Measuring Financial Distress of Islamic Banks Under Pandemic and Its Determinants: Random Effect Approach
DOI:
https://doi.org/10.54471/iqtishoduna.v12i1.2092Keywords:
financial distress, islamic bank, capital requirement, covid-19Abstract
This study objectives to measure banks’ financial distress level and test whether fundamental factors and COVID-19 affect the banks' financial conditions. The data were sourced from the Islamic banks’ quarterly financial reports in Indonesia for 2019.1 to 2021.1 to find out a financial conditions before and during the pandemic. Testing was done through a panel data regression test. The random effect model was obtained as the best model for this research after going through several stages of model selection tests. Meanwhile, this study produced several essential findings for adding to the empirical research repertoire during the pandemic. First, the Altman Z-Score test's results varied from distress, a gray area, and safe from ten Islamic banks studied. Second, after several testing stages, it was found that capital adequacy, profitability, and financing proportion positively affected financial conditions, while COVID-19 did not affect the Islamic banks’ financial conditions. These findings showed that Islamic banks in Indonesia are stable during the pandemic for the short-term, however, for the long-term impact requires more observations.
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References
Abdulle, Mohamed Yusuf, and Salina H. Kassim. “Impact of Global Financial Crisis on the Performance of Islamic and Conventional Banks: Empirical Evidence from Malaysia.” Journal of Islamic Economics, Banking and Finance 8, no. 4 (2012): 9–20.
Affandi, Ahmad. “Monetary Policy Shocks and Islamic Banks Deposits in Indonesian Dual Banking System After the Financial.” Jurnal Keuangan dan Perbankan 14, no. 3 (2010).
Ahmad, Abu Umar Faruq, and M. Kabir Hassan. “Regulation and Performance of Islamic Banking in Bangladesh.” Thunderbird International Business Review 49, no. 2 (March 2007): 251–277. https://onlinelibrary.wiley.com/doi/10.1002/tie.20142.
Altman, Edward I., Małgorzata Iwanicz-Drozdowska, Erkki K. Laitinen, and Arto Suvas. “Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman’s Z- Score Model.” Journal of International Financial Management & Accounting 28, no. 2 (June 2017): 131–171. https://onlinelibrary.wiley.com/doi/10.1111/jifm.12053.
Altunbas, Yener, Santiago Carbo, Edward P.M. Gardener, and Philip Molyneux. “Examining the Relationships between Capital, Risk and Efficiency in European Banking.” European Financial Management 13, no. 1 (January 2007): 49–70. https://onlinelibrary.wiley.com/doi/10.1111/j.1468-036X.2006.00285.x.
Apan, Mehmet, Ahmet Oztel, and Mehmet Islamoglo. “Comparative Empirical Analysis of Financial Failures of Enterprises with Altman Z-Score and VIKOR Methods: BIST Food Sector Application.” Australasian Accounting, Business and Finance Journal 12, no. 1 (2018): 77–101. http://ro.uow.edu.au/aabfj/vol12/iss1/6/.
Bashir, A., A.F. Darrat, and M.O. Suliman. “EQUITY CAPITAL, PROFIT SHARING CONTRACTS, AND INVESTMENT: THEORY AND EVIDENCE.” Journal of Business Finance & Accounting 20, no. 5 (September 1993): 639–651. https://onlinelibrary.wiley.com/doi/10.1111/j.1468-5957.1993.tb00281.x.
Bešlić Obradović, Dragana, Dejan Jakšić, Ivana Bešlić Rupić, and Mirko Andrić. “Insolvency Prediction Model of the Company: The Case of the Republic of Serbia.” Economic Research-Ekonomska Istraživanja 31, no. 1 (January 23, 2018): 139–157. https://www.tandfonline.com/doi/full/10.1080/1331677X.2017.1421990.
Bushman, Robert M., and Christopher D. Williams. “Accounting Discretion, Loan Loss Provisioning, and Discipline of Banks’ Risk-Taking.” Journal of Accounting and Economics 54, no. 1 (August 2012): 1–18. https://linkinghub.elsevier.com/retrieve/pii/S0165410112000390.
Canbas, Serpil, Altan Cabuk, and Suleyman Bilgin Kilic. “Prediction of Commercial Bank Failure via Multivariate Statistical Analysis of Financial Structures: The Turkish Case.” European Journal of Operational Research 166, no. 2 (October 2005): 528–546. https://linkinghub.elsevier.com/retrieve/pii/S0377221704002838.
Chong, Beng Soon, and Ming-Hua Liu. “Islamic Banking: Interest-Free or Interest-Based?” Pacific-Basin Finance Journal 17, no. 1 (January 2009): 125–144. https://linkinghub.elsevier.com/retrieve/pii/S0927538X08000036.
Čihák, Martin, and Heiko Hesse. “Islamic Banks and Financial Stability: An Empirical Analysis.” Journal of Financial Services Research 38, no. 2–3 (December 1, 2010): 95–113. http://link.springer.com/10.1007/s10693-010-0089-0.
Derbali, Abdelkader. “Islamic Banking during the Financial Crisis of 2007.” Serbian Journal of Management 10, no. 1 (2015): 89–108. http://scindeks.ceon.rs/Article.aspx?artid=1452-48641501089D.
El-Hawary, Dahlia, Wafik Grais, and Zamir Iqbal. “Diversity in the Regulation of Islamic Financial Institutions.” The Quarterly Review of Economics and Finance 46, no. 5 (February 2007): 778–800. https://linkinghub.elsevier.com/retrieve/pii/S1062976906000986.
Erfani, G., and Bijan Vasigh. “The Impact of the Global Financial Crisis on Profitability of the Banking Industry: A Comparative Analysis.” Economies 6, no. 4 (December 11, 2018): 66. http://www.mdpi.com/2227-7099/6/4/66.
Foos, Daniel, Lars Norden, and Martin Weber. “Loan Growth and Riskiness of Banks.” Journal of Banking & Finance 34, no. 12 (December 2010): 2929–2940. https://linkinghub.elsevier.com/retrieve/pii/S0378426610002438.
Haq, Mamiza, and Richard Heaney. “Factors Determining European Bank Risk.” Journal of International Financial Markets, Institutions and Money 22, no. 4 (October 2012): 696–718. https://linkinghub.elsevier.com/retrieve/pii/S1042443112000273.
Husna, H. Nurul, and R. Abdul Rahman. “Financial Distress–Detection Model for Islamic Banks.” International Journal of Trade, Economics and Finance (2012): 158–163. http://www.ijtef.org/show-37-426-1.html.
Ben Naceur, Samy, and Magda Kandil. “The Impact of Capital Requirements on Banks’ Cost of Intermediation and Performance: The Case of Egypt.” Journal of Economics and Business 61, no. 1 (January 2009): 70–89. https://linkinghub.elsevier.com/retrieve/pii/S0148619507000926.
Olson, Dennis, and Taisier A. Zoubi. “Using Accounting Ratios to Distinguish between Islamic and Conventional Banks in the GCC Region.” The International Journal of Accounting 43, no. 1 (March 2008): 45–65. https://linkinghub.elsevier.com/retrieve/pii/S0020706308000046.
Ouerghi, Feryel. “Are Islamic Banks More Resilient To Global Financial Crisis Than Conventional Banks?” Asian Economic and Financial Review 4, no. 7 (2014).
Paule-Vianez, Jessica, Milagros Gutiérrez-Fernández, and José Luis Coca-Pérez. “Prediction of Financial Distress in the Spanish Banking System.” Applied Economic Analysis 28, no. 82 (November 21, 2019): 69–87. https://www.emerald.com/insight/content/doi/10.1108/AEA-10-2019-0039/full/html.
Samanhyia, Solomon, Kofi Mintah Oware, and Frederick Anisom-Yaansah. “Financial Distress and Bankruptcy Prediction: Evidence from Ghana.” Expert Journal of Finance 4 (2016): 52–65.
Schwerter, Stefan. “Basel III’s Ability to Mitigate Systemic Risk.” Journal of Financial Regulation and Compliance 19, no. 4 (November 15, 2011): 337–354. https://www.emerald.com/insight/content/doi/10.1108/13581981111182947/full/html.
Stiroh, Kevin J. “New Evidence on the Determinants of Bank Risk.” Journal of Financial Services Research 30, no. 3 (December 19, 2006): 237–263. http://link.springer.com/10.1007/s10693-006-0418-5.
Szetela, Beata, Grzegorz Mentel, and Jacek Brożyna. “In Search of Insolvency among European Countries.” Economic Research-Ekonomska Istraživanja 29, no. 1 (January 23, 2016): 839–856. https://www.tandfonline.com/doi/full/10.1080/1331677X.2016.1237301.
TÜRKCAN, ZEYNEP. “Financial Failure Prediction in Banks: The Case of European Union Countries.” Journal of Business Research - Turk 10, no. 2 (June 28, 2018): 554–569. http://www.isarder.org/2018/vol.10_issue.2_article30_full_text.pdf.
Wihlborg, Clas. “Basel II and the Need for Bank Distress Resolution Procedures*.” Financial Markets, Institutions and Instruments 14, no. 5 (December 2005): 359–369. https://onlinelibrary.wiley.com/doi/10.1111/j.0963-8008.2005.00112.x.
Yang, Yongshi, Fujun Peng, Runsheng Wang, Kai Guan, Taijiao Jiang, Guogang Xu, Jinlyu Sun, and Christopher Chang. “The Deadly Coronaviruses: The 2003 SARS Pandemic and the 2020 Novel Coronavirus Epidemic in China.” Journal of Autoimmunity 109 (May 2020): 102434.
Zhang, Dayong, Min Hu, and Qiang Ji. “Financial Markets under the Global Pandemic of COVID-19.” Finance Research Letters 36 (October 2020): 101528. https://linkinghub.elsevier.com/retrieve/pii/S1544612320304050.
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