Human capital, structural capital, and relational capital: effects on firm performance in indonesian manufacturing companies (2023–2024)
DOI:
https://doi.org/10.58784/ramp.472Keywords:
firm performance, human capital, relational capital, structural capitalAbstract
This study examines the effect of human capital, structural capital, and relational capital on firm performance in manufacturing companies listed on the Indonesia Stock Exchange (IDX) during the 2023–2024 period. A quantitative approach was applied using multiple linear regression analysis. Using purposive sampling, 70 companies were selected, yielding 140 firm-year observations. The independent variables, human capital, structural capital, and relational capital, were measured using the Modified Value Added Intellectual Coefficient (M-VAIC) approach, while the dependent variable, firm performance, was proxied by Return on Assets (ROA). The results show that human capital has no significant effect on firm performance (t = 0.551, p = 0.583), whereas structural capital (t = 2.337, p = 0.021) and relational capital (t = 2.675, p = 0.008) have a positive and significant effect. The three variables jointly explain 9.5% of the variation in ROA (Adjusted R² = 0.076; F = 4.786, p = 0.003). The findings support Resource-Based Theory by showing that internally developed systems and externally oriented stakeholder relationships are, in this sample and period, more consistently associated with financial performance than human capital alone. Companies are advised to strengthen structural and relational capital as strategic resources while continuing to invest in human capital development to support long-term, sustainable performance.
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Ali, S., Murtaza, G., Hedvicakova, M., Jiang, J., & Naeem, M. (2022). Intellectual capital and financial performance: A comparative study. Frontiers in Psychology, 13, 967820. https://doi.org/10.3389/fpsyg.2022.967820
Asutay, M., & Ubaidillah. (2024). Examining the impact of intellectual capital performance on financial performance in Islamic banks. Journal of the Knowledge Economy, 15, 1231–1263. https://doi.org/10.1007/s13132-023-01114-1
Barney, J. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Barney, J. B., & Clark, D. N. (2007). Resource-based theory: Creating and sustaining competitive advantage. Oxford University Press.
Besir, T. K., & Yuyetta, E. N. A. (2023). Pengaruh komponen intellectual capital terhadap kinerja keuangan pada perusahaan perbankan (Studi pada bank yang terdaftar di Bursa Efek Indonesia tahun 2019–2021). Diponegoro Journal of Accounting, 12(4), 1-15. https://ejournal3.undip.ac.id/index.php/accounting/article/view/41635
Bontis, N. (1998). Intellectual capital: An exploratory study that develops measures and models. Management Decision, 36(2), 63–76. https://doi.org/10.1108/00251749810204142
Farhanah, S., & Susilawati, S. (2022). Pengaruh mekanisme corporate governance dan human capital terhadap kinerja keuangan. Jurnal Akuntansi. https://ejournal.utmj.ac.id/akuntansi/article/view/655
Freeman, R. E. (1994). The politics of stakeholder theory: Some future directions. Business Ethics Quarterly, 4(4), 409–421. https://doi.org/10.2307/3857340
Fuad, H. A., & Nustini, Y. (2022). Pengaruh modified value added intellectual capital (M-VAIC) terhadap kinerja berbasis keuangan dan kinerja berbasis pasar (Studi pada perusahaan farmasi yang terdaftar di Bursa Efek Indonesia tahun 2015–2019). Proceeding of National Conference on Accounting & Finance, 4, 693–705. https://journal.uii.ac.id/NCAF/article/view/22115
Ge, F., & Xu, J. (2021). Does intellectual capital investment enhance firm performance? Evidence from the pharmaceutical sector in China. Technology Analysis & Strategic Management, 33(9), 1006–1021. https://doi.org/10.1080/09537325.2020.1862414
Indriyana, E., & Munawaroh. (2024). Human capital, structural capital, dan capital employed terhadap kinerja keuangan perusahaan manufaktur: Analisis intellectual capital dengan pendekatan value added. Jurnal Akuntansi dan Bisnis Krisnadwipayana, 11(1), 74–85. https://jurnal.unkris.ac.id/index.php/jabk/article/view/75
Nurseha, B. P., Afif, M. N., & Anwar, S. (2024). The effect of human capital efficiency, structural capital efficiency, relational capital efficiency, capital employed efficiency, and rate of growth of intellectual capital on financial performance. The Accounting Journal of BINANIAGA, 9(1). https://tajb.unbin.ac.id/ajb/article/view/49
Skhvediani, A., Koklina, A., Kudryavtseva, T., Guseva, D., & Shtykhno, D. (2023). The impact of intellectual capital on the firm performance of Russian manufacturing companies. Risks, 11(4), 76. https://doi.org/10.3390/risks11040076
Thaib, S., Alam, H. V., & Tui, F. P. D. (2022). Pengaruh human capital, structural capital, dan customer capital terhadap produktivitas perusahaan. Jurnal Ilmiah Manajemen dan Bisnis. 387-396. https://ejurnal.ung.ac.id/index.php/JIMB/article/download/15079/4513
Ulum, I., Ghozali, I., & Purwanto, A. (2014). Intellectual capital performance of Indonesian banking sector: A modified VAIC (M-VAIC) perspective. Asian Journal of Finance & Accounting, 6(2), 103–123. https://doi.org/10.5296/ajfa.v6i2.5246
Vale, J. A. F.L. O., Vale, V. C. F and Lopes, V. S. C. (2021). Intellectual capital efficiency and financial performance in the hotel sector. HomeInternational Journal of Learning and Intellectual CapitalVol. 19(1), 53-71. https://www.inderscienceonline.com/doi/abs/10.1504/IJLIC.2022.119276
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