Handbook of Islamic banking. Edward Elgar.
Hasan, M., Yusuf, N., & Rahman, F. (2021). Financial distress and risk management in Islamic banking: Evidence from Southeast Asia. Journal of Islamic Financial Studies, 9(2), 66–84.
Hapsari, D. (2022). Comparative analysis of Altman Z-Score and Springate models in predicting financial distress in Islamic banks in Indonesia. Journal of Islamic Finance and Accounting, 5(2), 45–58.
Irfani, M. (2020). Penerapan model Altman Z-Score dalam memprediksi kebangkrutan perusahaan manufaktur di Indonesia. Jurnal Akuntansi dan Keuangan, 12(1), 34–46.
Karim, S., Abdullah, W., & Rahman, H. (2020). Evaluating bankruptcy prediction accuracy of Altman and Springate models in Islamic banking context. International Journal of Finance and Banking Studies, 9(4), 14–27.
Kasmir. (2018). Analisis laporan keuangan. Rajawali Pers.
Muhammad. (2014). Manajemen keuangan syariah. UPP STIM YKPN.
Nasrial, M. (2020). Analysis of financial performance and bankruptcy prediction of PT Bank Muamalat Indonesia Tbk. Jurnal Ilmiah Akuntansi dan Keuangan Islam, 3(2), 102–114.
Nurdiana, R. (2021). The implementation of the Springate method in evaluating financial distress of banking companies. Jurnal Ekonomi dan Bisnis, 8(1), 55–67.
Pompian, M. M. (2011). Behavioral finance and wealth management: How to build optimal portfolios that account for investor biases (2nd ed.). John Wiley & Sons.
Putri, A. N., & Lestari, M. (2020). Analysis of financial distress using Altman, Springate, and Zmijewski models on Islamic banking in Indonesia. Indonesian Journal of Economics and Business, 3(1), 27–36.
Rahman, M. A., & Dewi, S. R. (2019). Evaluation of bankruptcy prediction models on sharia-based banking performance in Indonesia. Journal of Sharia Economics, 4(2), 90–101.
Rahman, M. A., & Sari, F. (2022). Liquidity and profitability behavior of Islamic banks under Altman Z-Score framework. Journal of Islamic Banking and Finance, 7(1), 33–46.
Sari, F. D., & Nugroho, R. A. (2021). The accuracy of Altman and Springate models in predicting financial distress of Indonesian banks. Asian Journal of Management Research, 12(3), 122–135.
Sari, N., & Hamzah, A. (2022). Comparative performance of bankruptcy prediction models: A case study on Indonesian financial institutions. Jurnal Akuntansi dan Keuangan, 15(2), 200–212.
Springate, G. L. V. (1978). Predicting the possibility of failure in a Canadian firm using financial ratio and discriminant analysis (Unpublished master’s thesis). Simon Fraser University, Canada.
Tuvadaratragool, S. (2013). Application of Altman’s Z-Score model in the prediction of financial distress of listed companies in Thailand. International Journal of Trade, Economics and Finance, 4(5), 409–414.
Wilson, R. (2008). Islamic economics: A short history. In M. K. Hassan & M. K. Lewis (Eds.), Handbook of Islamic banking (pp. 57–69). Edward Elgar.
Yulianto, A., & Rahmawati, A. (2020). Comparison of Altman, Springate, and Zmijewski models in predicting bankruptcy of banking companies in Indonesia. Jurnal Keuangan dan Perbankan, 24(3), 331–342. https://doi.org/10.26905/jkdp.v24i3.4529
Zuhrotun, A. T. (2021). The role of Islamic banking in supporting economic welfare: An overview of financial intermediation in Indonesia. Journal of Islamic Economics and Finance Studies, 2(1), 15–28.
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