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A critical validation of the value added intellectual coefficient: use in empirical research and comparison with alternative measures of intellectual capital

Author

Listed:
  • Thomas Bassetti

    (University of Padua)

  • Lorenzo Dal Maso

    (ESSEC Business School)

  • Giovanni Liberatore

    (University of Florence)

  • Francesco Mazzi

    (University of Florence)

Abstract

The measurement of intellectual capital (IC) constitutes a major challenge in managing intangible resources. Among the various models proposed in prior literature, the value added intellectual coefficient (VAIC) is used by many studies to measure IC. Assuming a perfectly competitive market, this study decomposes the VAIC and demonstrates that it is not directly related to IC. Conversely, the main components of VAIC are the labor share, physical capital share, and interest rate. These results are extended to a non-perfectly competitive setting through a multivariate analysis of a cross-country panel of 50,310 firm-year observations for 2000–2017. The results show that the VAIC still largely depends on exogenous factors being negatively (positively) associated with the labor (physical capital) share. Nevertheless, in this non-perfectly competitive setting, the VAIC also captures a firm’s ability to generate profits, which may be attributable to multiple factors, including IC. To reduce potential measurement biases in empirical research using the VAIC, this study suggests controlling for a firm’s interest rate, labor and capital shares. Adopting this suggestion, this study investigates the association between VAIC and firm performance. The results show that this association is significantly weaker when including the interest rate, labor and capital shares. The theoretical and empirical results suggest future researchers to select the VAIC to measure IC after having conscientiously examined the alternative models proposed in recent literature.

Suggested Citation

  • Thomas Bassetti & Lorenzo Dal Maso & Giovanni Liberatore & Francesco Mazzi, 2020. "A critical validation of the value added intellectual coefficient: use in empirical research and comparison with alternative measures of intellectual capital," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 24(4), pages 1115-1145, December.
  • Handle: RePEc:kap:jmgtgv:v:24:y:2020:i:4:d:10.1007_s10997-019-09494-w
    DOI: 10.1007/s10997-019-09494-w
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    References listed on IDEAS

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    1. Douglas Skinner, 2008. "Accounting for intangibles – a critical review of policy recommendations," Accounting and Business Research, Taylor & Francis Journals, vol. 38(3), pages 191-204.
    2. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    3. Francesco Badia & Grazia Dicuonzo & Saverio Petruzzelli & Vittorio Dell’Atti, 2019. "Integrated reporting in action: mobilizing intellectual capital to improve management and governance practices," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(2), pages 299-320, June.
    4. Daniele Cerrato & Mariacristina Piva, 2012. "The internationalization of small and medium-sized enterprises: the effect of family management, human capital and foreign ownership," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 16(4), pages 617-644, November.
    5. Christophe Volonté & Pascal Gantenbein, 2016. "Directors’ human capital, firm strategy, and firm performance," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 20(1), pages 115-145, March.
    6. Stefano Zambon & Stefano Marasca & Maria Serena Chiucchi, 2019. "Special issue on “The role of intellectual capital and integrated reporting in management and governance: a performative perspective”," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(2), pages 291-297, June.
    7. Giuseppe D’Onza & Alessandra Rigolini, 2017. "Does director capital influence board turnover after an incident of fraud? Evidence from Italian listed companies," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 21(4), pages 993-1022, December.
    8. Sudipta Basu & Gregory Waymire, 2008. "Has the importance of intangibles really grown? And if so, why?," Accounting and Business Research, Taylor & Francis Journals, vol. 38(3), pages 171-190.
    9. Kaouthar Lajili, 2015. "Embedding human capital into governance design: a conceptual framework," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 19(4), pages 741-762, November.
    10. Anne Marie Knott & David J. Bryce & Hart E. Posen, 2003. "On the Strategic Accumulation of Intangible Assets," Organization Science, INFORMS, vol. 14(2), pages 192-207, April.
    11. Sandra Brosnan & David O’Donnell & Philip O’Regan, 2019. "A performative exploration of the lifeworlds of human capital and financial capital: an intellectual capital case vignette," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(2), pages 321-344, June.
    12. Silvano Corbella & Cristina Florio & Alice Francesca Sproviero & Riccardo Stacchezzini, 2019. "Integrated reporting and the performativity of intellectual capital," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(2), pages 459-483, June.
    13. David R. Williams & Betty S. Coffey & Carlton C. Young, 2018. "Human capital and agency effects on CEO compensation of IPO biopharmaceutical firms and the market’s response," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 22(2), pages 315-337, June.
    14. Nielsen, Christian & Roslender, Robin, 2015. "Enhancing financial reporting: The contribution of business models," The British Accounting Review, Elsevier, vol. 47(3), pages 262-274.
    15. Shila Devi Ramadass & Murali Sambasivan & John Antony Xavier, 2018. "Collaboration outcomes in a public sector: impact of governance, leadership, interdependence and relational capital," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 22(3), pages 749-771, September.
    16. Tommaso Pucci & Christian Simoni & Lorenzo Zanni, 2015. "Measuring the relationship between marketing assets, intellectual capital and firm performance," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 19(3), pages 589-616, August.
    17. Guthrie, James & Ricceri, Federica & Dumay, John, 2012. "Reflections and projections: A decade of Intellectual Capital Accounting Research," The British Accounting Review, Elsevier, vol. 44(2), pages 68-82.
    18. Luciano Rossoni & Cezar Eduardo Aranha & Wesley Mendes-Da-Silva, 2018. "Does the capital of social capital matter? Relational resources of the board and the performance of Brazilian companies," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 22(1), pages 153-185, March.
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