Islamic Banking Efficiency in The Covid-19 Pandemic Era and The Role of Digitalization

Authors

  • Ihsanul Ikhwan International Islamic University of Malaysia
  • Aam Slamet Rusydiana SMART Indonesia

DOI:

https://doi.org/10.58968/eii.v4i1.60

Keywords:

Islamic banking, Efficiency, DEA, Covid-19, Digitalization

Abstract

Over the past two years, the COVID-19 pandemic has affected the banking industry. In the current sustainable era, increasing efficiency is one of the goals that must be achieved by banks. This study aims to measure the efficiency of Islamic banking, especially during the COVID-19 pandemic from 14 Islamic banks in Indonesia within a period of 6 years, from 2015 to 2020. The non-parametric method, Data Envelopment Analysis (DEA) is used as a research method in measure efficiency. DEA results are also used to identify input and output variables that must be improved if a decision-making unit (DMU) needs to increase its efficiency in the form of potential improvement. The results of the study show that COVID-19 has an impact on decreasing the efficiency of Islamic banking in Indonesia. The Islamic banks with the highest efficiency scores are Bank Syariah Mandiri, BRI Syariah, and Maybank Syariah. Furthermore, based on the analysis of potential improvement, the most important variable to be improved by banks during the pandemic is the variable amount of financing. Islamic banking is also required to be able to adapt to digitalization in order to survive during the crisis caused by the COVID-19 pandemic and remain able to compete with conventional banking or new startups in the banking sector.

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References

Ascarya, & Yumanita, D. (2006). Mengukur Efisiensi Bank Syariah di Indonesia dengan Data Envelopment Analysis. TAZKIA Islamic Finance & Business Review, Vol. 1(2): 1–31

Ascarya, A., & Yumanita, D. (2008). Comparing the efficiency of Islamic banks in Malaysia and Indonesia. Bulletin of Monetary Economics and Banking, 11(2), 95-119. https://doi.org/10.21098/bemp.v11i2.237.

Baldwin, R., Weder, B., & Mauro, D. (2020). Economics in the time of COVID-19. In Economics in the Time of COVID-19. CEPR Press. https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases

Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078-1092.

Cahyono, E. F., & Rani, L. N. (2017). Performa Efisiensi Teknis Unit Usaha Syariah Bank Pembangunan Daerah di Pulau Sumatera. Human Falah, 4.

Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision-making units. European Journal of Operational Research, 2(6), 429-444

Faisol, A., Zainuri, Z., & Yuliati, L. (2015). Analisis Efisiensi Perbankan Syariah Di Indonesia Pascakrisis Finansial Global 2008 Dengan Pendekatan Data Envelopment Analysis (DEA). Jurnal Fakultas Ekonomi Universitas Jember.

Hassan, M. Kabir. 2006. The X-Efficiency in Islamic Banks. Journal Islamic Economic

Studies. Vol. 13, No. 2. New Orleans: University of New Orleans.

Isik, I., & Hassan, K. (2002). Cost and Profit Efficiency of the Turkish Banking Industri: An Empirical Investigation. Financial Review, 37(2), 257–279

Muliaman D. Hadad, Wimboh Santoso, dkk. 2003. Analisis Efisiensi Industri Perbankan indonesia : Penggunaan Metode Nonparametrik DEA. Jurnal Bank Indonesia.

Otoritas Jasa Keuangan. (2014). Penilaian Tingkat Kesehatan Bank Umum

Syariah Dan Unit Usaha Syariah. POJK No 8/POJK.03/2014

Otoritas Jasa Keuangan. (2020a). Statistik Perbankan Indonesia November 2020.

Otoritas Jasa Keuangan. (2020b). Statistik Perbankan Syariah Desember 2020.

Ozcan, Y. (2008). Health care benchmarking and performance evaluation: An assessment using data envelopment analysis. Boston: Springer.

Putri, V. R., & Lukviarman, N. (2008). Pengukuran Kinerja Bank Komersial dengan Pendekatan Efisiensi: Studi Terhadap Perbankan Go Public di Indonesia. Jurnal Akuntansi Dan Auditing Indonesia, 12(1).

Rusydiana, A. S., & Marlina, L. (2019). Financial and social efficiency on Indonesian Islamic banks. Journal of Islamic Monetary Economics and Finance, 5(3), 579-602.

Rusydiana, A. S., Laila, N., & Sudana, S. (2019). Efisiensi dan produktivitas industri perbankan pada sistem moneter ganda di Indonesia. Jurnal Siasat Bisnis, 23(1), 50-66.

Rusydiana, A. S. (2018). Efisiensi dan stabilitas bank umum syariah di Indonesia. Jurnal Akuntabilitas, 11(2), 203-222.

Sufian, F. (2007). The efficiency of Islamic banking industry: A nonParametric analysis with non-discretionary input variable. Islamic Economic Studies, 14(1), 53–78. https://doi.org/10.1108/08288660710779399. Suhendi, H. (2010). Fiqh Muamalah. Jakarta: Rajagrafindo.

Sharma, D., Sharma, A. K., & Barua, M. K. (2013). Efficiency and productivity of banking sector: A critical analysis of literature and design of conceptual model. Qualitative Research in Financial Markets, 5(2), 1755-4179

Sufian, F. (2007). Malmquist Indices of productivity change in Malaysian Islamic banking industry: Foreign versus domestic banks. Journal of Economic Cooperation, 28(1), 115–150.

https://doi.org/10.1007/BF02294970.

Suseno, Priyonggo (2008). Analisis Efisiensi dan Skala Ekonomi pada Industri Perbankan

Syariah di Indonesia. Journal of Islamic and Economics. Vol. 2, No. 1, Juni 2008,

hal 35-55. Yogyakarta:FE UII

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Published

2022-02-03

How to Cite

Ikhwan, I., & Aam. (2022). Islamic Banking Efficiency in The Covid-19 Pandemic Era and The Role of Digitalization. Ekonomi Islam Indonesia, 4(1). https://doi.org/10.58968/eii.v4i1.60