Understanding the Effect of Human Capital and Firm Performance in Kenya: A Panel Data Analysis

Peter Nderitu GITHAIGA


The global economy has shifted from being production-based to information-knowledge based. Thus, knowledge resources, and in particular human capital, are considered key drivers of competitive advantage and superior performance. It is from this background this study sought to examine the effect of human capital on firm performance. Data was drawn from 31 commercial banks in Kenya for the period 2008-2017 and was analyzed through descriptive and inferential statistics. The study found that human capital had a positive and significant effect on firm performance (β = 0.447, ρ-value 0.000<0.05). The findings have implications for practitioners and the regulator.


Human capital, competitive advantage, performance, intellectual capital

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Abdin, J. (2016). Financial development and poverty reduction: Exploring the links between the issues using evidence from Bangladesh. International Journal of Financial Research, 7(4), 44-65.

Abhayawansa, S., Aleksanyan, M., & Cuganesan, S. (2018). Conceptualisation of intellectual capital in analysts’ narratives: a performative view. Accounting, Auditing & Accountability Journal, 31(3), 950-969.

Abualoush, S., Masa’deh, R. E., Bataineh, K., & Alrowwad, A. (2018). The role of knowledge management process and intellectual capital as intermediary variables between knowledge management infrastructure and organization performance. Interdisciplinary Journal of Information, Knowledge, and Management, 13, 279-309.

Al-Musali, M. A., & Ku Ismail, K. N. I. (2016). Cross-country comparison of intellectual capital performance and its impact on financial performance of commercial banks in GCC countries. International Journal of Islamic and Middle Eastern Finance and Management, 9(4), 512-531.

Anetor, F., Ogbechie, C., Kelikume, I., & Ikpesu, F. (2016). Credit supply and agricultural production in Nigeria: a vector autoregressive (VAR) approach. Journal of Economics and Sustainable Development, 7(2).

Ashour, A. S. (2000, April). Knowledge capital management. Reinventing management paradigm in the 21st century. In Proceedings of the 12th International Conference on Training and Management Development Towards Arab Learning Organization (pp. 25-27).

Attar, M., Kang, K., & Sohaib, O. (2019). Knowledge Sharing Practices, Intellectual Capital and Organizational Performance. In Proceedings of the 52nd Hawaii International Conference on System Sciences.

Bae, J., & Lawler, J. J. (2000). Organizational and HRM strategies in Korea: Impact on firm performance in an emerging economy. Academy of management journal, 43(3), 502-517.

Balcilar, M., Gupta, R., Lee, C. C., & Olasehinde-Williams, G. (2018). The synergistic effect of insurance and banking sector activities on economic growth in Africa. Economic Systems, 42(4), 637-648.

Bapna, R., Langer, N., Mehra, A., Gopal, R., & Gupta, A. (2013). Human capital investments and employee performance: an analysis of IT services industry. Management Science, 59(3), 641-658.

Barney, J. B. (1986). Organizational culture: can it be a source of sustained competitive advantage?. Academy of management review, 11(3), 656-665.

Beck, T., Demirgüç-Kunt, A. and Levine, R (2007) Finance, inequality and the poor, Journal of Economic Growth, 12(1), 27-49

Becker, G. (1964). Human Capital, University of Chicago press. NY

Becker, G. S. (2009). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago press.

Benevene, P., Kong, E., Lucchesi, M., & Cortini, M. (2019). Intellectual capital management among Italian non-profit socio-cooperatives. Journal of Workplace Learning, 31(1), 17-3

Benhabib, J., & Spiegel, M. M. (2005). Human capital and technology diffusion. Handbook of economic growth, 1, 935-966.

Bontis, N., Ciambotti, M., Palazzi, F., & Sgro, F. (2018). Intellectual capital and financial performance in social cooperative enterprises. Journal of Intellectual Capital, 19(4), 712-731.

Bontis, N., Janosevic, S., and Dzenopoljac, V. (2015). Intellectual capital in Serbia's hotel industry. International Journal of Contemporary Hospitality Management, 27(6), 1365-1384.

Bratianu, C. (2018). Intellectual capital research and practice: 7 myths and one golden rule. Management & Marketing, 13(2), 859-879.

Cai, D., Song, Q., Ma, S., Dong, Y., & Xu, Q. (2018). The relationship between credit constraints and household entrepreneurship in China. International Review of Economics & Finance, 58, 246-258.

Carletti, E., Senbet, L. W., Cull, R., Allen, F., Qian, J., & Valenzuela, P. (2018). Improving Access to Banking: Evidence from Kenya. BAFFI CAREFIN Centre Research Paper, (2018-104).

Chen, C. J., & Huang, J. W. (2009). Strategic human resource practices and innovation performance—The mediating role of knowledge management capacity. Journal of business research, 62(1), 104-114.

Chicu, D., del Mar Pàmies, M., Ryan, G., & Cross, C. (2019). Exploring the influence of the human factor on customer satisfaction in call centres. BRQ Business Research Quarterly, 22(2), 83-95.

Chiorazzo, V., Milani, C. and Salvini, F., 2008. Income diversification and bank performance: Evidence from Italian banks. Journal of Financial Services Research, 33(3), pp.181-203.

Chiu, C. L., & Chen, Y. S. (2017). A web-scale experience to identify the component impacts of intellectual capital on corporate performance from the perspective of multimedia data applications. International Journal of Applied Systemic Studies, 7(1-3), 138-153

Chu, P. Y., Hsiung, H.-H., Huang, C.-H., and Yang, C.-Y. (2008). Determinants of the valuation of intangible assets - a contrast between Taiwanese and American IC design houses. International Journal of Technology Management, 41(3-4), 336-358

Clarke, T., & Gholamshahi, S. (2018). Developing human capital for knowledge-based economies. In Innovation in the Asia Pacific (pp. 247-270). Springer, Singapore.

Colombo, M. G., & Grilli, L. (2005). Founders’ human capital and the growth of new technology-based firms: A competence-based view. Research Policy, 34(6), 795-816.

Crook, T. R., Todd, S. Y., Combs, J. G., Woehr, D. J., & Ketchen Jr, D. J. (2011). Does human capital matter? A meta-analysis of the relationship between human capital and firm performance. Journal of applied psychology, 96(3), 443.

Dakhli, M., & De Clercq, D. (2004). Human capital, social capital, and innovation: a multi-country study. Entrepreneurship & regional development, 16(2), 107-128.

Davenport, T., & Prusak, L. (1998), Working Knowledge: How Organizations Manage What They Know, Harvard Business School Press, Boston, MA.

Dietrich, A., & Wanzenried, G. (2014). The determinants of commercial banking profitability in low-, middle-, and high-income countries. The Quarterly Review of Economics and Finance, 54(3), 337-354.

Drucker, P. (1993) Post-Capitalist Society, New York: Harper Business.

Edvinsson, L., & Malone, M. S. (1997). Intellectual capital: The proven way to establish your company's real value by finding its hidden brainpower. Piatkus.

Eggoh, J., Houeninvo, H., & Sossou, G. A. (2015). Education, health and economic growth in African countries. Journal of Economic Development, 40(1), 93.

Felício, J. A., Couto, E., & Caiado, J. (2014). Human capital, social capital and organizational performance. Management Decision, 52(2), 350-364.

Firer, S., & Mitchell Williams, S. (2003). Intellectual capital and traditional measures of corporate performance. Journal of intellectual capital, 4(3), 348-360.

Fleisher, B., Li, H., & Zhao, M. Q. (2010). Human capital, economic growth, and regional inequality in China. Journal of development economics, 92(2), 215-231.

Foong, K., Yorston, R., & Gratton, L. (2003). Human capital measurement and reporting: a British perspective. DTI.

Gabriel, A. S., Cheshin, A., Moran, C. M., & van Kleef, G. A. (2016). Enhancing emotional performance and customer service through human resources practices: A systems perspective. Human Resource Management Review, 26(1), 14-24.

Gennaioli, N., La Porta, R., Lopez-de-Silanes, F., & Shleifer, A. (2012). Human capital and regional development. The Quarterly journal of economics, 128(1), 105-164.

Goksu, A., & Goksu, G. G. (2015). A comparative analysis of higher education financing in different countries. Procedia Economics and Finance, 26, 1152-1158.

Gololo, I. A. (2018). Challenges of the Nigerian Banking Sector and the Way Forward. American Finance & Banking Review, 3(1), 26-34.

Hahn, F. R. (2009). A note on management efficiency and international banking. Some empirical panel evidence. Journal of Applied Economics, 12(1), 69-81.

Halim, S. (2010). Statistical analysis on the intellectual capital statement. Journal of Intellectual Capital, 11(1), 61-73.

Hall, R. (1992). The strategic analysis of intangible resources. Strategic Management Journal, 13(2), 135 -144.

Han, J., Han, J. and Brass, D.J. (2014) Human capital diversity in the creation of social capital for team creativity. Journal of Organizational Behaviour. Vol 35, No 1. pp54 71.

Hannan, M. T., & Freeman, J. (1984). Structural inertia and organizational change. American sociological review, 149-164.

Harris, D., & Helfat, C. (1997). Specificity of CEO human capital and compensation. Strategic Management Journal, 18(11), 895-920.

Hatch, N. W., & Dyer, J. H. (2004). Human capital and learning as a source of sustainable competitive advantage. Strategic management journal, 25(12), 1155-1178.

Hitt, M. A., Bierman, L., Shimizu, K., & Kochhar, R. (2001). Direct and moderating effects of human capital on strategy and performance in professional service firms: A resource-based perspective. Academy of Management Journal, 44(1), 13-28.

Ilaboya, O.J. and Ohiokha, I.F., 2016. Firm age, size, and profitability dynamics: a test of learning by doing and structural inertia hypotheses. Business and Management Research, 5(1), pp.29-39.

Itami, H., (1987). Mobilizing Invisible Assets' Harvard Uni. Press, Cambridge Mass.

Kasekende, E., & Nikolaidou, E. (2018). Mobile Money and Money Demand in Kenya (No. 2018-11). School of Economics, University of Cape Town.

Khalique, M., Bontis, N., Abdul Nassir bin Shaari, J., & Hassan Md. Isa, A. (2015). Intellectual capital in small and medium enterprises in Pakistan. Journal of Intellectual Capital, 16(1), 224-238.

Khan, S. J. M., & Anuar, A. R. (2018). Access to Finance: Exploring Barriers to Entrepreneurship Development in SMEs. In Global Entrepreneurship and New Venture Creation in the Sharing Economy (pp. 92-111). IGI Global.

Kor, Y. Y., & Mahoney, J. T. (2005). How dynamics, management, and governance of resource deployments influence firm‐level performance. Strategic Management Journal, 26(5), 489-496.

Link, A.N. & Siegel, D.S. (2007). Innovation, entrepreneurship, and technological change. Oxford: Oxford University Press.

Lu, C. C., & Hsu, H. J. (2018). Exploring the Relationship between Organizational Capital and Service Innovation Behavior. International Journal for Innovation Education and Research, 6(12), 01-10.

Maditinos, D., Chatzoudes, D., Tsairidis, C., & Theriou, G. (2011). The impact of intellectual capital on firms' market value and financial performance. Journal of intellectual capital, 12(1), 132-151.

Mahdi, O. R., Nassar, I. A., & Almsafir, M. K. (2019). Knowledge management processes and sustainable competitive advantage: An empirical examination in private universities. Journal of Business Research, 94, 320-334.

Martin, B. C., McNally, J. J., & Kay, M. J. (2013). Examining the formation of human capital in entrepreneurship: A meta-analysis of entrepreneurship education outcomes. Journal of Business Venturing, 28(2), 211-224.

McDowell, W. C., Peake, W. O., Coder, L., & Harris, M. L. (2018). Building small firm performance through intellectual capital development: Exploring innovation as the “black box”. Journal of Business Research, 88, 321-327.

Megna, P., & Mueller, D. C. (1991). Profit rates and intangible capital. The review of economics and statistics, 632-642.

Muthinja, M. M., & Chipeta, C. (2018). What drives financial innovations in Kenya’s commercial banks? An empirical study on firm and macro-level drivers of branchless banking. Journal of African Business, 19(3), 385-408.

Noe, R. A., Hollenbeck, J. R., Gerhart, B., & Wright, P. M. (2017). Human resource management: Gaining a competitive advantage. New York, NY: McGraw-Hill Education.

Noorbakhsh, F., Paloni, A., & Youssef, A. (2001). Human capital and FDI inflows to developing countries: New empirical evidence. World Development, 29(9), 1593-1610.

Pelinescu, E. (2015). The impact of human capital on economic growth. Procedia Economics and Finance, 22, 184-190.

Penrose, E., & Penrose, E. T. (2009). The Theory of the Growth of the Firm. Oxford university press.

Peteraf, M. A. (1993). The cornerstones of competitive advantage: A resource‐based view. Strategic management journal, 14(3), 179-191.

Psillaki, M., & Mamatzakis, E. (2017). What drives bank performance in transitions economies? The impact of reforms and regulations. Research in International Business and Finance, 39, 578-594.

Pucar, S. (2012). The influence of intellectual capital on export performance. Journal of Intellectual Capital, 13(2), 248-261.

Pulic, A. (2000), MVA and VAIC™ Analysis of Randomly Selected Companies from FTSE 250, Austrian Intellectual Capital Research Center, Graz – London. Available online at: http://www.measuring-ip.at/Papers/ham99txt.htm

Reichenberg, M., & Andreassen, R. (2018). Comparing Swedish and Norwegian teachers' professional development: How human capital and social capital factor into teachers' reading habits. Reading Psychology, 39(5), 442-467.

Reinartz, W., Krafft, M., & Hoyer, W. D. (2004). The customer relationship management process: Its measurement and impact on performance. Journal of marketing research, 41(3), 293 305

Sahari, S., Nichol, E. O., & Yusof, S. M. (2019). Stakeholders’ Expectations on Human Capital Disclosure vs. Corporate Reporting Practice in Malaysia. International Business Research, 12(1), 148-155.

Sardo, F., Serrasqueiro, Z., & Alves, H. (2018). On the relationship between intellectual capital and financial performance: A panel data analysis on SME hotels. International Journal of Hospitality Management, 75, 67-74.

Scafarto, V., Ricci, F., and Scafarto, F. (2016). Intellectual capital and firm performance in the global agribusiness industry. The moderating role of human capital. Journal of Intellectual Capital, 17(3), 530-552.

Schultz, T.W. (1961) Investment in human capital. American Economic Review. Vol 51. pp1–17.

Seleim, A., Ashour, A., & Bontis, N. (2007). Human capital and organizational performance: a study of Egyptian software companies. Management Decision, 45(4), 789-801.

Shivdas, A., & Ray, S. (2017). Resource utilization by pharmaceutical companies in India: Emphasis on R&D, labor and capital. In 2017 International Conference on Data Management, Analytics and Innovation (ICDMAI) (pp. 19-23). IEEE.

Shrader, R., & Siegel, D. S. (2007). Assessing the relationship between human capital and firm performance: Evidence from technology-based new ventures. Entrepreneurship Theory and Practice, 31(6), 893-908.

Sikod, F., & Baye, M. (2015). Microfinance Access and Poverty Reduction in Cameroon. La microfinance en Afrique centrale: Le défi des exclus, 253.

Smriti, N., & Das, N. (2017). Impact of intellectual capital on business performance: evidence from Indian pharmaceutical sector. Polish Journal of Management Studies, 15(1), 1-18.

Srivastava, K. B. (2001). Intellectual Capital Development and Management of Knowledge in Knowledge-Based Economy. Indian Journal of Industrial Relations, 36(3), 355-362.

Ståhle, P., Ståhle, S., & Aho, S. (2011). Value-added intellectual coefficient (VAIC): a critical analysis. Journal of Intellectual Capital, 12(4), 531-551.

Stewart, T.A. (1997), Intellectual Capital, Nicholas Brealey, London

Sufian, F., & Chong, R. R. (2008). Determinants of bank profitability in a developing economy: empirical evidence from the Philippines. Asian Academy of Management Journal of Accounting & Finance, 4(2).

Sufian, F., & Habibullah, M. S. (2009). Determinants of bank profitability in a developing economy: Empirical evidence from Bangladesh. Journal of business economics and management, 10(3), 207-217.

Sun, S. T., & Yannelis, C. (2016). Credit constraints and demand for higher education: Evidence from financial deregulation. Review of Economics and Statistics, 98(1), 12-24.

Sveiby, K. E. (1997). The new organizational wealth: Managing & measuring knowledge-based assets. Berrett-Koehler Publishers

Toms, S., Wilson, N., & Wright, M. (2019). Innovation, intermediation, and the nature of entrepreneurship: A historical perspective. Strategic Entrepreneurship Journal.

Tongurai, J., & Vithessonthi, C. (2018). The impact of the banking sector on economic structure and growth. International Review of Financial Analysis, 56, 193-207.

Ulrich, D., & Kryscynski, D. (2015). Winning in challenging markets requires stronger attention to human capital. LSE Business Review.

Wan, G., & Zhang, Y. (2018). The direct and indirect effects of infrastructure on firm productivity: Evidence from Chinese manufacturing. China Economic Review, 49, 143-153

Wang, W. Y., & Chang, C. (2005). Intellectual capital and performance in causal models: Evidence from the information technology industry in Taiwan. Journal of intellectual capital, 6(2), 222-236.

Wernerfelt, B. (1984). A resource‐based view of the firm. Strategic management journal, 5(2), 171-180.

Wright, P. M., McCormick, B., Sherman, W. S., & McMahan, G. C. (1999). The role of human resource practices in petro-chemical refinery performance. International Journal of Human Resource Management, 10(4), 551-571.

Young, C.-S., Su, H.-Y., Fang, S.-C., & Fang, S.-R. (2009). Cross-country comparison of intellectual capital performance of commercial banks in Asian economies. The Service Industries Journal, 29(11), 1565-1579.

DOI: http://dx.doi.org/10.20321/nilejbe.v5i12.194


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