Effect of Client Appraisal on the Financial Performance of Commercial Banks in Rwanda
DOI:
https://doi.org/10.53573/rhimrj.2025.v12n11.005Keywords:
Client Appraisal, Financial Performance, Credit Risk Management, Commercial Banks, Rwanda, Non-Performing LoansAbstract
This study assessed the effect of client appraisal on the financial performance of commercial banks in Rwanda. Using secondary data from audited quarterly financial statements of nine licensed commercial banks over the period 2018–2024, the research employed descriptive statistics and panel regression analysis. Client appraisal was measured through Non-Performing Loan (NPL) ratios and loan loss provisions, while financial performance was assessed using Return on Assets (ROA), Return on Equity (ROE), and Net Interest Margin (NIM). The findings revealed that client appraisal significantly and positively influences financial performance (β = 0.42, p < 0.001), explaining substantial variance in profitability indicators. Banks with rigorous client appraisal mechanisms demonstrated lower Non-Performing Loan (NPL) ratios and higher profitability. The study concludes that effective client appraisal is critical for credit risk mitigation and financial stability in Rwanda's banking sector. It is recommended that banks strengthen credit assessment frameworks through advanced scoring models, comprehensive borrower evaluation, and regular staff training to sustain profitability and minimize default risks.
References
Adusei, M. (2022). Credit risk and bank stability in Sub-Saharan Africa. Journal of African Financial Studies, 14(2), 45-63.
Ahmed, S., & Ali, M. (2022). The role of client appraisal in managing credit risk: A case of microfinance institutions in Kenya. Journal of Risk Management, 12(4), 56-68.
Akerlof, G. A. (2021). The market for lemons: Quality uncertainty and the market mechanism. In The economics of information (pp. 29-44). Cambridge University Press.
Amoako, G. K., & Fiador, V. O. (2022). The role of client appraisal in the financial performance of rural banks in Ghana: A case study approach. Journal of Financial Risk Management, 11(2), 87-102.
Beck, T. (2020). Bank performance and credit risk management in emerging markets. Journal of Banking & Finance, 115, 105-122.
Gachau, J., Maina, P., & Muthoni, S. (2020). The effect of client appraisal on the financial performance of microfinance institutions in Tanzania. African Journal of Business Management, 14(5), 127-135.
George, D., & Mallery, P. (2020). IBM SPSS statistics 26 step by step: A simple guide and reference (14th ed.). Routledge.
Kothari, C. R., & Garg, G. (2020). Research methodology: Methods and techniques (4th ed.). New Age International.
Mahama, B., & Quaye, R. (2023). Client appraisal and financial performance of savings and credit cooperatives in Uganda: A cross-sectional study. Journal of Cooperative Management, 9(1), 22-35.
Mugume, A., Ntara, C., & Ssonko, G. W. (2021). Bank credit risk management and performance of commercial banks in East Africa. African Journal of Accounting, Auditing and Finance, 10(3), 321-339.
Mugwe, P., & Kamau, S. (2020). Client appraisal and its impact on loan performance in microfinance institutions in Nairobi. Journal of Business and Economic Studies, 18(3), 77-90.
Mutai, J. K., & Kiragu, D. N. (2021). Client appraisal and financial performance of commercial banks in Kenya. Journal of Business and Economic Development, 6(3), 45-58.
National Bank of Rwanda. (2023). Annual financial reports of commercial banks in Rwanda. Kigali: National Bank of Rwanda.
Ndayambaje, I., & Sezibera, V. (2021). Infrastructure and teacher training gaps in Rwanda's physical education implementation. Journal of Education Policy in Rwanda, 8(2), 67-82.
Nshimiyimana, C., & Tumukunde, E. (2022). Understanding the challenges of credit appraisal in Rwandan banks. International Journal of Banking and Finance, 9(2), 34-50.
Ruganzu, M., Mukarubuga, E., & Murenzi, J. (2023). The role of credit information sharing in reducing asymmetric information in Rwandan banking sector. Journal of Risk Finance, 24(1), 89-103.
Stiglitz, J. E., & Weiss, A. (2020). Credit rationing in markets with imperfect information. The American Economic Review, 71(3), 393-410.
World Bank. (2022). Rwanda economic update: Addressing the challenge of non-performing loans. Washington, DC: World Bank.
Zhang, Y., Liu, S., & Zhao, X. (2021). The impact of credit scoring on loan decisions and financial performance in Chinese banks. Journal of Banking and Finance, 124, 106063.
