Strengthening Financial Performance Models through Local Evidence from the Rural Banking Sector
DOI:
https://doi.org/10.55980/ebasr.v4i2.222Keywords:
Profitability, Rural Banks, Operational Efficiency , Capital Adequacy Ratio, Non-Performing LoansAbstract
Rural Banks (BPR) play a crucial role in supporting regional economic stability, yet limited studies have examined the local determinants of their profitability. This study aims to analyze the influence of Capital Adequacy Ratio (CAR), Non-Performing Loans (NPL), and Operating Expense Ratio (OER) on the profitability (Return on Assets/ROA) of BPRs in Tangerang City. A quantitative research method was employed using secondary data from BPR financial statements published by the Financial Services Authority (OJK) for the period 2021–2023. The data were processed through descriptive statistics, classical assumption tests, and multiple regression analysis to evaluate both simultaneous and partial effects. The results show that CAR, NPL, and OER collectively have a significant effect on ROA. However, individually, only OER has a significant negative impact, while CAR and NPL do not exhibit direct influences on profitability. This finding highlights that operational efficiency, as reflected in OER, is the dominant factor shaping the financial performance of BPRs. Excessive operating costs reduce profitability, whereas strong capitalization and credit risk do not directly alter returns under the observed conditions. The implications of this research are twofold: first, BPR management must prioritize cost control strategies to enhance financial performance; second, regulators should design microprudential policies that align with the unique characteristics of rural banking institutions, thereby strengthening their contribution to regional economic development.
References
Abdelmoneim, Z., & Yasser, M. (2023). the Impact of Bank Performance and Economic Growth on Bank Profitability: CAMEL Model Application in Middle-Income Countries. Banks and Bank Systems, 18(3), 205–220. https://doi.org/10.21511/bbs.18(3).2023.17
Abdul Hadi, A. R., Hussain, H. I., Suryanto, T., & Eddy Yap, T. H. (2018). Bank’s performance and its determinants – Evidence from middle east, Indian sub-continent and African banks. Polish Journal of Management Studies, 17(1), 17–26. https://doi.org/10.17512/pjms.2018.17.1.02
Afandi, A., Kamalia, & Rokhmawati, A. (2024). Analisis Faktor-Faktor Yang Mempengaruhi Profitabilitas Bank Perekonomian Rakyat Konvensional Di Provinsi Riau Dengan Intellectual Capital Sebagai Faktor Pemoderasi. Jurnal Manajemen Dan Inovasi (MANOVA), 7(1), 99–116. https://doi.org/10.15642/manova.v7i1.1630
Annas, M., Humairoh, H., & Endri, E. (2024). Macroeconomic and bank-specific factors on non-performing loan: evidence from an emerging economy. Quality - Access to Success, 25(199), 155–161. https://doi.org/10.47750/QAS/25.199.17
Avianto, W., Siregar, H., Ratnawati, A., & Siregar, M. E. (2024). Analysis of Valuation Determinants of Commercial Banks with Digital Services in Indonesia. Revista de Gestão Social e Ambiental, 18(3), e06570. https://doi.org/10.24857/rgsa.v18n3-142
Barakat, H. A. … Eldin, N. W. S. (2024). Asset Quality and Banks Performance: a Panel Data Analysis of Commercial Banks. Risk Governance and Control: Financial Markets and Institutions, 14(3), 111–121. https://doi.org/10.22495/rgcv14i3p11
Bhatia, A., & Kumar, J. (2025). Assessing the Impact of COVID-19 on Financial Performance of Public and Private Banks in India. Journal of Quantitative Economics. https://doi.org/10.1007/s40953-024-00437-3
Dao, B. T. T., & Nguyen, K. A. (2020). Bank capital adequacy ratio and bank performance in Vietnam: A simultaneous equations framework. Journal of Asian Finance, Economics and Business, 7(6), 39–46. https://doi.org/10.13106/JAFEB.2020.VOL7.NO6.039
Debora, D. P., & Tipa, H. (2023). Analisis Rasio Keuangan terhadap Kinera Keuangan pada Bank Perkreditan Rakyat di Kota Batam. Al-Kharaj : Jurnal Ekonomi, Keuangan & Bisnis Syariah, 6(2), 2176–2192. https://doi.org/10.47467/alkharaj.v6i2.4815
Handoyo, S., Wicaksono, A. P., Hardinto, W., & Fauzia, D. (2023). An Empirical Study on Regional Government-Owned Bank and Local Government Fund in Indonesia. International Journal of Professional Business Review, 8(3), 1–20. https://doi.org/10.26668/businessreview/2023.v8i3.660
Jadiyappa, N., Hickman, L. E., Shrivastav, S. K., Rajpal, H., & Kaur, N. (2024). Bank-affiliated directors’ monitoring, earnings management, and financial reporting quality in emerging markets: Evidence from India. Emerging Markets Review, 62(November 2022), 101184. https://doi.org/10.1016/j.ememar.2024.101184
Lawrence, B., Doorasamy, M., & Sarpong, P. (2024). The Impact of Credit Risk on Performance: A Case of South African Commercial Banks. Global Business Review, 25(2_suppl), S151–S164. https://doi.org/10.1177/0972150920969927
Liu, Z., Du, Y., & Pennings, E. (2024). Open knowledge disclosure and firm value: a signalling theory perspective. Industry and Innovation, 31(4), 475–500. https://doi.org/10.1080/13662716.2024.2320765
Mehdi, R., Ahmed, I. E., & Mohamed, E. A. (2025). Rating the Impact of Risks in Banking on Performance: Utilizing the Adaptive Neural Network-Based Fuzzy Inference System (ANFIS). Risks, 13(5). https://doi.org/10.3390/risks13050085
Monalisa, Y., & Sugiarto. (2022). The Internal Model of Default Credit for Rural Banks in Indonesia. International Journal of Sustainable Development and Planning, 17(7), 2297–2308. https://doi.org/10.18280/ijsdp.170731
Ng, J., Saffar, W., & Zhang, J. J. (2020). Policy uncertainty and loan loss provisions in the banking industry. Review of Accounting Studies, 25(2), 726–777. https://doi.org/10.1007/s11142-019-09530-y
Nguyen, N. B., & Vu, N. Y. (2025). Factors influencing the profitability of Vietnamese commercial banks during the 2013-2024 period. Edelweiss Applied Science and Technology, 9(2), 1648–1658. https://doi.org/10.55214/25768484.v9i2.4852
Rifansa, M. B., & Pulungan, N. A. F. (2022). The Effect of Capital Adequacy Ratio (CAR), Non-Performing Loan (NPL), Net Interest Margin (NIM), Loan to Deposit Ratio (LDR) and Operational Costs and Operational Revenue (BOPO) On Return on Assets (ROA) in Bank IV Indonesia. Budapest International Researchand Critics Institute-Journal (BIRCI-Journal, 5(2), 15723–15737. Retrieved from https://doi.org/10.33258/birci.v5i2.5484
Sapiri, M., & Putra, A. H. P. K. (2023). Causality of Bank Financial Performance, Green Bond, CSR, Green Financing Portfolio and CO2 Emissions in Transportation: Evidence from Indonesia. International Journal of Energy Economics and Policy, 13(6), 511–522. https://doi.org/10.32479/ijeep.14936
Sumani, & Vily. (2017). Analysis of Liquidity, Profitability and BOPO Ratio to Capital Adequacy Ratio (CAR) in General National Private Bank Listed in Indonesia Stock Exchange Period 2010–2014. Advanced Science Letters, 23(8), 7222–7224. https://doi.org/10.1166/asl.2017.9335
Sunaryo, D. (2020). The Effect Of Capital Adequacy Ratio (CAR), Net Interest Margin (NIM), Non-Performing Loan (NPL), and Loan To Deposit Ratio (LDR) Against Return On Asset (ROA) In General Banks In Southeast Asia 2012-2018. Ilomata International Journal of Management, 1(4), 149–158. https://doi.org/10.52728/ijjm.v1i4.110
Susilawati, N. P. D., Novitasari, N. L. G., & Saitri, P. W. (2021). Pengaruh Capital Adequacy Ratio, Loan To Deposit Ratio, Non Performing Loan dan Biaya Operasional Pendapatan Operasional Terhadap Profitabilitas BPR di Kabupaten Tabanan. Jurnal Karma, 1(6), 2009–2017. Retrieved from https://e-journal.unmas.ac.id/index.php/karma/article/view/5299.
Syahrul, Astarani, J., & Desyana, G. (2024). Determinan Kinerja Keuangan Bank Perkreditan Rakyat di Kota Pontianak Periode 2020-2023. Ilmu Ekonomi Manajemen Dan Akuntansi, 5(2), 346–362. https://doi.org/10.37012/ileka.v5i2.2289
Tian, J., Hassan, M. K., & Hasan, R. (2024). Do Politically Connected Banks Perform Better in a Democratic Environment? Journal of Central Banking Law and Institutions, 3(2), 239–260. https://doi.org/10.21098/jcli.v3i2.173
Tomak, S., & Yılmaz, K. (2025). Bank Performance of State, Private, and Foreign Owned Banks in Türkiye. International Journal of Economics and Financial Issues , 15(3), 99–109. https://doi.org/10.32479/ijefi.19046
Trinugroho, I., 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, I. … Sergi, B. S. (2025). Non-Performing Loans and Bank Performance: Does Institutional Quality Matter? International Journal of Economics and Management, 19(1), 85–98. https://doi.org/10.47836/ijeam.19.1.06
Wasiaturrahma, 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
Wulandari, A., Alwi, & Pratiwi, A. (2024). Pengaruh Capital Adequacy Ratio (CAR), Biaya Operasional Pendapatan Operasional (BOPO), Non Performing Loan (NPL), dan Loan To Deposits Ratio (LDR) Terhadap Return on Assets (ROA) pada PT. Bank Rakyat Indonesia (Persero) Tbk. Jurnal Ekonomi Dan Manajemen, 1(2), 585–599.
Yahdillah, Y., Khotimah, I. C., & Hairunnisa, H. (2024). Pengaruh Modal dan Efesiensi Operasional terhadap Profitabilitas Bank Syariah di Indonesia. Jurnal Al-Iqtishad Jurnal Ekonomi Syari’ah, 6(1), 77–85.
Yamin, N. … Rahman, M. A. (2025). The Impact of Basel III Implementation on the Financial Performance of the Banking Industry in Bangladesh. Banks and Bank Systems, 20(1), 98–108. https://doi.org/10.21511/bbs.20(1).2025.09
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