Efficiency Analysis Of Commercial Banks And Islamic Commercial Banks : Evidence From Indonesia

Main Article Content

Abdullah Haidar
Evania Herindar

Abstract

The purpose of this study is to examine the efficiency of commercial banks (BUK) and Islamic commercial banks (BUS) in Indonesia, which has a total of 19 BUK and 14 BUS. The CRS and VRS models are used in this study to analyse efficiency with data envelopment analysis over a five-year period (2016-2020) using the intermediary approach. According to the study's findings, there are still many BUKs and BUSs that need to improve their efficiency, as well as many efficient BUKs and BUSs. When comparing the two types of banks, the analysis results show that BUK is more efficient than BUS. The output variables, namely the amount of financing and operating income, are the leading cause of BUK and BUS inefficiency in Indonesia. This study also found that the COVID-19 pandemic reduced the efficiency of the BUK while maintaining or slightly increasing the efficiency of the BUS.

Article Details

How to Cite
Haidar, A., & Herindar, E. (2022). Efficiency Analysis Of Commercial Banks And Islamic Commercial Banks : Evidence From Indonesia. The Es Accounting And Finance, 1(01), 42–53. Retrieved from https://esj.eastasouth-institute.com/index.php/esaf/article/view/32
Section
Articles

References

A. Santoso, D. Ph, R. Pranata, A. Wibowo, and D. Ph, “Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID- 19 . The COVID-19 resource centre is hosted on Elsevier Connect , the company ’ s public news and information,” Am. J. Emerg. Med., no. January, pp. 1–6, 2020.

D. Adeabah and C. Andoh, “Cost efficiency and welfare performance of banks: evidence from an emerging economy,” Int. J. Manag. Financ., vol. 16, no. 5, pp. 549–574, 2020, doi: 10.1108/IJMF-06-2019-0212.

Ascarya and D. Yumanita, “The Competitiveness of Islamic Banks within Indonesian Dual Banking System,” 2007.

D. Ascarya Yumanita, “Comparing the Efficiency of Islamic Banks in Malaysia and Indonesia,” 2008.

A. S. Rusydiana, “Indeks Malmquist untuk Pengukuran Efisiensi dan Produktivitas Bank Syariah di Indonesia,” J. Ekon. Pembang., vol. 26, no. 1, pp. 47–58, 2018, doi: https://doi.org/10.14203/jep.26.1.2018.47-58.

H. D. Seibel, “Islamic Microfinance in Indonesia: The Challenge of Institutional Diversity, Regulation, and Supervision,” J. Soc. Issues Southeast Asia, vol. 23, no. 1, pp. 86–103, 2008.

J. Junaidi, A. Wahida, H. Sari, and ..., “Islamic Banks Financial Performance Indicators in Dual Banking System: The Case of Indonesia,” Fokus Bisnis Media Pengkaj. Manaj. dan Akunt., vol. 20, no. 2, pp. 182–193, 2021, doi: 10.32639/fokusbisnis.v19i2.875.

A. N. Rahmatika, “Dual Banking System di Indonesia,” At-Tahdzib J. Stud. Islam dan Muamalah, vol. 2, no. 2, pp. 133–147, 2014.

OJK, Indonesia Islamic Banking Development Roadmap. 2020.

N. Sukendri, “Likuiditas Dan Permodalan Bank Milik Pemerintah Sebelum Dan Pada Masa Pandemi,” Distrib. - J. Manag. Bus., vol. 9, no. 1, pp. 109–118, 2021, doi: 10.29303/distribusi.v9i1.161.

S. Sumadi, “Menakar Dampak Fenomena Pandemi Covid-19 Terhadap Perbankan Syariah,” J. Huk. Ekon. Syariah, no. 1, p. 145, 2020, doi: 10.30595/jhes.v0i1.8761.

A. S. Rusydiana and A. As-Salafiyah, “Dea Window Analysis for Indonesian Islamic Banks’ Efficiency,” J. Islam. Monet. Econ. Financ., vol. 7, no. 4, pp. 733–758, 2021, doi: 10.21098/jimf.v7i4.1410.

H. J. Shang and J, “Productivity changes of pulp and paper industry in OECD countries, 1991–2000: a non-parametric Malmquist approach,” For. Policy Econ., vol. 7, no. 3, pp. 411–422, 2005, doi: https://doi.org/10.1016/j.forpol.2003.07.002.

N. Hidayati, H. Siregar, and S. H. Pasaribu, “Determinant of Efficiency of the Islamic Banking in Indonesia,” Bul. Ekon. Monet. dan Perbank., vol. 20, no. 1, pp. 29–48, 2017, doi: 10.21098/bemp.v20i1.723.

E. Yonnedi and A. Rahman Panjaitan, “Efficiency and Productivity Analysis of Indonesian Regional Development Banks: Multi-Stage Dea Approach and Malmquist Productivity Index,” J. Bisnis dan Manaj., vol. 20, no. 2, pp. 145–174, 2019, doi: 10.24198/jbm.v20i2.323.

C. Kao, “Network data envelopment analysis: A review,” Eur. J. Oper. Res., vol. 239, no. 1, pp. 1–16, 2014, doi: 10.1016/j.ejor.2014.02.039.

M. A. Omar, M. S. Abd. Majid, and R. Rulindo, “Efficiency and Productivity Performance of the National Private Banks in Indonesia,” Gadjah Mada Int. J. Bus., vol. 9, no. 1, p. 1, 2007, doi: https://doi.org/10.22146/gamaijb.5603.

M. . Farrell, “The Measurement of Productive Efficiency,” J. R. Stat. Soc., vol. 120, pp. 253–81, 1957.

I. Jemrić and B. Vujčić, “Efficiency of Banks in Croatia: A DEA Approach, Croatian National Bank,” Work. Pap..

D. Yudistira, “Efficiency in Islamic Banking; An Empirical Analysis of 18 Banks,” 2003.

A. Ascarya and D. Yumanita, “Comparing the Efficiency of Islamic Banks in Malaysia and Indonesia,” Bul. Ekon. Monet. dan Perbank., vol. 11, no. 2, 2009, doi: 10.21098/bemp.v11i2.237.

M. D. Hadad, M. J. B. Hall, K. A. Kenjegalieva, W. Santoso, and R. Simper, “Analisis Efisiensi Industri Perbankan Indonesia: Penggunaan Metode Nonparametrik Data Envelopment Analysis (DEA),” Biro Stabilitas Sist. Keuang. Bank Indones., vol. Research P, 2003.

X. Freixas and J.-C. Rochet, Microeconomics of Banking. Cambridge, Massachusetts, London, England: The MIT Press, 1998.

F. Sufian, “The Efficiency of Islamic Banking Industry in Malaysia: Foreign Versus Domestic Banks,” 2006.

H. S. Lewis, Data Envelopment Analysis: Models and Extensions. Production/Operations Management, 2000.

F. Pedraja-Chaparro, J. Salinas-Jiménez, and P. Smith, “On the quality of the data envelopment analysis model,” J. Oper. Res. Soc., vol. 50, no. 6, pp. 636–644, 1999, doi: 10.1057/palgrave.jors.2600741.

M. F. Basri, A. A. Muhamat, and M. N. Jaafar, “The efficiency of Islamic banks in Malaysia: Based on DEA and Malmquist productivity index,” J. Emerg. Econ. Islam. Res., vol. 6, no. 3, p. 15, 2018, doi: 10.24191/jeeir.v6i3.8784.

Charnes, Cooper, Lewin, and L. M. Seiford, “Data Envelopment Analysis Theory, Methodology and Applications,” J. Oper. Res. Soc., vol. 48, no. 3, pp. 333–334, 1997, doi: https://doi.org/10.1057/palgrave.jors.2600361.

W. W. Cooper, L. M. Seiford, and J. Zhu, Data Envelopment Analysis: History, Models, and Interpretations. 2011. doi: https://doi.org/10.1007/978-1-4419-6151-8.

H. Yu, Y. Zhao, W. Liu, and L. Gao, “Research on the investment efficiency based on grey correlation-DEA model,” Ann. Oper. Res., 2021, doi: https://doi.org/10.1007/s10479-021-04341-4.

G. E. B. Coelli, Timothy J., D.S. Prasada Rao., Christopher J. O’Donnel, An Introduction To Efficiency An Introduction To Efficiency Spri mger. 2005.

A. Charnes, W. W. Cooper, and E. Rhodes, “Measuring the efficiency of decision making units,” Eur. J. Oper. Res., vol. 2, no. 6, pp. 429–444, 1978, doi: 10.1016/0377-2217(78)90138-8.

P. Afiatun and S. Wiryono, “Efficiency and Productivity of Indonesian Islamic Banking,” J. Technol. Manag., vol. 9, no. 3, pp. 264–278, 2010.

F. M. Naufal and A. Firdaus, “Analisis Efisiensi Bank Pembiayaan Rakyat Syariah (Bprs) Wilayah Jabodetabek Dengan Pendekatan Two Stage Data Envelopment Analysis (Dea),” Equilib. J. Ekon. Syariah, vol. 5, no. 2, p. 196, 2018, doi: 10.21043/equilibrium.v5i2.2612.

M. R. Ningsih and M. S. Mahfudz, “Dampak Pandemi Covid-19 Terhadap Manajemen Industri Perbankan Syariah: Analisis Komparatif,” Point, vol. 2, no. 1, pp. 1–10, 2020, doi: 10.46918/point.v2i1.576.

I. Hibatullah and A. Nurcahyani, “Ilham Hibatullah, et al.: Analysis Efficiency of… Analysis Efficiency Of Islamic Bank In Indonesia And Saudi Arabia With Data Envelopment Analysis Approach,” J. Ekon. Islam, vol. 12, no. 2, pp. 205–220, 2021.