The Efficiency of BPR/S Industry in Sumatra, Indonesia
Covid-19 Impact, Dual Banking, and Regional Analysis
DOI:
https://doi.org/10.58968/tj.v1i1.94Keywords:
Efficiency, BPRS, Islamic rural bank, Indonesia, DEAAbstract
Financial institutions are one of the sectors that play a vital role in national and regional economic growth. BPR and BPRS are one of the banking financial industries that play a role in providing financial services to people with a weak economy and MSMEs, so it is necessary to accelerate improvements in BPR and BPRS. This study aims to measure the efficiency and performance of BPRs in Sumatra, see the impact of the pandemic on BPR and BPRS operations and conduct regional analysis on BPRs and BPRS in Sumatra. Using a sample of 30 BPRs and 30 BPRS in Sumatra, this study conducted observations during the 2016-2021 period. This study uses the Data Envelopment Analysis (DEA) analysis method with secondary data sourced from the financial statements of each BPR and BPRS. The input variables in this study are fixed assets, operating expenses and third-party funds. Meanwhile, the output variables of this research are the financing provided and operating income. The results of the study revealed that the average BPR and BPRS in Sumatra during the 2016 to 2021 period fluctuated. Then, in the CRS and VRS analysis, Lampung and North Sumatra regions have the highest efficiency compared to other regions. Meanwhile, during the Covid-19 pandemic, both BPRs and BPRS in Sumatra experienced a significant decrease in efficiency. This study also analyzes potential improvements to improve programs that cause inefficiencies in the input and output variables. In general, the causes of inefficiency of the two types of banks are operating income and the amount of financing provided. This study also provides recommendations to BPR-BPRS practitioners, regulators and academics as a basis for decision making in achieving optimal efficiency for future.
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Adriani, D., & Wiksuana, IGB (2018). Financial Inclusion in Relation to the Growth of MSMEs and the Level of Community Welfare in the Province of Bali. E-Jurnal of Management Udayana University, 7(12), 6420. https://doi.org/10.24843/ejmunud.2018.v07.i12.p02 Aginta
, H., & Someya, M. (2022). Regional economic structure and heterogeneous effects of monetary policy: Evidence from Indonesian provinces. Journal of Economic Structures, 11(1), 1–11.
Aisyah, EN, & Maharani, M. (2021). Strategies for handling problematic financing for MSMEs during the COVID-19 pandemic. … SENANTIAS: National Seminar …, 1(1), 287–296. http://www.openjournal.unpam.ac.id/index.php/Senan/article/view/8206
Ajija, SR, Hudaifah, A., Wasiaturrahma, Sulistyaningsih, L., A'yun, KQ, Mukti, HK , & Azzizah, UA (2018). In: Hamdan, A. (ed.), BMT Cooperative: Theory, Application and Innovation, Vol. 1. CV Inti Media Communika, Karanganyar.
Alfansi, L., & Sargeant, A. (2000). Market segmentation in the Indonesian banking sector : the relationship between demographics and desired customer benefits. International Journal of Bank Marketing, 18(2), 64–74.
Amelia, E. & Fauziah, HE (2017). Determinant of Mudharaba Financing: A Study At Indonesia Islamic Rural Banking. Etikonomi 16 (April), 43-52
Amran, AM, Rahman, RA, Yusof, SNS, Mohamed, LS (2014) The Current Practice of Islamic Microfinance Institutions' Accounting Information System via The Implementation of Mobile Banking. Procedia Social and Behavioral Sciences, 145, 81-87
Anwar, M., Nidar, SR, Komara, R., & Layyinaturrobaniyah, L. (2020). A Comparative Analysis of Rural Banks' Efficiency Between Bali and West Java Provinces in Indonesia. Journal of Sustainable Finance & Investment, 0(0), 1–21. https://doi.org/10.1080/20430795.2020.1735220
Aprilia, R. (2012). Analysis of the Effect of West Kalimantan's Economic Growth on Third Party Banking Funds.Journal of Development and Equity,1(1).
Archer, TS (2010). The Efficiency Theory: Improving Society by Eliminating Wasteful Programs, Restructuring the Economy, and Fixing Education. CreateSpace Independent Publishing Platform, New York.
Ascarya, & Yumanita, D. (2009). Intermediation Efficiency Analysis of Islamic Rural Banks in Indonesia: Two Stage DEA Approach. February 2009.
Bassem, BS (2014). Total Factor Productivity Change of MENA Microfinance Institutions: A Malmquist Productivity Index Approach. Economic Modeling, 39, 182-189. https://doi.org/10.1016/j.econmod.2014.02.035.
Bauer, Paul W., Berger, Allen N., Ferrier, Gary D., and Humphrey, David B. (1998.) “Consistency Conditions For Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods.” Financial Services Working Paper, 02/97, Federal Reserve.
Boss, JWB, Millone, M. (2015). Practice What You Preach: Microfinance Business Models and Operational Efficiency, 70. World Development, 28-42.
BPS. (2022). North Sumatra Economy Quarter II-2022 4.70 Percent (y-on-y). https://sumut.bps.go.id/pressrelease/2022/08/05/927/ekonomi-Sumatra-utara-triwulan-ii-2022-4-70-persen--y-on-y-.html
Chaudry , MS, 1999. Fundamentals of Islamic Economic System. Burhan Education and Welfare Trust
Devi, A., & Firmansyah, I. (2018). Solution to Overcome The Bankruptcy Potential of Islamic Rural Bank in Indonesia. Journal of Islamic Monetary Economics and Finance, 3, 25–44.
Diana, S., Sulastiningsih, S., & Purwati, P. (2021). Analysis of the Financial Performance of Indonesian Islamic Banking During the Covid-19 Pandemic Journal of Accounting and Business Research Indonesian, 1(1), 111–125. https://doi.org/10.32477/jrabi.v1i1.327
Fadhlullah, AH (2015). Regional Development Bank Efficiency: The Stochastic Frontier Approach. Significant: Journal of Economics, 4(1), 1–16. https://doi.org/10.15408/sjie.v4i1.2291
Hadini, ML, & Wibowo, D. (2021). Comparison of Efficiency of Conventional Banks and Islamic Banks in Indonesia Based on Data Envelopment Analysis (DEA). Journal of Science and Research …. http://jurnalmahasiswa.stiesia.ac.id/index.php/jira/article/view/3723
Harahap, SP (2019).The Influence of Microfinance on the Development of Micro, Small and Medium Enterprises (Case Study of Micro Financing Customers at PT. BRI Syariah Medan Branch Office)(Doctoral dissertation, State Islamic University of North Sumatra).
Hartarska, V., Shen, Xu., & Mersland, R. (2013). Scale Economies and Input Price Elasticities in Microfinance Institutions. Journal of Banking and Finance, 37(1), 118-131.
Hartono, I., Djohar, S., & Daryanto, HK (2008). Efficiency Analysis of Rural Banks in the Greater Jakarta Area with Data Envelopment Analysis Approach. In Management & Agribusiness (Vol. 5 no.2, pp. 52–62).
Hidayah, N., & Purnomo, D. (2014). Efficiency Level of Conventional Banking and Islamic Banking in Indonesia. National Seminar And Call for Paper (Sancall 2014), Sancall, 307–316.
Hosen, MN, & Muhari, S. (2013). Efficiency of the Sharia Rural Bank in Indonesia Lead to Modified Camel. International Journal of Academic Research in Economics and Management, 2(5). https://doi.org/10.6007/IJAREMS/v2-i5/298
Ika, SR & Abdullah, N. (2011). A Comparative Study of Financial Performance of Islamic Banks and Conventional Banks in Indonesia. International Journal of Business and Social Science, 2(15), 199-207.
Iqbal, Z. (1997). Islamic Financial Systems, Finance & Development, 0034(002), A012.
Jatmiko, W. (2017). EFFICIENCY AND OWNERSHIP STRUCTURE: EVIDENCE FROM RURAL BANKS IN INDONESIA Wahyu. International Journal of Economics, Management and Accounting, 25(2), 355–380.
Kaur, P., (2016). Efficiency of Microfinance Institutions in India: Are They Reaching The Poorest of The Poor? Vision, 20(1), 54-65
Khatirina, Y., Luk Luk Fuadah, & Azwardi. (2021). The analysis of the effects of Bank Soundness Rate, Inflation and Indonesian Bank Rate on the Profit Growth of Regional Development Banks. Finance & Taxation, 2(92), 95–106.
Marlina, A. (2018). THE ROLE OF DIGITAL BANKING IN IMPROVING CREDIT CUSTOMER SATISFACTION (CASE STUDY OF PT. BANK TABUNGAN STATE SHARIA). MONETARY:Journal of Finance & Banking, 6(2), 37–44. http://ejournal.uika-bogor.ac.id/index.php/MONETER/index
Masrizal, Sukmana, R., Fianto, BA, & Gultom, RZ (2022). Does economic freedom foster Islamic rural banks efficiency? Evidence from Indonesia. International Journal of Productivity and Performance Management. https://doi.org/10.1108/IJPPM-11-2021-0660
Nashihin, M. & Harahap, L., (2014). The Analysis of The Efficiency of BPR-S: Production Function Approach vs. Financial Ratios Approach. Procedia Social and Behavioral Science, 115 (licies 2013), 188-197
Naufal, FM, & Firdaus, A. (2018). Efficiency Analysis of Sharia Rural Banks (Bprs) for Jabodetabek Region Using Two Stage Data Envelopment Analysis (DEA) Approach. Equilibrium: Journal of Islamic Economics, 5(2), 196. https://doi.org/10.21043/equilibrium.v5i2.2612
Novandra, R. (2014). Comparative Analysis of the Efficiency of Islamic and Conventional Banking in Indonesia.Journal of Economics and Development,22(2), 183-193.
Nugrohowati, RNI (2019). Measuring The Efficiency of Indonesian Sharia Rural Banks: Two Stage Approach. Journal of Development Economics: A Study of Economics and Development Problems, 20(1), 28–49. https://doi.org/10.23917/jep.v20i1.6692
Priyadi, U., Utami, KDS, Muhammad, R., & Nugraheni, P. (2021). Determinants of credit risk of Indonesian Sharīʿah rural banks. ISRA International Journal of Islamic Finance, 13(3), 284–301. https://doi.org/10.1108/IJIF-09-2019-0134
Ramadhanty, RP, & Auwalin, I. (2021). The influence of Islamic commercial bank banking financing on the GRDP of provinces in Indonesia in 2010-2019.Journal of Theoretical and Applied Islamic Economics,8(1), 8-17.
Rani, L., Rusydiana, A., & Widiastuti, T. (2017, November). Comparative analysis of Islamic bank's productivity and conventional bank's in Indonesia period 2008-2016. In1st International Conference on Islamic Economics, Business and Philanthropy (ICIEBP 2017)(pp. 118-123).
Rusydiana, AS, & Nugroho, T. (2017). Measuring efficiency of life insurance institutions in Indonesia: Data envelopment analysis approach.Global Review of Islamic Economics and Business,5(1), 012-024.
Rusydiana, AS, Laila, N., & Sudana, S. (2019). Efficiency and productivity of the banking industry in the dual monetary system in Indonesia.Journal of Business Strategy, 50-66.
Rusydiana, AS (2018). Changes in Technology and Efficiency in Zakat Management Organizations in Indonesia.Liquidity: Journal of Accounting and Management Research,7(2), 124-136.
Sahlan Hasbi, MA (2021). The Efficiency Level of BPR and BPRS in West Java during the Covid-19 Pandemic. 7(1), 1–7.
Sahputra, N. (Ngatno). (2017). The Effect of Micro, Small and Medium Enterprises (MSME) Financing on Operational Profits at PT. Bri Syariah Medan Branch. Warta Dharmawangsa, II(52), 290759.
Shabri, H., & Azhari, A. (2022). Profitability of Islamic Rural Banks in West Sumatra: Analysis of the Third Party Funds and Financial Ratios. SHARIA ECONOMICS: Journal of Economic Studies, 5(2). https://doi.org/10.30983/es.v5i2.4829
Sharma, D. (2013). Efficiency and Productivity of Banking Sector: A Critical Analysis of Literature and Design of Conceptual Model. Qualitative Research in Financial Markets, 5(2), 195–224. https://doi.org/10.1108/QRFM-10-2011-0025
Supartoyo, YH, Juanda, B., Firdaus, M., & Effendi, J. (2018). The Influence of the Financial Sector of Rural Banks on the Regional Economy of the Sulawesi Region. Economics and Finance Studies, 2(1), 15–38. https://doi.org/10.31685/kek.v2i1.207
Syamni, G., Azis, N., Novanda, A., & Saputra, J. (2021). The Determination Of Credit Distribution: A Case Study Of Rural Credit Banks In Indonesia. Management Research and Behavior Journal, 1(1), 26. https://doi.org/10.29103/mrbj.v1i1.3652
Verawaty, Jaya, AK, & Widiati, Y. (2017). Pengaruh Resiko Kredit , Likuiditas , Efisiensi Operasional dan Tingkat Ekonomi Makro Ekonomi Terhadap Kinerja Bank Pembangunan Daerah di Pulau Sumatra. Akuisisi, 13(April), 81–90.
Wasiaturrahma, Sukmana, R., Ajija, SR, Salama, SCU, & 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
Yuwana, W., Kakinaka, M., & Miyamoto, H. (2012). Bank Risk and Non-Interest Income Activities in The Indonesian Banking Industry. J. Asian Econ, 23(4), 335-343.
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