Does Intellectual Capital Influence Firm's Financial Performance in Bangladesh?

Authors

  • Md. Sohel Rana Nawab Siraj-Ud-Dowla Govt. College
  • Syed Zabid Hossain University of Rajshahi

DOI:

https://doi.org/10.33423/jabe.v26i5.7354

Keywords:

business, economics, intellectual capital, firm performance, financial companies, non-financial companies, Bangladesh

Abstract

This paper aimed to find the effects of intellectual capital and its components on firms’ financial performance in Bangladesh. A sample of 100 firms comprised of 48 manufacturing, 21 services, and 31 banking companies was studied for five years from 2017 to 2021, setting 500 firm-year observations. Data was collected purposively from secondary sources, such as annual reports of sampled companies. The robust fixed-effect regression model using STATA 14.2 software was applied to test the hypothesis due to autocorrelation and heteroscedasticity problems. The regression results documented that overall IC, human capital efficiency (HCE), and capital employed efficiency (CEE) positively and significantly enhanced the ROA and ROE of the firms. However, structural capital efficiency (SCE) and relational capital efficiency (RCE) negatively and insignificantly influenced the same. The study contributes to resource-based theory using econometric methods to extend the samples of both financial and non-financial companies. This study helps investors, managers, policy-makers, governments, and accounting regulatory bodies regarding the utilization pattern of invisible and tangible resources in Bangladeshi firms.

References

Ahmed, Z.N., & Hussin, M.R.A. (2024). The effect of intellectual capital efficiency on Malaysian firm performance: A dynamic panel estimation. Management and Accounting Review, 23. https://doi.org/10.24191/MAR.V23i01-03

Alharbi, A.A. (2023). The impact of intellectual capital on firm performance a study of firms in Saudi Arabia. Scientific Journal for Financial and Commercial Studies and Research, Faculty of Commerce, Damietta University, 4(1), 31.

Arifin, J., Astuti, E.S., & Arifin, Z. (2014). The influence of corporate governance, intellectual capital on financial performance and firm value of bank sub-sector campanies listed at Indonesia Stock Exchange in Period 2008- 2012. European Journal of Business and Management, 10.

Ayinaddis, S.G., Tegegne, H.G., & Belay, N.A. (2024). Does intellectual capital efficiency measured by modified value-added intellectual coefficient affect the financial performance of insurance companies in Ethiopia? PLOS ONE, 19(1), e0295321. https://doi.org/10.1371/journal.pone.0295321

Bailey, N., Kapetanios, G., & Pesaran, M.H. (2016). Exponent of cross-sectional dependence: Estimation and inference. Journal of Applied Econometrics, 31(6), 929–960. https://doi.org/10.1002/jae.2476

Bansal, S., Garg, I., Jain, M., & Yadav, A. (2023). Improving the performance/competency of small and medium enterprises through intellectual capital. Journal of Intellectual Capital, 24(3), 830–853. https://doi.org/10.1108/JIC-07-2021-0189

Barak, M., & Sharma, R.K. (2023). Investigating the impact of intellectual capital on the sustainable financial performance of private sector banks in India. Sustainability, 15(2), 1451. https://doi.org/10.3390/su15021451

Barak, M., & Sharma, R.K. (2024). Analyzing the impact of intellectual capital on the financial performance: A comparative study of Indian public and private sector banks. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-024-01901-4

Buallay, A., Cummings, R., & Hamdan, A. (2019). Intellectual capital efficiency and bank’s performance: A comparative study after the global financial crisis. Pacific Accounting Review, 31(4), 672–694. https://doi.org/10.1108/PAR-04-2019-0039

Buallay, A., & Hamdan, A. (2019). The relationship between corporate governance and intellectual capital: The moderating role of firm size. International Journal of Law and Management, 61(2), 384–401. https://doi.org/10.1108/IJLMA-02-2018-0033

Celenza, D., & Rossi, F. (2013). Ownership concentration, intellectual capital, and firm performance: Evidence from Italy. China-USA Business Review, 12(12).

Chowdhury, L.A.M., Rana, T., Akter, M., & Hoque, M. (2018). Impact of intellectual capital on financial performance: Evidence from the Bangladeshi textile sector. Journal of Accounting & Organizational Change, 14(4), 429–454. https://doi.org/10.1108/JAOC-11-2017-0109

Chowdhury, L.A.M., Rana, T., & Azim, M.I. (2019). Intellectual capital efficiency and organisational performance: In the context of the pharmaceutical industry in Bangladesh. Journal of Intellectual Capital, 20(6), 784–806. https://doi.org/10.1108/JIC-10-2018-0171

Chudik, A., & Pesaran, M.H. (2013). Common Correlated Effects Estimation of Heterogeneous Dynamic Panel Data Models with Weakly Exogenous Regressors. Center for Economic Studies and Ifo Institute (CESifo), CESifo Working Paper (4232). Retrieved from hdl.handle.net/10419/74513

Corrado, C., Haskel, J., Jona-Lasinio, C., & Iommi, M. (2018). Intangible investment in the EU and US before and since the Great Recession and its contribution to productivity growth. Journal of Infrastructure, Policy and Development, 2(1), 11. https://doi.org/10.24294/jipd.v2i1.205

Dey, R.K., Hossain, S.Z., & Rahman, R.A. (2018). Effect of Corporate Financial Leverage on Financial Performance: A Study on Publicly Traded Manufacturing Companies in Bangladesh. Asian Social Science, 14(12), 124. https://doi.org/10.5539/ass.v14n12p124

Dhaka Stock Exchange. (2022). Monthly Review, November 2022. PR & Publication Department, Dhaka Stock Exchange, 37(11). Retrieved from https://www.dsebd.org/assets/pdf/Mreview_November%202022.pdf

Dougherty, C. (2011). Introduction to econometrics (4th ed). Oxford University Press.

Dženopoljac, V., Janoševic, S., & Bontis, N. (2016). Intellectual capital and financial performance in the Serbian ICT industry. Journal of Intellectual Capital, 17(2), 373–396. https://doi.org/10.1108/JIC-07-2015-0068

Edvinsson, L., & Sullivan, P. (1996). Developing a model for managing intellectual capital. European Management Journal, 14(4), 356–364. https://doi.org/10.1016/0263-2373(96)00022-9

Engström, T.E.J., Westnes, P., & Furdal Westnes, S. (2003). Evaluating intellectual capital in the hotel industry. Journal of Intellectual Capital, 4(3), 287–303. https://doi.org/10.1108/14691930310487761

Finance Division. (2023). Bangladesh Economic Review 2023. Ministry of Finance, Government of the People’s Republic of Bangladesh. Retrieved from https://mof.portal.gov.bd/site/page/28ba57f5-59ff-4426-970a-bf014242179e/Bangladesh-Economic-Review-2023

Ge, F., & Xu, J. (2021). Does intellectual capital investment enhance firm performance? Evidence from pharmaceutical sector in China. Technology Analysis & Strategic Management, 33(9), 1006–1021. https://doi.org/10.1080/09537325.2020.1862414

Gubela, R.M., Graffius, M., Felden, B., & Wolff, S. (2023). Disentangling owners’ emotional determinants of the first-offer price for valuating small and medium-sized enterprises. Journal of Small Business Management, pp. 1–40. https://doi.org/10.1080/00472778.2023.2188548

Gujarati, D.N., & Porter, D.C. (2009). Basic econometrics (5. ed). McGraw-Hill Irwin.

Hamdan, A. (2018). Intellectual capital and firm performance: Differentiating between accounting-based and market-based performance. International Journal of Islamic and Middle Eastern Finance and Management, 11(1), 139–151. https://doi.org/10.1108/IMEFM-02-2017-0053

Haris, M., Yao, H., Tariq, G., Malik, A., & Javaid, H. (2019). Intellectual Capital Performance and Profitability of Banks: Evidence from Pakistan. Journal of Risk and Financial Management, 12(2), 56. https://doi.org/10.3390/jrfm12020056

Hasan, R., & Miah, M.D. (2018). Intellectual capital and firm performance: Evidence from the financial sector in Bangladesh. Int. J. Accounting and Finance, 8(2), 133–150.

Hossain, S.Z., & Rana, Md.S. (2024). Effects of Ownership Structure on Intellectual Capital: Evidence from Publicly Listed Banks in Bangladesh. Journal of Risk and Financial Management, 17(6), 222. https://doi.org/10.3390/jrfm17060222

Hsieh, C.-H., Ting, I.W.K., Asif, J., & Le, H.T.M. (2019). The role of controlling shareholders in determining investments of intellectual capital among Taiwanese semiconductor companies. Journal of Intellectual Capital, 21(1), 62–86. https://doi.org/10.1108/JIC-05-2019-0091

Iazzolino, G., & Laise, D. (2013). Value added intellectual coefficient (VAIC): A methodological and critical review. Journal of Intellectual Capital, 14(4), 547–563. https://doi.org/10.1108/JIC-12-2012-0107

Islam, M.N., Hossain, S.Z., & Sayaduzzaman, M. (2024). Nexus between corporate governance disclosure and firm performance: A study on the Bangladeshi pharmaceutical companies. International Journal of Research in Business and Social Science (2147-4478), 13(1), 303–313. https://doi.org/10.20525/ijrbs.v13i1.3175

Jardon, C.M., & Martinez-Cobas, X. (2021). Measuring intellectual capital with financial data. PLOS ONE, 16(5), e0249989. https://doi.org/10.1371/journal.pone.0249989

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. https://doi.org/10.1108/14691931311323887

Kasoga, P.S. (2020). Does investing in intellectual capital improve financial performance? Panel evidence from firms listed in Tanzania DSE. Cogent Economics & Finance, 8(1), 1802815. https://doi.org/10.1080/23322039.2020.1802815

Lehenchuk, S., Zeytinoglu, E., Hrabchuk, I., Zhalinska, I., & Oleksich, Z. (2023). Nexus Between Intellectual Capital, Financial Performance and Sustainable Growth: Evidence from the Turkish ICT Industry. Marketing and Management of Innovations, 14(2), 152–162. https://doi.org/10.21272/mmi.2023.2-14

Lu, Y., Li, G., Luo, Z., Anwar, M., & Zhang, Y. (2021). Does Intellectual Capital Spur Sustainable Competitive Advantage and Sustainable Growth?: A Study of Chinese and Pakistani Firms. SAGE Open, 11(1), 215824402199670. https://doi.org/10.1177/2158244021996702

Maji, S.G., & Goswami, M. (2017). Intellectual capital and firm performance in India: A comparative study between original and modified value added intellectual coefficient model. Int. J. Learning and Intellectual Capital, 14(1), 14.

Maniruzzaman, M., Hossain, S.Z., & Sayaduzzaman, M. (2024). Ownership concentration and corporate financial performance: A study on listed manufacturing companies in Bangladesh. The Cost and Management, 51(6), 12–22.

Mohapatra, S., Jena, S.K., Mitra, A., & Tiwari, A.K. (2019). Intellectual capital and firm performance: Evidence from Indian banking sector. Applied Economics, 51(57), 6054–6067. https://doi.org/10.1080/00036846.2019.1645283

Möller, K., Gamerschlag, R., & Guenther, F. (2011). Determinants and effects of human capital reporting and controlling. Journal of Management Control, 22(3), 311–333. https://doi.org/10.1007/s00187-011-0138-3

Mutuc, E.B., & Cabrilo, S. (2022). Corporate social responsibility, intellectual capital and financial performance: Evidence from developed and developing Asian economies. Review of Managerial Science, 16(4), 1227–1267. https://doi.org/10.1007/s11846-022-00542-8

Nabi, M.N., Gao, Q., Rahman, M.T., Britton, S.O., & Islam, M.M. (2020). intellectual capital and corporate performance: Evidence from banking industry of Bangladesh. International Journal of Human Resource Studies, 10(1), 234. https://doi.org/10.5296/ijhrs.v10i1.16146

Nadeem, M., Dumay, J., & Massaro, M. (2019). If you can measure it, you can manage it: A case of intellectual capital. Australian Accounting Review, 29(2), 395–407. https://doi.org/10.1111/auar.12227

Nadeem, M., Gan, C., & Nguyen, C. (2018). The importance of intellectual capital for firm performance: Evidence from Australia. Australian Accounting Review, 28(3), 334–344. https://doi.org/10.1111/auar.12184

Nimtrakoon, S. (2015). The relationship between intellectual capital, firms’ market value and financial performance: Empirical evidence from the ASEAN. Journal of Intellectual Capital, 16(3), 587–618. https://doi.org/10.1108/JIC-09-2014-0104

Ousama, A.A., & Fatima, A.H. (2015). Intellectual capital and financial performance of Islamic banks. International Journal of Learning and Intellectual Capital, 12(1), 16. https://doi.org/10.1504/IJLIC.2015.067822

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. https://doi.org/10.1016/j.bir.2016.03.001

Pulic, A. (2000). VAICTM an accounting tool for IC management. International Journal of Technology Management, 20(5/6/7/8), 702. https://doi.org/10.1504/IJTM.2000.002891

Rana, Md.S., & Hossain, S.Z. (2023). Intellectual capital valuation of DSE-listed non-financial companies in Bangladesh. Archives of Business Research, 11(10), 129–144. https://doi.org/10.14738/abr.1110.15468

Razafindrambinina, D., & Anggreni, T. (2011). Intellectual Capital and Corporate Financial Performance of Selected Listed Companies in Indonesia. 48(1), 17.

Shah, S.Q.A., Lai, F.W., Tahir, M., Shad, M.K., Hamad, S., & Ali, S.E.A. (2024). Intellectual capital and financial performance: Does board size and independent directors matter? An empirical enquiry. Journal of Islamic Accounting and Business Research, ahead-of-print(ahead-of-print). https://doi.org/10.1108/JIABR-02-2023-0043

Shahzad, F., Hussain Baig, M., Rehman, I.U., Latif, F., & Sergi, B.S. (2019). What drives the impact of women directors on firm performance? Evidence from intellectual capital efficiency of US listed firms. Journal of Intellectual Capital, 21(4), 513–530. https://doi.org/10.1108/JIC-09-2019-0222

Sidharta, I., & Affandi, A. (2016). The Empirical Study on Intellectual Capital Approach toward Financial Performance on Rural Banking Sectors in Indonesia. 6(3), 7.

Smriti, N., & Das, N. (2018). The impact of intellectual capital on firm performance: A study of Indian firms listed in COSPI. Journal of Intellectual Capital, 19(5), 935–964. https://doi.org/10.1108/JIC-11-2017-0156

Soewarno, N., & Ramadhan, A.H.A. (2020). The effect of ownership structure and intellectual capital on firm value with firm performance as an intervening variable. International Journal of Innovation, 10(12), 22.

Soewarno, N., & Tjahjadi, B. (2020). Measures that matter: An empirical investigation of intellectual capital and financial performance of banking firms in Indonesia. Journal of Intellectual Capital, 21(6), 1085–1106. https://doi.org/10.1108/JIC-09-2019-0225

Sohel Rana, Md., & Hossain, S.Z. (2023). intellectual capital, firm performance, and sustainable growth: A study on DSE-listed nonfinancial companies in Bangladesh. Sustainability, 15(9), 7206. https://doi.org/10.3390/su15097206

Ståhle, P., Ståhle, S., & Aho, S. (2011). Value added intellectual coefficient (VAIC): A critical analysis. Journal of Intellectual Capital, 12(4), 531–551. https://doi.org/10.1108/14691931111181715

Stewart, T.A. (1997). Intellectual Capital: The new wealth of organization. Doubleday.

Sukirman, A.S., & Dianawati, W. (2023). Green intellectual capital and financial performance: The moderate of family ownership. Cogent Business & Management, 10(1), 2200498. https://doi.org/10.1080/23311975.2023.2200498

Tjahjadi, B., Soewarno, N., Sutarsa, A.A.P., & Jermias, J. (2024). Effect of intellectual capital on organizational performance in the Indonesian SOEs and subsidiaries: Roles of open innovation and organizational inertia. Journal of Intellectual Capital, ahead-of-print(ahead-of-print). https://doi.org/10.1108/JIC-06-2023-0140

Tong, Y., & Saladrigues, R. (2023). The influence of intellectual capital on the financial performance of Spanish new firms. Montenegrin Journal of Economics, 19(2), 179–188. https://doi.org/10.14254/1800-5845/2023.19-2.15

Tran, N.P., Van, L.T.-H., & Vo, D.H. (2020). The nexus between corporate governance and intellectual capital in Vietnam. Journal of Asia Business Studies, 14(5), 637–650. https://doi.org/10.1108/JABS-01-2020-0007

Tseng, C.-Y., & James Goo, Y.-J. (2005). Intellectual capital and corporate value in an emerging economy: Empirical study of Taiwanese manufacturers. R and D Management, 35(2), 187–201. https://doi.org/10.1111/j.1467-9310.2005.00382.x

Vaz, C.R., & Rocha, P.R.Z. (2015). Measurement Models of Intellectal Capital for the Decision Making and Performance Variables. Global Journal of Management and Business Research: G Interdisciplinary, 15(1), 9.

Veltri, S., & Silvestri, A. (2011). Direct and indirect effects of human capital on firm value: Evidence from Italian companies. Journal of Human Resource Costing & Accounting, 15(3), 232–254. https://doi.org/10.1108/14013381111178596

Vetchagool, W. (2022). The effect of intellectual capital on firm profitability and efficiency: Evidence from Thai listed companies in the agriculture and food industry. Asia Social Issues, 16(1), e253049. https://doi.org/10.48048/asi.2023.253049

Vishnu, S., & Kumar Gupta, V. (2014). Intellectual capital and performance of pharmaceutical firms in India. Journal of Intellectual Capital, 15(1), 83–99. https://doi.org/10.1108/JIC-04-2013-0049

Vo, D.H., & Tran, N.P. (2021). Intellectual capital and bank performance in Vietnam. Managerial Finance, 47(8), 1094–1106. https://doi.org/10.1108/MF-03-2020-0143

Wang, Z., Cai, S., Liang, H., Wang, N., & Xiang, E. (2021). Intellectual capital and firm performance: The mediating role of innovation speed and quality. The International Journal of Human Resource Management, 32(6), 1222–1250. https://doi.org/10.1080/09585192.2018.1511611

Weqar, F., & Haque, S.M.I. (2022). The influence of intellectual capital on Indian firms’ financial performance. International Journal of Learning and Intellectual Capital, 19(2), 169. https://doi.org/10.1504/IJLIC.2022.121249

Weqar, F., Khan, A.M., & Haque, S.M.I. (2020). Exploring the effect of intellectual capital on financial performance: A study of Indian banks. Measuring Business Excellence, 24(4), 511–529. https://doi.org/10.1108/MBE-12-2019-0118

Wernerfelt, B. (1984). A resource-based view of the firm. Strategic Management Journal, 5(2), 171–180.

Xu, J., & Liu, F. (2020). Nexus between intellectual capital and financial performance: An investigation of Chinese manufacturing industry. Journal of Business Economics and Management, 22(1), 217–235. Https://Doi.Org/10.3846/Jbem.2020.13888

Xu, J., & Wang, B. (2018). Intellectual capital, financial performance and companies’ sustainable growth: Evidence from the Korean manufacturing industry. Sustainability, 10(12), 4651. https://doi.org/10.3390/su10124651

Xu, J., & Zhang, Y. (2021). Does intellectual capital measurement matter in financial performance? An investigation of Chinese agricultural listed companies. Agronomy, 11(9), 1872. https://doi.org/10.3390/agronomy11091872

Yao, H., Haris, M., Tariq, G., Javaid, H.M., & Khan, M.A.S. (2019). intellectual capital, profitability, and productivity: Evidence from Pakistani financial institutions. Sustainability, 11(14), 3842. https://doi.org/10.3390/su11143842

Yousaf, M. (2022). Intellectual capital and firm performance: Evidence from certified firms from the EFQM excellence model. Total Quality Management & Business Excellence, 33(13–14), 1472–1488. https://doi.org/10.1080/14783363.2021.1972800

Zerenler, M., & Gozlu, S. (2008). Impact of intellectual capital on exportation performance: Research on the Turkish automotive supplier industry. Journal of Transnational Management, 13(4), 318–341. https://doi.org/10.1080/15475770802561680

Zheng, Y., Rashid, Md.H.U., Siddik, A.B., Wei, W., & Hossain, S.Z. (2022). Corporate social responsibility disclosure and firm’s productivity: Evidence from the banking industry in Bangladesh. Sustainability, 14(10), 6237. https://doi.org/10.3390/su14106237

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Published

2024-11-13

How to Cite

Rana, M. S., & Hossain, S. Z. (2024). Does Intellectual Capital Influence Firm’s Financial Performance in Bangladesh?. Journal of Applied Business and Economics, 26(5). https://doi.org/10.33423/jabe.v26i5.7354

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