Credit Risk Management and the Financial Performance of Domiciled Banks in Sierra Leone: An Empirical Analysis

Year 2022, Volume: 9 Issue: 1, 139 - 164, 27.01.2022

Emerson Abraham Jackson , Edmund Tamuke

https://doi.org/10.26650/JEPR1012975

Abstract

This study assesses the nexus between credit risks and performance of commercial banks in Sierra Leone using data collected from the Bank of Sierra Leone (BSL) on relevant Financial Soundness Indicators like ROA, Bank Liquidity, NPL, and Credit over the 2008Q1-2018Q4 period. Evidence from (unbalanced) panel data estimation within the fixed effects model shows that the fragility of the banking system stems from high NPLs. We further provide evidence that a low productive base in the domestic economy influences the state of high NPLs in the banking system. The study revealed the need for collaboration between the research arm of monetary policy and financial stability departments in a bid to monitor risk in the financial system, which the entire banking system experienced around 2015-2017 that resulted in stringent measures adopted by the BSL to rescue the two state–own commercial banks. Equally, vigilant approaches should be explored by the BSL authority that leads to (positive) structural changes in banks’ approach to improving efficiency while at the same time minimizing continued risks to high NPLs and many more. The study finally recommends that ROA and ROE be adopted as independent indicators by the regulatory authorities to effectively monitor performances across the banking industry, as this would help monitor unexpected shocks in the banking system.

Keywords

Credit Risk, Profitability, Non-Performing Loan, Panel Data, Sierra Leone

Supporting Institution

N/A

Project Number

N/A

Thanks

At this juncture, we wish to express our sincere thanks and appreciation to the following people: Mr. Morlai Bangura [Director, Research Department, Bank of Sierra Leone] and Mr. Gani Gerguri [Technical Consultant, AFRITAC West2] for their critical comments on technical contents of the paper. We are also appreciative of the anonymous reviewers' effort towards the work.

References

• Barclays. (n/d). Barclays Bank in Sierra Leone. Retrieved September 10, 2021, from https://www.archive.barclays. com/items/show/5349. google scholar
• Barone, A. (2019). Factor. Retrieved July 28, 2021, from https://www.investopedia.com/terms/f/factor.asp. google scholar
• Basel Committee on Banking Supervision. (2006). Basel II: International convergence of capital measurement and capital standards: A revised framework - comprehensive version. Bank of International Settlements. Retrieved June 20, 2021, from http://www.bis.org/publ/bcbs128.htm. google scholar
• Bekaert, G., Hoerova, M., & Lo Duca, M. (2013). Risk, uncertainty and monetary policy. Journal of Monetary Economics, 60(7), 771-788. google scholar
• Ben-Naceur, S., & M. Omran. (2008). The effects of bank regulations, competition, and financial reforms on MENA banks profitability. Economic Research Forum, Working Paper No. 44. google scholar
• Bhattaria, Y.R. (n/d). Effect of credit risk on the performance ofNepalese Commercial Banks. Retrieved August 15, 2021, from https://pdfs.semanticscholar.org/2e79/19dea4a0534bc6a6b634d4ab8e2b4fcc8f1e.pdf. google scholar
• Brownbridge, M. (1998). The causes of financial distress in local banks in Africa and implications for prudential policy. UNCTAD/OSG/ Discussion Paper, No 132. Retrieved September 10, 2921, from http://www.unicc.org/ unctad/en/pressref/prdis.htm. google scholar
• Boateng, K. (2019). Credit risk management and performance of banks in Ghana: the “Camels” rating model approach. International Journal ofBusiness and Management Invention, 8(2), 41-48. google scholar
• BSL. (2020). Financial stability report 2018. Retrieved July 10, 2021, from http://www.bsl.gov.sl/FSR_2018.pdf. google scholar
• BSL. (2019). The bank of Sierra Leone act 2019. Retrieved December 19, 2021, from http://www.bsl.gov.sl/ Bank%20of%20Sierra%20Leone%20Ascent%202019.pdf. google scholar
• BSL. (2011). The bank of Sierra Leone act 2011. Retrieved June 26, 2021, from http://www.bsl.gov.sl/BSL_ Act_2011.pdf. google scholar
• Caggiano, G., Calice, P., & Leonida, L. (2014). Early warning systems and systemic banking crises in low income countries: A multinomial logit approach. Journal of Banking and Finance, 47, 258-269. https://doi. org/10.1016/j.jbankfin.2014.07.002. google scholar
• Calomiris, C. W., & Haber, S. H. (2014). Fragile by design: The political origins of banking crises and scarce credit. New Jersey, USA: Princeton University Press. google scholar
• Crouhy, M., Galai, D., & Mark, R. (2000). A comparative analysis of current credit risk models. Journal ofBanking and Finance, 24(1-2), 59-117. google scholar
• Decker, O.S. (2012) Structural change and competition in the Sierra Leone banking sector: An empirical investigation. In O. E. G. Johnson (Ed.), Economic Challenges and Policy Issues in Early 21st century Sierra Leone (pp. 121-162). International Growth Centre, London, UK. Retrieved August 8, 2021, from http://www. theigc.org/wp- content/uploads/2012/03/Johnson-Ed.-2012-.pdf. google scholar
• Demirgüç-Kunt, A., & Detragiache, E. (2005). Cross-country empirical studies of systemic bank distress: A survey. IMF Working Paper WP/05/96. Retrieved January, 10, 2022, from www.citeseerx.ist.psu.edu/viewdoc/ download?doi=10.1.1.599.1909&rep=rep1&type=pdf. google scholar
• Djalilov, K., & Piesse, J. (2016). Determinant of bank profitability in transition countries: What matters most? Research in International Business and Finance, 38, 69-82. https://doi.org/10.1016/j.ribaf.2016.03.015. google scholar
• Ekinci, R., & Poyraz, G. (2019). The effect of credit risk on financial performance of deposit banks in Turkey. Procedia Computer Science, 158, 979-987. https://doi.org/10.1016/j.procs.2019.09.139. google scholar
• Faia, E. (2010). Credit risk transfers and the macroeconomy. European Central Bank Lamfalussy Fellowship Programme, Working Paper Series No. 1256. Retrieved June 11, 2021, from https://www.ecb.europa.eu/pub/ pdf/scpwps/ecbwp1256.pdf?0a787f2607066b48feb0344fd8374559. google scholar
• Fredrick, O. (2012). The impact of credit risk management on financial performance of commercial banks in Kenya. DBA Africa Management Review, 3(1), 22-37. google scholar
• Funso, K. T., Kolade., A. R., & Ojo, O. M. (2012). Credit risk and commercial banks’ performance in Nigeria: A panel model approach. Australian Journal of Business and Management Research, 2(2), 31-38. google scholar
• GIABA. (2010). Anti-money laundering and combatting the financing of terrorism. Retrieved August 5, 2021, from https://fiu.gov.sl/downloads/2017-08/sierra-leone-third-mer- 2010.pdf. google scholar
• Hao, C., Moudud, A., & Carling, K. (2010). Review of the literature on credit risk modelling: Development of the past 10 years. Banks and Bank Systems, 5(3), 43-60. google scholar
• Hidayat, T., Masyita, D., Nidar, S. R., Ahmad, F., & Syarif, M. A. N. (2022). Early warning early action for the banking solvency risk in the COVID-19 pandemic era: A case study of Indonesia. Economies, 10(6): 1-21. https://doi.org/10.3390/economies10010006. google scholar
• Holmstrom, B., & Tirole, J. (1997). Financial intermediation, loanable funds and the real sector. Quarterly Journal of Economics, 112(1997), 663 - 691. google scholar
• Jackson, E. A., Barrie, M. S., & Johnson, L. (2021). Impact of exchange rate and inflation on commercial banks’ performance in Sierra Leone. Journal of Smart Economic Growth, 6(3), 67-95. google scholar
• Jackson, E. A. (2020). Emerging innovative thoughts on globalization amidst the contagion of COVID-19 (pp. 1-19). In W. L. Filho., A. Azul., L. Brandli., & P. G. Özuyar. (Eds.), Industry, Innovation and Infrastructure (pp. 1-18), Encyclopedia of Sustainable Development Goal, Springer Nature Publisher. https://doi.org/10.1007/978-3-319-71059-4_131-1. google scholar
• Jackson, E.A. (2020a). Importance of the public service in achieving the UN SDGs (pp. 1-19). In W. L. Filho, et al. (Eds.). Decent Work and Economic Growth, Encyclopedia of Sustainable Development Goal: Springer Nature Publisher. https://doi.org/10.1007/978-3-319-71058-7_20-2. google scholar
• Jackson, E. A., & Jabbie, M. (2019). Understanding market failure in the developing country context (pp. 1-14). In, W. L. Filho (Eds.), Decent Work and Economic Growth, Encyclopedia of Sustainable Development Goals: Springer Nature Publisher. https://doi.org/10.1007/978-3-319-71058-7_44-1. google scholar
• Joyce, M. A. S., Lasaosa, A., Stevens, I., & Tong, M. (2011). The financial market impact of quantitative easing in the United Kingdom. International Journal of Central Bank, 7(3), 113- 161. google scholar
• Kargbo, S. M., & Adamu, P. A. (2009). Financial development and economic growth in Sierra Leone. Journal of Monetary and Economic Integration, 9(2), 30-61. google scholar
• Kargi, H. S. (2011). Credit risk and the performance ofNigerian banks. Retrieved June 20, 2021, from https://www. academia.edu/8637351/CREDIT_RISK_AND_THE_PERFORMANCE_OF_NIGERIAN_BANKS_BY. google scholar
• Kapetanios, G., Mumtaz, H., Stevens, I., & Theodoridis, K. (2012). Assessing the economy-wide effects of quantitative easing, The Economic Journal, 122(564), F316-F347. https://doi.org/10.1111/j.1468-0297.2012.02555.x. google scholar
• Kara, A., Marques-Ibanez, D., & Ongena, S. (2019). Securitization and credit quality in the European market. European Financial Management, 25(2), 407-434. https://doi.org/10.1111/eufm.12168. google scholar
• Kani, S. (2017). Credit risk and bank performance: Evidence from WAEMU Countries. IOSR Journal ofEconomics and Finance, 8(1), 5-11. google scholar
• Kaseem, N. M., & Sakr, A. (2018). The impact of bank-specific characteristics on the profitability of commercial banks in Egypt. Journal of Finance and Bank Management, 6(2), 76 - 90. https://doi.org/10.15640/jfbm. v6n2a8. google scholar
• Kithinji, A.M. (2010). Credit risk management and profitability of commercial banks in Kenya. Retrieved January 16, 2022, from http://hdl.handle.net/11295/40437. google scholar
• Kodithuwakku, S. (2015). Impact of credit risk management on the performance of commercial banks in Sri Lanka. International Journal of Scientific Research and Innovative Technology, 2(7), 1-6. google scholar
• 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), 31-38. google scholar
• Krainer, John. (2004). What determines the credit spread? FRBSF Econ. Lett, No. 2004-36 Retrieved July 18, 2021 from https://www.frbsf.org/economic-research/files/e12004- 36.pdf. google scholar
• Kurawa, J.M. & Garba. S. (2014). An evaluation of the effect of credit risk management (CRM) on the profitability of Nigerian Banks. Journal of Modern Accounting and Auditing, 10(1), 104-115. google scholar
• Lindgren, H. (1987). Banks, investment company, banking firms, Stockholm Enskilda Bank (1924-1945). Institute for Research in Economic History, Stockholm School of Economics, Stockholm. google scholar
• Madhi, I. (2018). Informal finance in Sierra Leone: Why and how it fits into the financial system. Retrieved July 19, 2021, from https://www.findevgateway.org/sites/default/files/publication_files/informal_finance_in_sierra_ leone-working_paper_i.m_final_160718_1.pdf. google scholar
• Margrabe, K. (2007). The incidence of secured debt: Evidence from the small business community. Journal of Financial and Quantitative Analysis, 24, 379-394. google scholar
• Mekasha, G. 2001. Credit risk management and its impact on performance on Ethiopian commercial banks. Addis Ababa University. google scholar
• Osei-Assibey, E., & Bockarie, B. A. (2013). Bank risks, capital and loan supply: Evidence from Sierra Leone. Journal of Financial Economic Policy, 5(3), 256-271. https://doi.org/10.1108/JFEP-09-2012-0041. google scholar
• Parlour, C., & Plantin, G. (2008). Loan sales and relationship banking. Journal of Finance, 63, 1291-1314. google scholar
• Reinhart, C. M., & Rogoff, K. S. (2009). The aftermath of financial crises. American Economic Review, 99(2), 466-72. https://doi.org/10.1257/aer.99.2.466. google scholar
• Reinhart, C.M., & Rogoff, K.S. (2008). Banking crises: An equal opportunity menace. National Bureau of Economic Research, Working Paper 14587. google scholar
• Schneider, S., Schröck, G., Koch, S., & Schneider, R. (2017). Basel “IV”: What’s next for banks? Implications of intermediate results of new regulatory rules for European banks. Retrieved September 10, 2021, from https:// www.mckinsey.com.br/~/media/mckinsey/business%20functions/risk/our%20insights/basel%20iv%20 whats%20next%20for%20european%20banks/basel-iv-whats-next-for-banks.pdf. google scholar
• Sriyono, S., & Nabellah, A. (2020). Can credit quality as a moderating variable in increasing profitability: Study on conventional commercial banks listed on the Indonesia stock exchange. Jurnal Siasat Bisnis, 26(1), 23-35. https://doi.org/10.20885/jsb.vol26.iss1.art2. google scholar
• Standard Chartered Bank. (n/d). Overview. Retrieved June 13, 2021, from https://www.sc.com/sl/about-us/. google scholar
• Tan, Y., Floros, C., & Anchor, J. (2017). The profitability of Chinese banks: impacts of risk, competition and efficiency, Review of Accounting and Finance, 16(10), 86-105. https://doi.org/10.1108/RAF-05-2015-0072. google scholar
• Thakor, A.V. (2014). Bank capital and financial stability: An economic trade-off or a faustian bargain? Annual Review of Financial Economics, 6, 185-223. https://doi.org/10.1146/annurev-financial-110613-034531. google scholar
• Thakor, A. V. (2016). The highs and the lows: A theory of credit risk assessment and pricing through the business cycle. Journal of Financial Intermediation, 25(2016), 1-29. https://doi.org/10.1016/j.jfi.2015.06.003. google scholar
• Warburton, C. E. S., & Jackson, E. A. (2020). Monetary responses to exogenous perturbations: The case of a small open economy (2007 - 2018). PSL Quarterly Review, 73(293), 181- 201. https://doi.org/10.13133/20373643_7 3.293_5. google scholar
• WTO. (1999). Bank and financial institutions act (1999). Retrieved January 15, 2022, from https://www.wto.org/ english/thewto_e/acc_e/lbr_e/wtacclbr5_leg_1.pdf. google scholar