Intellectual Capital and Company Performance Moderated by Board of Directors Characteristics

Authors

  • Berlynn Fayola Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia
  • Morgan Fu Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia
  • Arief Rijanto Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia
  • nany chandra marsetio Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia https://orcid.org/0009-0000-7809-0382

DOI:

https://doi.org/10.22219/jrak.v14i3.28445

Keywords:

Board Characteristics, Company Performance, Corporate Governance, Intellectual Capital

Abstract

Purpose: This study aims to determine the effect of intellectual capital (IC) on company performance. In addition, this study also examines the role of board characteristics as moderation of intellectual capital on firm performance.

Methodology/approach: The sample consists of 140 non-financial companies listed on IDX during 2015–2019. The data analysis technique used in this research is panel data regression analysis.

Findings: The results show that intellectual capital is able to affect the company's performance on ROA, ROE, and TQ. Board characteristics through the Education Level and Board Size proxy are found to not be fully capable of moderating the relationship between IC and firm performance, while the gender proxy is found to be unable to moderate the relationship between IC and company performance.

Practical implications: The efficiency of intellectual capital can have an impact on improving the company's performance. The characteristics of the board become an important factor that strengthens the influence of IC on improving the company's performance.

Originality/value: The research contribution is measuring the effect of IC on market-based company performance. Furthermore, adding the effects of corporate governance that are measured by board characteristics as moderating variables strengthens the relationship between IC and company performance.

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Author Biographies

Berlynn Fayola, Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia

Sekolah Bisnis dan Ekonomi

Morgan Fu, Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia

Sekolah Bisnis dan Ekonomi

Arief Rijanto, Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia

Sekolah Bisnis dan Ekonomi

nany chandra marsetio, Sekolah Bisnis dan Ekonomi, Universitas Prasetiya Mulya, BSD City Kavling Edutown, Kabupaten Tangerang, Banten, Indonesia

Sekolah Bisnis dan Ekonomi

References

Al-Juaidi, O. E. M. (2020). Impact of Characteristics of Directors on Intellectual Capital Performance for Banks Listed in Gulf Markets. International Journal of Innovation, Creativity and Change, 14(2), 602-624.

Al-Musali, M. A. K. M., & Ku Ismail, K. N. I. (2015). Board diversity and intellectual capital performance: The moderating role of the effectiveness of board meetings. Accounting Research Journal, 28(3), 268–283. https://doi.org/10.1108/ARJ-01-2014-0006

Belkaoui, A. R. (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. https://doi.org/10.1108/14691930310472839

Berezinets, I., Garanina, T., & Ilina, Y. (2016). Intellectual capital of a board of directors and its elements: Introduction to the concepts. Journal of Intellectual Capital, 17(4), 632–653. https://doi.org/10.1108/JIC-01-2016-0003

Boadi, I., & Osarfo, D. (2019). Diversity and return: The impact of diversity of board members’ education on performance. Corporate Governance: The International Journal of Business in Society, 19(4), 824–842. https://doi.org/10.1108/CG-01-2019-0017

Chairunissa, C., & Dewi, R. R. (2015). Pengaruh Intellectual Capital Terhadap Kinerja Keuangan Perusahaan Dan Penilaian Pasar Dengan Corporate Governance Sebagai Variabel Moderasi. Jurnal Akuntansi Trisakti, 2(2), 87-102.

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. https://doi.org/10.1108/14691930510592771

Chung, K. H., & Pruitt, S. W. (1994). A simple approximation of Tobin's q. Financial management, 23, 70-74.

Dalwai, T., & Mohammadi, S. S. (2020). Intellectual capital and corporate governance: an evaluation of Oman's financial sector companies. Journal of Intellectual Capital, 21(6), 2020. https://doi.org/10.2307/3665623

Edi, E., & Felicia, F. (2022). Analisis Pengaruh Tata Kelola Perusahaan Terhadap Kinerja Perusahaan yang Terdaftar di Bursa Efek Indonesia Periode 2016-2020. Jesya (Jurnal Ekonomi dan Ekonomi Syariah), 5(1), 613-624. DOI: 10.36778/jesya.v5i1.597

Ghozali, I. (2018). Aplikasi analisis multivariate dengan program IBM SPSS 25.

Gitman, L. and Zutter, C. (2015), Principles of Managerial Finance (14th Edition). Boston: Pearson Education,Inc.

Gujarati, D. N., & Porter, D. C. (2009). Basic Econometric 5th Edition. McGraw –Hill: New York

Hambrick, D. C., & Mason, P. A. (1984). Upper Echelons: The Organization as a Reflection of Its Top Managers. The Academy of Management Review, 9(2), 193–206. https://doi.org/10.2307/258434

Hamdan, A. M., Buallay, A. M., & Alareeni, B. A. (2017). The moderating role of corporate governance on the relationship between intellectual capital efficiency and firm's performance: evidence from Saudi Arabia. International Journal of Learning and Intellectual Capital, 14(4), 295-318. DOI: 10.1504/IJLIC.2017.087377

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

Hariadi, S., & Waikabu, I. S. S. (2021). Efek Moderasi Kualitas Tata Kelola Perusahaan Dari Pengaruh Modal Intelektual dan Pengungkapan Tanggung Jawab Sosial Perusahaan terhadap Kinerja Pasar. Jurnal Akuntansi Dan Manajemen, 18(02), 82–90. https://doi.org/10.36406/jam.v18i02.400

Hatane, S. E., & Sastrawati, W. (2017). Board structures dan value-added intellectual capital: Studi kasus pada industri barang konsumsi dan perdagangan Indonesia. Jurnal Akuntansi Dan Keuangan, 19(1), 24-36. DOI: 10.9744/jak.19.1.24-36

Holland, J. (2001). Financial institutions, intangibles and corporate governance. Accounting, Auditing & Accountability Journal, 14(4),497–529. https://doi.org/10.1108/EUM0000000005871

Keenan, J., & Aggestam, M. (2001). Corporate Governance and Intellectual Capital: Some conceptualisations. Corporate Governance: An International Review, 9(4), 259–275.

Lestari, H. S. (2017). Pengaruh intellectual capital terhadap kinerja perusahaan asuransi di indonesia. Jurnal Manajemen, 21(3), 491-509. https://doi.org/10.24912/jm.v21i3.264

Leys, C., Ley, C., Klein, O., Bernard, P., & Licata, L. (2013). Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median. Journal of Experimental Social Psychology, 49(4), 764–766. https://doi.org/10.1016/j.jesp.2013.03.013

Lubis, R. H., & Ovami, D. C. (2020). Pengaruh Modal Intelektual Terhadap Kinerja Keuangan. Jurnal Riset Akuntansi dan Bisnis, 20(1), 61-66. http://dx.doi.org/10.30596%2Fjrab.v20i1.4951

Nadeem, M., Farooq, M. B., & Ahmed, A. (2019). Does female representation on corporate boards improve intellectual capital efficiency?. Journal of Intellectual Capital, 20(5), 680-700. https://doi.org/10.1108/JIC-01-2019-0007

Oktaviana, A. R., & Setiawan, D. (2022). Board Characteristics and Intellectual Capital in Islamic Banks: Evidence from Indonesia, Malaysia and Bangladesh. Falah: Jurnal Ekonomi Syariah, 7(1), 1-12. https://doi.org/10.22219/jes.v7i1.19900

Pulic, A. (1998), “Measuring the performance of intellectual potential in the knowledge economy”, The 2nd World Congress on the Management of Intellectual Capital, Hamilton, ON, 21-23 January.

Pulic, A. (2000) “VAIC-an accounting tool for IC Management,” International Journal of Technology Management, 20 (5-8), 702-14.

Putri, W. E. (2020). Pengaruh Board Directors Diversity Terhadap Nilai Perusahaan dalam Perspektif Corporate Governance. Jurnal Riset Akuntansi Dan Keuangan, 8(2), 307–318. https://doi.org/10.17509/jrak.v8i2.21825

Rankin, M., Ferlauto, K., McGowan, S. & Stanton, P. (2017). Contemporary issues in accounting (2nd ed.). Australia : Wiley Global Education.

IQ, S. P. C. (2022). S&P Capital IQ Database. Diakses pada Maret 31, 2022, dari https://www.capitaliq.com/.

Sardo, F. and Serrasqueiro, Z. (2018a). Intellectual capital, growth opportunities, and financial performance in European firms: Dynamic panel data analysis. Journal of Intellectual Capital, 19 (4), 747-767. https://doi.org/10.1108/JIC-07-2017-0099

Sardo, F., Serrasqueiro, Z., & Alves, H. (2018b). On the relationship between intellectual capital and financial performance: A panel data analysis on SME hotels. International Journal of Hospitality Management, 75, 67-74. https://doi.org/10.1016/j.ijhm.2018.03.001

Shahzad, F., Baig, M. H., 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

Sharma, S., Durand, R. M., & Gur-Arie, O. (1981). Identification and analysis of moderator variables. Journal of marketing research, 18(3), 291-300. https://doi.org/10.1177/002224378101800303

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., & 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

Tejedo-Romero, F., Rodrigues, L. L., & Craig, R. (2017). Women directors and disclosure of intellectual capital information. European Research on Management and Business Economics, 23(3), 123-131. https://doi.org/10.1016/j.iedeen.2017.06.003

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

Virgandhie, A., Rizkia, H., Rijanto, A., & Yuliati, R. (2021). Pengaruh Modal Intelektual terhadap Kinerja Perusahaan pada Perusahaan yang Terdaftar di Bursa Efek Indonesia. Jurnal Ekonomi, Manajemen dan Perbankan (Journal of Economics, Management and Banking), 3(2), 67-79. http://dx.doi.org/10.35384/jemp.v3i2.203

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

Wijayani, D. R. (2017). Pengaruh intellectual capital terhadap kinerja keuangan perusahaan publik di indonesia (Studi Empiris Pada Perusahaan Manufaktur Di BEI 2012-2014). Jurnal Riset Akuntansi dan Bisnis Airlangga, 2(1). http://dx.doi.org/10.31093/jraba.v2i1.23

Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th Edition). Cengage Learning US. http://dx.doi.org/10.35384/jemp.v3i2.203

Xu, J. and Li, J. (2022). The interrelationship between intellectual capital and firm performance: evidence from China's manufacturing sector. Journal of Intellectual Capital, 23 (2), 313-341. https://doi.org/10.1108/JIC-08-2019-0189

Yao, H.X., Haris, M., Tariq, G., Javaid, H.M. and 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

Zakaria, A., Suherman, S., Buchdadi, A. D., Rahmayanti, S. A., & Siregar, M. E. S. (2021). Do Gender and Education Matter for Company Financial Performance? Evidence from Indonesian Companies. Jurnal Manajemen Dan Kewirausahaan, 9(1), 14.

Published

2024-09-26