Default Risk on Islamic Banking in Indonesia

Authors

  • Budiandru Budiandru Universitas Muhammadiyah Prof Dr Hamka

DOI:

https://doi.org/10.14414/jebav.v24i1.2474

Keywords:

Islamic Bank, Inflation, Interest Rates, Exchange Rates, Islamic Stock Index

Abstract

The problem of default by debtors becomes a primary concern for Islamic banking recently. This study analyzes the effect of economic pressure on the risk of default on Islamic banks, both in the short and long term, the risk response of default, and also other variables' contribution in explaining the diversity of risk of default of Islamic banks. This study used monthly data from 2007 to 2020 by using a vector error correction model. The results show that inflation and exchange rates affect the risk of default in the short term, while inflation, exchange rates, and interest rates affect the risk of default in the long run. Non-performing financing quickly stabilized when responding to the interest rates. The Islamic stock index has the most significant contribution in explaining the diversity of default risks. Islamic banks must be aware of the monetary fluctuation and also careful in analyzing the demand for financing by looking at the future economic prospects.

References

Adinugraha, H. H., & Sartika, M. (2019). Halal Lifestyle Di Indonesia. An-Nisbah: Jurnal Ekonomi Syariah, 5(2), 57–81. https://doi.org/10.21274/an.2019.5.2.layout

Akbar, D. A. (2016). Inflasi, Gross Domesctic Product (Gdp), Capital Adequacy Ratio (Car), Dan Finance To Deposit Ratio (Fdr) Terhadap Non Performing Financing (Npf) Pada Bank Umum Syariah Di Indonesia. I-Economics, 2(2), 19–37.

Akhtar, S., Akhtar, F., Jahromi, M., & John, K. (2017). Impact of Interest Rate Surprises on Islamic and Conventional Stocks and Bonds. In Journal of International Money and Finance (Vol. 79). https://doi.org/10.1016/j.jimonfin.2017.09.003

Alam, M. M., Akbar, C. S., Shahriar, S. M., & Elahi, M. M. (2017a). The Islamic Shariah principles for Investment in Stock Market. Qualitative Research in Financial Markets, 9(2), 132–146. https://doi.org/10.1108/QRFM-09-2016-0029

Alam, M. M., Akbar, C. S., Shahriar, S. M., & Elahi, M. M. (2017b). The Islamic Shariah Principles for Investment in Stock Market. Qualitative Research in Financial Markets, 9(2), 132–146. https://doi.org/10.1108/QRFM-09-2016-0029

Alam, N., Binti Zainuddin, S. S., & Rizvi, S. A. R. (2019). Ramifications of Varying Banking Regulations on Performance of Islamic Banks. Borsa Istanbul Review, 19(1), 49–64. https://doi.org/10.1016/j.bir.2018.05.005

Aluko, O., & Ajayi, M. A. (2018). Determinants of Banking Sector Development: Evidence from Sub-Saharan African countries. Borsa Istanbul Review, 18(2), 122–139. https://doi.org/10.1016/j.bir.2017.11.002

Ammer, J., Claessens, S., Tabova, A., & Wroblewski, C. (2019). Home country interest rates and international investment in U.S. bonds. Journal of International Money and Finance, 95, 212–227. https://doi.org/10.1016/j.jimonfin.2018.06.010

Aysan, Ahmet F., Disli, M., & Ozturk, H. (2018). Bank Lending Channel in a Dual Banking System: Why are Islamic Banks so Responsive? World Economy, 41(3), 674–698. https://doi.org/10.1111/twec.12507

Aysan, Ahmet Faruk, & Disli, M. (2019). Small Business Lending and Credit Risk : Granger Causality Evidence. Economic Modelling, 83, 245–255. https://doi.org/10.1016/j.econmod.2019.02.014

Azmat, S., Azad, A. S. M. S., Ghaffar, H., Hayat, A., & Chazi, A. (2020). Conventional vs Islamic Banking and Macroeconomic Risk: Impact on Asset Price Bubbles. Pacific Basin Finance Journal, 62, 1–19. https://doi.org/10.1016/j.pacfin.2020.101351

Bahloul, S., Mroua, M., & Naifar, N. (2017). The Impact of Macroeconomic and Conventional Stock Market Variables on Islamic Index Returns under Regime Switching. Borsa Istanbul Review, 17(1), 62–74. https://doi.org/10.1016/j.bir.2016.09.003

Boateng, A., Hua, X., Uddin, M., & Du, M. (2014). Home Country Macroeconomic factors on outward Cross-Border Mergers and Acquisitions: Evidence from the UK. Research in International Business and Finance, 30(1), 202–216. https://doi.org/10.1016/j.ribaf.2013.08.001

Byström, H. (2014). The Impact of Currency Movements on Asset Value Correlations. Journal of International Financial Markets, Institutions and Money, 31(1), 178–186. https://doi.org/10.1016/j.intfin.2014.03.014

Cai, W., Zeng, C. C., Lee, E., & Ozkan, N. (2016). Do Business Groups Affect Corporate Cash Holdings? Evidence from a transition Economy. China Journal of Accounting Research, 9(1), 1–24. https://doi.org/10.1016/j.cjar.2015.10.002

Caporale, G. M., Çatık, A. N., Helmi, M. H., Menla Ali, F., & Tajik, M. (2020). The Bank Lending Channel in the Malaysian Islamic and Conventional Banking System. Global Finance Journal, 45, 1–26. https://doi.org/10.1016/j.gfj.2019.100478

Chadwick, M. G. (2018). Effectiveness of monetary and macroprudential shocks on consumer credit growth and volatility in Turkey. Central Bank Review, 18(2), 69–83. https://doi.org/10.1016/j.cbrev.2018.03.001

Chien, Y. L., Lustig, H., & Naknoi, K. (2019). Why are Exchange Rates so Smooth? A household Finance Explanation. Journal of Monetary Economics, 1–16. https://doi.org/10.1016/j.jmoneco.2019.02.003

Coibion, O., Gorodnichenko, Y., Kumar, S., & Pedemonte, M. (2020). Inflation Expectations as a Policy Tool? Journal of International Economics, 124, 1–27. https://doi.org/10.1016/j.jinteco.2020.103297

Coşkun, Y., Seven, Ü., Ertuğrul, M., & Ulussever, T. (2017). Capital Market and Economic Growth Nexus: Evidence from Turkey. Central Bank Review, 17(1), 19–29. https://doi.org/10.1016/j.cbrev.2017.02.003

Driver, C., Grosman, A., & Scaramozzino, P. (2020). Dividend Policy and Investor Pressure. Economic Modelling, 89, 559–576. https://doi.org/10.1016/j.econmod.2019.11.016

Duican, E. R., & Pop, A. (2015). The Implications of Credit Activity on Economic Growth in Romania. Procedia Economics and Finance, 30(15), 195–201. https://doi.org/10.1016/s2212-5671(15)01286-1

El Alaoui, A. O., Jusoh, H. Bin, Yussof, S. A., & Hanifa, M. H. (2019). Evaluation of Monetary Policy: Evidence of the Role of Money from Malaysia. Quarterly Review of Economics and Finance, 74, 119–128. https://doi.org/10.1016/j.qref.2019.04.005

Galadima, M. D., & Aminu, A. W. (2019). Shocks Effects of Macroeconomic Variables on Natural Gas Consumption in Nigeria: Structural VAR with sign restrictions. Energy Policy, 125, 135–144. https://doi.org/10.1016/j.enpol.2018.10.021

Ghenimi, A., Chaibi, H., & Omri, M. A. B. (2017). The Effects of Liquidity Risk and Credit Risk on Bank Stability: Evidence from the MENA Region. Borsa Istanbul Review, 17(4), 238–248. https://doi.org/10.1016/j.bir.2017.05.002

Ghosh, A. (2017). How do Derivative Securities Affect Bank Risk and Profitability?: Evidence from the US Commercial Banking Industry. Journal of Risk Finance, 18(2), 186–213. https://doi.org/10.1108/JRF-09-2016-0116

Godil, D. I., Sarwat, S., Sharif, A., & Jermsittiparsert, K. (2020). How Oil Prices, Gold Prices, Uncertainty and Risk Impact Islamic and Conventional Stocks? Empirical Evidence from QARDL Technique. Resources Policy, 66, 1–9. https://doi.org/10.1016/j.resourpol.2020.101638

Güler, K., & Tepecik, A. (2019). Exchange Rates’ Change by Using Economic Data with Artificial Intelligence and Forecasting the Crisis. Procedia Computer Science, 158, 316–326. https://doi.org/10.1016/j.procs.2019.09.057

Hamza, H., & Saadaoui, Z. (2018). Monetary Transmission Through the Debt Financing Channel of Islamic Banks: Does PSIA Play a Role? Research in International Business and Finance, 45(3), 557–570. https://doi.org/10.1016/j.ribaf.2017.09.004

Hassan, M. K., Khan, A., & Paltrinieri, A. (2019). Liquidity Risk, Credit Risk and Stability in Islamic and Conventional Banks. Research in International Business and Finance, 48, 17–31. https://doi.org/10.1016/j.ribaf.2018.10.006

Hossain, A. A. (2016). Inflationary Shocks and Real Output Growth in Nine Muslim-majority Countries: Implications for Islamic Banking and Finance. Journal of Asian Economics, 45, 56–73. https://doi.org/10.1016/j.asieco.2016.06.004

Kabir, M. N., & Worthington, A. C. (2017). The ‘competition–stability/fragility’ nexus: A Comparative Analysis of Islamic and Conventional Banks. International Review of Financial Analysis, 50, 111–128. https://doi.org/10.1016/j.irfa.2017.02.006

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

Kodongo, O., & Ojah, K. (2016). Does Infrastructure Really Explain Economic Growth in Sub-Saharan Africa? Review of Development Finance, 6(2), 105–125. https://doi.org/10.1016/j.rdf.2016.12.001

Lassoued, M. (2018). Comparative Study on Credit Risk in Islamic Banking Institutions: The Case of Malaysia. Quarterly Review of Economics and Finance, 70, 267–278. https://doi.org/10.1016/j.qref.2018.05.009

Lin, S., Shi, K., & Ye, H. (2018). Exchange Rate Volatility and Trade: The Role of Credit Constraints. Review of Economic Dynamics, 30, 203–222. https://doi.org/10.1016/j.red.2018.05.002

Louhichi, A., & Boujelbene, Y. (2016). Credit Risk, Managerial Behaviour and Macroeconomic Equilibrium within Dual Banking Systems: Interest-free vs. Interest-based Banking Industries. Research in International Business and Finance, 38, 104–121. https://doi.org/10.1016/j.ribaf.2016.03.014

Magud, N. E., & Vesperoni, E. R. (2015). Exchange Rate Flexibility and Credit During Capital Inflow Reversals: Purgatory . . . Not Paradise. Journal of International Money and Finance, 55, 88–110. https://doi.org/10.1016/j.jimonfin.2015.02.010

Mahapatra, S., & Bhaduri, S. (2019). Dynamics of the Impact of Currency Fluctuations on Stock Markets in India: Assessing the Pricing of Exchange Rate Risks. Borsa Istanbul Review, 19(1), 15–23. https://doi.org/10.1016/j.bir.2018.04.004

Matemilola, B. T., Bany-ariffin, A. N., & Etudaiye, F. (2015). The Impact of Monetary Policy on Bank Lending Rate in South Africa. Borsa Istanbul Review, 15(1), 53–59. https://doi.org/10.1016/j.bir.2014.09.003

Mensi, W., Ur Rehman, M., Maitra, D., Hamed Al-Yahyaee, K., & Sensoy, A. (2020). Does Bitcoin co-move and Share Risk with Sukuk and World and Regional Islamic Stock Markets? Evidence using a time-frequency Approach. Research in International Business and Finance, 53, 1–21. https://doi.org/10.1016/j.ribaf.2020.101230

Merdad, H. J., Hassan, K., & Hippler, W. (2015). The Islamic Risk Factor in Expected Stock Returns: An Empirical Study in Saudi Arabia. Pacific Basin Finance Journal, 34, 293–314. https://doi.org/10.1016/j.pacfin.2015.04.001

Mertzanis, C. (2016). The Absorption of Financial Services in an Islamic Environment. Journal of Economic Behavior and Organization, 132, 216–236. https://doi.org/10.1016/j.jebo.2016.10.025

Meslier, C., Risfandy, T., & Tarazi, A. (2017). Dual market competition and deposit rate setting in Islamic and conventional banks. Economic Modelling, 63, 318–333. https://doi.org/10.1016/j.econmod.2017.02.013

Mohamed Dahir, A., Mahat, F., Ab Razak, N. H., & Bany-Ariffin, A. N. (2018). Revisiting the Dynamic Relationship Between Exchange Rates and Stock Prices in BRICS Countries: A Wavelet Analysis. Borsa Istanbul Review, 18(2), 101–113. https://doi.org/10.1016/j.bir.2017.10.001

Mora, N. (2015). Creditor recovery: The macroeconomic dependence of industry equilibrium. Journal of Financial Stability, 18, 172–186. https://doi.org/10.1016/j.jfs.2015.04.004

Mushtaq, S., & Siddiqui, D. A. (2017). Effect of Interest Rate on Bank Deposits : Evidences from Islamic and non-Islamic Economies. Future Business Journal, 3(1), 1–8. https://doi.org/10.1016/j.fbj.2017.01.002

Muttaqin, A., Arifin, A. Z., & Wajdi, F. (2016). Problems, Challenges and Prospects of Indonesian Muslim Community in Sydney for Promoting Tolerance. International Journal of Indonesian Society and Culture, 8(2), 169–184. https://doi.org/10.15294/komunitas.v8i2.5971

Naifar, N. (2016). Do Global Risk Factors and Macroeconomic Conditions Affect Global Islamic Index Dynamics? A Quantile Regression Approach. Quarterly Review of Economics and Finance, 61, 29–39. https://doi.org/10.1016/j.qref.2015.10.004

Naqvi, B., Rizvi, S. K. A., Uqaili, H. A., & Chaudhry, S. M. (2018). What Enables Islamic Banks to Contribute in Global Financial Reintermediation? Pacific Basin Finance Journal, 52, 5–25. https://doi.org/10.1016/j.pacfin.2017.12.001

Ng, A., & Ariff, M. (2019). Does Credit Rating Revision Affect the Price of a Special Class of Common Stock? Borsa Istanbul Review, 19(2005), S44–S55. https://doi.org/10.1016/j.bir.2019.02.004

Önder, Z., & Özyıldırım, S. (2019). Foreign banks and short-term macroeconomic fluctuations: Do financial development and regions matter? Economic Systems, 43(1), 63–76. https://doi.org/10.1016/j.ecosys.2018.08.007

Prasad, K., & Suprabha, K. R. (2015). Measurement of Exchange Rate Exposure: Capital Market Approach versus Cash Flow Approach. Procedia Economics and Finance, 25(15), 394–399. https://doi.org/10.1016/s2212-5671(15)00750-9

Rajan, R. S. (2012). Management of Exchange Rate Regimes in Emerging Asia. Review of Development Finance, 2(2), 53–68. https://doi.org/10.1016/j.rdf.2012.05.001

Rashid, A., Hassan, M. K., & Shah, M. A. R. (2020). On The Role of Islamic and Conventional Banks in the Monetary Policy Transmission in Malaysia: Do Size and Liquidity Matter? Research in International Business and Finance, 52, 1–33. https://doi.org/10.1016/j.ribaf.2019.101123

Rashid, A., & Jabeen, S. (2016). Analyzing Performance Determinants : Conventional versus Islamic Banks in Pakistan. Borsa Istanbul Review, 16(2), 92–107. https://doi.org/10.1016/j.bir.2016.03.002

Saeed, M., & Izzeldin, M. (2016). Examining the Relationship between Default Risk and Efficiency in Islamic and Conventional Banks. Journal of Economic Behavior and Organization, 132, 127–154. https://doi.org/10.1016/j.jebo.2014.02.014

Safiullah, M., & Shamsuddin, A. (2019). Risk-adjusted efficiency and corporate governance: Evidence from Islamic and conventional banks. Journal of Corporate Finance, 55, 105–140. https://doi.org/10.1016/j.jcorpfin.2018.08.009

Salman, A., & Nawaz, H. (2018). Islamic Financial System and Conventional Banking: A Comparison. Arab Economic and Business Journal, 13(2), 155–167. https://doi.org/10.1016/j.aebj.2018.09.003

Sarkis, N., & Daou, L. (2013). Giving Back to the Community, an Obligation or an Option Today?—Case of the Educational Sector in Lebanon. International Strategic Management Review, 1(2), 59–64. https://doi.org/10.1016/j.ism.2013.09.001

Sasmal, J. (2015). Food Price Inflation in India: The Growing Economy with Sluggish Agriculture. Journal of Economics, Finance and Administrative Science, 20(38), 30–40. https://doi.org/10.1016/j.jefas.2015.01.005

Shahzad, S. J. H., Ferrer, R., Ballester, L., & Umar, Z. (2017). Risk Transmission between Islamic and Conventional Stock Markets: A Return and Volatility Spillover Analysis. International Review of Financial Analysis, 52, 9–26. https://doi.org/10.1016/j.irfa.2017.04.005

Siami-Namini, S., & Hudson, D. (2019). The Impacts of Sector Growth and Monetary Policy on Income Inequality in Developing Countries. Journal of Economic Studies, 46(3), 591–610. https://doi.org/10.1108/JES-08-2017-0243

Sinyakov, A., & Yudaeva, K. (2016). Central Bank Policy Under Significant Balance-of-payment Shocks and Structural Shifts. Russian Journal of Economics, 2(3), 246–278. https://doi.org/10.1016/j.ruje.2016.09.001

Sorwar, G., Pappas, V., Pereira, J., & Nurullah, M. (2016). To Debt or not to Debt: Are Islamic Banks Less Risky than Conventional Banks? Journal of Economic Behavior and Organization, 132, 113–126. https://doi.org/10.1016/j.jebo.2016.10.012

Sugiharti, L., Esquivias, M. A., & Setyorani, B. (2020). The Impact of Exchange rate Volatility on Indonesia’s Top Exports to the Five Main Export Markets. Heliyon, 6(1), 1–14. https://doi.org/10.1016/j.heliyon.2019.e03141

Toumi, K., Viviani, J. L., & Chayeh, Z. (2019). Measurement of the Displaced Commercial Risk in Islamic Banks. Quarterly Review of Economics and Finance, 74, 18–31. https://doi.org/10.1016/j.qref.2018.03.001

Trabelsi, N., & Naifar, N. (2017). Are Islamic Stock Indexes Exposed to Systemic Risk? Multivariate GARCH Estimation of CoVaR. Research in International Business and Finance, 42(7), 727–744. https://doi.org/10.1016/j.ribaf.2017.07.013

Trad, N., Trabelsi, M. A., & Goux, J. F. (2017). Risk and Profitability of Islamic Banks: A Religious Deception or an Alternative Solution? European Research on Management and Business Economics, 23(1), 40–45. https://doi.org/10.1016/j.iedeen.2016.09.001

Trimulato, T. (2019). Fintech for Sharia Micro Finance Institution: Qualitative Analysis toward Utilization of Financial Technology in BPRS and BMT. Journal of Islamic Economics, 4(2), 123. https://doi.org/10.29240/alfalah.v4i2.917

Trisanty, A. (2018). The Profit Sharing Implementation For Financing In Indonesian Sharia Banking. Airlangga International Journal of Islamic Economics and Finance, 1(1), 32–42.

Usman, M., Qamar Jibran, M. A., Amir-ud-Din, R., & Akhter, W. (2019). Decoupling Hypothesis of Islamic Stocks: Evidence from copula CoVaR Approach. Borsa Istanbul Review, 19, S56–S63. https://doi.org/10.1016/j.bir.2018.09.001

Wahyudi, I., & Sani, G. A. (2014). Interdependence Between Islamic Capital Market and Money Market: Evidence from Indonesia. Borsa Istanbul Review, 14(1), 32–47. https://doi.org/10.1016/j.bir.2013.11.001

Wasiaturrahma, Ajija, S. R., Sukmana, R., Sari, T. N., & Hudaifah, A. (2020). Breadth and Depth Outreach of Islamic Cooperatives: Do Size, Non-performing finance, and Grant matter? Heliyon, 6(7), e04472. https://doi.org/10.1016/j.heliyon.2020.e04472

Zeev, N. Ben. (2019). Global Credit Supply Shocks and Exchange Rate Regimes. Journal of International Economics, 116, 1–32. https://doi.org/10.1016/j.jinteco.2018.10.002

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Published

2021-06-28

How to Cite

Budiandru, B. (2021). Default Risk on Islamic Banking in Indonesia. Journal of Economics, Business, and Accountancy Ventura, 24(1), 49–62. https://doi.org/10.14414/jebav.v24i1.2474