The impact of intellectual capital on firm’s financial performance: empirical evidence from Bahrain
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DOIhttp://dx.doi.org/10.21511/imfi.17(4).2020.18
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Article InfoVolume 17 2020, Issue #4, pp. 189-201
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This study contributes to the intellectual capital (IC) area of literature by investigating the impact of IC on the firm’s financial performance of two main sectors in the Bahrain Bourse, financial and service sectors, during five years, 2013–2017. The study employs canonical correlation analysis as a unique statistical method to analyze data gathered from 29 sampled companies, representing 145 firm-year observations over the five years. Two groups of variables are employed. The first represents the firm’s financial performance with two variables (return on equity – ROE and return on assets – ROA), while the second includes three intellectual capital components, namely human, customer, and structural capital. Findings related to the financial sector reveal that all IC components (human capital, customer capital, and structural capital) have positive correlations with firm performance except for the labor costs variable (the sub-variable of human capital), which has a negative correlation with firm’s performance. Human capital is also found to be the most significant component of the IC, while structural capital is reported as the lowest effect on the firm’s performance, consistent with some previous research findings. Furthermore, the services sector results revealed that IC is significantly associated with the firm’s performance. Moreover, two sub-variables of human capital (number of Bahraini employees and labor costs) have the most significant impact on the firm’s performance.
- Keywords
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JEL Classification (Paper profile tab)J24, M41, O34
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References73
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Tables8
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Figures2
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- Figure 1. CCA between the first variate and two groups of variables
- Figure 2. CCA between the first variate for the groups of variables
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- Table 1. Studies on the association between IC and FFP
- Table 2. Variables definitions
- Table 3. The canonical correlation (the financial sector)
- Table 4. Canonical dimensions (the financial sector)
- Table 5. CCA of the financial sector
- Table 6. Canonical correlation (the services sector)
- Table 7. Tests of canonical dimensions (the services sector)
- Table 8. The CCA for the service sector
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- Abdullah, D. F., & Sofian, S. (2012). The relationshiprelationship between intellectual capital and corporate performance. Procedia – Social and Behavioural Sciences, 40, 537-541.
- Al-Musali, M., & Ismail, K. (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.
- Bahrain Bourse. (2017). Annual Trading Bulletin.
- Baklouti, M. A., Jamoussi, W., & Affes, H. (2010). The intangibles: emergence, recognition and financial performance: a study of the Tunisian Stock Exchange. International Journal of Managerial and Financial Accounting, 2(4), 327-343.
- Bhasin, M., & Shaikh, J. M. (2011). Intellectual capital disclosures in the annual reports: a comparative study of the Indian and Australian IT corporations. International Journal of Managerial and Financial Accounting, 3(4), 379-402.
- Bontis, N. (1998). Intellectual capital: an exploratory study that develops measures and models. Management Decision, 36(2), 63-76.
- Bontis, N. (2002). World Congress on Intellectual Capital Readings. KMCI Butterworth-Heinemann Press, Boston, MA.
- Bontis, N., Keow, W., & Richardson, S. (2000). Intellectual capital and business performance in Malaysian industries. Journal of Intellectual Capital, 1(1), 85-100.
- Canibano, L., Garcia-Ayuso, M., & Sanchez, P. (2000). Accounting for intangibles: a literature Review. Journal of Accounting Literature, 19(1), 102-130.
- Caputo, F., Del Giudice, M., Evangelista, F., & Russo, G. (2016). Corporate disclosure and intellectual capital: the light side of information asymmetry. International Journal of Managerial and Financial Accounting, 8(1), 75-96.
- Chan, K. H. (2009). Impact of intellectual capital on organizational performance – An empirical study of companies in the Hang Seng Index (Part 1). The Learning Organization, 16(1), 4-21.
- Chaudhuri, K., Kakade, S., Livescu, K., & Sridha-ran, K. (2009). Multi-view clustering via canonical correlation analysis (Proceedings of the 26th International Conference on Machine Learning). Montreal, Canada.
- Chen, J., Cheng, S., & Hwang, Y. (2005). An empirical investigation of the relationshiprelationship between intellectual capital and firms’ market value and financial performance. Journal of Intellectual Capital, 6(2), 159-176.
- Chu, S. K. Chan, K. H., & Wu, W. Y. (2011). Charting intellectual capital performance of the gateway to China. Journal of Intellectual Capital, 12(2), 249-276.
- Clarke, M., Seng, D., & Whiting, R. (2011). Intellectual capital and firm performance in Australia, Journal of Intellectual Capital, 12(4), 505-530.
- Cleary, P. (2009). Exploring the relationshiprelationship between management accounting and structural capital in a knowledge-intensive sector. Journal of Intellectual Capital, 10(1), 37-52.
- Cohen, S., & Kaimenakis, N. (2007). Intellectual capital and corporate performance in knowledge-intensive SMEs. The Learning Organization, 14(3), 241-262.
- DeCarolis, D. M., & Deeds, D. L. (1999). The impact of stocks and flows of organizational knowledge on firm performance – An empirical investigation of the biotechnology industry. Strategic Management Journal, 20(10), 953-968.
- Desoky, A. M., & Mousa, G. A. (2018). An empirical investigation of determinants of firm dividend payouts in Egypt: an agency perspective. International Journal of Managerial and Financial Accounting, 10(4), 20-37.
- Diez, J. M., Ochoa, M. L., Prieto, M. B., & Santidrian, A. (2010). Intellectual capital and value creation in Spanish firms. Journal of Intellectual Capital, 11(3), 348-367.
- Dženopoljac, V., Yaacoub, C., Elkanj, N., & Bontis, N. (2017). Impact of intellectual capital on corporate performance: Evidence from the Arab region. Journal of Intellectual Capital, 18(4), 884-903.
- Edvinsson, L., & Malone, M. S. (1997). Intellectual Capital: Realizing Your Company’s True Value by Finding Its Hidden Brainpower. New York: Harper Business Press.
- Erickson, S., & Rothberg, H. (2009). Intellectual capital in tech industries: a longitudinal stud. Electronic Journal of Knowledge Management, 7(5), 559-566.
- Firer, S., & Williams, M. (2003). Intellectual capital and traditional measures of corporate performance. Journal of Intellectual Capital, 4(3), 348-60.
- Ghosh, S., & Mondal, A. (2009). Indian software and pharmaceutical sector IC and financial performance. Journal of Intellectual Capital, 10(3), 369-388.
- Godfrey, P. C., & Hill, C. W. (1995). The problem with unobservable in strategic management Research. Strategic Management Journal, 13(2), 135-144.
- Gogan, M. L. (2014). An innovative model for measuring intellectual capita. Procedia – Social and Behavioural Sciences, 124, 194-199.
- Green, P. E. (1978). Analyzing Multivariate Data. Hinsdale, IL: Holt, Rinehart & Winston.
- Hamed, M. S., & Omri, M. A. (2013). Voluntary disclosure about innovation and technological choices by Tunisian listed companies. International Journal of Managerial and Financial Accounting, 5(4), 379-390.
- Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate Data Analysis (5th ed.). Prentice Hall, Inc.
- Holmen, J. (2005). Intellectual capital reporting. Management Accounting Quarterly, 6(4), 1-6.
- Johnson, R. A., & Wichern, D. W. (2007). Applied Multivariate Statistical Analysis (6th ed.). New York: Prentice Hall.
- Joshi, M., Cahill, D., Sidhu, J., & Kansal, M. (2013). Intellectual capital and financial performance: An evaluation of the Australian financial sector. Journal of Intellectual Capital, 14(2), 264-285.
- Jordão, R., & De Almeida, V. (2017). Performance measurement, intellectual capital and financial sustainability. Journal of Intellectual Capital, 18(3), 643-666.
- Kamath, G. B. (2008). Intellectual capital and corporate performance in Indian pharmaceutical industry. Journal of Intellectual Capital, 9(4), 684-704.
- Kavida, V., & Sivakoumar, N. (2010). The relevance of intellectual capital in the Indian information technology industry. The IUP Journal of Knowledge Management, 8(4), 25-38.
- Kehelwalatenna, S. (2016). Intellectual capital performance during financial crises. Measuring Business Excellence, 20(3), 55-78.
- Klock, M., & Megna, P. (2000). Measuring and valuing intangible capital in the wireless communications industry. The Quarterly Review of Economics and Finance, 40(4), 19-32.
- Komnenic, B., & Pokrajčić, D. (2012). Intellectual capital and corporate performance of MNCs in Serbia. Journal of Intellectual Capital, 13(1), 106-119.
- Kujansivu, P., & Lönnqvist, A. (2007). Investigating the value and efficiency of intellectual capital. Journal of Intellectual Capital, 8(2), 272-287.
- Lajili, K., & Ze´ghal, D. (2006). Market performance impacts of human capital disclosures. Journal of Accounting and Public Policy, 2(2), 171-194.
- Lopes, I., Ferraz, D., & Rodrigues, A. (2016). The drivers of profitability in the top 30 major airlines worldwide. Measuring Business Excellence, 20(2), 26-37.
- Mavridis, D. G. (2004). The intellectual capital performance of the Japanese banking sector. Journal of Intellectual Capital, 5(1), 92-115.
- Mouritsen, J. (1988). Driving growth: economic value added versus intellectual capital. Management Accounting Research, 8(6), 15-23.
- Mousa, G. A. (2015). An Examination of Intellectual Capital and Corporate Financial Performance: Canonical Correlation Analysis. Egyptian Accounting Review, 5(1), 1-24.
- Mousa, G. A., & Elamir, E. A. (2015). Can Intellectual Capital be a Matter for Corporate Performance? Evidence from Zain Group. Journal of Empirical Research in Accounting & Auditing, 2(1), 9-19.
- Muhammad, N., & Ismail, M. (2009). Intellectual Efficiency and Firm’s Performance: Study on Malaysian Financial Sectors. International Journal of Economics and Finance, 1(2), 206-212.
- Namasivayam, K., & Denizci, B. (2006). Human capital in service organizations: Identifying value drivers. Journal of Intellectual Capital, 7(3), 381-393.
- Nawaz, T., & Haniffa, R. (2017). Determinants of financial performance of Islamic banks: an intellectual capital perspective. Journal of Islamic Accounting and Business Research, 8(2), 130-142.
- Nimtrakoon, S. (2015). The relationshiprelationship between intellectual capital, firms’ market value and financial performance: empirical evidence from the ASEAN. Journal of Intellectual Capital, 16(3), 587-618.
- OECD. (2008). Intellectual assets and value creation synthesis report. Paris.
- Osman, J. Z. (2014). An empirical investigation into the significance of intellectual capital strategic orientation in innovation capability and firm performance and in Malaysian information and communications technology (ICT) small-to-medium enterprises (SMEs) (Doctoral thesis, School of Management, RMIT University, Melbourne.
- Ousama, A. A., & Fatima, A. (2012). Extent and trend of intellectual capital reporting in Malaysia: empirical evidence. International Journal of Managerial and Financial Accounting, 4(2), 159-176.
- Phusavat, K., Comepa, N., Sitko-Lutek, A., & Ooi, K. (2011). Interrelationships between intellectual capital and performance: empirical examination. Industrial Management & Data Systems, 11(6), 810-829.
- Pulic, A. (2004). Intellectual capital – does it create or destroy value? Measuring Business Excellence, 8(1), 62-68.
- Rahman, S. (2012). The role of intellectual capital in determining differences between stock market and financial performance. International Research Journal of Finance and Economics, 89(88), 46-77.
- Riahi-Belkaoui, A. (2003). Intellectual capital and firm performance of US multinational firms: A study of the resource-based and stakeholder views. Journal of Intellectual Capital, 4(2), 215-226.
- Roos, G., & Roos, J. (1997). Measuring your company’s intellectual performance. Long Range Planning, 30(3), 413-426.
- Roos, J., Roos, G., Dragonetti, N., & Edvinsson, L. (1997). Intellectual capital: navigating the new business landscape. London: Macmillan Press.
- Sharma, S. (1996). Applied multivariate techniques. John Wiley & Sons.
- Sharabati, A. A., Nourb, A. I., & Shamari, N. S. (2013). The Impact of Intellectual Capital on Jordanian Telecommunication Companies’ Business Performance. American Academic & Scholarly Research Journal, 5(3), Special Issue, 32-46.
- Spender, J. C. (1996). Making Knowledge the Basis of a Dynamic Theory of the Firm. Strategic Management Journal, 17(1), 45-62.
- Stovel, M., & Bontis, N. (2002). Voluntary Turnover: Knowledge Management – Friend or Foe? Journal of Intellectual Capital, 3(3), 303-322.
- Sveiby, K. E. (1997). The New Organizational Wealth: Managing and Measuring Knowledge Based Assets. San Francisco, CA: Berrett-Koehler Publishers.
- Sydler, R., Haefliger, S., & Pruksa, R. (2014). Measuring intellectual capital with financial figures: Can we predict firm profitability? European Management Journal, 32(2), 244-259.
- Tan, H., Plowman, D., & Hancock, P. (2007). Intellectual capital and financial returns of Companies. Journal of Intellectual Capital, 8(1), 76-95.
- Tsui, E., Wang, W., Cheung, L., & Lee, W. (2014). Knowledge-based extraction of intellectual capital-related information from unstructured data. Expert Systems with Applications, 41(4), 315-1325.
- Wang, M. S. (2011). Intellectual capital and firm performance. Paper presented at the Annual Conference on Innovations in Business & Management. London.
- Wang, W., & Changa, 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.
- Welbourne, T. M. (2008). Relational capital: Strategic advantage for small and medium-sized enterprises (SMEs) through negotiation and collaboration. Journal of Business and Economics, 18(5), 438-492.
- Wernerfelt, B. (1984). A Resource-Based View of the Firm. Strategic Management Journal, 5(2), 171-180.
- Young, C.-S., Su, H.-Y., Fang, S.-C., & Fang, S.-R. (2009). Cross-country comparison of IC performance of commercial banks in Asian economies. The Service Industries Journal, 29(11), 1565-1579.
- Zeghal, D., & Maaloul, A. (2010). Analyzing value added as an indicator of intellectual capital and its consequences on company performance. Journal of Intellectual Capital, 11(1), 39-60.