Indonesian Islamic banks: A review of the financial state before and after the COVID-19 pandemic
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DOIhttp://dx.doi.org/10.21511/bbs.17(4).2022.02
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Article InfoVolume 17 2022, Issue #4, pp. 12-24
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Banking plays an important role in business and economic growth. However, since a couple decades ago, there have been issues with efficiency and performance. This paper aims to examine Indonesia’s Islamic banking performance through non-parametric production efficiency analysis before and after the COVID-19 pandemic, 2010–2021. This study differentiated between different dimensions of Indonesia’s Islamic banks (IIB) finance and non-finance aspects, as well as investigated the relationships between these dimensions of finance, including assets, deposits, equity, financing, and income, and non-financial variables, namely employees and offices. Non-parametric analysis, with the input-oriented variable constant return to scale (CRS) and returns to scale (VRS) models as a framework, data envelopment analysis (DEA) is used to calculate the IIB of overall, pure, and scale efficiency. However, the resources of technology IIB management are lacking, as well as macroeconomic and environmental effects. This study found that IIB operational needs to enhance investment in technology beyond the office. This means that the number of offices has a smaller impact on enhancing deposits and revenue. Technology investment has a crucial role in enhancing IIB equity, income, and innovation service. As a result, IIB managers and policymakers must improve their efficiency scores in order to increase competition and innovation. Furthermore, IIB needs to increase and spend their assets and experience to enhance technology, which significantly affects efficiency.
- Keywords
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JEL Classification (Paper profile tab)C53, E32, G21
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References42
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Tables5
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Figures0
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- Table 1. Indonesian Islamic Banks (IIB) data and indicators
- Table 2. Correlation and descriptive variables
- Table 3. Descriptive statistics of annual efficiency score of IIBs
- Table 4. Descriptive statistics of efficiency scores across banks
- Table 5. Annual evolution of efficiency scores per category
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- Aggelopoulos, E., & Georgopoulos, A. (2017). Bank branch efficiency under environmental change: A bootstrap DEA on monthly profit and loss accounting statements of Greek retail branches. European Journal of Operational Research, 261(3), 1170-1188.
- Akram, H., & Rahman, H. (2018). Credit risk management: A comparative study of Islamic banks and conventional banks in Pakistan. ISRA International Journal of Islamic Finance, 10(2), 185-205.
- Alandejani, M. (2022). Does issuing Islamic bonds through bank increase banking efficiency? Heliyon, 8(8), 1-9.
- Alqahtani, F., Mayes, D. G., & Brown, K. (2017). Islamic bank efficiency compared to conventional banks during the global crisis in the GCC region. Journal of International Financial Markets, Institutions and Money, 51, 58-74.
- Anouze, A. L. M., & Bou-Hamad, I. (2019). Data envelopment analysis and data mining to efficiency estimation and evaluation. International Journal of Islamic and Middle Eastern Finance and Management, 12(2), 169-190.
- Asmild, M., Kronborg, D., Mahbub, T., & Matthews, K. (2018). The efficiency patterns of Islamic banks during the global financial crisis: The case of Bangladesh. The Quarterly Review of Economics and Finance, 74, 67-74.
- Basri, M. F., Muhamat, A. A., & Jaafar, M. N. (2018). The efficiency of Islamic banks in Malaysia: Based on DEA and Malmquist productivity index. Journal of Emerging Economies and Islamic Research, 6(3), 15-27.
- Benston, G. J. (1965). Branch banking and economies of scale. Journal of Finance, 20(2), 312-331.
- Berger, A. N., & Humphrey, D. B. (1997). Efficiency of financial institutions: International survey and directions for further research. European Journal of Operational Research, 98(2), 175-212.
- Bhatia, V., Basu, S., Mitra, S. K., & Dash, P. (2018). A review of bank efficiency and productivity. Opsearch, 55, 557-600.
- Chaffai, M., & Hassan, M. K. (2019). Technology gap and managerial efficiency: A comparison between Islamic and conventional banks in MENA. Journal of Productivity Analysis, 51, 39-53.
- Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision-making units. European Journal of Operational Research, 2(6), 429-444.
- Chen, S., Chen, T., Lou, P., Song, H., & Wu, C. (2023). Bank regulation and corporate environmental performance. World Development, 161, 1-16.
- Chowdhury, M. A. M., & Haron, R. (2021). The efficiency of Islamic Banks in the Southeast Asia (SEA) Region. Future Business Journal, 7, 16.
- Demirguc-Kunt, A., Pedraza, A., & Ruiz-Ortega, C. (2021). Banking Sector Performance During the COVID-19 Crisis. Journal of Banking & Finance, 133, 106305.
- Dolgun, M.H., Mirakhor, A., & Ng, A. (2019). A proposal designed for calibrating the liquidity coverage ratio for Islamic banks. ISRA International Journal of Islamic Finance, 11(1), 82-97.
- Doumpos, M., Hasan, I., & Pasiouras, F. (2017). Bank overall financial strength: Islamic versus conventional banks. Economic Modelling, 64, 513-523.
- Emrouznejad, A., & Yang, G.L. (2018). A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016. Socio-Economic Planning Sciences, 61, 4-8.
- Farrell, M. J. (1957). The measurement of productive efficiency. Journal of Royal Statistical Society, 120(3), 253-290.
- Gulati, R., & Kumar, S. (2017). Analysing banks’ intermediation and operating efficiencies using the two-stage network DEA model: The case of India. International Journal of Productivity and Performance Management, 66(4), 500-516.
- Hambali, A., & Adhariani, D. (2022). Sustainability performance at stake during COVID-19 pandemic? Evidence from Sharia-compliant companies in emerging markets. Journal of Islamic Accounting and Business Research (ahead-of-print).
- Henriques, I. C., Sobreiro, V. A., Kimura, H., & Mariano, E. B. (2020). Two-stage DEA in banks: Terminological controversies and future directions. Expert Systems with Applications, 161(15), 1-31.
- Johnes, J., Izzeldin, M., & Pappas. P. (2014). A comparison of performance of Islamic and conventional banks 2004–2009. Journal of Economic Behavior & Organization, 103, S93-S107.
- Junaidi, J. (2021). The awareness and attitude of Muslim consumer preference: the role of religiosity. Journal of Islamic Accounting and Business Research, 12(6), 919-938.
- Junaidi, J. (2022). Religiosity versus profit-loss sharing: how Islamic banks brand fidelity influence the Muslim consumers’ commitment. Journal of Islamic Accounting and Business Research, 13(6), 960-976.
- Junaidi, J., Wahida, A., Sari, H., & Anwar, S. (2021). Islamic Banks Financial Performance Indicators in Dual Banking System: The Case of Indonesia. Fokus Bisnis: Media Pengkajian Manajemen Dan Akuntansi, 20(2), 182-193.
- Kamarudin, F., Sufian, F., Loong, F. W., & Anwar, N. A. M. (2017). Assessing the domestic and foreign Islamic banks efficiency: Insights from selected Southeast Asian countries. Future Business Journal, 3(1), 33-46.
- Kamarudin, F., Sufian, F., Nassir, A. M., Anwar, N. A. M., & Hussain, H. I. (2019). Bank efficiency in Malaysia a DEA approach. Journal of Central Banking Theory and Practice, 8(1), 133-162.
- Kyei-Frimpong, M., Nyarko Adu, I., Suleman, A.R., & Owusu Boakye, K. (2022). In search of performance-oriented leadership behaviours in the Ghanaian financial service sector: the role of knowledge sharing. Journal of Work-Applied Management, 14(2), 272-287.
- Le, T. D. Q., Ho, T. H., Nguyen, D. T., & Ngo, T. (2022). A cross-country analysis on diversification, Sukuk investment, and the performance of Islamic banking system under the COVID-19 pandemic. Heliyon, 8(3), 1-8.
- Ling, P. S., Abdul-Rahim, R., & Said, F. (2020). The effectiveness of technical strategies in Malaysian Shari’ah vs conventional stocks. ISRA International Journal of Islamic Finance, 12(2), 195-215.
- Mateev, M., Sahyouni, A., & Tariq, M. U. (2022). Bank regulation, ownership and risk taking behavior in the MENA region: policy implications for banks in emerging economies. Review of Managerial Science.
- OJK. (2021). Siaran pers: Market share keuangan Syariah capai 8 persen (No. SP 102/DHMS/OJK/X/2017).
- Parsa, M. (2022). Efficiency and stability of Islamic vs. conventional banking models: A meta frontier analysis. Journal of Sustainable Finance & Investment, 12(3), 849-869.
- Rosman, R., Abd Wahab, N., & Zainol, Z. (2014). Efficiency of Islamic banks during the financial crisis: An analysis of Middle Eastern and Asian countries. Pacific-Basin Finance Journal, 28, 76-90.
- Saâdaoui, F., & Khalfi, M. (2022). Revisiting Islamic banking efficiency using multivariate adaptive regression splines. Annals of Operations Research, 1-19.
- Sakti, M. R. P., & Mohamad, A. (2018). Efficiency, stability and asset quality of Islamic vis-à-vis conventional banks: Evidence from Indonesia. Journal of Islamic Accounting and Business Research, 9(3), 378-400.
- Saleh, A. S., Moradi-Motlagh, A., & Zeitun, R. (2020). What are the drivers of inefficiency in the Gulf Cooperation Council banking industry? A comparison between conventional and Islamic banks. Pacific-Basin Finance Journal, 60, 1-12.
- Sealey, C., & Lindley, J. (1977). Inputs, outputs, and a theory of production and cost at depository financial institutions. Journal of Finance, 32(4), 1251-1267.
- Shawtari, F. A., Abdelnabi Salem, M., & Bakhit, I. (2018). Decomposition of efficiency using DEA window analysis: A comparative evidence from Islamic and conventional banks. Benchmarking: An International Journal, 25(6), 1681-1705.
- Wanke, P., Azad, M. A. K., Emrouznejad, A., & Antunes, J. (2019). A dynamic network DEA model for accounting and financial indicators: A case of efficiency in MENA banking. International Review of Economics and Finance, 61, 52-68.
- Xu, G., & Zhou, Z. (2020). Assessing the efficiency of financial supply chain for Chinese commercial banks: a two-stage AR-DEA model. Industrial Management & Data Systems, 121(4), 894-920.