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International Journal of Academic Research in Accounting, Finance and Management Sciences

Open Access Journal

ISSN: 2225-8329

A Systematic Review of Literature on Reverse-Causality Relationship between Intellectual Capital and Firm’s Financial Performance: Dynamic Panel Approach.

Siti Zaitun Saddam, Mohamad Nizam Jaafar

http://dx.doi.org/10.6007/IJARAFMS/v11-i1/9334

Open access

Intellectual capital (IC) is considered a valuable asset for the company's wealth creation and sustainable development; however, the findings regarding its impact on the company's financial performance and intellectual capital are limited and mixed. This paper aims to investigate the endogeneity problem on intellectual capital and firm’s performance. In addition, past studies on this particular matter has been using static panel model. Though, the static model may not be able to resolve the reverse causality and endogeneity related to the relationship. Dynamic panel data approach is the best in estimating endogeneity and reverse-causality problems. Therefore, this study suggesting that in the future, researchers should use dynamic models to study these relationships. In order to control the endogenous effect, GMM model is used as it is appropriate for panel data, and it provides consistent results in the presence of endogeneity. This is due to the fact that, GMM estimator can produce consistent results in the presence of heteroscedasticity and resolve autocorrelation by differencing. Dynamic model is recommended as intellectual capital and firm performance is endogenous so the relationship between both of this variable and the regressor may also be correlated with error term.

Adnan, M., Abdulhamid, T., & Sohail, B. (2018). Predicting Firm Performance through Resource Based Framework. European Journal of Business and Management, 10(1).
Al-Hamadanya, R. I., Rasheeb, I. M., & Mohammedc, M. D. (2020). A Systematic Review of Literature on Intellectual Capital in the Gulf Cooperation Countries. International Journal of Innovation, Creativity and Change., 1(10).
Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277-297.
Asongu, S. A., & Andres, A. R. (2019). Trajectories of knowledge economy in SSA and MENA countries. Technology in Society.
Babajee, R. B., Seetanah, B., & Nunkoo, R. (2020). The determinants of hotel financial performance: an intellectual capital perspective. Journal of Hospitality Marketing & Management, 29(8), 1008-1026.
Baltagi, B. H. (2001). Econometric Analysis of Panel Data (2nd ed.): New York: Wiley.
Barney, J. (1991). Firm Resources and Sustained Competitive Advantage. Journal of Management, 17(1), 99-120.
Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143.
Brañas-Garza, P., Bucheli, M., & Muñoz, T. (2011). Dynamic panel data: A useful technique in experiments.
Celenza, D., & Rossi, F. (2014). Intellectual capital and performance of listed companies: empirical evidence from Italy. Measuring Business Excellent, 18(1), 23.
Celenza, D., & Rossi, F. (2014). Intellectual capital and performance of listed companies: Empirical evidence from Italy. Measuring Business Excellence, 18.
Chen, M. C., Cheng, S. J., & Hwang, Y. (2005). An empirical investigation of the relationship between intellectual capital and firms’ market value and financial performance. Journal of Intellectual Capital, 6(2), 159-176.
Chizari, M. h., Mehrjardi, R. Z., Sadrabadi, M. M., & Mehrjardi, F. K. (2016). The impact of Intellectual Capitals of Pharmaceutical Companies Listed in Tehran Stock Exchange on their Market Performance. Procedia Economics and Finance, 36, 291-300.
Chu, S. K. W., 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. H. (2011). Intellectual capital and firm performance in Australia. Journal of Intellectual Capital, 12(4), 505-530.
Clarke, M., Seng, D., & Whiting Rosalind, H. (2011). Intellectual capital and firm performance in Australia. Journal of Intellectual Capital, 12(4), 505-530.
Dzenopoljac, V., Janosevic, S., & Bontis, N. (2016). Intellectual capital and financial performance in the Serbian ICT industry. Journal of Intellectual Capital, 17(2), 373-396.
Edvinsson, L., & Malone , M. (1997). Intellectual Capital: Realizing Your Company's True Value by Finding Its Hidden Brainpower: HarperCollins.
Firer, S., & Williams, M. (2003). Intellectual Capital and Traditional Measures of Corporate Performance. Journal of Intellectual Capital, 4, 348-360.
Gan, K., & Saleh, Z. (2008). Intellectual capital and corporate performance of technology-intensive companies: Malaysia evidence. Asian Journal of Business and Accounting, 1.
Ghosh, S., & Mondal, A. (2009). Indian software and pharmaceutical sector IC and financial performance. Journal of Intellectual Capital, 10, 369-388.
Gupta, K., Banerjee, R., & Onur, I. (2017). The effects of R&D and competition on firm value: international evidence. international”, Review of Economics and Finance, 51, 391-404.
Hansen, L. P. (1982). Large sample properties of generalized method of moments estimators. Econometrica: Journal of the Econometric Society, 1029-1054.
Jancenelle, V. E. (2015). The relationship between firm resources and joint ventures: revisited. American Journal of Business, 30(1), 8-21.
Kamasak, R. (2017). The contribution of tangible and intangible resources, and capabilities to a firm’s profitability and market performance. European Journal of Management and Business Economics, 26(2), 252-275.
Kamath, G. B. (2007). The intellectual capital performance of Indian banking sector. Journal of Intellectual Capital, 8(1), 96-123.
Kweh, Q. L., Ting, I., Le, H., & Zhang, C. (2019). Intellectual capital, governmental presence, and firm performance of publicly listed companies in Malaysia. International Journal of Learning and Intellectual Capital, 16, 193.
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.
Maji, S. G., & Goswani, M. (2017). Intellectual capital and firm performance in India: a comparative study between original and modified value added intellectual coefficient model. International Journal of Learning and Intellectual Capital, 14(1).
Meles, A., Porzio, C., Sampagnaro, G., & Verdoliva, V. (2016). The impact of the intellectual capital efficiency on commercial banks performance: Evidence from the US. Journal of Multinational Financial Management, 36, 64-74.
Nadeem, M. (2016). Intellectual Capital and Firm Performance: Static or Dynamic Estimation: Evidence From the UK.
Nadeem, M. (2017). Does intellectual capital efficiency improve firm performance in BRICS economies? A dynamic panel estimation. Measuring Business Excellence, 21.
Naz, F., & Ijaz, F. (2016). Financial Performance of Firms: Evidence from Pakistan Cement Industry. Journal of Teaching and Education.
Nerlove, M. (2005). Essays in panel data econometrics: Cambridge University Press.
Nickell, S. (1981). Biases in Dynamic Models with Fixed Effects. Econometrica, 49(6), 1417-1426.
Nuryaman, N. (2015). The Influence of Intellectual Capital on The Firm's Value with The Financial Performance as Intervening Variable. Procedia - Social and Behavioral Sciences, 211, 292-298.
Ozkan, N., Cakan, S., & Kayacan, M. (2017). Intellectual capital and financial performance: A study of the Turkish Banking Sector. Borsa Istanbul Review, 17(3), 190-198.
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, 46-77.
Saddam, S. Z. (2020). The Motivation of Intellectual Capital on Fir s Financial Performance: Analysis on Financial Sector in Malaysia. International Journal of Academic Research in Accounting, Finance and Management Sciences, 10.
Sardo, F., & Serrasqueiro, Z. (2018). Intellectual capital, growth opportunities, and financial performance in European firms: Dynamic panel data analysis. Journal of Intellectual Capital, 19(4), 747-767.
Soetanto, T., & Liem Pei, F. (2019). Intellectual capital in Indonesia: dynamic panel approach. Journal of Asia Business Studies, 13(2), 240-262. doi:10.1108/JABS-02-2018-0059
Sulanjaku, M. (2014). The Contribution of Skandia Navigator in Intangibles Measurements. SSRN Electronic Journal.
Sumedrea, S. (2013). Intellectual Capital and Firm Performance: A Dynamic Relationship in Crisis Time. Procedia Economics and Finance, 6, 137-144. doi:10.1016/s2212-5671(13)00125-1
Tan, H., Plowman, D., & Hancock, P. (2008). The evolving research on intellectual capital. Journal of Intellectual Capital, 9, 585-608.
Tran Dai, B., & Vo Duc, H. (2018). Should bankers be concerned with Intellectual capital? A study of the Thai banking sector. Journal of Intellectual Capital, 19(5), 897-914.
Tran, D. B., & Vo, D. H. (2018). Should bankers be concerned with Intellectual capital? A study of the Thai banking sector. Journal of Intellectual Capital, 19(5), 897-914.
Tran Ngoc, P., Van Loan, T.-H., & Vo Duc, H. (2020). The nexus between corporate governance and intellectual capital in Vietnam. Jorunal of Asia Business Studies.
Ullah, S., Akhtar, P., & Zaefarian, G. (2018). Dealing with endogeneity bias: The generalized method of moments (GMM) for panel data. Industrial Marketing Management, 71, 69-78.
Vishnu, S., & Gupta, V. (2014). Intellectual capital and performance of pharmaceutical firms in India. Journal of Intellectual Capital, 15.
Wintoki, M. B., Linck, J. S., & Netter, J. M. (2012). Endogeneity and the dynamics of internal corporate governance. Journal of Financial Economics, 105(3), 581-606. Retrieved from https://EconPapers.repec.org/RePEc:eee:jfinec:v:105:y:2012:i:3:p:581-606
Xu, J., & Wang, B. (2018). Intellectual Capital, Financial Performance and Companies’ Sustainable Growth: Evidence from the Korean Manufacturing Industry. Sustainability, 10(12), 4651.
Zeghal, D., & Maaloul, A. (2010). Analysing value added as an indicator of intellectual capital and its consequences on company performance. Journal of Intellectual Capital, 11(1), 39-60.
Zhang, H.-F. (2021). Iterative GMM for partially linear single-index models with partly endogenous regressors. Computational Statistics & Data Analysis, 156, 107145.

In-Text Citation: (Saddam & Jaafar, 2021)
To Cite this Article: Saddam, S. Z., & Jaafar, M. N. (2021). A Systematic Review of Literature on Reverse-Causality Relationship between Intellectual Capital and Firm’s Financial Performance?: Dynamic Panel Approach. International Journal of Academic Research in Business and Social Sciences, 11(1), 338-349.