Main Article Content
Abstract
This study aims to analyze credit risk and other control variables on the profitability of conventional banks in Indonesia. Profit is measured by return on assets (ROA), and credit risk is measured by Non-Performing Loan (NPL). In addition, this study examines the moderation effect of the COVID pandemic through the interaction between NPLs and COVID on ROA. The study uses conventional bank panel data in Indonesia for the period 2015–2023 using quarterly data and a dynamic panel regression approach. The results of the study found that NPL negatively affected ROA. The assets, LDR, and CAR had a positive effect on ROA, while CIR, GDP, and COVID had a significant negative effect on ROA. Interestingly, the interaction between NPLs and COVID showed a positive influence, indicating that the pandemic encouraged increased risk management effectiveness and banking operational efficiency. The implications of the findings of the positive effects of the interaction between credit risk and the pandemic on bank profitability are the need to affirm the role of adaptive policies and credit restructuring in maintaining the performance of the banking sector in times of crisis.
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Copyright (c) 2025 Aufa Al Zafir , Gugum Mukdas Sudarjah

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References
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- Alandejani, M., & Asutay, M. (2017). Nonperforming loans in the GCC banking sectors: Does the Islamic finance matter? Research in International Business and Finance, 42, 832–854. https://doi.org/10.1016/j.ribaf.2017.07.020
- Alnabulsi, K., Kozarević, E., & Hakimi, A. (2023). Non-Performing Loans and Net Interest Margin in the MENA Region: Linear and Non-Linear Analyses. International Journal of Financial Studies, 11(2). https://doi.org/10.3390/ijfs11020064
- Amanda, M., Lam, S., . R., & Adelina, Y. (2020). The Effect of Concentrated Ownership on Bank Profitability in Indonesia. Jurnal Akuntansi Dan Keuangan Indonesia, 17(1). https://doi.org/10.21002/jaki.2020.02
- Ardana, Y., & Nurmalia, G. (2025). Determination of Islamic social responsibility disclosure in Indonesian sharia commercial banks. Economics, Finance, and Business Review, 2(1), 32–42. https://doi.org/10.20885/efbr.vol2.iss1.art4
- Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277–279. https://doi.org/10.2307/2297968
- Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-D
- Ashyari, M. Z., & Rokhim, R. (2020). Revenue diversification and bank profitability: study on Indonesian banks. Jurnal Siasat Bisnis, 24(1), 34–42. https://doi.org/10.20885/jsb.vol24.iss1.art3
- Berger, A. N., & DeYoung, R. (1997). Problem Loans and Cost Efficiency in Commercial Banks. Journal of Banking & Finance, 21(6), 849–870. https://doi.org/10.17016/feds.1997.08
- El-Chaarani, H. (2023). the Impact of Covid-19 on the Performance of Islamic Banks in the Mena Region. ISRA International Journal of Islamic Finance, 15(1), 109–129. https://doi.org/10.55188/ijif.v15i1.488
- Endrajati, N. P., & Anggraeni, A. (2025). Profitability Determinants of Islamic Banks in Indonesia: The Role of Foreign Ownership. Jurnal Ekonomi, 30(2), 335–357. https://doi.org/10.24912/je.v30i2.3136
- Fu, X. (Maggie), Lin, Y. (Rebecca), & Molyneux, P. (2014). Bank competition and financial stability in Asia Pacific. Journal of Banking and Finance, 38(1), 64–77. https://doi.org/10.1016/j.jbankfin.2013.09.012
- Hayet, H., Hanafi, S. M., & Afandi, M. Y. (2024). Market Power, Bank-Specific Factors, and Macroeconomic Effects on Banking Profitability In Indonesia: Before and After the Covid-19 Pandemic. Jurnal Ekonomi Bisnis Dan Kewirausahaan, 13(1), 148–167. https://doi.org/10.26418/jebik.v13i1.72197
- Hendri, Z., Wulandari, E., & Sollehudin Shuib, M. (2025). Do we need large Islamic rural banks? Economics, Finance, and Business Review, 2(1), 1–11. https://doi.org/10.20885/efbr.vol2.iss1.art1
- Horobet, A., Radulescu, M., Belascu, L., & Dita, S. M. (2021). Determinants of Bank Profitability in CEE Countries: Evidence from GMM Panel Data Estimates. Journal of Risk and Financial Management, 14(7). https://doi.org/10.3390/jrfm14070307
- Jing, E. (2020). Impact of high non-performing loan ratios on bank lending trends and profitability. In Int. J. Financial Stud (Vol. 8). www.mdpi.com/journal/ijfs
- Kalkan, G. (2025). The Impact of Non-performing Loans on Bank Profitability: Evidence from Türkiye. Public Governance, Administration and Finances Law Review, 10(1), 121–136. https://doi.org/10.53116/pgaflr.8114
- Priharta, A., & Gani, N. A. (2023). Determinants of bank profitability: Empirical evidence from Republic of Indonesia state-owned banks. Contaduria y Administracion, 69(3), 49–65. https://doi.org/10.22201/fca.24488410e.2024.4999
- Purwasih, H., & Wibowo, W. (2021). the Determinants Factors of Profitability Islamic Bank in Indonesia. Jurnal Muara Ilmu Ekonomi Dan Bisnis, 5(1), 89. https://doi.org/10.24912/jmieb.v5i1.10023
- Putri, D. W. E. P., & Misbah, H. (2025). The impact of funding risk on the stability of Islamic rural banks in Indonesia. Economics, Finance, and Business Review, 2(1), 12–21. https://doi.org/10.20885/efbr.vol2.iss1.art2
- 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
- Rita, S. D., & Sugiarti, D. (2025). Islamic performance index and profitability with the moderating role of intellectual capital in Indonesian Islamic banks. Economics, Finance, and Business Review, 2(1), 43–54. https://doi.org/10.20885/efbr.vol2.iss1.art5
- Saif-Alyousfi, A. Y. H. (2022). Determinants of bank profitability: evidence from 47 Asian countries. Journal of Economic Studies, 49(1), 44–60. https://doi.org/10.1108/JES-05-2020-0215
- Santoso, D. B., Suprapto, E., Zakaria, R. A., Kusumaningrum, H. A., & Jamil, H. (2023). Analysis of banking competition in Indonesia and its impact on profitability: Structure conduct performance (SCP) approach. Journal of Innovation in Business and Economics, 7(01), 19–28. https://doi.org/10.22219/jibe.v7i01.27156
- Sedera, R. M. H., Risfandy, T., & Futri, I. N. (2022). Financial Inclusion and Bank Profitability: Evidence from Indonesia. Journal of Accounting and Investment, 23(3), 398–412. https://doi.org/10.18196/jai.v23i3.14721
- Sunarsih, Al Hashfi, R. U., Munawaroh, U., & Suhari, E. (2022). Nexus of Risk and Stability in Islamic Banks During the Pandemic: Evidence From Indonesia. Journal of Islamic Monetary Economics and Finance, 8(4), 599–614. https://doi.org/10.21098/jimf.v8i4.1444
- Sutrisno, S. (2023). Islamic Banking Profitability in Indonesia. International Journal of Finance & Banking Studies (2147-4486), 12(1), 01–09. https://doi.org/10.20525/ijfbs.v12i1.2391
- Sutrisno, S., & Widarjono, A. (2022). Is Profit – Loss- Sharing Financing Matter for Islamic Bank ’ s Profitability ? The Indonesian Case. Risks, 10(11), 1–13. https://doi.org/https://doi.org/10.3390/risks10110207
- Widarjono, A. (2025). Determinant of sharia rural bank profitability: Do size and location matter? Muqtasid: Jurnal Ekonomi Dan Perbankan Syariah, 15(2), 139–154. https://doi.org/10.18326/muqtasid.v15i2.139-154
References
Achsani, M. N. F. F., & Kassim, S. (2021). Determinant of Indonesian Banking Profitability: Case Study Dual Banking System. International Journal of Islamic Economics and Finance (IJIEF), 4(SI), 1–18. https://doi.org/10.18196/ijief.v4i0.10464
Alandejani, M., & Asutay, M. (2017). Nonperforming loans in the GCC banking sectors: Does the Islamic finance matter? Research in International Business and Finance, 42, 832–854. https://doi.org/10.1016/j.ribaf.2017.07.020
Alnabulsi, K., Kozarević, E., & Hakimi, A. (2023). Non-Performing Loans and Net Interest Margin in the MENA Region: Linear and Non-Linear Analyses. International Journal of Financial Studies, 11(2). https://doi.org/10.3390/ijfs11020064
Amanda, M., Lam, S., . R., & Adelina, Y. (2020). The Effect of Concentrated Ownership on Bank Profitability in Indonesia. Jurnal Akuntansi Dan Keuangan Indonesia, 17(1). https://doi.org/10.21002/jaki.2020.02
Ardana, Y., & Nurmalia, G. (2025). Determination of Islamic social responsibility disclosure in Indonesian sharia commercial banks. Economics, Finance, and Business Review, 2(1), 32–42. https://doi.org/10.20885/efbr.vol2.iss1.art4
Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277–279. https://doi.org/10.2307/2297968
Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-D
Ashyari, M. Z., & Rokhim, R. (2020). Revenue diversification and bank profitability: study on Indonesian banks. Jurnal Siasat Bisnis, 24(1), 34–42. https://doi.org/10.20885/jsb.vol24.iss1.art3
Berger, A. N., & DeYoung, R. (1997). Problem Loans and Cost Efficiency in Commercial Banks. Journal of Banking & Finance, 21(6), 849–870. https://doi.org/10.17016/feds.1997.08
El-Chaarani, H. (2023). the Impact of Covid-19 on the Performance of Islamic Banks in the Mena Region. ISRA International Journal of Islamic Finance, 15(1), 109–129. https://doi.org/10.55188/ijif.v15i1.488
Endrajati, N. P., & Anggraeni, A. (2025). Profitability Determinants of Islamic Banks in Indonesia: The Role of Foreign Ownership. Jurnal Ekonomi, 30(2), 335–357. https://doi.org/10.24912/je.v30i2.3136
Fu, X. (Maggie), Lin, Y. (Rebecca), & Molyneux, P. (2014). Bank competition and financial stability in Asia Pacific. Journal of Banking and Finance, 38(1), 64–77. https://doi.org/10.1016/j.jbankfin.2013.09.012
Hayet, H., Hanafi, S. M., & Afandi, M. Y. (2024). Market Power, Bank-Specific Factors, and Macroeconomic Effects on Banking Profitability In Indonesia: Before and After the Covid-19 Pandemic. Jurnal Ekonomi Bisnis Dan Kewirausahaan, 13(1), 148–167. https://doi.org/10.26418/jebik.v13i1.72197
Hendri, Z., Wulandari, E., & Sollehudin Shuib, M. (2025). Do we need large Islamic rural banks? Economics, Finance, and Business Review, 2(1), 1–11. https://doi.org/10.20885/efbr.vol2.iss1.art1
Horobet, A., Radulescu, M., Belascu, L., & Dita, S. M. (2021). Determinants of Bank Profitability in CEE Countries: Evidence from GMM Panel Data Estimates. Journal of Risk and Financial Management, 14(7). https://doi.org/10.3390/jrfm14070307
Jing, E. (2020). Impact of high non-performing loan ratios on bank lending trends and profitability. In Int. J. Financial Stud (Vol. 8). www.mdpi.com/journal/ijfs
Kalkan, G. (2025). The Impact of Non-performing Loans on Bank Profitability: Evidence from Türkiye. Public Governance, Administration and Finances Law Review, 10(1), 121–136. https://doi.org/10.53116/pgaflr.8114
Priharta, A., & Gani, N. A. (2023). Determinants of bank profitability: Empirical evidence from Republic of Indonesia state-owned banks. Contaduria y Administracion, 69(3), 49–65. https://doi.org/10.22201/fca.24488410e.2024.4999
Purwasih, H., & Wibowo, W. (2021). the Determinants Factors of Profitability Islamic Bank in Indonesia. Jurnal Muara Ilmu Ekonomi Dan Bisnis, 5(1), 89. https://doi.org/10.24912/jmieb.v5i1.10023
Putri, D. W. E. P., & Misbah, H. (2025). The impact of funding risk on the stability of Islamic rural banks in Indonesia. Economics, Finance, and Business Review, 2(1), 12–21. https://doi.org/10.20885/efbr.vol2.iss1.art2
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
Rita, S. D., & Sugiarti, D. (2025). Islamic performance index and profitability with the moderating role of intellectual capital in Indonesian Islamic banks. Economics, Finance, and Business Review, 2(1), 43–54. https://doi.org/10.20885/efbr.vol2.iss1.art5
Saif-Alyousfi, A. Y. H. (2022). Determinants of bank profitability: evidence from 47 Asian countries. Journal of Economic Studies, 49(1), 44–60. https://doi.org/10.1108/JES-05-2020-0215
Santoso, D. B., Suprapto, E., Zakaria, R. A., Kusumaningrum, H. A., & Jamil, H. (2023). Analysis of banking competition in Indonesia and its impact on profitability: Structure conduct performance (SCP) approach. Journal of Innovation in Business and Economics, 7(01), 19–28. https://doi.org/10.22219/jibe.v7i01.27156
Sedera, R. M. H., Risfandy, T., & Futri, I. N. (2022). Financial Inclusion and Bank Profitability: Evidence from Indonesia. Journal of Accounting and Investment, 23(3), 398–412. https://doi.org/10.18196/jai.v23i3.14721
Sunarsih, Al Hashfi, R. U., Munawaroh, U., & Suhari, E. (2022). Nexus of Risk and Stability in Islamic Banks During the Pandemic: Evidence From Indonesia. Journal of Islamic Monetary Economics and Finance, 8(4), 599–614. https://doi.org/10.21098/jimf.v8i4.1444
Sutrisno, S. (2023). Islamic Banking Profitability in Indonesia. International Journal of Finance & Banking Studies (2147-4486), 12(1), 01–09. https://doi.org/10.20525/ijfbs.v12i1.2391
Sutrisno, S., & Widarjono, A. (2022). Is Profit – Loss- Sharing Financing Matter for Islamic Bank ’ s Profitability ? The Indonesian Case. Risks, 10(11), 1–13. https://doi.org/https://doi.org/10.3390/risks10110207
Widarjono, A. (2025). Determinant of sharia rural bank profitability: Do size and location matter? Muqtasid: Jurnal Ekonomi Dan Perbankan Syariah, 15(2), 139–154. https://doi.org/10.18326/muqtasid.v15i2.139-154