Analysis of the efficiency performance of Sharia and conventional banks using stochastic frontier analysis
-
DOIhttp://dx.doi.org/10.21511/bbs.13(2).2018.03
-
Article InfoVolume 13 2018, Issue #2, pp. 27-38
- Cited by
- 1474 Views
-
263 Downloads
This work is licensed under a
Creative Commons Attribution-NonCommercial 4.0 International License
There are two sectors of banks operating in Indonesia, namely Sharia banks and conventional banks. Improving performance is important in maintaining public confidence in the bank. Efficiency is one of the parameters to measure the performance of Sharia banks. This study measures the comparative level of technical efficiency of Sharia commercial banks and conventional banks by Stochastic Frontier Analysis method during 2011–2015 period by using 10 samples of Sharia commercial banks and conventional banks. Input variables in this study are total deposits, operational costs, and other operational costs. Total financing is an output variable. The results of this study show that total deposits and operational costs have a positive and significant impact on total financing in Sharia and conventional banks. The average score of the technical efficiency of Sharia commercial banks during the period observed is 0.84 and conventional banks is 0.85.
- Keywords
-
JEL Classification (Paper profile tab)D61, G21, G24, G33, L25
-
References42
-
Tables7
-
Figures2
-
- Figure 1. Islamic Finance Country Index (IFCI, 2017)
- Figure 2. Theoretical framework
-
- Table 1. The development of national sharia banking performance (in trillion rupiah)
- Table 2. Sample selection criteria
- Table 3. Operational definition
- Table 4. Estimated results of MLE of Sharia commercial banks
- Table 5. Estimation results of a conventional bank MLE
- Table 6. Efficiency of Sharia commercial banks and conventional banks
- Table 7. Differentiation testing using t-test
-
- Aigner, D., Lovell, K., & Schmidt, P. (1977). Formulation and Estimation of Stochastic Frontier Production Model. Journal of Econometrics, 6(1), 21-37.
- Altunbas, Y., & Chakravarty, S. P. (1998). Efficiency Measures and the Banking Structure in Europe. Economics Let¬ters, 60(2), 205-208.
- Antonio, M. S. (2001). Sharia Bank. Theory and Practice. Jakarta: Gema Insani Publishers.
- Berger, A. N., & Humphrey, D. B. (1997). Efficiency of Finan¬cial Institutions: International Survey and Directions for Future Research. European Journal of Operational Research, 98(2), 175- 212.
- Bos, J. W. B., & Kool, C. J. M. (2006). Bank Efficiency: The Role of Bank Strategy and Local Market Conditions. Journal of Banking & Finance, 30(7), 1953-1974.
- Casu, B., & Girardone, C. (2010). Integration and Efficiency Con¬vergence in EU Banking Markets. Omega, 38(5), 260-267.
- Casu, B., & Molyneux, P. (2003). A comparative study of efficiency in European banking. Applied Economics, 35(17), 1865-1876.
- Casu, B., Girardone, C., & Molyneux, P. (2004). Productivity change in European banking: A comparison of parametric and non-parametric approaches. Journal of Banking & Finance, 28(10), 2521-2540.
- Chortareas G., Girardone C., & Ventouri, A. (2013). Financial Freedom and Bank Efficiency: Evidence from the European Union. Journal of Banking & Finance, 37(4), 1223-1231.
- Coelli, T. (1996). A Guide to Frontier 4.1: Computer Program for Stochastic Frontier Production and Cost Function Analysis. CEPA Working Paper. University of New England.
- Dalimunthe, D. M. J., & Muda, I. (2017). The Empirical Effect of Education and Training to the Performance of Employees. International Journal of Eco¬nomic Research, 14(21), 403-413.
- Danupranata, G. (2013). Management of Islamic Banking. Jakarta: Salemba Empat Pub¬lishers.
- Dusuki, A. W., & Abdullah, N. I. (2007). Why Do Malaysian Customers Patronise Islamic Banks? International Journal of Bank Marketing, 25(3), 142-160.
- Eisazadeh, S., & Zeinab, S. (2012). An Analysis of Bank Efficiency in the Middle East and North Africa. Internatinal Journal of Banking and Finance, 9(4), 47-58.
- Farrell, M. (1957). The Measurement of Productive Efficiency. Journal of the Royal Statistical Society. Series A (General),120(3), 253-290.
- Financial Service Authority (2017). Sharia Banking Statis¬tic – April 2017.
- Global Islamic Financial Report (GFIR). (2011). Islamic Finance Country Index (IFCI).
- Hadad, M. D., Santoso, W., Ilyas, D., & Mardanugraha, E. (2003). Analysis of the Efficiency of Indonesian Banking Industry: Use of Nonparametric Data Envelopment Analysis (DEA) Method. Jakarta: Bank Indonesia Bulletin.
- Hamim, A. S., Naziruddin, A., & Syed, M. H. (2011). Efficiency of Islamic Banking in Malaysia. Journal of Economic Cooperation, 2(2), 37-70.
- Handoko, B., Sunaryo, & Muda, I. (2017). Difference Analysis of Consumer Perception of Motorcy¬cle Product Quality. International Journal of Economic Research, 14(12), 363-379.
- Haqiqi, M. T., & Muharam, H. (2015). Comparative Analysis of Efficiency of Sharia Commercial Bank (BUS) and Sharia Business Unit (UUS) with Stochastic Frontier Analysis (SFA) Method 2010–2013 Period. Diponegoro Journal of Management, 4(4),1- 15.
- Kuncoro, M. (2013). Research Methods for Business and Economics: How to Research and Write Thesis? (4th ed.). Jakarta: Erlangga Publishers.
- Kustanti, H., & Indriani, A. (2016). Comparative Analysis of Efficiency of Sharia Commercial Bank (BUS) and Sharia Business Unit (UUS) with Stochastic Frontier Analysis Method. Diponegoro Journal of Management, 5(3), 1-10.
- Mohamad, S., Hassan, T., & Bader, M. K. I. (2008). Efficiency of conventional versus Islamic Banks: international evidence using the Stochastic Frontier Approach (SFA). Journal of Islamic Economics, Banking and Finance, 4(2), 107-130.
- Muda, I. (2017). The Effect of Supervisory Board Cross- Membership and Supervisory Board Members’ Expertise to The Disclosure of Supervisory Board’s Report : Empirical Evidence From Indonesia. European Research Studies Journal, XX(3A), 702-716.
- Muda, I. (2018). The Effect of Allocation of Dividend of the Regional Government-Owned Enterprises and the Empower¬ment Efforts on the Revenue of Regional Government: The Case of Indonesia. European Research Studies Journal, XX(4B), 244-259.
- Muda, I., Dharsuky, A., Sadalia, I., & Siregar, H. S. (2016). Impact of capital investments and cash dividend policy on Regional Development Bank (BPD) PT. Bank Sumut to the district own source revenue and economic growth. International Journal of Applied Business and Economic Research, 14(11), 7863-7880.
- Muharam, H., & Pusvitasari, R. (2007). Comparative Analysis of Sharia Bank Efficiency in Indonesia with Data Envelopment Analysis Method Period 2005. Jurnal Fakultas Ekonomi Diponegoro University, 11(3), 80- 166.
- Pohan, N., Dalimunthe, R. F., Purwoko, A., & Muda, I. (2018). The Effects of Human Resource Development and Institutional Arrangements on Performance, Service Quality and Area Development in Indonesia. Calitatea, 19(163), 94-103.
- Puspitasari, I. (2011). Analysis of Efficiency of Cigarette Industry in Indonesia by Using DEA (Data Envelopment Analysis) Method 2006–2008. Media Economi, 19(2), 19-25.
- Rahmawati, R. (2015). Cost Ef¬ficiency Enhancement Strategy in Syariah-Based Commercial Banks of Stochastic Frontier Approach and Data Envelopment Analysis. Bulletin of Monetary Econom¬ics and Banking, 17(4), 457-480.
- Republika Online (2017). The Growth of Syariah Bank Stagnan.
- Rivai, V. (2007). Bank and Financial Institution Management. Jakarta: RajaGrafindo Persada.
- Rivai, V., & Arifin, A. (2010). Islamic Banking. Jakarta: Bumi Aksara Publishers.
- Sadalia, I., Rahamani, N. A. B., & Muda, I. (2017). The Significance of Internet Based Financial Information Disclosure on Corporates’ Shares in Indonesia. International Journal of Economic Research, 14(12), 337-346.
- Sihombing, M., Muda, I., Jumilawati, E., & Dharsuky, A. (2017). Factors Affecting The Success of Local Innovation Systems with Government Programs As Moderators. International Journal of Economic Research, 14(20), 57-69.
- Sillah, M. B., & Harrathi, N. (2015). Bank Efficiency Analysis: Islamic Banks versus Conventional Banks in The Gulf Cooperation Council Countries 2006–2012. International Journal of Financial Research, 6(4), 187-189.
- Syahyunan, Muda, I., Siregar, H. S., Sadalia, I., & Chandra, G. (2017). The Effect of Lerner Index and Income Diversification on the General Bank Stability in Indonesia. Banks and Bank Systems, 12(4), 171-184.
- Tahir, I. M., & Haron, S. (2010). Cost and Profit Efficiency of Islamic Bank: International Evidence Using the Stochastic Frontier Approach. Banks and Banks Systems, 5(4), 110-123.
- Tahir, I. M., Bakar, N.M., & Haron, S. (2008). Technical Efficency of Malaysian Commercial Banks: a stochastic frontier approach. Banks and Banks System, 3(4), 12-21.
- Valverde, S. C., Humphrey, D. B., & del Paso, R. L. (2007). Do cross-country differences in bank efficiency support a policy of “national champions”? Journal of Banking & Finance, 31(7), 2173-2188.
- Wahyudi, S. (2014). The Comparation Profit Efficiency Islamic Bank Indonesia and Malaysia with Stochastic Frontier Analysis Methods (Thesis Master of Manajement). Medan: University of Sumatera Utara.