Analisis Pengaruh Intellectual Capital terhadap Financial Performance Perusahaan Energi di Indonesia
DOI:
https://doi.org/10.30588/jmp.v14i1.1266Keywords:
Intangible asset, Intellectual capital, Energy Sector, Company Performance, Relational Capital Efficiency (RCE)Abstract
This study was conducted to determine the effect of intellectual capital on the financial performance of Indonesian companies engaged in the energy sector. This study is a causal-comparative study with company performance as the dependent variable, and intellectual capital efficiency (ICE) as the independent variable consisting of human capital efficiency (HCE), structural capital efficiency (SCE), relational capital efficiency (RCE), and capital employed efficiency (CEE). This study also uses two control variables, i.e. leverage and size. The sample studied was 21 Indonesian companies listed in the energy sector on the Indonesia Stock Exchange (IDX) which were obtained through the purposive sampling method. This study uses secondary data in the form of the company's annual financial reports for five years (2016-2020). The data were analyzed using the panel data regression analysis method, and the results of the analysis found that the independent variable that had a significant and positive effect on company performance was relational capital efficiency (RCE) while the influence of other variables was found to be insignificant.
References
Al-Musali, M. A., & Ku Ismail, K. N. I. (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. https://doi.org/10.1108/IMEFM-03-2015-0029
Asiaei, K., Barani, O., Bontis, N., & Arabahmadi, M. (2020). Unpacking the black box: How intrapreneurship intervenes in the intellectual capital-performance relationship? Journal of Intellectual Capital, 21(6), 809–834. https://doi.org/10.1108/JIC-06-2019-0147
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. M., Reyad, S., Badawi, S., & Madbouly, A. (2020). The efficiency of GCC banks: The role of intellectual capital. European Business Review, 32(3), 383–404. https://doi.org/10.1108/EBR-04-2019-0053
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 and 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
Cooper, D. R., & Schindler, P. S. (2014). Business Research Methods. (12th ed.). McGraw-Hill/Irwin.
Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approaches. (4th ed.; V. Knight, J. Young, K. Koscielak, B. Bauhaus, & M. Markanich, Eds.). Sage Publications, Inc.
Hesniati, H., Margaretha, F., & Kristaung, R. (2019). Intellectual capital, knowledge management, and firm performance in Indonesia. European Journal of Business and Management Research, 4(6), 4–7. https://doi.org/10.24018/ejbmr.2019.4.6.133
Kementerian Energi dan Sumber Daya Mineral. (2021). Ini Strategi Pemerintah di Sektor Energi Menuju Net Zero Emission. (August 11), pp.1–1. Retrieved from https://www.esdm.go.id/id/media-center/arsip-berita/ini-strategi-pemerintah-di-sektor-energi-menuju-net-zero-emission
Kementerian ESDM. (2019). Inovasi Teknologi Kunci Pengembangan EBT Menuju Transisi Energi. (November 13). Retrieved December 8, 2021, from https://ebtke.esdm.go.id/post/2019/11/14/2396/inovasi.teknologi.kunci.pengembangan.ebt.menuju.transisi.energi
Kementerian ESDM. (2021). Diskusi Tantangan Pengembangan Energi Baru Terbarukan di Indonesia. (February 9). Retrieved December 8, 2021, from https://ebtke.esdm.go.id/post/2021/02/10/2791/diskusi.tantangan.pengembangan.energi.baru.terbarukan.di.indonesia
Kengatharan, N. (2019). A knowledge-based theory of the firm: Nexus of intellectual capital, productivity and firms’ performance. International Journal of Manpower, 40(6), 1056–1074. https://doi.org/10.1108/IJM-03-2018-0096
Khalique, M., Hina, K., Ramayah, T., & Shaari, J. A. N. (2020). Intellectual capital in tourism SMEs in Azad Jammu and Kashmir, Pakistan. Journal of Intellectual Capital, 21(3), 333–355. https://doi.org/10.1108/JIC-11-2018-0206
Liu, S., Yu, Q., Zhang, L., Xu, J., & Jin, Z. (2021). Does intellectual capital investment improve financial competitiveness and green innovation performance? Evidence from renewable energy companies in China. Mathematical Problems in Engineering, 2021(1), 1–13. https://doi.org/10.1155/2021/9929202
Meilanova, D. R. (2020). ESDM Ungkap Faktor yang Membuat Pengembangan EBT Masih Mahal. Ekonomi Bisnis.co, September 28. Retrieved December 8, 2021, from https://ekonomi.bisnis.com/read/20200928/44/1297569/esdm-ungkap-faktor-yang-membuat-pengembangan-ebt-masih-mahal
Mohammad, H. S., & Bujang, I. (2019). Performance of Malaysian financial firms: An intellectual capital perspective using MVAIC model. Asian Economic and Financial Review, 9(7), 752–765. https://doi.org/10.18488/journal.aefr.2019.97.752.765
Nadeem, M., Gan, C., & Nguyen, C. (2017). Does intellectual capital efficiency improve firm performance in BRICS economies? A dynamic panel estimation. Measuring Business Excellence, 21(1), 65–85. https://doi.org/10.1108/MBE-12-2015-0055
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. https://doi.org/10.1108/JIABR-06-2016-0071
Ni, Y., Cheng, Y. R., & Huang, P. (2020). Do intellectual capitals matter to firm value enhancement? Evidences from Taiwan. Journal of Intellectual Capital, 22(4), 725–743. https://doi.org/10.1108/JIC-10-2019-0235
Nimtrakoon, S. (2015). The relationship between intellectual capital, firms’ market value and financial performance. Journal of Intellectual Capital, 16(3), 587–618.
Oppong, G. K., Pattanayak, J. K., & Irfan, M. (2019). Impact of intellectual capital on productivity of insurance companies in Ghana: A panel data analysis with System GMM estimation. Journal of Intellectual Capital, 20(6), 763–783. https://doi.org/10.1108/JIC-12-2018-0220
Ousama, A. A., Hammami, H., & Abdulkarim, M. (2020). The association between intellectual capital and financial performance in the Islamic banking industry: An analysis of the GCC banks. International Journal of Islamic and Middle Eastern Finance and Management, 13(1), 75–93. https://doi.org/10.1108/IMEFM-05-2016-0073
Sardo, F., & Serrasqueiro, Z. (2016). An European study of the relationship between firms’ intellectual capital, financial performance, and market value. Journal of Intellectual Capital, 18(4), 771–788. https://doi.org/10.1108/JIC-10-2016-0105
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. https://doi.org/10.1108/JIC-07-2017-0099
Singh, S., Sidhu, J., Joshi, M., & Kansal, M. (2016). Measuring intellectual capital performance of Indian banks: A public and private sector comparison. In Managerial Finance, 42(7), 635–655. https://doi.org/10.1108/MF-08-2014-0211
Singla, H. K. (2020). Does VAIC affect the profitability and value of real estate and infrastructure firms in India? A panel data investigation. Journal of Intellectual Capital, 21(3), 309–331. https://doi.org/10.1108/JIC-03-2019-0053
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
Sugiyono, S. (2013). Metode Penelitian Kuantitatif, Kualitatif, dan Tindakan. Alfabeta.
Ting, I. W. K., Ren, C., Chen, F. C., & Kweh, Q. L. (2020). Interpreting the dynamic performance effect of intellectual capital through a value-added-based perspective. Journal of Intellectual Capital, 21(3), 381–401. https://doi.org/10.1108/JIC-05-2019-0098
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. https://doi.org/10.1108/JIC-12-2017-0185
Tseng, K. A., Lin, C. I., & Yen, S. W. (2015). Contingencies of intellectual capitals and financial capital on value creation: Moderation of business cycles. Journal of Intellectual Capital, 16(1), 156–173. https://doi.org/10.1108/JIC-04-2014-0042
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
Ulum, I., Rizqiyah, R., & Jati, A. W. (2016). Intellectual capital performance: A comparative study between financial and non-financial industry of Indonesian biggest companies. International Journal of Economics and Financial Issues, 6(4), 1436–1439.
Wang, Y., Su, X., Wang, H., & Zou, R. (2019). Intellectual capital and technological dynamic capability: evidence from Chinese enterprises. Journal of Intellectual Capital, 20(4), 453–471. https://doi.org/10.1108/JIC-06-2018-0096
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
Widarjono, A. (2005). Ekonometrika: Teori dan Aplikasi untuk Ekonomi dan Bisnis (1st Ed.). Ekonisia.
Xu, J., & Li, J. (2020). 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
Xu, X. L., & Liu, C. K. (2019). How to keep renewable energy enterprises to reach economic sustainable performance: From the views of intellectual capital and life cycle. Energy, Sustainability and Society, 9(7), 1–10. https://doi.org/10.1186/s13705-019-0187-2
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Shieny Tan Putri, Hesniati Hesniati

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Maksipreneur agree to the following terms:
Authors retain copyright and grant the Jurnal Maksipreneur right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License that allows others to share (copy and redistribute the material in any medium or format) and adapt (remix, transform, and build upon the material) the work for any purpose, even commercially with an acknowledgment of the work's authorship and initial publication in Jurnal Maksipreneur.
Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in Jurnal Maksipreneur. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).