Analysis Efficiency of Islamic Bank in Indonesia and Saudi Arabia With Data Envelopment Analysis Approach

Ilham Hibatullah*  -  Universitas Ibn Khaldun Bogor, Indonesia
Anggita Nurcahyani  -  UIN Sultan Maulana Hasanuddin Banten, Indonesia

(*) Corresponding Author
DOI : 10.32678/ijei.v12i2.306

This study aims to measure the level of performance efficiency of Islamic banks in Indonesia and Saudi Arabia from 2018 to 2020; and Analyzing improvement targets that can be carried out by Islamic banks in Indonesia and Saudi Arabia to achieve optimum performance using the Data Envelopment Analysis (DEA) method. Data analysis was carried out using the MaxDEA program version 8.2. The sampling technique in this study was done by purposive sampling. The object of this research is the 4 largest Islamic banks in each country. Input and Output Variable data are obtained from financial reports from 2018 - 2020. The results show that the average efficiency value of Indonesian Islamic Banks is higher than the average efficiency of Saudi Arabian Islamic Banks in the 2018 and 2019 periods. using both the CRS and VRS models. As for the 2020 period, the opposite applies where the average efficiency value of Saudi Arabian Islamic Banks outperforms Indonesian Islamic Banks with the same two measurement models. As a whole, the average efficiency value of Saudi Arabian Islamic Banks is superior to the CRS model, while the Indonesian Islamic Bank's VRS model has a higher average efficiency value.

Keywords : Efficiency; Islamic Banking; Data Envelopment Analysis (DEA); Indonesia; Saudi Arabia

  1. Abdullah, L., Ong, W., & Sanusi, N. A. (2019). Efficiency Measures of Islamic Banks Using Data Envelopment Analysis Frontier: Evidence from Malaysia. ICIC International 学会. https://doi.org/10.24507/icicelb.10.08.689
  2. Afrianty, N. (2017). Pengukuran Efisiensi Kinerja Bank Pembiayaan Rakyat Syariah di Indonesia dengan Pendekatan Data Envelopment Analysis dan Sharia Maqasid Index. dspace.uii.ac.id. https://dspace.uii.ac.id/handle/123456789/3421
  3. Antonio, M. S. (2001). Bank Syariah: Dari teori ke praktik (Cetakan ke-1). Gema Insani.
  4. Awaluddin, M., Mutmainna, A., & Wardhani, R. S. (2019). Komparasi Efisiensi Penyaluran Kredit Pada Bank Umum Syariah (BUS) antara Bank Mega Syariah dan Bank CIMB Niaga Syariah Dengan Pendekatan Data Envelopment Analysis (DEA) Dan Perbankan Syariah. https://www.researchgate.net/profile/Rulyanti-Wardhani/publication/337747166_Komparasi_Efisiensi_Penyaluran_Kredit_Pada_Bank_Umum_Syariah_BUS_antara_Bank_Mega_Syariah_dan_Bank_CIMB_Niaga_Syariah_Dengan_Pendekatan_Data_Envelopment_Analysis_DEA/links/5e0bfbf792851c8364a926bf/Komparasi-Efisiensi-Penyaluran-Kredit-Pada-Bank-Umum-Syariah-BUS-antara-Bank-Mega-Syariah-dan-Bank-CIMB-Niaga-Syariah-Dengan-Pendekatan-Data-Envelopment-Analysis-DEA.pdf
  5. Azad, Md. A. K., Munisamy, S., Masum, A. K. M., Saona, P., & Wanke, P. (2016). Bank efficiency in Malaysia: A use of malmquist meta-frontier analysis. Eurasian Business Review, 7(2), 287–311. https://doi.org/10.1007/s40821-016-0054-4
  6. Aziz, R. M., & Amanda, D. (2021). Analysis of Efficiency between Islamic Commercial Bank and Islamic Business Unit in Indonesia. Jurnal Organisasi Dan Manajemen. http://jurnal.ut.ac.id/index.php/jom/article/view/834
  7. Badruzaman, J. (2020a). Analisis Efisiensi dan Kinerja Bank Syariah di Indonesia. Jurnal Akuntansi, Query date: 2021-07-27 21:47:07. https://core.ac.uk/download/pdf/328101384.pdf
  8. Badruzaman, J. (2020b). Analisis Efisiensi dan Kinerja Bank Syariah di Indonesia. core.ac.uk. https://core.ac.uk/download/pdf/328101384.pdf
  9. Chabachib, M., Windriya, A., Robiyanto, R., & Hersugondo, H. (2019). A comparative study of Indonesian and Malaysian Islamic banks. Banks and Bank Systems, 14(4), 55–68. https://doi.org/10.21511/bbs.14(4).2019.06
  10. Darsono, D. K. K. (2017). Perbankan Syariah di Indonesia. Jakarta: PT Raja Grafindo Persada.
  11. Faturohman, T., Maharani, A. K., & ... (2020). Data Envelopment Analysis (DEA) Efficiency of Islamic Banks in Asean: A Cross-Country Comparative Examination of Intermediation and Production Efficiency Aproach. ejournal.unsrat.ac.id. https://ejournal.unsrat.ac.id/index.php/jmbi/article/download/26680/26299
  12. Fauziah, S. I., Sunarya, E., & Komariah, K. (2019). Analisis Efisiensi dengan Menggunakan Metode Data Envelopment Analysis pada Bank Umum Syariah. Journal of Management and Business (JOMB). https://journal.ipm2kpe.or.id/index.php/JOMB/article/view/615
  13. Hadini, M. L., & Wibowo, D. (2021). Komparasi Efisiensi Bank Konvensional dan Bank Syariah di Indonesia Berdasarkan Data Envelopment Analysis (DEA). 10, 25.
  14. Haider, M. (2019). A comparative study of operational efficiency of Pakistani and Malaysian islamic banks: Data envelopment analysis approach. Asian Economic and Financial Review, 9(5), 559–580. https://doi.org/10.18488/journal.aefr.2019.95.559.580
  15. Hakim, L., & Anwar, A. (2017). Pembiayaan Murabahah Pada Perbankan Syariah Dalam Perspektif Hukum Di Indonesia. Al-Urban, 1(2), 212–223. https://doi.org/10.22236/alurban
  16. Imama, L. S. (2015). Konsep dan Implementasi Murabahah Pada Produk Pembiayaan Bank Syariah. IQTISHADIA: Jurnal Ekonomi & Perbankan Syariah, 1(2), 221. https://doi.org/10.19105/iqtishadia.v1i2.482
  17. Javaid, S., & Alalawi, S. (2018). Performance and Profitability of Islamic Banks in Saudi Arabia: An Empirical Analysis. Asian Economic and Financial Review, 8(1), 38–51. https://doi.org/10.18488/journal.aefr.2018.81.38.51
  18. Kamarudin, F. (2019). Bank Efficiency in Malaysia a DEA Approach. Journal of Central Banking Theory and Practice, 8(1), 133–162. https://doi.org/10.2478/jcbtp-2019-0007
  19. Khasanah, R. (2020). Tingkat efisiensi bank umum syariah di Indonesia menggunakan data envelopment analysis: Studi pada bank umum syariah periode 2015-2019. etheses.uin-malang.ac.id. http://etheses.uin-malang.ac.id/26560/
  20. Kurnianti, F. (2019). Antesden Bank Konvensional dan Bank Syariah di Indonesia Periode 2013-2017. Jurnal Ilmu Manajemen (JIM). https://jurnalmahasiswa.unesa.ac.id/index.php/jim/article/view/28692
  21. Lestari, A., & Huda, N. (2020a). Analisis Efisiensi Bank Umum Syariah Pendekatan Data Envelopment Analysis (Dea) (Periode 2015-2019). JEBA (Journal of Economics and Business Aseanomics), 5(1). https://doi.org/10.33476/j.e.b.a.v5i1.1402
  22. Lestari, A., & Huda, N. (2020b). Analisis Efisiensi Bank Umum Syariah Pendekatan Data Envelopment Analysis (Dea) (Periode 2015-2019). JEBA (Journal of Economics and Business Aseanomics), 5(1). https://doi.org/10.33476/j.e.b.a.v5i1.1402
  23. Mensi, W., Hamdi, A., Shahzad, S. J. H., Shafiullah, M., & Al-Yahyaee, K. H. (2018). Modeling cross-correlations and efficiency of Islamic and conventional banks from Saudi Arabia: Evidence from MF-DFA and MF-DXA approaches. Physica A: Statistical Mechanics and Its Applications, 502, 576–589. https://doi.org/10.1016/j.physa.2018.02.146
  24. Mohanty, S. K., Lin, H.-J., Aljuhani, E. A., & Bardesi, H. J. (2016). Banking efficiency in Gulf Cooperation Council (GCC) countries: A comparative study. Review of Financial Economics, 31, 99–107. https://doi.org/10.1016/j.rfe.2016.06.004
  25. Notalin, E., Afrianty, N., & Asnaini, A. (2021). Dampak Pandemi Covid-19 terhadap Tingkat Efisiensi Kinerja Keuangan Bank Umum Syariah di Indonesia Menggunakan Pendekatan Data Envelopment Analysis (DEA). Jurnal Ilmiah Akuntansi …. http://jurnal.umb.ac.id/index.php/jamekis/article/view/169-178
  26. OJK, D. P. dan P. P. S. (2020). Roadmap Pengembangan Perbankan Syariah 2020-2025. Otoritas Jasa Keuangan. https://www.ojk.go.id/id/kanal/syariah/berita-dan-kegiatan/publikasi/Documents/Pages/Roadmap-Pengembangan-Perbankan-Syariah-Indonesia-2020-2025/Buku%20-%20Roadmap%20Pengembangan%20Perbankan%20Syariah%20Indonesia%202020-2025.pdf
  27. Sadikin, D., Zuhdi, R., & Zoebaedi, F. (2016). Analisis Efisiensi Bank Umum Syariah Indonesia Periode Tahun 2011-2016 (Pendekatan Data Envelopment Analysis). Manajemen dan Perbankan. http://journal.ibs.ac.id/index.php/JEMP/article/view/105
  28. Salami, O. L., & Adeyemi, A. A. (2015). Malaysian islamic banks’ efficiency: An intra-bank comparative analysis of islamic windows and full-fledged subsidiaries. International Journal of Business and Society, 16(1), 19–38. https://doi.org/10.33736/ijbs.551.2015
  29. Sari, O. S. (2018). Analisis Efisiensi Bank Umum Syariah (BUS) di Indonesia Pada Tahun 2016 dengan Metode Data Envelopment Analysis (DEA). repository.radenintan.ac.id. http://repository.radenintan.ac.id/id/eprint/3929
  30. Sari, P. M., Bahrudin, Moh., & Nurmalia, G. (2020). Studi Komparatif Analisis Efisiensi Kinerja Perbankan Syariah di Indonesia antara Metode Data Envelopment Analysis (DEA) dan Stochastic Frontier Analysis (SFA. http://repository.radenintan.ac.id/9229/1/PUSAT%201%202.pdf
  31. Sari, T. N. (2019). Analisa Perbandingan Tingkat Efisiensi Perbankan Konvensional dan Perbankan Syariah di Indonesia. Balance Vocation Accounting Journal. http://jurnal.umt.ac.id/index.php/bvaj/article/view/1940
  32. Setyono, F., Istiqomah, Y. N. A., & ... (2021). Analisis Efisiensi Perbankan Syariah Pada Masa Pandemi Covid-19 Menggunakan Data Envelopment Analysis (DEA). I-Finance: A Research …. http://jurnal.radenfatah.ac.id/index.php/I-Finance/article/view/8434
  33. Susilowati, E., Halimah, A., & Umam, K. (2021). Pemodelan Efisiensi Bank di Indonesia: Perbandingan antara Bank Syariah dan Bank Konvensional. SINDA: Comprehensive Journal of Islamic Social Studies. http://jurnalprodi.unublitar.ac.id/index.php/sinda/article/view/24
  34. The Asian Bankers. (2020). Largest Banks. https://www.theasianbanker.com/ab500/2018-2019/largest-islamic-banks
  35. Wendha, D. N., & Alteza, M. (2020). Analisis Efisiensi Perbankan Hasil Merger di Indonesia Dengan Metode Two-Stage Data Envelopment Analysis. JURNAL ILMU MANAJEMEN. https://journal.uny.ac.id/index.php/jim/article/view/34778
  36. Yanis, A. S. (2015). Faktor-faktor yang Mempengaruhi Pembiayaan Murabahah Pada Perbankan Syariah di Indonesia. 4(8), 17.

ISLAMICONOMIC: Jurnal Ekonomi Islam
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