Using the Panel Data Analysis to Test the Nexus of Board Size and Firm Performance for JSE-Listed Financial Companies
DOI:
https://doi.org/10.51137/wrp.ijarbm.390Keywords:
Board Size, JSE, Listed Financial Companies, Panel Data Approach, Company PerformanceAbstract
Effective corporate governance is vital to financial stability in South Africa, yet the optimal board structure remains contested. The objective of this study is to investigate the relationship between board size and firm performance, using panel data from 25 Johannesburg Stock Exchange (JSE) listed financial firms over the 2015 to 2021 period. Using the Feasible Generalized Least Squares (FGLS) model, the study finds nuanced effects of board size on firm performance. Larger boards are positively associated with EPS, Tobin’s Q, and MVA, suggesting enhanced oversight and investor confidence. However, board expansion negatively affects ROA, and has no significant impact on shareholder return efficiency. These findings stress a central paradox: board enlargement contributes positively to capital market valuation but may simultaneously undermine asset utilisation and managerial responsiveness. The study advances the governance discourse by arguing for size agility in regulatory prescriptions and urging investors to critically evaluate board expansion beyond efficiency thresholds. In doing so, it provides empirical clarity on a longstanding governance dilemma and contributes to the broader understanding of how board structures shape financial performance in emerging markets.
References
Adams, R. B., & Mehran, H. (2003). Is corporate governance different for bank holding companies? Available at SSRN 387561. DOI: https://doi.org/10.2139/ssrn.387561
Aftab, J., Sarwar, H., Kiran, A., Qureshi, M. I., Ishaq, M. I., Ambreen, S., & Kayani, A. J. (2023). Ethical leadership, workplace spirituality, and job satisfaction: moderating role of self-efficacy. International Journal of Emerging Markets, 18(12), 5880-5899. DOI: https://doi.org/10.1108/IJOEM-07-2021-1121
Akinsola, K. (2025). The Evolving Role of Corporate Governance in Shaping Business Practices and Legal Accountability in the 21st Century. Available at SSRN 5115523. DOI: https://doi.org/10.2139/ssrn.5115523
Alabdullah, T. T. Y., Ahmed, E. R., & Kanaan-Jebna, A. (2022). Corporate governance system and firm financial performance. Acta Scientific COMPUTER SCIENCES Volume, 4(6).
Alam, S., Das, S. K., Dey, P. K., Jabed, A. S., & Hossain, S. Z. (2025). Does board expertise impact firm performance? Evidence from an emerging economy. International Journal of Disclosure and Governance, 1-18. DOI: https://doi.org/10.2139/ssrn.5283419
Andoh, C., & Yamoah, S. A. (2021). Reinsurance and financial performance of non-life insurance companies in Ghana. Management and Labour Studies, 46(2), 161-174. DOI: https://doi.org/10.1177/0258042X21989942
Apanishile, B. (2025). The Impact of Executive Stock Options on Performance An Empirical Analysis of US Listed Technology Companies between 2010 and 2024.
Baltagi, B. H., & Baltagi, B. H. (2008). Econometric analysis of panel data (Vol. 4). Springer.
Bhutto, N. A., Shaique, M., Kanwal, S., & Matlani, A. (2021). Impact of earnings management practices on stock return. Indonesian Capital Market Review, 13(1), 2. DOI: https://doi.org/10.21002/icmr.v13i1.12839
Boussenna, H. (2020). Board of directors’ size and firm performance: Evidence from non-financial French firms listed on CAC 40. Studies in Business and Economics, 15(2), 46-61. DOI: https://doi.org/10.2478/sbe-2020-0024
Cao, X., Wang, Z., Li, G., & Zheng, Y. (2022). The impact of chief executive officers’(CEOs’) overseas experience on the corporate innovation performance of enterprises in China. Journal of Innovation & Knowledge, 7(4), 100268. DOI: https://doi.org/10.1016/j.jik.2022.100268
Chatterjee, S., Rana, N. P., Tamilmani, K., & Sharma, A. (2021). The effect of AI-based CRM on organization performance and competitive advantage: An empirical analysis in the B2B context. Industrial Marketing Management, 97, 205-219. DOI: https://doi.org/10.1016/j.indmarman.2021.07.013
Coles, J. L., Daniel, N. D., & Naveen, L. (2008). Boards: Does one size fit all? Journal of financial economics, 87(2), 329-356. DOI: https://doi.org/10.1016/j.jfineco.2006.08.008
Core, F., D'Andrea, A., Eisert, T., & Urban, D. (2025). Board Gender Quotas and Female Borrowing: Evidence from Loan-Level Data. Available at SSRN 5142554. DOI: https://doi.org/10.2139/ssrn.5142554
Fasua, K. O. (2025). Financial performance indicators and market value of listed firms. Tijara: Journal of International Trade and Economics in Central Asia, 1(1), 26-40.
Guest, P. M. (2009). The impact of board size on firm performance: evidence from the UK. The European Journal of Finance, 15(4), 385-404. DOI: https://doi.org/10.1080/13518470802466121
Gulzar, R., Bhat, A. A., Mir, A. A., Athari, S. A., & Al-Adwan, A. S. (2024). Green banking practices and environmental performance: navigating sustainability in banks. Environmental Science and Pollution Research, 31(15), 23211-23226. DOI: https://doi.org/10.1007/s11356-024-32418-7
Hargreaves, M., Sibanda, M., & Nomlala, B. (2022). Influence of the performance of black economic empowerment shares on the Johannesburg stock exchange top 40. Journal of Contemporary Management, 19(2), 707-728. DOI: https://doi.org/10.35683/jcm21029.186
Harvey Pamburai, H., Chamisa, E., Abdulla, C., & Smith, C. (2015). An analysis of corporate governance and company performance: a South African perspective. South African Journal of Accounting Research, 29(2), 115-131. DOI: https://doi.org/10.1080/10291954.2015.1006482
Hoch, J. S. (2012). A Review of:“Econometric Analysis, by WH Greene” Upper Saddle River, NJ: Prentice Hall, 2012, ISBN 978-0-13-139538-1, xxxix+ 1188 pp., $200. In: Taylor & Francis.
Islam, M. T., Saha, S., & Rahman, M. (2025). Diversity–performance nexus in an emerging economy: an investigation of family and non-family firms. International Journal of Emerging Markets, 20(2), 887-912. DOI: https://doi.org/10.1108/IJOEM-04-2022-0727
Jensen, M. C. (1993). The modern industrial revolution, exit, and the failure of internal control systems. the Journal of Finance, 48(3), 831-880. DOI: https://doi.org/10.1111/j.1540-6261.1993.tb04022.x
Jensen, M. C. (2005). Agency costs of overvalued equity. Financial management, 34(1), 5-19. DOI: https://doi.org/10.1111/j.1755-053X.2005.tb00090.x
Jonty, T., & Mokoteli, T. M. (2015). The impact of gender diversity in the boardroom on firm performance: A South African perspective. Corporate Boards: Role, Duties & Composition, 11(1), 74-82. DOI: https://doi.org/10.22495/cbv11i1art7
Kajola, S. O., Sanyaolu, W. A., Tonade, A. A., & Adeyemi, A. (2020). Corporate board attributes and earnings management in Nigerian banking sector. Journal of Sustainable Development in Africa, 22(4), 1520-5509.
Kanwal, J. S. (2024). From information to knowledge: a role for knowledge networks in decision making and action selection. Information, 15(8), 487. DOI: https://doi.org/10.3390/info15080487
Khan, M. A., Khan, F., & Ul-Islam, Z. (2025). Corporate Governance in Action: The Interplay of Ownership Structure, Board Composition, and Firm Performance. Advance Journal of Econometrics and Finance, 3(2), 247-254.
Kyere, M., & Ausloos, M. (2021). Corporate governance and firms financial performance in the United Kingdom. International Journal of Finance & Economics, 26(2), 1871-1885. DOI: https://doi.org/10.1002/ijfe.1883
Kyereboah‐Coleman, A. (2007). Corporate governance and shareholder value maximization: An African perspective. African Development Review, 19(2), 350-367. DOI: https://doi.org/10.1111/j.1467-8268.2007.00165.x
Linck, J. S., Netter, J. M., & Yang, T. (2008). The determinants of board structure. Journal of financial economics, 87(2), 308-328. DOI: https://doi.org/10.1016/j.jfineco.2007.03.004
Lipton, M., & Lorsch, J. W. (1992). A modest proposal for improved corporate governance. The business lawyer, 59-77.
MAGWEVA, R., & SIBANDA, M. (2020). Modeling and forecasting the volatility of returns in the infrastructure sector in emerging markets. Eurasian Journal of Business and Economics, 13(25), 37-52. DOI: https://doi.org/10.17015/ejbe.2020.025.03
Meckling, W. H., & Jensen, M. C. (1976). Theory of the Firm. Managerial behavior, agency costs and ownership structure, 3(4), 305-360. DOI: https://doi.org/10.1016/0304-405X(76)90026-X
Mehrotra, S. (2016). The Nature of Corporate Board Structure and Its Impact on the Performance of USA Listed Firms. IUP Journal of Corporate Governance, 15(1).
Muchemwa, M. R., Padia, N., & Callaghan, C. W. (2016). Board composition, board size and financial performance of Johannesburg Stock Exchange companies. South African Journal of Economic and Management Sciences, 19(4), 497-513. DOI: https://doi.org/10.4102/sajems.v19i4.1342
Muneer, S., Singh, A., Choudhary, M. H., Alshammari, A. S., & Butt, N. A. (2025). Does Environmental Disclosure and Corporate Governance Ensure the Financial Sustainability of Islamic Banks? Administrative Sciences, 15(2), 54. DOI: https://doi.org/10.3390/admsci15020054
N Vaidya, P. (2019). Board size and firm performance: A study on BSE 100 companies. Journal of Management (JOM), 6(3). DOI: https://doi.org/10.34218/JOM.6.3.2019.013
Ntim, C. G., & Soobaroyen, T. (2013). Corporate governance and performance in socially responsible corporations: New empirical insights from a Neo‐Institutional framework. Corporate Governance: An International Review, 21(5), 468-494. DOI: https://doi.org/10.1111/corg.12026
Olayiwola, K. T. (2018). The effect of corporate governance on financial performance of listed companies in Nigeria. European Journal of Accounting, Auditing and Finance Research, 6(9), 85-98.
Phesa, M., Sibanda, M., Matenda, F. R., & Gumede, Z. (2025). Impression Management Tactics in the Chairperson’s Statement: A Systematic Literature Review and Avenues for Future Research. Journal of Risk and Financial Management, 18(5), 270. DOI: https://doi.org/10.3390/jrfm18050270
Qasim, T. B., Muzammil, M., & Tahir, O. (2025). Impact of Corporate Governance on Bank’s Performance: A Case Study of Pakistan’s Banking Sector. ACADEMIA International Journal for Social Sciences, 4(3), 2251-2261. DOI: https://doi.org/10.63056/ACAD.004.03.0524
Saggar, R., & Singh, B. (2017). Corporate governance and risk reporting: Indian evidence. Managerial Auditing Journal, 32(4/5), 378-405. DOI: https://doi.org/10.1108/MAJ-03-2016-1341
Saidat, Z., Silva, M., & Seaman, C. (2019). The relationship between corporate governance and financial performance: Evidence from Jordanian family and nonfamily firms. Journal of Family Business Management, 9(1), 54-78. DOI: https://doi.org/10.1108/JFBM-11-2017-0036
Sayilir, Ö. (2012). Relationship between corporate governance and financial performance of Turkish companies. International Journal of Business and Social Science, 3(14).
Shaukat, H., Shuakat, I., Shoukat, M. H., & Selem, K. M. (2025). Withholding knowledge in healthcare: the effect of perceived injustice on organizational performance. Management and Labour Studies, 0258042X241307705. DOI: https://doi.org/10.1177/0258042X241307705
Srivastav, G., & Mittal, A. (2016). Impact of Internet banking on customer satisfaction in private and public sector banks. Indian Journal of Marketing, 46(2), 36-49. DOI: https://doi.org/10.17010/ijom/2016/v46/i2/87252
Ullah, B. (2020). Signaling value of quality certification: Financing under asymmetric information. Journal of Multinational Financial Management, 55, 100629. DOI: https://doi.org/10.1016/j.mulfin.2020.100629
Ullah, B. (2025). Corporate environmental responsibility and firm growth: International evidence from SMEs. Review of Financial Economics. DOI: https://doi.org/10.2139/ssrn.4914447
Vajda, R., & Kovács, Z. (2020). GeoGebra and the realgeom Reasoning Tool. PAAR+ SC²@ IJCAR,
Wintoki, M. B. (2007). Corporate boards and regulation: The effect of the Sarbanes–Oxley Act and the exchange listing requirements on firm value. Journal of Corporate Finance, 13(2-3), 229-250. DOI: https://doi.org/10.1016/j.jcorpfin.2007.03.001
Yermack, D. (1996). Higher market valuation of companies with a small board of directors. Journal of financial economics, 40(2), 185-211. DOI: https://doi.org/10.1016/0304-405X(95)00844-5
Yip, T. L., Huang, Y., & Liang, C. (2021). Built environment and the metropolitan pandemic: Analysis of the COVID-19 spread in Hong Kong. Building and environment, 188, 107471. DOI: https://doi.org/10.1016/j.buildenv.2020.107471
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Thabiso Sthembiso Msomi, Zwelihle Wiseman Nzuza (Author)

This work is licensed under a Creative Commons Attribution 4.0 International License.