International Journal of Academic Research in Business and Social Sciences

search-icon

Efficiency of Islamic Rural Banks in Indonesia: A Non-Parametric Analysis

Open access
This research examines the technical efficiency of prominent Islamic microfinance working in Indonesia as the Islamic Rural Banks (IRBs) not only play their role in poverty alleviation but also become an essential stakeholder that becomes a cause of generating income activities in Indonesia through the provision of micro-financing to unbanked people. A non-parametric approach (Data Envelopment Analysis Techniques) was applied to observe the efficiency of 144 Decision-making Units (DMUs) in 21 provinces from 2012-2021. The results show only 12 exhibited notably high-efficiency levels. Those with lower efficiency levels demonstrated reduced Technical Efficiency (TE) and Pure Technical Efficiency (PTE), often attributed to deficient management, inadequate human resource quality, and insufficient funding. Geographic conditions highlight varying efficiency scores across provinces, with higher concentrations of IRBs in cities correlating with greater utilization potential and improved institutional performance.
Abbas., M., Mohd., T. A., & Besar., M. H. A. H. (2016). Efficiency, effectiveness and performance profile of Islamic and conventional banks in Pakistan. Humanomics, 32(1), 2–18. https://doi.org/https://doi.org/10.1108/H-09-2015-0058
Abdelalim, A. M., Elbeltagi, E., & Mekky, A. A. (2019). Factors affecting productivity and improvement in building construction sites. International Journal of Productivity and Quality Management, 27(4), 464–494. https://doi.org/10.1504/IJPQM.2019.101927
Akbar, T., & Siti-Nabiha, A. K. (2022). Objectives and measures of performance of Islamic microfinance banks in Indonesia: the stakeholders’ perspectives. In ISRA International Journal of Islamic Finance (Vol. 14, Issue 2). https://doi.org/10.1108/IJIF-11-2020-0231
Bader, M. K. I., Mohamad, S., Ariff, M., & Hassan, T. (2008). Cost , Revenue , and Profit Efficiency of Islamic Versus Conventional Banks?: International Evidence Using Data Envelopment Analysis. Islamic Economic Studies, 15(2), 54.
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. https://doi.org/10.1287/mnsc.30.9.1078
Ben, I., & Abdelkader, I. Ben. (2013). Islamic vs Conventional Microfinance Institutions?: Performance analysis in MENA countries Islamic vs Conventional Microfinance Institutions?: Performance analysis in MENA countries. July 2013. https://doi.org/10.18533/ijbsr.v3i5.21
Berg, S. A., Førsund, F. R., Hjalmarsson, L., & Suominen, M. (1993). Banking efficiency in the Nordic countries. Journal of Banking and Finance, 17(2–3), 371–388. https://doi.org/10.1016/0378-4266(93)90038-F
Berger, A. N., & Humphrey, D. B. (1997). Efficiency of financial institutions: International survey and directions for future research. European Journal of Operational Research, 98(2), 175–212. https://doi.org/10.1016/S0377-2217(96)00342-6
Charnes, A., Cooper, W. W., Lewin, A. Y., & Seiford, L. M. (1994). Data Envelopment Analysis: Theory, Methodology, and Applications (1st ed.). Springer Dordrecht. https://doi.org/https://doi.org/10.1007/978-94-011-0637-5
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8
Chen, T. (2002). A comparison of chance-constrained DEA and stochastic frontier analysis: bank efficiency in Taiwan. Journal of the Operational Research Society, 53(5), 492–500. https://doi.org/10.1057/palgrave/jors/2601318
Cheng, G. (2014). Data Envelopment Analysis?: Methods and MaxDEA Software. House Co. Ltd. Beijing.
Coelli, T. D. S., Rao, P., & Battese, G. E. (1998). An Introduction to Efficiency and Productivity Analysis. Springer New York, NY. https://link.springer.com/book/10.1007/978-1-4615-5493-6
Granadillo, E., Gómez, J. M., & Herrera, T. J. F. (2019). Methodology with multivariate calculation to define and evaluate financial productivity profiles of the chemical sector in Colombia. International Journal of Productivity and Quality Management, 27(2), 144–160. https://doi.org/10.1504/IJPQM.2019.100141
Favero, C. A., & Papi, L. (1995). Technical efficiency and scale efficiency in the Italian banking sector: A non-parametric approach. Applied Economics, 27(4), 385–395. https://doi.org/10.1080/00036849500000123
Gidwani, B. D., & Dangayach, G. S. (2017). Productivity measurement and improvement - An overview. International Journal of Productivity and Quality Management, 20(3), 316–343. https://doi.org/10.1504/IJPQM.2017.082636
Hafez, H. M., & Halim, M. (2019). The efficiency of Islamic banks versus conventional banks: An empirical study of an emerging economy. Banks and Bank Systems, 14(2), 50–62. https://doi.org/10.21511/bbs.14(2).2019.05
Haq, M., Skully, M., & Pathan, S. (2010). Efficiency of microfinance institutions: A data envelopment analysis. Asia-Pacific Financial Markets, 17(1), 63–97. https://doi.org/10.1007/s10690-009-9103-7
Hassan, M. K., & Sanchez, B. (2009). Efficiency Analysis of Microfinance Institutions in Developing Countries (Issue October). https://ssrn.com/abstract=1492238
Iqbal, Z., Ali, H. F., & Ahmad, M. B. (2018). Evaluating The Efficiency of Pakistani Microfinance Banks Through Data Envelopment Analysis?: A Non-Parametric Approach. 3, 73–85.
Kumru, C. S., & Sarntisart, S. (2016). Banking for those unwilling to bank: Implications of Islamic banking systems. Economic Modelling, 54, 1–12. https://doi.org/10.1016/j.econmod.2015.12.011
Matthews, Ismail, K., & Mahadzir. (2006). Efficiency and productivity growth of domestic and foreign commercial banks in Malaysia (E2006/2). https://www.econstor.eu/bitstream/10419/83935/1/520664736.pdf
Obaidullah, M. (2008). Introduction to Islamic Microfinance. IBF Net (P) Limited, India.
Prima Sakti, M. R., & Mohamad, A. (2018). Efficiency, stability and asset quality of Islamic vis-à-vis conventional banks: Evidence from Indonesia. Journal of Islamic Accounting and Business Research, 9(3), 378–400. https://doi.org/10.1108/JIABR-07-2015-0031
Rahim Abdul Rahman, A. (2010). Islamic microfinance: An ethical alternative to poverty alleviation. Humanomics, 26(4), 284–295. https://doi.org/10.1108/08288661011090884
Risfandy, T., Husa, P. P., & Asrihapsari, A. (2016). Daya Saing Bank Syariah Di Sebuah Negara Religius: Temuan Empirik Dari Indonesia. Jurnal Keuangan Dan Perbankan, 20(2), 282–291. https://doi.org/10.26905/jkdp.v20i2.360
Risfandy, T., & Pratiwi, D. I. (2022). the Performance of Indonesian Islamic Rural Banks During Covid-19 Outbreak: the Role of Diversification. Journal of Islamic Monetary Economics and Finance, 8(3), 455–470. https://doi.org/10.21098/jimf.v8i3.1564
Rokhman, W. (2013a). The Effect of Islamic Microfinance on Poverty Alleviation: Study in Indonesia. Economic Review: Journal of Economics and Business, 11(2), 21–30.
Rokhman, W. (2013b). The Effect of Islamic Microfinance on Poverty Alleviation: Study in Indonesia Standard-Nutzungsbedingungen: The Effect Of Islamic Microfinance On Poverty Alleviation: Study In Indonesia. Economic Review: Journal of Economics and Business, 11(2), 21–30. https://www.econstor.eu/handle/10419/193826
Saljoughian, M., Shirouyehzad, H., Khajeh, E., & Dabestani, R. (2019). Evaluating the efficiency of the commercial banks admired in Fortune 500 list; Using data envelopment analysis. International Journal of Productivity and Quality Management, 26(1), 58–73. https://doi.org/10.1504/IJPQM.2019.096991
Samad, A. (2019). Determinants of Efficiency of the Islamic Banks of Bangladesh during 2008-2012. Journal of Islamic Banking and Finance, 7(1), 1–13. https://doi.org/10.15640/jibf.v7n1a1
Seiford, L. M., & Thrall, R. M. (1990). Recent developments in DEA: The mathematical programming approach to frontier analysis. Journal of Econometrics, 46(1–2), 7–38. https://doi.org/10.1007/978-3-642-31424-7_52
Shaban, M., Duygun, M., Anwar, M., & Akbar, B. (2014). Diversification and banks’ willingness to lend to small businesses: Evidence from Islamic and conventional banks in Indonesia. Journal of Economic Behavior and Organization, 103, S39–S55. https://doi.org/10.1016/j.jebo.2014.03.021
Sharpe, W. F. (1995). Risk, Market Sensitivity, and Diversification. Financial Analysts Journal, 51(1), 84–88. https://doi.org/10.2469/faj.v51.n1.1863
Soulama, S. (2008). Efficacité technique et inefficience à l ’ échelle des Institutions de Microfinance au Burkina Faso Unité de Formation et de Recherches en Sciences Economiques et de Gestion ( UFR / SEG ) Université de Ouagadougou L ’ objectif dont se réclament la plupart. Laboratoire d’Economie Publique,Sociale et Solidaire (LEPSS), 1–24.
Tammili, F. N. M., Mohamed, Z., & Terano, R. (2017). Effectiveness of the Microcredit Program in Enhancing Micro-Enterprise Entrepreneurs’ Income in Selangor. Asian Social Science, 14(1), 71. https://doi.org/10.5539/ass.v14n1p71
Trinugroho, I, Ariefianto, M. D., Nugroho, L. I., Sawitri, H. S. R., Prabowo, M. A., Harmadi, & Hakim, L. (2018). What determine the viability of rural banks? Evidence from Indonesia. International Journal of Economics and Management, 12(2), 369–378. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059467721&partnerID=40&md5=444b903bb6fb15365727f4bfa574fe36
Trinugroho, Irwan, Risfandy, T., & Ariefianto, M. D. (2018). Competition, diversification, and bank margins: Evidence from Indonesian Islamic rural banks. Borsa Istanbul Review, 18(4), 349–358. https://doi.org/10.1016/j.bir.2018.07.006
Trinugroho, Irwan, Risfandy, T., Ariefianto, M. D., Prabowo, M. A., Purnomo, H., & Purwaningsih, Y. (2017). Does religiosity matter for Islamic banks’ performance? Evidence from Indonesia. International Journal of Economics and Management, 11(2), 419–435.
Wanke, P., Abul Kalam Azad, M., Emrouznejad, A., & Antunes, J. (2019). A dynamic network DEA model for accounting and financial indicators: A case of efficiency in MENA banking. International Review of Economics and Finance, 61(October 2017), 52–68. https://doi.org/10.1016/j.iref.2019.01.004
Sukmana, R., Ajija, S. R., Salama, S. C. U., & Hudaifah, A. (2020). Financial performance of rural banks in Indonesia: A two-stage DEA approach. Heliyon, 6(7), e04390. https://doi.org/10.1016/j.heliyon.2020.e04390
Widiarto, I., & Emrouznejad, A. (2015). Social and financial efficiency of Islamic microfinance institutions: A Data Envelopment Analysis application. Socio-Economic Planning Sciences, 50, 1–17. https://doi.org/10.1016/j.seps.2014.12.001
Wijesiri, M., Viganò, L., & Meoli, M. (2015). Efficiency of microfinance institutions in Sri Lanka: A two-stage double bootstrap DEA approach. Economic Modelling, 47, 74–83. https://doi.org/10.1016/j.econmod.2015.02.016
Yunus, M. (2004). Grameen Bank , Microcredit. 39(36), 4077–4080.
Hakim, A. R., & Rahim, R. A. (2024). Efficiency of Islamic Rural Banks in Indonesia: A Non-Parametric Analysis. International Journal of Academic Research in Business and Social Sciences, 14(9), 2490–2506.