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Estimating Intellectual Capital and its Impact on Firms’ Performance : Use of A-VAIC and M-VAIC Models


Affiliations
1 Symbiosis Centre for Management Studies, Noida, Symbiosis International (Deemed University), Plot No. 47 & 48, Block A, Sector 62, Noida - 201 301, Uttar Pradesh, India
2 Anil Surendra Modi School of Commerce, NMIMS, 7th Floor, V.L. Mehta Road, Vile-Parle (West), Mumbai - 400 056, Maharashtra, India

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The study examined the contribution of intellectual capital to companies’ overall performance. Also, a comparison between the effectiveness of the adjusted value-added intellectual coefficient (A-VAIC) and the modified value-added intellectual coefficient (M-VAIC) model for estimating IC components and analyzing their impact on firms’ performance was attempted. The study was carried out for 405 Indian companies listed on the NSE-500 index for 10 years (2010–2011 to 2019–2020). It was found in the results that intellectual capital is indeed helpful in improving firms’ financial and market performance. However, the M-VAIC is more detailed and precise. Hence, the IC components estimated using it can explain companies’ performance more effectively than the A-VAIC.

Keywords

Intellectual Capital, M-VAIC, A-VAIC, Financial Performance, Market Performance, India.

JELClassification Codes : C4, G32, M41, L1

Paper Submission Date : July 30, 2021 ; Paper sent back for Revision : July 11, 2022 ; Paper Acceptance Date : October 10, 2022 ; Paper Published Online : January 15, 2023

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  • Anifowose, M., Abdul Rashid, H. M., Annuar, H. A., & Ibrahim, H. (2018). Intellectual capital efficiency and corporate book value: Evidence from Nigerian economy. Journal of Intellectual Capital, 19(3), 644–668. https://doi.org/10.1108/JIC-09-2016-0091

  • Bartlett, M. S. (1951). The effect of standardization on a chi-square approximation in factor analysis. Biometrika, 38(3/4), 337–344. https://doi.org/10.2307/2332580

  • Basuki, & Kusumawardhani, T. (2012). Intellectual capital, financial profitability, and productivity: An exploratory study of the Indonesian pharmaceutical industry. Asian Journal of Business and Accounting, 5(2), 41–68.

  • Bayraktaroglu, A. E., Calisir, F., & Baskak, M. (2019). Intellectual capital and firm performance: An extended VAIC model. Journal of Intellectual Capital, 20(3), 406–425. https://doi.org/10.1108/JIC-12-2017-0184

  • 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

  • Bontis, N. (2001). Assessing knowledge assets: A review of the models used to measure intellectual capital. International Journal of Management Reviews, 3(1), 41–60. https://doi.org/10.1111/1468-2370.00053

  • Bosworth, D., & Rogers, M. (2001). Market value, R&D and intellectual property: An empirical analysis of large Australian firms. Economic Record, 77(239), 323–337. https://doi.org/10.1111/1475-4932.t01-1-00026

  • Cabrita, M. D., & Bontis, N. (2008). Intellectual capital and business performance in the Portuguese banking industry. International Journal of Technology Management, 43(1–3), 212–237. https://doi.org/10.1504/IJTM.2008.019416

  • Callahan, W. T., Millar, J. A., & Schulman, C. (2003). An analysis of the effect of management participation in director selection on the long-term performance of the firm. Journal of Corporate Finance, 9(2), 169–181. https://doi.org/10.1016/S0929-1199(02)00004-4

  • Capello, R., & Faggian, A. (2005). Collective learning and relational capital in local innovation processes. Regional Studies, 39(1), 75–87. https://doi.org/10.1080/0034340052000320851

  • 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

  • Chen Goh, P. (2005). Intellectual capital performance of commercial banks in Malaysia. Journal of Intellectual Capital, 6(3), 385–396. https://doi.org/10.1108/14691930510611120

  • Davenport, T. H., & Prusak, L. (1997). Information ecology: Mastering the information and knowledge environment (1st ed.). Oxford University Press.

  • Edvinsson, L., & Malone, M. S. (1997). Intellectual capital: Realizing your company's true value by finding its hidden brainpower. Harper Business.

  • Edvinsson, L. (1997). Developing intellectual capital at Skandia. Long Range Planning, 30(3), 366–373. https://doi.org/10.1016/S0024-6301(97)90248-X

  • 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

  • Galbraith, J. K. (1969). The new industrial state Harmondsworth. Journal of Economic Issues, 733–760.

  • Ghosh, S. K., & Maji, S. G. (2015). Empirical validity of value added intellectual coefficient model in Indian knowledge-based sector. Global Business Review, 16(6), 947–962. https://doi.org/10.1177/0972150915597597

  • Gupta, K., & Raman, T. V. (2021). Intellectual capital: A determinant of firms' operational efficiency. South Asian Journal of Business Studies, 10(1), 49–69. https://doi.org/10.1108/SAJBS-11-2019-0207

  • Hang Chan, K. (2009). Impact of intellectual capital on organizational performance: An empirical study of companies in the Hang Seng Index (Part 1). The Learning Organization, 16(1), 4–21. https://doi.org/10.1108/09696470910927641

  • Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. https://doi.org/10.2307/1913827

  • Hejazi, R., Ghanbari, M., & Alipour, M. (2016). Intellectual, human, and structural capital effects on firm performance as measured by Tobin's Q. Knowledge and Process Management, 23(4), 259–273. https://doi.org/10.1002/kpm.1529

  • Himanshu & Madhur. (2020). Intellectual capital performance: A case study of public sector banks in India. Indian Journal of Finance, 14(10–11), 43–53. https://doi.org/10.17010/ijf/2020/v14i10-11/155970

  • Ho, C.-T., & Wu, D. D. (2009). Online banking performance evaluation using data envelopment analysis and principal component analysis. Computers & Operations Research, 36(6), 1835–1842. https://doi.org/10.1016/j.cor.2008.05.008

  • Jelínková, E., & Ji?incová, M. (2015). Diversity management as a tool of managing intellectual capital. Journal of Competitiveness, 7(4), 3–17. https://doi.org/10.7441/joc.2015.04.01

  • Joshi, M., Cahill, D., & Sidhu, J. (2010). Intellectual capital performance in the banking sector: An assessment of Australian owned banks. Journal of Human Resource Costing & Accounting, 14(2), 151–170. https://doi.org/10.1108/14013381011062649

  • 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

  • Joshi, P. L., Min, T. H., Deshmukh, A., & Jaffar, N. B. (2016). Extent and determinants of intellectual capital disclosures by top listed companies in Malaysia. Indian Journal of Finance, 10(4), 7–28. https://doi.org/10.17010/ijf/2016/v10i4/90797

  • Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement, 20(1), 141–151. https://doi.org/10.1177/001316446002000116

  • Kamath, G. B. (2017). An investigation into intellectual capital efficiency and export performance of firms in India. International Journal of Learning and Intellectual Capital, 14(1), 47–75. https://doi.org/10.1504/IJLIC.2017.080641

  • Kesse, G. O., Irfan, M., & Pattanayak, J. K. (2019). Impact of intellectual capital on financial performance of firms: A study on tourism and hospitality firms in India. Indian Journal of Finance, 13(2), 7–21. https://doi.org/10.17010/ijf/2019/v13i2/141683

  • Levin, A., Lin, C.-F., & Chu, C.-S. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108(1), 1–24. https://doi.org/10.1016/S0304-4076(01)00098-7

  • Maditinos, D., Chatzoudes, D., Tsairidis, C., & Theriou, G. (2011). The impact of intellectual capital on firms' market value and financial performance. Journal of Intellectual Capital, 12(1), 132–151. https://doi.org/10.1108/14691931111097944

  • Muhammad, N. M., Isa, F. M., & Ismail, N. (2008). Intellectual capital efficiency level of Malaysian financial sector: Panel data analysis (2002–2006) (Unpublished Master's Thesis). Universiti Technology Mara and Universiti Utara Malaysia.

  • 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

  • Nawaz, T. (2019). Intellectual capital profiles and financial performance of Islamic banks in the UK. International Journal of Learning and Intellectual Capital, 16(1), 87–97. https://doi.org/10.1504/IJLIC.2019.096934

  • Nazari, J. A., & Herremans, I. M. (2007). Extended VAIC model: Measuring intellectual capital components. Journal of Intellectual Capital, 8(4), 595–609. https://doi.org/10.1108/14691930710830774

  • 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

  • O'Brien, R. M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality & Quantity, 41, 673–690. https://doi.org/10.1007/s11135-006-9018-6

  • Ordoñez de Pablos, P. (2005). Intellectual capital statements: What pioneering firms from Asia and Europe are doing now. International Journal of Knowledge and Learning, 1(3), 249–268. https://doi.org/10.1504/IJKL.2005.007759

  • Pulic, A. (1998, January). Measuring the performance of intellectual potential in knowledge economy. In, 2nd McMaster Word Congress on Measuring and Managing Intellectual Capital by the Austrian Team for Intellectual Potential.

  • Pulic, A. (2000). VAIC™ – An accounting tool for IC management. International Journal of Technology Management, 20(5–8), 702–714. https://doi.org/10.1504/IJTM.2000.002891

  • Roos, J., Roos, G., Edvinsson, L., & Dragonetti, N. C. (1997). Intellectual capital navigating in the new business landscape. New York University Press.

  • 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

  • Stewart, T. A. (1995). Trying to grasp the intangible. Fortune Magazine, 132(7), 157–161.

  • Subramaniam, M., & Youndt, M. A. (2005). The influence of intellectual capital on the types of innovative capabilities. Academy of Management Journal, 48(3), 450–463. https://doi.org/10.5465/amj.2005.17407911

  • Thiagarajan, A., Baul, U., & Sekkizhar, J. (2018). The impact of intellectual capital efficiency on financial performance in the Indian auto - component industry. Indian Journal of Finance, 12(3), 7–29. https://doi.org/10.17010/ijf/2018/v12i3/121995

  • 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

  • Wang, W.-Y., & Chang, C. (2005). Intellectual capital and performance in causal models: Evidence from the information technology industry in Taiwan. Journal of Intellectual Capital, 6(2), 222–236. https://doi.org/10.1108/14691930510592816

  • Wijaya, H., Tandelilin, E., Rahayu, M., & Hermeindito, H. (2016). Intellectual capital and agency conflict. Indian Journal of Finance, 10(12), 39–55. https://doi.org/10.17010/ijf/2016/v10i12/106895

  • Wooldridge, J. M. (2015). Introductory econometrics: A modern approach. Nelson Education.

  • Xu, J., & Wang, B. (2019). Intellectual capital performance of the textile industry in emerging markets: A comparison with China and South Korea. Sustainability, 11(8), 2354. https://doi.org/10.3390/su11082354


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  • Estimating Intellectual Capital and its Impact on Firms’ Performance : Use of A-VAIC and M-VAIC Models

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Authors

Kanishka Gupta
Symbiosis Centre for Management Studies, Noida, Symbiosis International (Deemed University), Plot No. 47 & 48, Block A, Sector 62, Noida - 201 301, Uttar Pradesh, India
Dolly Gaur
Symbiosis Centre for Management Studies, Noida, Symbiosis International (Deemed University), Plot No. 47 & 48, Block A, Sector 62, Noida - 201 301, Uttar Pradesh, India
Prakash Bhatia
Anil Surendra Modi School of Commerce, NMIMS, 7th Floor, V.L. Mehta Road, Vile-Parle (West), Mumbai - 400 056, Maharashtra, India

Abstract


The study examined the contribution of intellectual capital to companies’ overall performance. Also, a comparison between the effectiveness of the adjusted value-added intellectual coefficient (A-VAIC) and the modified value-added intellectual coefficient (M-VAIC) model for estimating IC components and analyzing their impact on firms’ performance was attempted. The study was carried out for 405 Indian companies listed on the NSE-500 index for 10 years (2010–2011 to 2019–2020). It was found in the results that intellectual capital is indeed helpful in improving firms’ financial and market performance. However, the M-VAIC is more detailed and precise. Hence, the IC components estimated using it can explain companies’ performance more effectively than the A-VAIC.

Keywords


Intellectual Capital, M-VAIC, A-VAIC, Financial Performance, Market Performance, India.

JELClassification Codes : C4, G32, M41, L1

Paper Submission Date : July 30, 2021 ; Paper sent back for Revision : July 11, 2022 ; Paper Acceptance Date : October 10, 2022 ; Paper Published Online : January 15, 2023


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DOI: https://doi.org/10.17010/ijf%2F2023%2Fv17i1%2F172600