Model Prediksi Kebangkrutan Bank Perekonomian Rakyat di Indonesia
DOI:
https://doi.org/10.23969/jrie.v3i3.69Keywords:
Rural, Logit Analysis, BankingAbstract
This research aims to form a prediction model for BPR bankruptcy in Indonesia. The method used in this research uses logit analysis. The data used is secondary data obtained from published bank reports for the period 2008 - 2019. The population used in this research is BPR in East Java and the sample selection was based on purposive sampling. The initial step of this research is to build a dependent variable prediction model using in-sample, review its validity, then test the validity of the model based on out-of sample data. The research results show that CAR, LDR, CG, NPL, OR and OBS have a significant effect on bankruptcy. Meanwhile, NIM and CR do not have a significant effect on bankruptcy. BPR must pay attention to variables that are indicators of bankruptcy. This research is useful for providing a different perspective in building bankruptcy models, especially in BPR, with methods that have never been done before.
References
Altman, E. I. 1968. Financial ratios discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance, 23(4), 589-609. http://dx.doi.org/10.1111/j.1540-6261.1968.tb00843.x
Altman, E. I. 2000. Predicting financial distress of companies: Revisiting the Z-score and Zeta Models. Journal of Banking and Finance.
Basel Committee on Banking Supervision, 1999, A New Capital Adequacy Framework, consultative paper issued by Basel Committee on Banking Supervision usually meets at The Bank for international Settlements in Basel, June.
Beaver, William H, JW. Kennelly, WM. Voss, 1968, “Predictive Ability as a Criterion for the Evaluation of Accounting Data”, The Accounting Review, Oktober, pp.675-683.
Devi, A. and Firmansyah, I., 2018. Solution to Overcome the Bankruptcy Potential of Islamic Rural Bank in Indonesia. Journal of Islamic Monetary Economics and Finance, 3, pp.25-44.
Djulius, H., Lixian, X., Lestari, A. N., & Eryanto, S. F. (2022). The Impact of a Poor Family Assistance Program on Human Development in Indonesia. Review of Integrative Business and Economics Research, 11(4), 59–70.
Engida, A. M., Faika, S., Nguyen-Thi, B. T., & Ju, Y. H. 2015. Analysis of major antioxidants from extracts of Myrmecodia pendans by UV/visible spectrophotometer, liquid chromatography/tandem mass spectrometry, and high-performance liquid chromatography/UV techniques. Journal of food and drug analysis, 23(2), 303-309.
Giordana, G. A., & Schumacher, I. 2017. An empirical study on the impact of Basel III standards on banks’ default risk: The case of Luxembourg. Journal of Risk and Financial Management, 10(2), 8.
Hair, Joseph F, Jr, RE. Anderson, RL. Tatham, WC. Black, 1998, Multivariate Data Analysis (International Edition), 5th edition, Prentice Hall, New Jersey.
Haque, F., & Shahid, R. 2016. Ownership, risk-taking and performance of banks in emerging economies: Evidence from India. Journal of Financial Economic Policy.
Indrajati, V., Yuvita, Y., Putri, N. A., Rismawati, F. O., & Puspitasari, D. M. 2020. Determinants of Financial Distress Rural Bank in Indonesia: A Logit Approach. Solid State Technology, 63(3), 5069-5075.
Jan, A., & Marimuthu, M. 2015. Altman model and bankruptcy profile of Islamic banking industry: A comparative analysis on financial performance. International Journal of Business and Management, 10(7), 110-119.
Khairunnisa, Z. S., Theresia, A., Saputra, D. P., Fadilah, E. A., & Puspitasari, D. M. 2022. Determinants Of Rural Bank's Rentability In Indonesia: Data Panel Approach. Baltic Journal of Law & Politics, 15(7), 696-705.
Manik, E., Affandi, A., Priadana, S., Hadian, D., & Puspitaningrum, D. A. (2023). Comparison of normality testing with chi quadrat calculations and tables for the statistical value departement of elementary school education student at the University of Jember. AIP Conference Proceedings, 2679(1), 020018.
NAPITUPULU, S., PRIMIANA, I., NIDAR, S. R., EFFENDY, N., & PUSPITASARI, D. M. 2020. The effect of management capabilities in implementing good corporate governance: A study from indonesia banking sector. The Journal of Asian Finance, Economics, and Business, 7(1), 159-165.
Nurhayati, S., Kusdiana, D., & Suryaman, R. A. (2023). Does The Minimum Wage Policy Have an Effect on Welfare?(Case Study in West Java Province). Proceedings of the 5th International Public Sector Conference, IPSC 2023, October 10th-11th 2023, Bali, Indonesia.
Pratiwi, A., Puspita, B.N.D. and Wahyudi, S., 2019. Pengujian Potensi Kebangkrutan Grup Bank Pembiayaan Rakyat Syariah di Indonesia. Jurnal Economia, 15(1), pp.114-134.
Puspitasari, D. M., Febrian, E., Anwar, M., Sudarsono, R., & Napitupulu, S. 2020. An Empirical Study on Influence of Specific Bank's Variable and Macroeconomics on Bank's Default Risk: The Case of Foreign Exchange Banks in Indonesia. International Journal of Psychosocial Rehabilitation, 24(2).
Puspitasari, D. M., Napitupulu, S., Roespinoedji, D., Amaliawiati, L., & Nugraha, N. M. 2021. Developing a Predictive Model About Bankruptcy in the Rural Areas of Indonesia. Review of International Geographical Education Online, 11(3).
Puspitasari, D. M., Roespinoedji, D., & Napitupulu, S. 2020. Applicability of Altman Model in Predicting Financial Distress: Evidence from Rural Bank in Indonesia.
Puspitasari, D. M., Sihite, H. R., & Napitupulu, S. 2023. Determinants Of Profitability In Regional Development Banks: Case Study In 2019–2021. JHSS (JOURNAL OF HUMANITIES AND SOCIAL STUDIES), 7(2), 374-379.
Rachmawati, L. and Ningsih, W.F., 2018. Analisis Rasio Keuangan sebagai Indikator Prediksi Kebangkrutan pada Bank Pembiayaan Rakyat Syariah di Timur. JABE (Journal of Applied Business and Economic), 5(1), pp.1-17
Raz, A. F. 2018. Risk and capital in Indonesian large banks. Journal of Financial Economic Policy, 10(1), 165-184.
Rencher, Alvin C, 1995, Methods of Multivariate Analysis, John Wiley & Sons, Inc., Canada.
Rostiana, E., Djulius, H., & Sudarjah, G. M. (2022). Total Factor Productivity Calculation of the Indonesian Micro and Small Scale Manufacturing Industry. Ekuilibrium: Jurnal Ilmiah Bidang Ilmu Ekonomi, 17(1), 54–63.
Setiawan, M., Indiastuti, R., Hidayat, A. K., & Rostiana, E. (2021). R&D and Industrial Concentration in the Indonesian Manufacturing Industry. Journal of Open Innovation: Technology, Market, and Complexity, 7(2), 112.
Sinkey, J; JV Terza and R Dince, 1987, “A Zeta Analysis of Failed Comercial Banks”, Quarterly Journal of Business & Economics, vol.28 Autumn, pp.35- 49.
Sinkey, Joseph F, 1992, Commercial Bank Financial Management in Financial Services Industry, 3th edition, Macmillan Publishing Company, Englewood Cliffs, New York.
Sumarno Zain, 1994, “Failure Prediction: An Artificial Intelligence Approach”, Accountancy Development in Indonesia, Publication No.21, Tim Koordinasi Pengembangan Akuntansi, Jakarta.
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