Financial Resilience of Post-Pandemic Indonesia’s Largest Banks: Evidence from Camels and RGEC-Based Assessment
Authors
Faculty of Economic and Business, Universitas Pancasila (Indonesia)
Yuana Rizky Octaviani Mandagie
Faculty of Economic and Business, Universitas Pancasila (Indonesia)
Article Information
DOI: 10.47772/IJRISS.2026.100500709
Subject Category: Accounting
Volume/Issue: 10/5 | Page No: 10544-10557
Publication Timeline
Submitted: 2026-05-15
Accepted: 2026-05-20
Published: 2026-06-11
Abstract
The COVID-19 pandemic significantly impacted Indonesia's banking sector, particularly increasing credit risk and pressuring financial stability. This study aims to assess the financial resilience of Indonesia's largest banks—specifically those categorized as Core Capital Bank Tier-4 (BCA, Mandiri, BRI, and BNI)—over the 2019–2023 period, covering the pre-pandemic, during-pandemic, and post-pandemic recovery stages. Using a quantitative approach and secondary data from audited financial reports, the study employs two established bank health assessment methods: CAMELS (Capital, Assets, Management, Earnings, Liquidity, and Sensitivity to Market Risk) and RGEC (Risk Profile, Good Corporate Governance, Earnings, and Capital). The results reveal that all four banks demonstrated strong capital adequacy, with BCA recording the highest average Capital Adequacy Ratio (CAR) of 26.1%. Asset quality, measured by Non-Performing Loans (NPL), showed BCA with the lowest average NPL (1.8%), while others remained in the healthy category. The pandemic caused notable declines in key indicators such as Return on Assets (ROA), Return on Equity (ROE), Net Interest Margin (NIM), and Loan-to-Deposit Ratio (LDR) in 2020, followed by a consistent recovery from 2021 to 2023. The RGEC method consistently rated all banks as “Very Healthy” throughout the period, whereas the CAMELS method showed more variation—initially rating BCA as “Healthy” and others as “Fairly Healthy” in 2019–2020, before all banks improved to “Healthy” by 2021–2023. The study concludes that Indonesia's Core Capital Bank Tier-4 banks possess strong financial resilience, adequate governance, and robust adaptability to economic shocks. Recommendations include strengthening credit risk management, enhancing operational efficiency, and expanding future research to include macroeconomic variables and broader bank classifications.
Keywords
Financial resilience, Bank health assessment, CAMELS method, RGEC method, Post-pandemic recovery
Downloads
References
1. Agoraki, M.-E. K., & Kouretas, G. P. (2021). Loan growth, ownership, and regulation in the European Banking Sector: Old versus new banking landscape. Journal of International Financial Markets, Institutions and Money, 75. https://doi.org/10.1016/j.intfin.2021.101450 [Google Scholar] [Crossref]
2. Amyulianthy, R., Muda, R., Said, J., & Setyaningrum, D. (2022). Measuring Good Public Governance in the Local Governments of Indonesia: A Multidimensional Index. Asia-Pacific Management Accounting Journal, 17(2), 201–227. https://doi.org/10.24191/apmaj.v17i2-07 [Google Scholar] [Crossref]
3. Ch, F. N., & Jola, S. P. (2017). Bank health level analysis using rbbr in financial services sector - case in Indonesia stock exchange. International Journal of Economic Research, 14(17), 181–192. [Google Scholar] [Crossref]
4. Danlami, M. R., Abduh, M., & Abdul Razak, L. (2022). CAMELS, risk-sharing financing, institutional quality and stability of Islamic banks: evidence from 6 OIC countries. Journal of Islamic Accounting and Business Research, 13(8), 1155–1175. https://doi.org/10.1108/JIABR-08-2021-0227 [Google Scholar] [Crossref]
5. Gündüz, V. (2022). Performance Analysis of the Northern and Southern Banking Sectors on Cyprus Island Under the Covid-19 Era. Springer Proceedings in Business and Economics, 101–119. https://doi.org/10.1007/978-3-030-93725-6_6 [Google Scholar] [Crossref]
6. Irene, P. F., Pilar, C. F., & Lious, N. A. T. (2014). Financial performance after the spanish banking reforms: A comparative study of 19 commercial banks. Risk Governance and Control: Financial Markets and Institutions, 4(2), 70–82. https://doi.org/10.22495/rgcv4i2art6 [Google Scholar] [Crossref]
7. Kumar, P., Verma, P., Bhatnagar, M., Taneja, S., Seychel, S., Todorović, I., & Grim, S. (2023). The Financial Performance and Solvency Status of the Indian Public Sector Banks: A CAMELS Rating and Z Index Approach. International Journal of Sustainable Development and Planning, 18(2), 367–376. https://doi.org/10.18280/ijsdp.180204 [Google Scholar] [Crossref]
8. Madugu, A. H., Ibrahim, M., & Amoah, J. O. (2020). Differential effects of credit risk and capital adequacy ratio on profitability of the domestic banking sector in Ghana. Transnational Corporations Review, 12(1), 37–52. https://doi.org/10.1080/19186444.2019.1704582 [Google Scholar] [Crossref]
9. Patel, A., Debnath, N. C., Mishra, A. K., & Jain, S. (2021). Covid19-IBO: A Covid-19 Impact on Indian Banking Ontology Along with an Efficient Schema Matching Approach. New Generation Computing, 39(3–4), 647–676. https://doi.org/10.1007/s00354-021-00136-0 [Google Scholar] [Crossref]
10. Petrina, O., Stadolin, M., Kozhina, V., Kurtynov, I., Nikolskaya, E., & Orlova, E. (2024). Bank Financial Risk Assessment in the Digital Background. International Journal of Safety and Security Engineering, 14(3), 765–771. https://doi.org/10.18280/ijsse.140309 [Google Scholar] [Crossref]
11. Riyanti, R. S., Wulandari, P., Prijadi, R., & Tortosa-Ausina, E. (2025). Green loans: Navigating the path to sustainable profitability in banking. Economic Analysis and Policy, 85, 1613–1624. https://doi.org/10.1016/j.eap.2025.01.028 [Google Scholar] [Crossref]
12. Varga, J., & Bánkuti, G. (2021). Ranking methodology for Islamic banking sectors - Modification of the conventional CAMELS method. Banks and Bank Systems, 16(1), 36–51. https://doi.org/10.21511/BBS.16(1).2021.04 [Google Scholar] [Crossref]
Metrics
Views & Downloads
Similar Articles
- The Role of Value and Growth Stocks in Portfolio Returns: Insights From the Nigerian Stock Market
- The Impact of Environmental, Social, Governance (ESG) and Profitability on Firm Value Moderated by Firm Size
- Assessment of the Impact of Environmental Operating Costs on Return on Assets: Evidence from Listed Breweries in Nigeria
- Mobile Money and Digital Financial Services Ecosystem in Adamawa State
- A Quantitative Approach of Professional Skepticism and Fraud Detection among Malaysian Internal Auditors