Determinants of Bank Stability in Indonesia
Abstract
This study aims to analyse the determinant of banks’ stability in Indonesia, which is very important to ensure that the country’s banking system could be more effective in supporting transmission of monetary policy and more resilient in facing financial crisis. To achieve the objective, this study collected a comprehensive dataset from 94 banks in Indonesia, covering both conventional and Islamic banks, during September 2015 - June 2019 period. The data is subsequently analysed by employing dynamic panel data model. The results show that the main factors that positively influenced banks’ stability in Indonesia are exchange rate, financial inclusion, asset returns, and credit/financing growth. However, interest rates are found to be negatively influenced the stability. The findings are expected to provide insights for policy makers and market players in ensuring that the banks’ stability could be well maintained in Indonesia. The results are also hoped to enrich literature in economics and banking, particularly in emerging markets like Indonesia.
JEL Classification: G21.
How to Cite:
Kasri, R. A., & Azzahra, C. (2020). Determinants of Bank Stability in Indonesia. Signifikan: Jurnal Ilmu Ekonomi, 9(2), 153-166. doi: http://doi.org/10.15408/sjie.v9i2.15598.
Keywords
References
Abduh, M., & Omar, M. A. (2012). Islamic Banking and Economic Growth: The Indonesian Experience. International Journal of Islamic and Middle Eastern Finance and Management, 5(1), 35-47. https://doi.org/10.1108/17538391211216811.
Aggarwa, R., & Jacques, T. K. (2001). The Impact of FDICIA and Prompt Corrective Action on Bank Capital and Risk: Estimates Using a Simultaneous Equations Model. Journal of Banking & Finance, 25(6), 1139-1160. https://doi.org/10.1016/S0378-4266(00)00125-4.
Albaity, M., Mallek, R. S., & Noman, A. H. (2019). Competition and Bank Stability in the MENA Region: The Moderating Effect of Islamic versus Conventional Banks. Emerging Markets Review, 38 , 310–325. https://doi.org/10.1016/j.ememar.2019.01. 003.
Arellano, M., & Bover, O. (1995). Another Look at the Instrumental Variable Estimation of Error Component Models. Journal of Econometrics, 68(1), 29-51. https://doi.org/10.1016/ 0304-4076(94)01642-D.
Baltagi, B. H. (2005). Econometrics Analysis of Panel Data (3rd Ed.). England: John Wiley & Sons, Ltd.
Beck, T., Demirgüç-Kunt, A., & Merrouche, O. (2013). Islamic vs Conventional Banking: Business Model, Efficiency and Stability. Journal of Banking and Finance, 37(2), 433–447. https://doi.org/10.1016/j.jbankfin.2012.09.016.
Beck, T., Hesse, H., K. T., & Von Westernhagen, N. (2009). VOX CEPR Policy Portal: Bank Ownership and Stability: Evidence from Germany. Retrieved from https://voxeu.org/article/bank-ownership-and-stability-evidence-germany
Blundell, R., & Bond, S. (1998). Initial Conditions and Moment Restrictions in Dynamic Panel Data Models. Journal of Econometrics, 87(1), 115-143. https://doi.org/10.1016/ S0304-4076(98)00009-8.
Bourkhis, K., & Nabi, M. S. (2013). Islamic and Conventional Banks Soundness During the 2007–2008 Financial Crisis. Review of Financial Economics, 22(1), 68–77. https://doi.org/10.1016/j.rfe.2013.01.001.
Buchory, H. A. (2015). Bank Profitability: How does Credit Risk and Operational Efficiency Effect. Journal of Business and Management Science 3, 118-123. https://doi.org/10.12691/jbms-3-4-3.
Carretta, A., Farina, V., Fiordelisi, F., Schwizer, P., & Stentella, F. S. (2015). Don’t Stand So Close to Me: The Role of Supervisory Style in Banking Stability. Journal of Banking & Finance, 52 , 180–188. https://doi.org/10.1016/j.jbankfin.2014.09.015.
Chaibi, H., & Ftiti, Z. (2015). Credit Risk Determinants: Evidence from a Cross-Country Study. Research in International Business and Finance, 33, 1-16. https://doi.org/10.1016/j.ribaf.2014.06.001.
Chong, B., & Liu, M.-H. (2009). Islamic Banking: Interest-Free or Interest-Based? Journal Pacific Basin Finance, 17(1), 125–144. https://doi.org/10.1016/j.pacfin.2007.12.003.
Cihak, M., & Hesse, H. (2008). Islamic Banks and Financial Stability: An empirical analysis. IMF Working Paper, WP/08/16.
Cynthis. (2016). Pengaruh Risiko Likuiditas, Risiko Kredit, Kepemilikan Bank, Dan Kondisi Ekonomi Terhadap Stabilitas Bank Umum Di Indonesia (The Effect of Liquidity Risk, Credit Risk, Bank Ownership, and Economic Conditions on the Stability of Commercial Banks in Indonesia). (Unpublished Thesis). Jakarta: Universitas Indonesia.
DeYoung, R., & Torna, G. (2013). Nontraditional Banking Activities and Bank Failures During the Financial Crisis. Journal of Financial Intermediation, 22(3), 397-421. https://doi.org/10.1016/j.jfi.2013.01.001.
Espinoza, R., & Prasad, A. (2010). Nonperforming Loans in the GCC Banking Systemand their Macroeconomic Effects. International Monetary Fund Working Paper10/224.
Foos, D., Norden, L., & Weber, M. (2010). Loan Growth and Riskiness of Banks. Journal of Banking & Finance, 34(12), 2929–2940. https://doi.org/10.1016/j.jbankfin.2010.06. 007.
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. https://doi.org/10.1016/j.jfs.2015.08.004.
Ghozali, I. (2009). Aplikasi Analisis Multivariate dengan Program SPSS. Semarang: UNDIP.
Haq, M., & Heaney, R. (2012). Factors Determining European Bank Risk. Journal of International Financial Markets, Institutions and Money, 22(4), 696-718. https://doi.org/10.1016/j.intfin.2012.04.003.
Hasan, M., & Dridi, J. (2011). The Effects of the Global Crisis on Islamic and Conventional Banks: a Comparative Study. Journal of International Commerce, Economics and Policy, 2(2), 163-200.
Ibrahim, M. H. (2016). Business Cycle and Bank Lending Procyclicality in a Dual Banking System. Economic Modelling, 55, 127–134. https://doi.org/10.1016/j.econmod.2016. 01.013.
Ibrahim, M. H., & Rizvi, S. A. (2018). Bank Lending, Deposits and Risk-taking in Times of Crisis: A Panel Analysis of Islamic and Conventional Banks. Emerging Markets Review, 35, 31-47. https://doi.org/10.1016/j.ememar.2017.12.003.
Imbierowicz, B., & Rauch, C. (2014). The Relationship Between Liquidity Risk and Credit Risk in Banks . Journal of Banking & Finance, 40, 242–256. https://doi.org/10.1016/ j.jbankfin.2013.11.030.
Kabir, M. N., Worthington, A., & Gupta, R. (2015). Comparative Credit Risk in Islamic and Conventional Bank. Pacific-Basin Finance Journal, 34, 327-353. https://doi.org/10.1016/j.pacfin.2015.06.001.
Karim, N.A., Sued Jaafar Al-Habshi, S. M., Abduh, Muhammad. (2016). Macroeconomics Indicators And Bank Stability: A Case Of Banking In Indonesia. Buletin Ekonomi Moneter dan Perbankan, 18(4), 431-448. https://doi.org/10.21098/bemp.v18i4.609.
Kasman, A., Tunc, G., Vardar, G., & Berna, A. (2010). Consolidation and Commercial Bank Net Interest Margins: Evidence from the Old and New European Union Members and Candidate Countries. Economic Modelling 27(3), 648-655. https://doi.org/10.1016/j.econmod.2010.01.004.
Khan, F. (2010). How “Islamic” Is Islamic Banking? Journal of Economic Behavior & Organization, 76(3), 805-820. https://doi.org/10.1016/j.jebo.2010.09.015.
Klein, N. (2013). Non-performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance. International Monetary Fund Working Paper13/72.
Leedy, P. & Ormrod, J. (2001). Practical research: Planning and Design (7th ed.). Upper Saddle River, NJ: Merrill Prentice Hall.
Louizis, D. P. (2012). Macroeconomic and Bank-Specific Determinants on Non-performing Loans in Greece: a Comparative Study of Mortgage, Business and Consumer Loan Portfolios. Journal of Banking and Finance, 36(4), 1012–1027. https://doi.org/10.1016/j.jbankfin.2011.10.012.
Morgan, P. J., & Pontines, V. (2014). Financial Stability and Financial Inclusion. ADBI Working Paper Series no. 488.
Neaime, S., & Gaysset, I. (2017). Financial Inclusion and Stability in MENA: Evidence from Poverty and Inequality. Finance Research Letters, 24, 230-237. https://doi.org/10.1016/j.frl.2017.09.007.
Nkusu, M. (2011). Non-performing loans and macro financial vulnerabilities in advanced economies. IMF Working Paper 11/161.
Otoritas Jasa Keuangan. (2018). Statistik Perbankan Indonesia. Jakarta: Otoritas Jasa Keuangan.
Otoritas Jasa Keuangan. (2019). Statistik Perbankan Indonesia. Jakarta: Otoritas Jasa Keuangan.
Otoritas Jasa Keuangan. (2020). Statistik Perbankan Indonesia. Jakarta: Otoritas Jasa Keuangan.
Pascual, L. B., Ponce, A. T., & Riportella, C. C. (2015). Factors Influencing Bank Risk in Europe: Evidence from the Financial Crisis. North American Journal of Economics and Finance, 34, 138-166. https://doi.org/10.1016/j.najef.2015.08.004.
Poghosyan, T. (2013). Financial Intermediation Costs in Low Income Countries: The Role of Regulatory, Institutional, and Macroeconomic Factors. Economic Systems, 37(1), 92-110. https://doi.org/j.ecosys.2012.07.003.
Rizvi, S. A., Narayan, P. K., Sakti, A., & Syarifuddin, F. (2019). Role of Islamic Banks in Indonesian Banking Industry: an Empirical Exploration . Pacific-Basin Finance Journal, article in press. https://doi.org/10.1016/j.pacfin.2019.02.002.
Roodman, D. (2009). How to do xtabond2: An Introduction to Difference and System GMM in Stata. The Stata Journal, 86–136.
Shaban, M., Duygun, M., Anwar, M., & Akbar, B. (2014). Diversification and Banks’ Willingness to Lend to Small Businesses: Evidence from Islamic and Conventional Banks in Indonesia. Journal of Economic Behavior & Organization, 103, S39-S55. https://doi.org/10.1016/j.jebo.2014.03.021.
Shim, J. (2019). Loan Portfolio Diversification, Market Structure and Bank Stability. Journal of Banking and Finance, 104, 103-115. https://doi.org/10.1016/jbankfin.2019.04.006.
Sundararajan, V., & Errico, L. (2002). Islamic Financial Institutions and Products in the Global Financial System: Key Issues in Risk Management and Challenges Ahead. IMF Working Paper, WP/02/192.
Uhde, A., & Heimeshoff, U. (2009). Consolidation in banking and financial stability in Europe: Empirical evidence. Journal of Banking and Finance, 33(7), 1299–1311. https://doi.org/10.1016/j.jbankfin.2009.01.006.
Warjiyo, P. (2006). Stabilitas Sistem Perbankan dan Kebijakan Moneter: Keterkaitan dan Perkembangannya di Indonesia (Banking System Stability and Monetary Policy: Linkages and Developments in Indonesia). Buletin Ekonomi Moneter dan Perbankan, 8(4), 429-440. https://doi.org/10.21098/bemp.v8i4.144.
Yusgiantoro, I., Soedarmono, W., & Tarazi, A. (2019). Bank Consolidation and Financial Stability in Indonesia. International Economics, 159, 94-104. https://doi.org/10.1016/ j.inteco.2019.06.002.
Yusof, R. M; Al Wosabi, M., Majid, M. S. A. (2009). Monetary Policy Shocks and Islamic Banks’ Deposits in a Dual Banking System. Empirical Evidence from Malaysia and Bahrain. Journal of Economic Cooperation and Development 30(2), 1-26.
DOI: 10.15408/sjie.v9i2.15598
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