Determinants of Non-Performing Loans and Non-Performing Financing level: Evidence in Indonesia 2008-2021
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DOIhttp://dx.doi.org/10.21511/bbs.17(4).2022.10
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Article InfoVolume 17 2022, Issue #4, pp. 116-128
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Banking stability plays an important role as an intermediary in the economy. Both the economy and the banking sector affect each other. This study aims to investigate the effect and response of external variables and internal bank variables on Non-Performing Loans at Conventional Commercial Banks and Non-Performing Financing at Islamic Commercial Banks. This study uses macroeconomic variables such as economic growth and inflation, while a bank’s internal variables include the Loan to Deposit Ratio, Financing to Deposit Ratio, and Capital Buffer. This study employs Vector Autoregressive Regression (VAR) to examine the time series data. The results showed that the variable Economic Growth at lag-1, Loan to Deposit Ratio at lag-1, and Capital Buffer at lag-2 significantly affect Non-Performing Loans. While the variable that has a significant effect on Non-Performing Financing is only Economic Growth at lag-1. In addition, as can be seen from the Impulse Response Function curve, Non-Performing Financing tends to be more stable toward shocks from the variables used than Non-Performing Loans. The findings suggest that banks are encouraged to be more selective in loan disbursement and maintain minimal capital adequacy by taking into account the principle of prudence and referring to the bank’s health criteria.
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JEL Classification (Paper profile tab)E51, G21, H80
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References37
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Tables9
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Figures0
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- Table 1. IRF estimation results
- Table A1. Stationarity test result
- Table A2. Lag optimum test result
- Table A3a. Polynomial test result (conventional)
- Table A3b. Polynomial test result (Islamic)
- Table A4. Cointegration test result
- Table A5. Granger causality test result
- Table A6. VAR estimation result (conventional)
- Table A7. VAR estimation result (Islamic)
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- Abid, L., Ouertani, M. N., & Ghorbel, S. Z. (2014). Macroeconomic and Bank-specific Determinants of Household’s Non-Performing Loans in Tunisia: A Dynamic Panel Data. Procedia Economics and Finance, 13, 58-68.
- Adeola, O., & Ikpesu, F. (2017). Macroeconomic Determinants of Non-Performing Loans in Nigeria: An Empirical Analysis. The Journal of Developing Areas, 51(2), 31-43.
- Ahmadi, K. A., Amin, M., & Madi, R. A. (2017). The Effect of Macroeconomics and Bank Fundamentals on Non-Performing Loans (Study on National Foreign Exchange Private Commercial Banks Listed on the Indonesia Stock Exchange for the Period 2012–2016). Journal of Chemical Information and Modeling, 53(9), 1689-1699.
- Amri, A., & Harianti, R. (2018). Variabel Makro Ekonomi Dan Non Performing Loan: Bukti Empiris Dari Bank Umum Di Indonesia. Jurnal Perspektif Ekonomi Darussalam, 2(1), 1-14.
- Badar, M., Javid, A. Y., & Zulfiquar, S. (2013). Impact of Macro Economic Forces on Nonperforming Loans an Empirical Study of Commercial Banks in Pakistan. Elixir Marketing Management, 56A, 13807-13814.
- Bhattarai, S. (2017). Determinants of Non-Performing Loan in Nepalese Commercial Banks. Economic Journal of Development Issues, 19(1), 22-38.
- Damanhur, Albra, W., Syamni, G., & Habibie, M. (2018). What is the determinant of non-performing financing in branch Sharia regional bank in Indonesia? Emerald Reach Proceedings Series, 1, 265-271.
- Dwihandayani, D. (2017). Analisis Kinerja Non Performing Loan (NPL) Perbankan Di Indonesia Dan Faktor-Faktor Yang Mempengaruhi NPL. Jurnal Ilmiah Ekonomi Bisnis, 22(3), 265-274.
- Espinoza, R., & Prasad, A. (2010). Nonperforming Loans in the GCC Banking System and their Macroeconomic Effects (IMF Working Paper No. WP/10/224).
- Fianto, B. A., Maulida, H., & Laila, N. (2021). Determining factors of non-performing financing in Islamic microfinance institutions. Heliyon, 5(8), e02301.
- Firmansyah, I. (2015). Determinant of Non Performing Loan: the Case of Islamic Bank in Indonesia. Buletin Ekonomi Moneter Dan Perbankan, 17(2), 241-258.
- Fofack, H. L. (2005). Nonperforming loans in Sub-Saharan Africa: Causal analysis and macroeconomic implications (Policy Research Working Paper No. WPS3769). World Bank.
- Ghosh, A. (2015). Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states. Journal of Financial Stability, 20, 93-104.
- Hernando, A., Miranda, E., Theodora, L. L. A., Kadarusma, Y. B., & Ariyan, G. A. (2020). Dampak Faktor Makroekonomi terhadap Non Performing Loan pada Kredit Produktif Bank Umum di Indonesia. Studi Akuntansi Dan Keuangan Indonesia, 3(1), 1-28.
- Imaduddin, M. (2011). Determinants of Banking Credit Default in Indonesia: a Comparative Analysis. Jurnal Ekonomi Islam Al-Infaq, 2(1), 38-63.
- Kang, B. (2016). Macroeconomic and bank-specific determinants of non-performing loan (NPL) ratios. Journal of SME Finance, 36(2), 29-49.
- Khemraj, T., & Pasha, S. (2009). The determinants of non-performing loans: an econometric case study of Guyana (MPRA Paper No. 53128). University Library of Munich, Germany.
- Louzis, D. P., Vouldis, A. T., & Metaxas, V. L. (2012). Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios. Journal of Banking and Finance, 36(4), 1012-1027.
- Mahendra, R. S., & Mahardika, D. P. K. (2019). Analis Pengaruh Karakteristik Bank Dan Makro Ekonomi Terhadap Tingkat Risiko Kredit Bermasalah (Studi Kasus Pada Bank Konvensional Yang Terdaftar Di Bei Periode 2014-2017). Jurnal Ilmiah MEA (Manajemen, Ekonomi, Dan Akuntansi), 3(3), 150-156.
- Messai, A. S., & Jouini, F. (2013). Micro and macro determinants of non-performing loans. International Journal of Economics and Financial Issues, 3(4), 852-860.
- Mishkin, F. S. (2013). The economics of money, banking and financial markets (10th ed.). Boston: Pearson International Edition.
- Munifatussa’idah, A. (2020). Determinants Non-Performing Financing (NPF) in Indonesia. Equilibrium: Jurnal Ekonomi Syariah, 8(2), 255-274.
- Muqorrobin, Y., Rahman, A. A., & Maharani, S. (2021). Analysıs of External Factors Affectıng Non Performıng Fınance (Npf) Sharıa Banks in Indonesıa (Perıod 2009 Q1–2018 Q4). Asia Pacific Management and Business Application, 10(1), 69-84.
- Naibaho, K., & Rahayu, S. M. (2018). Pengaruh Gdp, Inflasi, Bi Rate, Nilai Tukar Terhadap Non Performing Loan Pada Bank Umum Konvensional Di Indonesia (Studi pada Bank Umum Konvensional yang Terdaftar di Bursa Efek Indonesia Periode 2012–2016). Jurnal Administrasi Bisnis (JAB), 62(2), 87-96.
- Nkusu, M. (2011). Nonperforming Loans and Macrofinancial Vulnerabilities in Advanced Economies. IMF Working Papers, 11(161), 1.
- OJK. (2017). Peraturan Otoritas Jasa Keuangan Nomor 15/POJK.03/2017. Penetapan Status Dan Tindak Lanjut Pengawasan Bank Umum.
- Poetry, Z. D., & Sanrego, Y. D. (2011). Pengaruh Variabel Makro Dan Mikro Terhadap NPL Perbankan Konvensional Dan NPF Perbankan Syariah. Tazkia Islamic Finance and Business Review, 6(2), 79-104.
- Polat, A. (2018). Macroeconomic Determinants of Non-Performing Loans: Case of Turkey and Saudi Arabia. Journal of Business Research Turk, 10(3), 693-709.
- Prasetyo, A. S. (2020). Dampak Makroekonomi Terhadap Nonperforming Loans: Studi Kasus Bank Konvensional Di Asean. Competence: Journal of Management Studies, 14(2), 223-233.
- Prastowo, W., & Usman, H. (2021). The Influence of Internal and External Factors on NPF and NPL. AFEBI Economic and Finance Review, 6(1), 37.
- Qwader, A. (2019). Relationship between macroeconomic variables and their impact on non-performing loans in Jordanian banks. Asian Economic and Financial Review, 9(2), 166-175.
- Santos, H. C. P., & Bernabe, E. M. J. (2012). The Macroeconomic Effects of Basel III Implementation in the Philippines: A Preliminary Assessment (BSP Working Paper Series No. 2012-02). Center for Monetary and Financial Policy.
- Setiawan, I. (2021). The Impact of Financing Risk on Islamic Banking Performance in Indonesia. Share: Jurnal Ekonomi Dan Keuangan Islam, 10(2), 212.
- Umar, M., & Sun, G. (2018). Determinants of Non-Performing Loans in Chinese Banks Abstract. Journal of Asia Business Studies, 12(3), 273-289.
- Waemustafa, W., & Sukri, S. (2015). Bank specific and macroeconomics dynamic determinants of credit risk in islamic banks and conventional banks. International Journal of Economics and Financial Issues, 5(2), 476-481.
- Wijaya, R. S. (2019). Pengaruh Faktor Makro Ekonomi Terhadap Kredit, Bermasalah Pada Bank Umum Di Indonesia. OECONOMICUS Journal of Economics, 4(1), 36-48.
- Yusuf, M. R., & Fakhruddin. (2016). Analisis Variabel Makro Dan Rasio Keuangan Terhadap Kredit Bermasalah. Jurnal Ekonomi Dan Kebijakan Publik Indonesia, 1(2), 93-108.