An Empirical Analysis of the Impact of Credit Risk Management on the Financial Performance of Commercial Banks in Nigeria

Authors

  • Emmanuel Imuede Oyasor Walter Sisulu University

DOI:

https://doi.org/10.61194/ijtc.v5i3.1664

Keywords:

Credit risk management, Cost-to-income ratio, Capital adequacy, Non-performing loans, Financial performance.

Abstract

This study investigates the impact of credit risk management on the financial performance of commercial banks in Nigeria. It aims to assess how key credit risk indicators—capital adequacy ratio (CAR), cost-to-income ratio (CIR), and non-performing loans (NPL)—influence bank profitability. The study employs a panel regression model, utilizing secondary financial data from commercial banks operating between 2010 and 2022, sourced from the Central Bank of Nigeria and other official records. Descriptive analysis, normality tests, correlation analysis, and panel regression techniques are applied to examine the relationships between variables. The results reveal a strong negative correlation between CAR and CIR, indicating that higher capital adequacy is associated with improved financial efficiency. However, regression analysis shows no statistically significant relationship between credit risk management variables and financial performance, as reflected in return on equity (ROE) and return on assets (ROA). This suggests that while credit risk management practices affect cost efficiency, their direct impact on profitability remains inconclusive. The findings highlight the complexity of credit risk management in commercial banking. While maintaining adequate capital buffers contributes to cost efficiency, other external economic factors may be more significant in determining overall profitability. The study underscores the need for commercial banks to refine their risk assessment and mitigation strategies to enhance financial stability and performance. Despite credit risk management's theoretical significance, its direct influence on financial performance appears limited. To optimize financial outcomes, banks should implement more effective risk assessment frameworks and recovery mechanisms for non-performing loans. This study contributes to the limited empirical research on credit risk management in Nigeria by providing a comprehensive panel data analysis. Unlike previous studies, it examines both correlations and regression effects, revealing that credit risk management practices more influence cost efficiency than profitability.

References

Abubakar, A., Sulaiman A., Bello, U. & Mohammed, U. M. (2019). Credit risk management and financial performance of quoted deposit money banks in Nigeria. University of Port Harcourt Journal of Management 1: 178–92. https://www.scirp.org/reference/referencespapers?referenceid=3589535

Accornero, M., Giuseppe, C., Roberto, F., Fabio, P. & Alberto, M.S. (2018). Credit risk in banks’ exposures to non-financial firms. European Financial Management 24: 775–91. https://onlinelibrary.wiley.com/doi/abs/10.1111/eufm.12138

Addae-Korankye, A. (2014). Causes and control of loan default/delinquency in microfinance institutions in Ghana. American International Journal of Contemporary Research, 4(12), 36-45. https://www.scirp.org/reference/referencespapers?referenceid=2768628

Adedeji, A.A., Taiwo, J. N., Ikumapayi, T., & Akpevwe, G. (2018). The evaluation of credit management on the performance of small-scale enterprises in Nigeria. International E-Journal of Advances in Social Sciences, 4(10), 130-138. https://doi.org/10.18769/ijasos.417706

Adegbie, F.F., & Otitolaiye, E.D. (2020). Credit risk and financial performance: An empirical study of deposit money banks in Nigeria. European Journal of Accounting, Auditing and Finance Research 8: 38–58. https://doi.org/10.37745/ejaafr.2013

Afande, F. O. (2014). Credit risk management practices of commercial banks in Kenya. European Journal of Business and Management, 6(34), 21-62. https://iiste.org/Journals/index.php/EJBM/article/view/17139

Afolabi, T.S., Tomola, M.O., & Tajudeen, E. (2020). Credit risk and financial performance: Evidence from microfinance banks in Nigeria. IOSR Journal of Economics and Finance 11: 8–15. https://doi.org/10.9790/5933-1101070815

Afriyie, H. O., & Akotey, J. O. (2012). Credit risk management and profitability of selected rural banks in Ghana. Ghana: Catholic University College of Ghana, 7(4), 176-181. https://www.scirp.org/reference/referencespapers?referenceid=3069810

Afriyie, S. O., Yusheng, K., Kaodui, L., Caesar, A. E., & Owusu-Akomeah, M. (2018). Credit risk management system of commercial banks: an analysis of the process. https://doi.org/10.37745/ejaafr.2013

Ahmad, A. U, Uckath, V.B. & Prem, S.J. (2021). A study of multicollinearity detection and rectification under missing values. Turkish Journal of Computer and Mathematics Education 12: 399–418. https://doi.org/10.17762/turcomat.v12i1S.1880

Ajao, M. G, & Ehi, P.O. (2019). Credit risk management and performance of deposit money banks in Nigeria. African Review of Economics and Finance 11: 157–77. https://www.ajol.info/index.php/aref/article/view/187628

Akinselure, O. P. & Abisola T. A. (2019). Impact of credit risk management on profitability of selected deposit money banks in Nigeria. International Journal of Economics, Commerce and Management 7: 254–68. https://ijecm.co.uk/wp-content/uploads/2019/09/7918a.pdf

Alshatti, A.S. (2015). The effect of credit risk management on financial performance of the Jordanian commercial banks. Investment management and financial innovations, 12(1), 338-345. https://www.businessperspectives.org/index.php/journals/investment-management-and-financial-innovations/issue-1-cont-10/the-effect-of-credit-risk-management-on-financial-performance-of-the-jordanian-commercial-banks

Altman, E. I., Caouette, J. B., & Narayanan, P. (1998). Managing Credit Risk: The Next Great Financial Challenge. New York: John Wiley & Sons. https://www.scirp.org/reference/referencespapers?referenceid=2807378

Babatunde, S.A. (2022). Examining the association between government budget and poverty rate in Nigeria. Global Journal of Accounting. Retrieved on 2nd September, 2022 from http://gja.unilag.edu.ng/article/view/1572/1214.

Berríos, M. R. (2013). The relationship between bank credit risk and profitability and liquidity. The International Journal of Business and Finance Research, 7(3), 105-118. https://ssrn.com/abstract=2149816

CFI Team. (2022). Risk Management. Retrieved on 29 August, 2022 from https://corporatefinanceinstitute.com/resources/knowledge/strategy/risk-management/

Chen, K., & Pan, C. (2012). An empirical study of credit risk efficiency of banking industry in Taiwan. Web Journal of Chinese Management Review, 15(1), 1-16. https://www.sciepub.com/reference/299307

Dlugosch, T.., Klinger, B., Frese, M., & Klehe, U. C. (2018). Personality‐based selection of entrepreneurial borrowers to reduce credit risk: Two studies on prediction models in low‐and high‐stakes settings in developing countries. Journal of Organizational Behavior, 39(5), 612-628. https://doi.org/10.1002/job.2236

Eckles, D. L., Hoyt, R. E., & Miller, S. M. (2014). Reprint of: The impact of enterprise risk management on the marginal cost of reducing risk: Evidence from the insurance industry. Journal of Banking & Finance, 49, 409-423. https://doi.org/10.1016/j.jbankfin.2014.02.007

Eichler R, (2022). Risk Management Framework. Retrieved on 12 September, 2022 From https://www.investopedia.com/articles/professionals/021915/risk-management- framework-rmf- overview.asp

Ejoh, N., Okpa, I., & Inyang, E. (2014). The relationship and effect of credit and liquidity risk on bank default risk among deposit money banks in Nigeria. Research Journal of Finance and Accounting, 5(16), 142-150. https://www.iiste.org/Journals/index.php/RJFA/article/viewFile/14829/15438

Epure, M., & Lafuente, E. (2015). Monitoring bank performance in the presence of risk. Journal of Productivity Analysis, 44, 265-281. https://doi.org/10.1007/s11123-014-0413-z

Fatemi, A., & Fooladi, I. (2006). Credit risk management: a survey of practices. Managerial finance, 32(3), 227-233. https://doi.org/10.1108/03074350610646735

Fatima, A. O. (2013). An analysis of credit management in the banking industry. A case study of first bank of Nigeria Plc. ENUGU, 17-20. https://www.semanticscholar.org/paper/AN-ANALYSIS-OF-CREDIT-MANAGEMENT-IN-THE-BANKING-(A-Fatima/8a59b81f934eddabbb8dafdb1af43134e5d0aca1

Felix, A. T., & Claudine, T. N. (2008). Bank performance and credit risk management, unpublished master dissertation in finance, University of Skovde. https://www.scirp.org/reference/referencespapers?referenceid=3687529

Gaitho, N. W. (2013). Role of credit reference bureaus on credit access in Kenya: A survey of commercial banks in Kenya. European Scientific Journal, 9(13).

Honey, D., Tashfeen, R., Farid, S., & Sadiq, R. (2019). Credit risk management: Evidence of corporate governance in banks of Pakistan. Journal of Finance and Accounting Research, 1(1), 1-18.

Horcher, K. A. (2011). Essentials of financial risk management. John Wiley & Sons. https://econpapers.repec.org/article/risjfiacr/0001.htm

Hosna, A., Manzura, B., & Juanjuan, S. (2009). Credit risk management and profitability in commercial banks in Sweden. rapport nr.: Master’s degree Project 2009: 36. https://www.semanticscholar.org/paper/Credit-Risk-Management-and-Profitability-in-Banks-Hosna-Manzura/734013d0e7019da80acbf3588043b8f28a1f21bc

Kaitibi, D.B., Ganawah, E. T., Yokie, M.A., Jalloh, M., & Koroma, B.M. (2017). Impact of efficient credit management on profitability of commercial banks in Sierra Leone. Open Journal of Business and Management, 6(1), 139-150. ttps://doi.org/10.4236/ojbm.2018.61009

Kerton, W. (2021), What is liquidity risk? Retrieved on 6 February 2023 from https://www.investopedia.com/terms/l/liquidityrisk.asp.

Khadka, M. (2021). Credit Risk Management of Commercial Banks in Nepal (Doctoral dissertation, Faculty of Management).

Kirschenmann, K. (2016). Credit rationing in small firm-bank relationships. Journal of financial Intermediation, 26, 68-99. https://doi.org/10.1016/j.jfi.2015.11.001

Kithinji, A. M. (2010). Credit risk management and profitability of commercial banks in Kenya. http://hdl.handle.net/11295/40437

Kolapo, T. F., Ayeni, R. K., & Oke, M. O. (2012). Credit risk and commercial banks' performance in nigeria: a panel model approach. Australian journal of business and management research, 2(2), 31. https://doi.org/10.52283/NSWRCA.AJBMR.20120202A04

Kushi. T (2020). Introduction: What is banking? (Meaning, Definition, Objectives & Features). Retrieved on 12, October 2022 from https://techykhushi.medium.com/introduction-what-is-banking-meaning-definition-objectives-features-ebe07a87bcad.

Kwashie, A.A., Samuel, T.B. & Enock, K.A. (2022). Investigating the impact of credit risk on financial performance of commercial banks in Ghana. Cogent Economics & Finance 10: 1–15. https://www.tandfonline.com/doi/pdf/10.1080/23322039.2022.2109281

Majani, S. I. (2022). The relationship between credit risk management and financial performance of commercial banks listed at the Nairobi Securities Exchange, Kenya. International Journal of Managerial Studies and Research 10: 88–126.

Molla, M. T. (2018). Credit Risk Management and Performance Analysis of Janata bank Limited. https://www.semanticscholar.org/paper/Credit-Risk-Management-and-Performance-Analysis-of-Molla/e044a429117095c342a8f58d23fa3e11f997989a

Moti, H. O., Masinde, J. S., Mugenda, N. G., & Sindani, M. N. (2012). Effectiveness of Credit Management Systemon Loan Performance: Empirical Evidence from Micro Finance Sector in Kenya. https://www.ijbhtnet.com/journals/Vol_2_No_6_October_2012/13.pdf

Naceur, S. B., & Omran, M. (2008). The effects of bank regulations, competition and financial reforms on MENA banks’ profitability. In Economic Research Forum Working Papers (No. 449). https://doi.org/10.2139/ssrn.1554537

Nathan. M (2022). Operational Risk and Overview. https://study.com/learn/lesson/operational-risk- overview-examples-what-is-operational-risk.html

Natufe, O. K., & Evbayiro-Osagie, E. I. (2023). Credit Risk Management and the Financial Performance of Deposit Money Banks: Some New Evidence. Journal of Risk and Financial Management, 16(7), 302. https://doi.org/10.3390/jrfm16070302

Noman, A. H. M., Pervin, S., Chowdhury, M. M., & Banna, H. (2015). The effect of credit risk on the banking profitability: A case on Bangladesh. Global Journal of Management & Business Research, 15(3), 40–48. https://globaljournals.org/GJMBR_Volume15/5-The-Effect-of- Credit-Risk.pdf

Nwanna, I. O., & Oguezue, F. C. (2017). Effect of credit management on profitability of deposit money banks in Nigeria. IIARD International Journal of Banking and Finance Research, 3(2), 137-160. https://www.researchgate.net/publication/322331270_Effect_of_Credit_Management_on_Profitability_of_Deposit_Money_Banks_in_Nigeria

Olalere, O. & Wan, A. B. (2016). Risk Management and the Financial Performance of Commercial Banks in Nigeria: A review of the literature revised. IOSR Journal of Economics and Finance (7, (2). Ver. , 14- 19. https://www.iosrjournals.org/iosr-jef/papers/Vol7-Issue2/Version-3/C0702031419.pdf

Olowa, O.W. (2017). Tobit analysis of factors influencing loan repayment performance: A case study of lift above poverty organization (LAPO) micro-credit agency in Nigeria. Applied Science Reports, 18(3). https://doi.org/10.11648/j.ml.20170306.11

Olson, D., & Zoubi, T. (2017). Convergence in bank performance for commercial and Islamic banks during and after the Global Financial Crisis. The Quarterly Review of Economics and Finance, 65, 71-87. https://doi.org/10.1016/j.qref.2016.06.013

Omiagho, A. & Daniel, J. (2021). Effect of risk management on the financial performance of Commercial Banks in Nigeria. World journal of management and Business Studies .1 (1). https://www.academia.edu/49078772/Effect_of_Risk_Management_on_the_Financial_Performance_of_Commercial_Banks_in_Nigeria

Onoh, J. O., & Nwachukwu, T. (2017). Monetary policy and credit delivery in commercial banks–Evidence from Nigeria. International Journal of Social Sciences and Management Research, 3(7), 2545-5303. https://www.scirp.org/reference/referencespapers?referenceid=3476840

Onyeagocha, S. U. O. (2001). Problems and Challenges of Nigerian Financial Institutions in Credit Operations. Nigerian Banker, July to December.

Osuagwu, L. (2020). Research methods: Issues and research direction. Business and Management Research, 9(3), 46-55.

Owojori, A. A., Akintoye, I. R., & Adidu, F. A. (2011). The challenge of risk management in Nigerian banks in the post consolidation era. Journal of Accounting and Taxation, 3(2), 23-31.

Paseda, O. (2017). Credit Risk Models: Lessons for Nigerian Banks. Available at SSRN 2925813.

Pradhan, S., & Shah, A. K. (2019). Credit risk management of commercial banks in Nepal. Journal of business and social sciences research, 4(1), 27-37.

Rakhimzhanova, K., Makysh, S., Saparova, B., & Iskakov, B. (2020). Problem loan management in the countries of the Eurasian Economic Union. Entrepreneurship and Sustainability Issues, 7(4), 3286. 10.9770/jesi.2020.7.4(47)

Sikarmi, J. (2020). Management of Credit Exposure against Loan Loss Provisioning and Profitability of Commercial Banks: A Comparative Study of Nepal Bank Ltd. and Everest Bank Ltd (Doctoral dissertation, Faculty of management).

Smarika, J., & Sangeetha, R. (2021). Impact of credit risk management on financial performance of commercial banks. International Journal of Business and Management Invention, 10(7), 17–22. https://www.ijbmi.org/papers/Vol(10)7/Ser-3/C1007031722.pdf

Singh, A. (2015). Performance of credit risk management in Indian commercial banks. International journal of management and business research, 5(3), 169-188. https://www.academia.edu/102956933/Performance_of_Credit_Risk_Management_in_Indian_Commercial_Banks

Taiwo, J. N., Ucheaga, E. G., Achugamonu, B. U., Adetiloye, K., & Okoye, O. (2017). Credit risk management: Implications on bank performance and lending growth. Saudi Journal of Business and Management Studies, 2, 584-590. https://ssrn.com/abstract=3151233

Tawiah, A. A., & Asante, K. (2019). Credit management in microfinance institutions: A case study of some selected microfinance institutions in the Ashanti region of Ghana. Research Journal of Finance and Accounting, 9(2), 16-24. https://www.semanticscholar.org/paper/Credit-Management-in-Microfinance-Institutions%3A-A-Tawiah-Asante/6c00d07a8ab6990739400ac04f3fe1e72f24b1e0

Tetteh, F. L. (2012). Evaluation of credit risk management practices in Ghana commercial bank limited. Unpublished master’ s thesis). Kwame Nkrumah University of Scienceand Technology, Kumasi. https://silo.tips/download/evaluation-of-credit-risk-management-practices-in-ghana-commercial-bank-limited

Thapa, R. (2014). A case study on credit management of Everest BankLimited (Unpublished Master's Thesis). Tribhuwan University, Kathmandu, Nepal.

Ukpong, E.G. & Essien, I.T. (2022). Credit risk and financial performance of quoted commercial banks in Nigeria. AKSU Journal of Administration and Corporate Governance 2(4). 94-111. https://doi.org/10.61090/aksujacog.2022.041

Uwuigbe , U., Uwuigbe, O. R., & Oyewo, B. (2015). Credit management and bank performance of listed banks in Nigeria.Journal of Economics and Sustainable Development, 6(2), 27-32. https://www.semanticscholar.org/paper/Credit-Management-and-Bank-Performance-of-Listed-in-Uwuigbe-Uwuigbe/0c04fbd01faf90795d18d1f395cd9e56dbab4177

Yeasin, H. (2022). Impact of credit risk management on financial performance: A study of commercial banks in Bangladesh. Interdisciplinary Journal of Applied and Basic Subjects, 2(1), 14–22. https://visnav.in/ijabs/wp-content/uploads/sites/11/2022/01/Impact-of-credit-risk-management-on-financial-perfor mance-A-study-of-commercial-banks-in-Bangladesh.pdf.

Zhu, N., Wang, B. Yu, Z.Q., & Wu, Y.R. (2017). The effects of non-performing loans on dynamic network bank performance. Journal of Banking and Finance, 52(3), 61-68. https://doi.org/10.1002/anie.201703864

Downloads

Published

2025-02-03

How to Cite

Oyasor, E. I. (2025). An Empirical Analysis of the Impact of Credit Risk Management on the Financial Performance of Commercial Banks in Nigeria. Ilomata International Journal of Tax and Accounting, 5(3), 830–843. https://doi.org/10.61194/ijtc.v5i3.1664

Issue

Section

Articles