ANALYSIS OF THE INFLUENCE OF INTELLECTUAL CAPITAL ON FINANCIAL PERFORMANCE IN THE BANKING INDUSTRY IN INDONESIA BASED ON CORE CAPITAL GROUPS
Main Article Content
This study examines influenceintellectual capitalon financial performance in the banking industry in Indonesia based on core capital groups. Intellectual capitalIn this research, Human Capital Efficiency (HCE), Innovation Capital Efficiency (INVCE) and Capital Employed Efficiency (CEE) are used as independent variables. Financial performance in this research uses the NPL, CKPN, CAR, ROA and BOPO ratios as dependent variables. The research sample isdata on intellectual capital, NPL ratio, CKPN, CAR, BOPO and CKPN for 94 (ninety-four) commercial banks in Indonesia as of June 2022 which are divided into 4 (four) groups based on KBMI. There are 62 (sixty-two) KBMI-1 banks, 16 (sixteen) KBMI-2 banks, 12 (twelve) KBMI-3 banks, and 4 (four) KBMI-4 banks. The research period is divided into 2 (two) periods, namely before the Covid-19 pandemic (January 2013 to December 2019) and the Covid-19 pandemic period (January 2020 to June 2022). Data analysis uses regressionmultiple or Multiple Regression Analysiswith the help of Eviews software. The research results showed that in KBMI-1 there were 5 hypotheses accepted and 10 hypotheses rejected in the period before Covid-19, while in the Covid-19 period there were 9 hypotheses accepted and 6 hypotheses rejected. KBMI-2 had 8 accepted hypotheses and 7 rejected hypotheses in the period before Covid-19, while in the Covid-19 period there were 7 accepted hypotheses and 8 rejected hypotheses. KBMI-3 had 10 accepted hypotheses and 5 rejected hypotheses in the pre-Covid-19 period, while in the Covid-19 period there were 9 accepted hypotheses and 6 rejected hypotheses. Finally, in KBMI-4 there were 11 accepted hypotheses and 4 rejected hypotheses in the period before Covid-19, while in the Covid-19 period there were 5 accepted hypotheses and 5 rejected hypotheses
Adesina, K. S. (2019). Bank technical, allocative and cost efficiencies in Africa: The influence of intellectual capital. The North American Journal of Economics and Finance, 48, 419–433. https://doi.org/10.1016/j.najef.2019.03.009
Aritonang, Q. A. S., & Muharam, H. (2012). Pengaruh Intellectual Capital Terhadap Kinerja Keuangan.
Bayraktaroglu, A. E., Calisir, F., & Baskak, M. (2019). Intellectual Capital and Firm Performance: An Extended VAIC Model. Journal of Intellectual Capital, 20(3), 406. https://doi.org/10.1108/JIC-12-2017-0184
Bellucci, M., Marzi, G., Orlando, B., & Ciampi, F. (2021). Journal of Intellectual Capital: A review of emerging themes and future trends. Journal of Intellectual Capital, 22(4), 744–767. https://doi.org/10.1108/JIC-10-2019-0239
Cenciarelli, V. G., Greco, G., & Allegrini, M. (2018). Does intellectual capital help predict bankruptcy? Journal of Intellectual Capital, 19(2), 321–337. https://doi.org/10.1108/JIC-03-2017-0047
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), 1125–1152. https://doi.org/10.1108/JIC-09-2018-0151
Duho, K. C. T. (2020). Intellectual capital and technical efficiency of banks in an emerging market: A slack-based measure. Journal of Economic Studies, 47(7), 1711–1732. https://doi.org/10.1108/JES-06-2019-0295
Edvinsson, L., & Malone, M. (1997). Intellectual Capital: Realizing Your Company’s True Value by Finding Its Hidden Brainpower. Harper Business.
Firer, S., & Mitchell Williams, S. (2003). Intellectual capital and traditional measures of corporate performance. Journal of Intellectual Capital, 4(3), 348–360. https://doi.org/10.1108/14691930310487806
Ghozali, I. (2016). Aplikasi Analisis Multivariate Dengan Program IBM SPSS 23 (8th ed.). Badan Penerbit Universitas Diponegoro.
Guimón, J. (2005). Intellectual capital reporting and credit risk analysis. Journal of Intellectual Capital, 6 (1), 28–42. https://doi.org/10.1108/14691930510574645
Jin, J. Y., & Wang, W. (2020). Determinants and Consequences of Intellectual Capital Efficiency in the U.S. Banking Industry. Theoretical Economics Letters, 10(02), 384–408. https://doi.org/10.4236/tel.2020.102026
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
Kaplan, S., Robert, & Norton, P., David. (1992). The Balanced Scorecard—Measures that Drive Performance. Harvard Bueiness Review. https://hbr.org/1992/01/the-balanced-scorecard-measures-that-drive-performance.
Laing, G., Dunn, J., & Hughes‐Lucas, S. (2010). Applying the VAICTM model to Australian hotels. Journal of Intellectual Capital, 11(3), 269–283. https://doi.org/10.1108/14691931011064545
Marzo, G. (2022). A theoretical analysis of the value added intellectual coefficient (VAIC). Journal of Management and Governance, 26(2), 551–577. https://doi.org/10.1007/s10997-021-09565-x
Nguyen, T., Bai, M., Hou, Y., & Vu, M.-C. (2021). Corporate governance and dynamics capital structure: Evidence from Vietnam. Global Finance Journal, 48, 100554. https://doi.org/10.1016/j.gfj.2020.100554
Pew Tan, H., Plowman, D., & Hancock, P. (2007). Intellectual capital and financial returns of companies. Journal of Intellectual Capital, 8(1), 76–95. https://doi.org/10.1108/14691930710715079
Pulic, A. (1998). Measuring the Performance of Intellectual Potential in Knowledge Economy. Presented in 1998 at the 2nd McMaster World Congress on Measuring and Managing Intellectual Capital by the Austrian Team for Intellectual Potential, 20.
Riahi-Belkaoui, A. (2003). Intellectual Capital and Firm Performance of U.S. Multinational Firms: A Study of the Resource-Based and Stakeholder Views. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.365580
Roos, J., Roos, G., Dragonetti, N., & Edvinsson, L. (1997). Intellectual Capital: Navigating in the New Business Landscape. Macnillan Business.
Saif-Alyousfi, A. Y. H., Saha, A., & Md-Rus, R. (2020). The impact of bank competition and concentration on bank risk-taking behavior and stability: Evidence from GCC countries. The North American Journal of Economics and Finance, 51, 100867. https://doi.org/10.1016/j.najef.2018.10.015
Tan, Y. (2016). The impacts of risk and competition on bank profitability in China. Journal of International Financial Markets, Institutions and Money, 40, 85–110. https://doi.org/10.1016/j.intfin.2015.09.003
Tiwari, R., & Vidyarthi, H. (2018). Intellectual capital and corporate performance: A case of Indian banks. Journal of Accounting in Emerging Economies, 8(1), 84–105. https://doi.org/10.1108/JAEE-07-2016-0067
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
Ullah, A., Pinglu, C., Ullah, S., Qian, N., & Zaman, M. (2021). Impact of intellectual capital efficiency on financial stability in banks: Insights from an emerging ECONOMY. International Journal of Finance & Economics.
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. (2022). Measuring national intellectual capital and its effect on country’s competitiveness. Competitiveness Review: An International Business Journal. https://doi.org/10.1108/CR-08-2021-0110
Weqar, F., Sofi, Z. A., & Haque, S. M. I. (2021). Nexus between intellectual capital and business performance: Evidence from India. Asian Journal of Accounting Research, 6(2), 180–195. https://doi.org/10.1108/AJAR.
Xu, J., Liu, F., & Korea University Business School. (2020). The Impact of Intellectual Capital on Firm Performance: A Modified and Extended VAIC Model. Journal of Competitiveness, 12(1), 161–176. https://doi.org/10.7441/joc.2010.01.10.