Study of Efficiency of Islamic Commercial Banks in Indonesia through the Role of Capital and Liquidity: Two-Stage Data Envelopment Analysis

Fitri Irianti, Erie Febrian, Yudi Ahmad Faisal

Abstract


In measuring efficiency in a company which is also often used in the banking industry, namely the DEA (Data Envelopment Analysis) method which compares input and output variables and is one of the optimization methods of mathematical programs. This study will examine the efficiency level of Islamic banking in Indonesia during the 2016-2020 period and see the role of capital and liquidity or their influence on the efficiency level of Islamic banking. The method used is a quantitative method using a non-parametric approach (DEA) and a parametric approach using the Tobit Regression method to see the effect of capital and liquidity. The results show that Islamic Commercial Banks (BUS) in Indonesia have not operated efficiently based on the average efficiency score obtained by the DEA method during the period 2016 to 2020, which is 0,911. Furthermore, the results of the study show that capital and liquidity can build the efficiency level of Islamic Commercial Banks in Indonesia.


Keywords


DEA; tobit regression; efficiency; capital; liquidity; Islamic Commercial Bank

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References


Afiezan, A., et.al. (2020). The Effect of Free Cash Flow, Company Size, Profitability and Liquidity on Debt Policy for Manufacturing Companies Listed on IDX in 2016-2019 Periods. Budapest International Research and Critics Institute-Journal (BIRCI-Journal) Vol 3 (4): 4005-4018.

Angelia, N., and Toni, N. (2020). The Analysis of Factors Affecting Dividend Policy in Food and Beverage Sector Manufacturing Companies Listed in Indonesia Stock Exchange in 2015-2017. Budapest International Research and Critics Institute-Journal (BIRCI-Journal) Vol 3 (2): 902-910.

Arisatul C, A. (2013). Teori Efisiensi Dalam Ekonomi Islam. Jurnal Ekonomi Islam Vol. 1, No. 2

Bitar, M., Pukthuanthong, K., & Walker, T. (2019). Efficiency in Islamic vs. conventional banking: The role of capital and liquidity. Global Finance Journal.

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

Dewi, U. (2016). Analisis Pengaruh Tingkat Likuiditas Tehadap Efisiensi dan Kebutuhan Modal Kerja Pada PT Industri Telokomunikasi Indonesia (Persero). Jurnal Ekonomi, Bisnis & Entrepreneurship Vol. 10, No. 2.

Hanifah, A. (2014). Analisis Efisiensi Perbankan Di Indonesia Dengan Pendekatan Metode DEA (Data Envelopment Analysis).

Henriques, C., & Gutierrez, O. M. (2020). Efficiency of secondary schools in Portugal: A novel DEA hybrid approach . Socio-Economic Planning Sciences .

Karimah, S., Novianti, T., & Effendi, J. (2016). Kajian Efisiensi Bank Umum Syariah di Indonesia. Jurnal Al-Muzara’ah Vol.4, No.1.

Lesanovska, J., & Weill, L. (2016). Does Greater Capital Hamper the Cost Efficiency of Banks? A Bi-causal Analysis. Comparative Economic Studies.

Lutfiana, R. H., & Yulianto, A. (2015). DETERMINAN Tingkat Efisiensi Bank Umum Syaria Di Indonesia (Pendekatan Two Stage DEA). Accounting Analysis Journal.

Otoritas Jasa Keuangan. (2020). Otoritas Jasa Keuangan. From Otoritas Jasa Keuangan: www.ojk.co.id

Puteh, A., Rasyidin, M., & Mawaddah, N. (2017). Islamic Banks in Indonesia: Analysis of Efficiency. the scientific committee of the Malikussaleh International Conference on Multidisciplinary Studies (pp. 331–336). Emerald Publishing Limited.

Sagantha, F. (2017). Analisis Efisiensi Perbankan Syariah Dengan Metode Data Envelopment Analysis (DEA) dan Nilai Islam.

Vodova, P. (2013). Determinants Which Affect Liquid Asset Ratio Of Czech and Slovak. Financial Assets and Investing.

Wahyuni, M. (2014). Pengaruh CAR, FDR, NPF, BOPO, Inflasi, ROA Dan Tingkat Suku Bunga Terhadap Return Bagi Hasil Deposito Mudharabah Pada Bank Umum Syariah Periode 2010-2013.




DOI: https://doi.org/10.33258/birci.v4i3.2325

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This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.