THE EFFECT OF CREDIT RISK ON FINANCIAL PERFORMANCE OF CONVENTIONAL PEOPLE'S BANKS IN INDONESIA (Comparative Study between Privately Owned and Local Government Owned BPRs)

Authors

Reza Surya Akdiwidjaya , Wisnu Mawardi

DOI:

10.54443/morfai.v5i5.4354

Published:

2025-10-30

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Abstract

People's Economic Banks (BPR) have a strategic role in supporting the local economy through financial intermediation, particularly in the Micro, Small, and Medium Enterprises (MSMEs) sector. This study aims to analyze the effect of Non-Performing Loans (NPL), Capital Adequacy Ratio (CAR), Loan to Deposit Ratio (LDR), and Firm Size on Return on Assets (ROA) in Private BPRs and Regional Government BPRs in Indonesia. The research method used is quantitative with a multiple regression approach, using secondary data from the annual financial reports of Private BPRs and Regional Government BPRs for the 2019-2024 period. Sample selection was carried out using a stratified random sampling method based on data published by the Financial Services Authority (OJK). From the total population, 92 Private BPRs and 92 Regional BPRs were obtained with a total of 1100 initial observations. Then outlier trimming was performed to increase validity, resulting in 302 observations of Private BPRs and 488 observations of Regional BPRs for analysis. Data processing was carried out using SPSS software version 26.0 The results of the study indicate that in Private BPRs, the NPL variable has a significant negative effect on ROA, CAR has a significant positive effect on ROA, LDR has a significant positive effect on ROA, while Firm Size has no significant effect on ROA. In Regional BPRs, the results show that NPL has a significant negative effect on ROA, CAR has a significant positive effect on ROA, LDR has no significant effect on ROA, while Firm Size has a significant positive effect on ROA. The coefficient of determination (Adjusted R²) is 0.209 or 20.4% for Private BPRs and for Regional BPRs it is 0.204 or 20.4%, the independent variables are able to explain variations in ROA. The implications of this study emphasize the importance of controlling non-performing loans (NPLs), strengthening capital (CAR), and effectively channeling quality credit (LDR) in improving the financial performance of rural banks (BPR). Furthermore, asset scale management (firm size) needs to be optimized, particularly in regional BPRs, to contribute more significantly to increased profitability. This study provides theoretical contributions to the banking literature on factors influencing BPR profitability and provides practical input for bank management and regulators in formulating regional banking policies.

Keywords:

Non Performing Loan (NPL) Capital Adequacy Ratio (CAR), Loan to Deposit Ratio (LDR) Firm Size Return on Assets (ROA)

References

Abbas, F., Tahir, M., & Rahman, M. (2021). Credit risk, capital adequacy and bank profitability: Evidence from emerging economies. Journal of Risk and Financial Management, 14(9), 1–17.

Afriyie, Harrison Owusu, and Akotey, Joseph Oscar. 2013. “Credit Risk Management and Profitability of Rural Banks in the Brong Ahafo Region of Ghana.” European Journal of Business and Management. Vol.5, No.24: 24-33.

Alqaralleh, H. (2021). The impact of capital adequacy on bank profitability: Evidence from Jordan. International Journal of Economics and Financial Issues, 11(2), 45–52. https://doi.org/10.32479/ijefi.11023

Andriano, Dendy, Yulita Zanaria and Ardiansyah Japlani. 2021. “The Effect of Productive Asset Quality on ROA at Bank BRI Syariah (Persero).” AKTIVA Accounting Journal. Vol 2. No. 1: 71-77.

Andrianto, 2020. Credit Management: Theory and Concepts for Commercial Banks. 1st Edition. CV. Qiara Media Publisher.

Avrita, Risky Diba, and Pangestuti, Irene Rini Demi. 2016. “Analysis of the Influence of CAR, NPL, LDR, NIM, and BOPO on Bank Profitability (Comparison of Publicly Listed Banks and Non-Publicly Listed Banks in Indonesia for the Period 2011-2014).” Diponegoro Journal of Management, Vol. 5 No. 2: 1-13.

Bank Indonesia. 1997. Decree of the Board of Directors of Bank Indonesia Number 30/12/KEP/DIR concerning Procedures for Assessing the Health Level of Rural Credit Banks. Jakarta.

Basel Committee on Banking Supervision. 2006. International Convergence of Capital Measurement and Capital Standards. Bank for International Settlements Press & Communications. Basel.

Cendani, M., & Puspitasari, S. (2025). Effectiveness of macroprudential policy on banking credit growth in Indonesia: Dynamic panel estimation. Journal of Financial Economic Policy. Emerald Publishing. https://scispace.com/papers/effectiveness-of-macroprudential-policy-on-banking-credit-q8608gaba14h

Chowdhury, M., & Ahmed, S. (2022). Firm size and bank profitability in developing economies: Evidence from South Asia. International Journal of Economics and Financial Issues, 12(3), 77–86. https://doi.org/10.32479/ijefi.12345

Denanti, A., & Syarief, AD (2025). The effect of sustainability report disclosure, profitability, and liquidity on non-performing loans with BI rate as moderating variable: Empirical study on banking sector in Indonesia. Journal of Economics, Finance and Management Studies, 8(8), 45–56. https://scispace.com/papers/the-effect-of-sustainability-report-disclosure-profitability-ec50af45eri1

Dewi, AR, & Prasetyo, H. (2022). Capital Adequacy Ratio and its implications for the financial performance of regional banks in Indonesia. Journal of Management and Finance, 11(3), 211–225. https://doi.org/10.24843/jmk.v11i3.2022

Ekinci, A., & Poyraz, G. (2021). The effect of loan to deposit ratio on bank profitability: Evidence from Turkey. Banks and Bank Systems, 16(1), 60–69. https://doi.org/10.21511/bbs.16(1).2021.06

Ekinci, Ramazan and Poyraz, Gulden. 2019. "The Effect of Credit Risk on Financial Performance of Deposit Banks in Turkey." The scientific committee of the 3rd World Conference on Technology, Innovation and Entrepreneurship. Elsevier BV: 979-987.

Fauzi, H., & Setyawan, A. (2022). Loan to Deposit Ratio and its influence on BPR profitability in Indonesia. Journal of Economics and Business, 15(2), 145–158. https://doi.org/10.24843/jeb.v15i2.2022

Ferdinand, Augusty. 2014. Management Research Methods. 5thed. Semarang: Diponegoro University Publishing Agency.

Ghozali, Imam. 2017. Multivariate Analysis and Econometrics (Theory, Concepts, and Applications with Eviews 10). 2nded. Semarang: Diponegoro University Publishing Agency.

Gibson, Charles H. 2013. Financial Reporting and Analysis Using Financial Accounting Information. 13th ed. Cengage Learning.

Golin, Jonathan, and Delhaise, Philippe. 2013. The Bank Credit Analysis Handbook: A Guide for Analysts, Bankers and Investors, 2nd ed, John Wiley & Sons. Singapore.

Gunawan, R., & Pratama, D. (2021). Determinants of profitability in rural banks: Evidence from Indonesia. Asian Economic and Financial Review, 11(9), 755–769. https://doi.org/10.18488/journal.aefr.2021

Hamza, Syed Muhammad. 2017. “Impact of Credit Risk Management on Banks Performance: A Case Study in Pakistan Banks.” European Journal of Business and Management. Vol.9, No.1: 57-64.

Handayani, AP, & Sopian, D. (2025). The influence of CR, TATO, DER, and NPM on ROA in manufacturing companies listed on the IDX for the period 2021–2023. Dynasty International Journal of Economics, Finance and Accounting, 6(4), 112–124. https://doi.org/10.38035/dijefa.v6i4.5003

Helfert, Erich A. 2001. Financial Analysis: Tools And Techniques - A Guide For Managers. Mc-Graw-Hill.

Hendri, A., & Yuliana, R. (2023). Company size, cost efficiency, and bank profitability: A study of rural banks (BPR) in Indonesia. Journal of Management and Accounting Sciences, 18(1), 55–68.

Honohan, Patrick, and Klingebiel, Daniela. 2000. "Controlling Fiscal Costs of Banking Crises". Policy Research Working Paper 2441, The World Bank. Washington.

Hou, X., Wang, Q., & Zhang, Y. (2022). Intermediation efficiency and profitability of banks: New evidence from Asia. Pacific-Basin Finance Journal, 73, 101764.https://doi.org/10.1016/j.pacfin.2022.101764

Irman, Mimelientesa, and Viven Chandra. 2019. “Analysis of Factors Affecting Financial Performance (ROA) in Banking Companies Listed on the Indonesia Stock Exchange for the Period 2013-2017.” BILANCIA: Jurnal Ilmiah Akuntansi, Vol.3 No.1: 1-16.

Kasmir. 2021. Banking Management. Revised Edition, 15th Printing. PT Rajagrafindo Persada. Depok.

Kurniawan, A., & Santosa, B. (2023). Loan to Deposit Ratio and bank performance: Evidence from rural banks in Indonesia. Journal of Applied Economics and Business Research, 13(1), 20–34.

Kusuma, I., & Hartono, B. (2023). The effect of CAR, NPL, and LDR on profitability of regional development banks. International Journal of Business and Finance Research, 17(1), 45–56.

Laryea, Esther, Ntow-Gyamfi, Matthew, and Alu, Angela Azumah. 2016. “Nonperforming loans and bank profitability: evidence from an emerging market.” Emerald Group Publishing Limited - African Journal of Economic and Management Studies. Vol. 7, no. 4: 462-480.

Lee, J., & Kim, H. (2022). Firm size and bank profitability: Evidence from Asian emerging markets. Journal of Asian Finance, Economics and Business, 9(5), 199–208. https://doi.org/10.13106/jafeb.2022.vol9.no5.0199

Lim, C.H., Tan, L.H., & Goh, J. (2023). Firm size, operational efficiency and bank profitability: Evidence from Asian banks. Asian Economic and Financial Review, 13(4), 299–315. https://doi.org/10.18488/

Mahardian, Pandu. 2008. Analysis of the Influence of CAR, BOPO, NPL, NIM and LDR Ratios on Banking Financial Performance, Case Study of Banking Companies Listed on the IDX for the Period June 2002 – June 2007. Thesis of the Postgraduate Program in Management, Diponegoro University (unpublished).

Mawardi, Wisnu. 2005. “Analysis of Factors Affecting the Financial Performance of Commercial Banks in Indonesia (Case Study of Commercial Banks with Total Assets of Less Than 1 Trillion).” Journal of Strategic Business, Vol.14 No.1: 83-94.

Mishkin, Frederic S. 2022. The Economics Of Money, Banking, And Financial Markets. 13th ed. Pearson Education Limited.

Munawir. 2010. Financial Report Analysis, 4th Edition. Liberty. Yogyakarta.

Ningsih, R., & Pratiwi, D. (2022). The effect of company size, NPL, and BOPO on bank profitability in Indonesia. Journal of Economics and Business, 15(2), 88–101.

Nizam, E., Tan, L., & Ariffin, M. (2023). Capital adequacy, financial stability and bank profitability: Evidence from ASEAN countries. Finance Research Letters, 54, 103650. https://doi.org/10.1016/j.frl.2023.103650

Oktono, R., & Tampubolon, LDR (2025). Analysis of the influence of NIM, NPL, and BOPO on ROA of financing companies for the period 2021–2024. Journal of Social and Economic Research, 7(2), 112–125. https://scispace.com/papers/analysis-of-the-influence-of-nim-npl-and-bopo-on-roa-of-zbeilz4nu48j

Financial Services Authority. 2015. Financial Services Authority Regulation Number 13/POJK.03/2015 concerning the Implementation of Risk Management for BPRs. Jakarta.

Financial Services Authority. 2016. Financial Services Authority Regulation Number 18/POJK.03/2016 concerning the Implementation of Risk Management for Commercial Banks. Jakarta.

Financial Services Authority. 2018. Financial Services Authority Regulation Number 33/POJK.03/2018 concerning Productive Asset Quality and the Establishment of Provisions for Productive Asset Write-Offs of BPRs. Jakarta.

Financial Services Authority. 2019. Book 2 - Banking, College Financial Literacy Series. Jakarta.

Financial Services Authority. 2019. Financial Services Authority Regulation Number 40/POJK.03/2019 concerning Asset Quality Assessment of Commercial Banks. Jakarta.

Financial Services Authority. 2019. Financial Services Authority Circular Letter Number 24/SEOJK.03/2019 concerning Amendments to SEOJK Number 8/SEOJK.03/2016 concerning Minimum Capital Provision Obligations and Fulfillment of Minimum Core Capital of BPRs. Jakarta.

Financial Services Authority. 2020. Financial Services Authority Circular Letter Number 9/SEOJK.03/2020 concerning Transparency and Publication of Conventional Commercial Bank Reports. Jakarta.

Financial Services Authority. 2022. Financial Services Authority Circular Letter Number 11/SEOJK.03/2022 concerning Assessment of the Health Level of BPR and BPRS. Jakarta.

Financial Services Authority. 2024. Financial Services Authority Circular Letter Number 16/SEOJK.03/2024 concerning Reporting Through the OJK Reporting System and Financial Transparency for BPRs. Jakarta.

Government of the Republic of Indonesia. 1998. Law Number 10 of 1998 concerning Amendments to Law Number 7 of 1992 concerning Banking. Jakarta.

Phan, D.H.B., Sharma, S.S., & Narayan, P.K. (2021). Firm size, risk-taking and profitability: Evidence from emerging markets. Emerging Markets Review, 46, 100750. https://doi.org/10.1016/j.ememar.2020.100750

Putri, DA, & Santoso, R. (2023). The effect of capital structure and asset quality on commercial bank profitability. Journal of Finance and Banking, 27(2), 175–189. https://doi.org/10.26905/jkdp.v27i2.2023

Rahman, M., & Saif, L. (2022). Credit risk and profitability: Evidence from the banking sector in South Asia. Cogent Economics & Finance, 10(1), 2082093. https://doi.org/10.1080/23322039.2022.2082093

Rahmawati, I., & Hidayat, R. (2021). The effect of firm size and efficiency on profitability of rural banks in Indonesia. International Journal of Financial Research, 12(4), 88–95.

Rika, Abdul Rachman, Murni Nia, and Irfan. 2024. “The Effect of Productive Asset Quality and Company Size on Banking Profitability (Case Study of Banks Listed on the Indonesia Stock Exchange).” Accounting: Journal of Accounting Education. Vol. 4. No. 2: 50-59.

Saeed MS, and Zahid N. 2016. "The Impact of Credit Risk on Profitability of the Commercial Banks." Journal of Business & Financial Affairs. Vol. 5, no. 2: 1-7.

Santosa, Y., & Arifin, Z. (2023). Liquidity risk, loan to deposit ratio, and profitability of Indonesian banks. International Journal of Banking and Finance, 19(1), 25–40.

Sarpong, S., Abor, J., & Quartey, P. (2022). Capital adequacy, risk management and profitability of banks in Sub-Saharan Africa. Journal of Financial Economic Policy, 14(3), 395–412. https://doi.org/10.1108/JFEP-08-2021-0184

Silpiani, LS, & Kusumawardani, A. (2025). The Effect of NIM, NPL, and CAR on ROA in banking companies listed on the Indonesia Stock Exchange. Journal of Economics and Business Research, 12(1), 45–57. https://scispace.com/papers/pengaruh-nim-npl-dan-car-terhadap-roa-pada-perusahaan-hw64whjd5fxu

Stuart, T. (2005). New Players, New Landscape: The Banker, Special Supplement. Financial Times, April.

Sugiyono. 2022. Qualitative Research Methods (For research that is: exploratory, enterpretive, interactive and constructive). Alfabeta, Bandung.

Suryanto, S., & Rasmini, M. (2025). Research on the implementation of Basel III on the financial performance of the banking industry in Indonesia. Journal of Finance and Banking Sciences: IF, 14(2), 115–128.

Wheelen, Thomas L., Hunger, J. David, Hoffman, Alan N., and Bamford, Charles E. 2015. Strategic Management and Business Policy Globalization, Innovation, and Sustainability. 14th ed. Pearson Education Limited.

Wibowo, D., & Susanti, E. (2023). Firm size, BOPO, and NPL as determinants of ROA on Indonesian rural banks. Journal of Management and Accounting, 18(2), 102–116.

Wijayanti, F., Kusumo, R., & Anindya, P. (2023). Loan to Deposit Ratio and its implications for the financial performance of rural banks in Central Java. Journal of Management and Accounting, 18(1), 89–102.

Yusuf, M., & Wibowo, S. (2022). Bank size, financial stability, and performance: Evidence from Indonesia. International Journal of Finance & Economics, 27(4), 4821–4835.https://doi.org/10.1002/ijfe.2403

Author Biographies

Reza Surya Akdiwidjaya, Universitas Diponegoro

Author Origin : Indonesia

Wisnu Mawardi, Universitas Diponegoro

Author Origin : Indonesia

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How to Cite

Reza Surya Akdiwidjaya, & Wisnu Mawardi. (2025). THE EFFECT OF CREDIT RISK ON FINANCIAL PERFORMANCE OF CONVENTIONAL PEOPLE’S BANKS IN INDONESIA (Comparative Study between Privately Owned and Local Government Owned BPRs). Multidiciplinary Output Research For Actual and International Issue (MORFAI), 5(5), 7428–7445. https://doi.org/10.54443/morfai.v5i5.4354

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