RISK-BASED CAPITAL AND FINANCIAL STABILITY: EMPIRICAL EVIDENCE FROM KENYAN LISTED BANKS

Авторы

  • Omondi Godfrey Odundo Department of Accounting and Finance, School of Business and Economics, Maseno University, Kenya
  • Peter Kamau Ndichu Department of Accounting and Finance, School of Business and Economics, Maseno University, Kenya
  • Simon Oluoch Ondiwa Department of Accounting and Finance, School of Business and Economics, Maseno University, Kenya

DOI:

https://doi.org/10.46827/ejefr.v10i5.2282

Ключевые слова:

risk-based capital, risk-weighted assets, bank capital, financial stability, lag structure, panel EGLS, Kenyan listed banks

Аннотация

Since the Global Financial Crisis, the stability of commercial banks has remained a central policy concern, intensifying in Kenya where mergers, acquisitions and restructuring have concentrated more than 75% of banking-sector market share among nine listed banks. The Central Bank of Kenya has simultaneously tightened Basel III-aligned risk-based capital requirements, yet whether such capital regulation, alongside the underlying risk composition of banks' balance sheets, translates into greater financial stability remains empirically unresolved for Kenya's listed banking segment. This study examines the effects of risk-based capital (RBC) on financial stability among Kenyan listed banks, controlling for the risk-weighted assets-to-total assets ratio, operational cost efficiency, and macroeconomic growth and anchored in the Buffer Theory of Capital. The study uses a balanced quarterly panel of eight Nairobi Securities Exchange-listed banks over 2013Q1–2025Q2. After introducing one-quarter lags, the estimation sample comprises 392 bank-quarter observations.  A Hausman test supports bank fixed effects, and cross-sectional and period heteroskedasticity are addressed through Panel EGLS with cross-section weights and panel-corrected standard errors (PCSE). The lagged dependent variable, financial stability, is positive and highly significant (ρ = 0.5248, p < 0.001), confirming strong persistence and path dependence in bank stability over time. Risk-based capital exerts a positive and significant effect on financial stability (β = 1.2912, p = 0.0004), and the risk-weighted-assets-to-total-assets ratio is also positively and significantly associated with stability (β = 0.2656, p = 0.0045). The cost-to-income ratio is negatively and significantly associated with stability (β = −0.2210, p = 0.0002), while GDP growth is negatively signed but statistically insignificant (β = −0.0172, p = 0.1344). The model explains 86.6% of the variation in financial stability (F = 204.37, p < 0.001), and the results are broadly robust to an alternative two-quarter lag structure. The findings confirm that adequate risk-based capitalisation is central to bank resilience in Kenya and that the composition of risk-weighted assets carries independent information for financial stability beyond capital adequacy alone. The study recommends that capital regulation remain the cornerstone of prudential policy in Kenya, that supervisors monitor the evolving risk-weighted composition of bank balance sheets, and that operational efficiency be strengthened alongside capital adequacy requirements.

 

JEL: G21; G28; G32; G34; L11

Биографии авторов

  • Omondi Godfrey Odundo, Department of Accounting and Finance, School of Business and Economics, Maseno University, Kenya

    Godfrey Omondi Odundo is a PhD candidate in Finance at Maseno University and a Part-Time Lecturer in the Department of Accounting and Finance, School of Business and Economics, at the same institution. He holds an MSc in Finance and a BCom (Accounting) degree, and is a Certified Public Accountant of Kenya (CPA-K). He has over 12 years of experience in University and Professional Education, accounting practice, research, and corporate training. Since 2022, he has served as an examiner and assessment tool developer for TVET CDACC, and works as a Training Consultant with Trainingcred Institute delivering programmes in finance, investment analysis, and governance, risk, audit and compliance. His research interests include banking and financial stability, corporate governance and board diversity, and SME sustainable financing.

    Email: omondi.odundo@yahoo.com

    ORCID: https://orcid.org/0000-0003-4512-7200

  • Peter Kamau Ndichu, Department of Accounting and Finance, School of Business and Economics, Maseno University, Kenya

    Dr. Peter Kamau Ndichu is a Lecturer in Finance in the Department of Accounting and Finance, School of Business and Economics, at Maseno University, Kenya. His research interests include behavioural finance, wealth management, capital markets and investments, financial modeling, financial economics, behavioural economics, and econometrics.

    Email: pcamau@gmail.com

    ORCID: https://orcid.org/0009-0001-3527-6352

  • Simon Oluoch Ondiwa, Department of Accounting and Finance, School of Business and Economics, Maseno University, Kenya

    Dr. Simon Oluoch Ondiwa is an MSME consultant currently working with DT Global International Development EA Limited. He previously served as an Adjunct Lecturer in the School of Business and Economics at Maseno University, Kenya. He has also collaborated on research with the University of Maryland, USA, and Maseno University, assessing the cassava value chain and food security in Kenya and the Democratic Republic of Congo. He holds a PhD in Business Administration (Finance), an MBA (Finance), and a Bachelor of Business Administration (Finance). His research interests focus on the operations of financial institutions and markets.

    Email: sondiwa81@gmail.com

    ORCID: https://orcid.org/0000-0002-0521-5321

Библиографические ссылки

Abbas, F., Ali, S., Moudud-Ul-Huq, S., & Naveed, M. (2021). Nexus between bank capital and risk-taking behaviour: Empirical evidence from US commercial banks. Cogent Business & Management, 8(1). https://doi.org/10.1080/23311975.2021.1947557

Anginer, D., Demirgüç-Kunt, A., & Mare, D. S. (2018). Bank capital, institutional environment and systemic stability. Journal of Financial Stability, 37, 97–106. https://doi.org/10.1016/j.jfs.2018.06.001

Anguren, R., Jiménez, G., & Peydró, J.-L. (2024). Bank capital requirements and risk-taking: Evidence from Basel III. Journal of Financial Stability, 74. https://doi.org/10.1016/j.jfs.2024.101292

Arun, T., & Turner, J. (2004). Corporate governance of banks in transition countries: Concepts and issues. Institute for Development Policy and Management, University of Manchester. Retrieved from https://ideas.repec.org/h/elg/eechap/13485_7.html

Ashraf, B. N., Arshad, S., & Hu, Y. (2016). Capital regulation and bank risk-taking behavior: Evidence from Pakistan. International Journal of Financial Studies, 4(3), 16. Retrieved from https://doi.org/10.3390/ijfs4030016

Ashraf, B. N., Zheng, C., Jiang, C., & Qian, N. (2020). Capital regulation, deposit insurance and bank risk: International evidence from normal and crisis periods. Research in International Business and Finance, 52. https://doi.org/10.1016/j.ribaf.2020.101188

Athanasoglou, P. P., Brissimis, S. N., & Delis, M. D. (2008). Bank-specific, industry-specific and macroeconomic determinants of bank profitability. Journal of International Financial Markets, Institutions and Money, 18(2), 121–136. https://doi.org/10.1016/j.intfin.2006.07.001

Ayagre, P., Sarpong-Kumankoma, E., Aboagye, A. Q. Q., & Asuming, P. O. (2024). Does banking consolidation improve bank stability? Evidence from Sub-Saharan Africa. Journal of Financial Regulation and Compliance, 32(5), 572–589. Retrieved from https://ideas.repec.org/a/eme/jfrcpp/jfrc-03-2024-0039.html

Baltagi, B. H. (2008). Econometric analysis of panel data (Vol. 4). Springer. Retrieved from https://link.springer.com/book/10.1007/978-3-030-53953-5

Bawuah, I. (2024). Bank stability and economic growth in Sub-Saharan Africa: Trade-offs or opportunities? And how do institutions and bank capital affect this trade-off? Cogent Economics & Finance, 12(1). https://doi.org/10.1080/23322039.2024.2381695

BCBS. (2011). Basel III: A global regulatory framework for more resilient banks and banking systems. Bank for International Settlements. Retrieved from https://www.bis.org/publ/bcbs189.htm

BCBS. (2017). Basel III: Finalising post-crisis reforms. Bank for International Settlements. Retrieved from https://www.bis.org/bcbs/publ/d424.htm

Berger, A. N., & Bouwman, C. H. (2013). How does capital affect bank performance during financial crises? Journal of Financial Economics, 109(1), 146–176. https://doi.org/10.1016/j.jfineco.2013.02.008

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/10.1016/S0378-4266(97)00003-4

Blum, J. (1999). Do capital adequacy requirements reduce risks in banking? Journal of Banking & Finance, 23(5), 755–771. https://doi.org/10.1016/S0378-4266(98)00113-7

Brei, M., Jacolin, L., & Noah, A. (2020). Credit risk and bank competition in Sub-Saharan Africa. Emerging Markets Review, 44. https://doi.org/10.1016/j.ememar.2020.100716

Calem, P., & Rob, R. (1999). The impact of capital-based regulation on bank risk-taking. Journal of Financial Intermediation, 8(4), 317–352. https://doi.org/10.1006/jfin.1999.0276

Central Bank of Kenya (CBK). (2013). Bank supervision annual report 2013. Retrieved from https://www.centralbank.go.ke/images/docs/Bank%20Supervision%20Reports/Annual%20Reports/BSD2013AnnualReport.pdf

Central Bank of Kenya (CBK). (2025a). Bank supervision annual report 2024.

Central Bank of Kenya (CBK). (2025b). Kenya financial sector stability report 2024.

Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage Publications. Retrieved from https://books.google.ro/books?id=PViMtOnJ1LcC&printsec=frontcover&redir_esc=y#v=onepage&q&f=false

Demirgüç-Kunt, A., Peria, M. S. M., & Tressel, T. (2020). The global financial crisis and the capital structure of firms: Was the impact more severe among SMEs and non-listed firms? Journal of Corporate Finance, 60. https://doi.org/10.1016/j.jcorpfin.2019.101514

Durbin, J., & Watson, G. S. (1950). Testing for serial correlation in least squares regression: I. Biometrika, 37(3/4), 409–428. https://doi.org/10.2307/2332391

Emre Ergungor, O., & Thomson, J. B. (2006). Systemic banking crises. Research in Finance, 279–310. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=675121

Gudmundsson, R., Ngoka-Kisinguh, K., & Odongo, M. (2013). The role of capital requirements on bank competition and stability: The case of the Kenyan banking industry. KBA Centre for Research on Financial Markets and Policy Working Paper Series. Retrieved from https://ideas.repec.org/p/zbw/kbawps/5.html

Gujarati, D. N., & Porter, D. C. (2003). Basic econometrics (4th ed.). McGraw-Hill. Retrieved from https://zalamsyah.staff.unja.ac.id/wp-content/uploads/sites/286/2019/11/7-Basic-Econometrics-4th-Ed.-Gujarati.pdf

Haile, M. A., Jayamohan, M. K., & Mulugeta, W. (2025). Does regulatory convergence shape banking resilience in Africa? Heliyon, 11. https://doi.org/10.1016/j.heliyon.2024.e41347

Hassmén, P., Keegan, R., & Piggott, D. (2016). Measuring constructs. In Rethinking sport and exercise psychology research: Past, present and future (pp. 165–194). Springer. https://doi.org/10.1057/978-1-137-48338-6_7

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. https://doi.org/10.2307/1913827

Hoang, K., Tran, S., Nguyen, D., & Nguyen, L. (2024). Bank capital, institutional quality and bank stability: International evidence. International Journal of Revenue Management, 14(1), 33–53. https://doi.org/10.1504/IJRM.2024.10060251

Houben, A. C., Kakes, J., & Schinasi, G. J. (2004). Toward a framework for safeguarding financial stability (Vol. 4). International Monetary Fund. https://doi.org/10.2139/ssrn.878925

Hsiao, C. (2022). Analysis of panel data (4th ed.). Cambridge University Press. Retrieved from https://assets.cambridge.org/97813165/12104/frontmatter/9781316512104_frontmatter.pdf

Huu Vu, T., & Thanh Ngo, T. (2023). Bank capital and bank stability: The mediating role of liquidity creation and moderating role of asset diversification. Cogent Business & Management, 10(2). https://doi.org/10.1080/23311975.2023.2208425

International Monetary Fund (IMF). (2006). Financial soundness indicators: Compilation guide. International Monetary Fund. Retrieved from https://www.imf.org/external/pubs/ft/fsi/guide/2006/index.htm

Jarque, C. M., & Bera, A. K. (1980). Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Economics Letters, 6(3), 255–259. https://doi.org/10.1016/0165-1765(80)90024-5

Judson, R. A., & Owen, A. L. (1999). Estimating dynamic panel data models: A guide for macroeconomists. Economics Letters, 65(1), 9–15. Retrieved from https://www.federalreserve.gov/pubs/feds/1997/199703/199703pap.pdf

Kamal, S. (2019). Research paradigm and the philosophical foundations of a qualitative study. PEOPLE: International Journal of Social Sciences, 4(3), 1386–1394. https://doi.org/10.20319/pijss.2019.43.13861394

Kiemo, S. (2025). Capital, competition and stability nexus in the Kenya banking sector. Central Bank of Kenya Working Paper Series. Retrieved from https://www.kba.co.ke/wp-content/uploads/2025/04/WPS-94-kiemo.pdf

Kiemo, S., Talam, C., & Rugiri, I. W. (2022). Bank capital, credit risk and financial stability in Kenya. Central Bank of Kenya Working Paper Series. Retrieved from https://kba.co.ke/wp-content/uploads/2025/05/Bank-Capital-Credit-Risk-and-Financial-Stability-in-Kenya-%E2%80%93-Samuel-Kiemo-Camilla-Talam-Irene-W.-Rugiri.pdf

Kiemo, S. M., Olweny, T. O., Muturi, W. M., & Mwangi, L. W. (2019). Bank-specific determinants of commercial banks financial stability in Kenya. Journal of Applied Finance and Banking, 9(1), 119–145. Retrieved from https://ideas.repec.org/a/spt/apfiba/v9y2019i1f9_1_5.html

Koehn, M., & Santomero, A. M. (1980). Regulation of bank capital and portfolio risk. The Journal of Finance, 35(5), 1235–1244. https://doi.org/10.1111/j.1540-6261.1980.tb02206.x

Kothari, C. R. (2004). Research methodology: Methods and techniques (2nd ed.). New Age International. Retrieved from https://books.google.ro/books/about/Research_Methodology.html?id=8c6gkbKi-F4C&redir_esc=y

Kutner, M. H., Nachtsheim, C. J., Neter, J., & Li, W. (2005). Applied linear statistical models (5th ed.). McGraw-Hill/Irwin. Retrieved from https://books.google.ro/books/about/Applied_Linear_Statistical_Models.html?id=0xqCAAAACAAJ&redir_esc=y

Lepetit, L., & Strobel, F. (2015). Bank insolvency risk and Z-score measures: A refinement. Finance Research Letters, 13, 214–224. https://doi.org/10.1016/j.frl.2015.01.001

Manolescu, C. M., & Manolescu, E. (2017). The financial stability index—An insight into the financial and economic conditions of Romania. Theoretical and Applied Economics, 24(4), 5–24. Retrieved from https://ideas.repec.org/a/agr/journl/v4(613)y2017i4(613)p5-24.html

Mateev, M., Moudud-Ul-Huq, S., & Nasr, T. (2021). Capital regulation and market competition in the MENA region: Policy implications for banking sector stability during the COVID-19 pandemic. Global Business Review. https://doi.org/10.1177/09721509211064442

McGrath, J. E., & Johnson, B. A. (2003). Methodology makes meaning: How both qualitative and quantitative paradigms shape evidence and its interpretation. In P. M. Camic, J. E. Rhodes, & L. Yardley (Eds.), Qualitative research in psychology: Expanding perspectives in methodology and design (pp. 31–48). American Psychological Association. https://doi.org/10.1037/10595-003

Mishkin, F. S. (1997). The causes and propagation of financial instability: Lessons for policymakers. Federal Reserve Bank of Kansas City. Retrieved from https://www.kansascityfed.org/documents/3591/pdf-s97Mishk.pdf

Mutarindwa, S., Schäfer, D., & Stephan, A. (2020). The impact of liquidity and capital requirements on lending and stability of African banks. Journal of International Financial Markets, Institutions and Money, 67. https://doi.org/10.1016/j.intfin.2020.101201

Nsanyan Sandow, J., Duodu, E., & Oteng-Abayie, E. F. (2021). Regulatory capital requirements and bank performance in Ghana: Evidence from panel corrected standard error. Cogent Economics & Finance, 9(1). https://doi.org/10.1080/23322039.2021.2003503

Oduor, J., Ngoka, K., & Odongo, M. (2017). Capital requirement, bank competition and stability in Africa. Review of Development Finance, 7(1), 45–51. https://doi.org/10.1016/j.rdf.2017.01.002

Ongore, V. O., & Kusa, G. B. (2013). Determinants of financial performance of commercial banks in Kenya. International Journal of Economics and Financial Issues, 3(1), 237–252. Retrieved from https://www.researchgate.net/publication/306122535_Determinants_of_Financial_Performance_of_Commercial_Banks_in_Kenya

Oyetade, D., Obalade, A. A., & Muzindutsi, P.-F. (2022). The impact of changes in Basel capital requirements on the resilience of African commercial banks. Scientific Annals of Economics and Business, 69(1), 111–132. https://doi.org/10.47743/saeb-2022-0001

Ozili, P. K. (2018). Banking stability determinants in Africa. International Journal of Managerial Finance, 14(4), 462–483. https://doi.org/10.1108/IJMF-01-2018-0007

Repullo, R., & Suarez, J. (2013). The procyclical effects of bank capital regulation. The Review of Financial Studies, 26(2), 452–490. https://doi.org/10.2139/ssrn.1573672

Saunders, M. (2009). Research methods for business students. Pearson Education Limited. Retrieved from https://www.researchgate.net/publication/240218229_Research_Methods_for_Business_Students

Siddika, A., & Haron, R. (2020). Capital regulation and ownership structure on bank risk. Journal of Financial Regulation and Compliance, 28(1), 39–56. https://doi.org/10.1108/JFRC-02-2019-0015

Velliscig, G., Floreani, J., & Polato, M. (2022). Capital and asset quality implications for bank resilience and performance in the light of NPLs' regulation: A focus on the Texas ratio. Journal of Banking Regulation, 24(1), 66–82. https://doi.org/10.1057/s41261-021-00184-y

Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). MIT Press. https://www.jstor.org/stable/j.ctt5hhcfr

Yakubu, I. N., & Bunyaminu, A. (2023). Regulatory capital requirement and bank stability in Sub-Saharan Africa. Journal of Sustainable Finance & Investment, 13(1), 450–462. https://doi.org/10.1080/20430795.2021.1961558

Опубликован

2026-08-03

Выпуск

Раздел

Articles