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Value creation during fourth industrial revolution: Use of intellectual capital by most innovative companies of the world

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  • Li, Xin
  • Nosheen, Safia
  • Haq, Naveed Ul
  • Gao, Xue

Abstract

This study investigates the impact that intellectual capital (IC) and value creation have on a firm's performance, in relation to the leading innovative firms in the world, at the start of the Fourth Industrial Revolution. An analysis is based on the top 100 innovative companies from different countries and sectors, as indexed by Forbes in 2016, for the period between 2011 and 2015, by using the pooled OLS regression model. The Fourth Industrial Revolution characterizes the fusion of technologies, and is blurring the boundaries between physical, digital, and biological spheres. The study reveals that capital employed efficiency and human capital efficiency have a significant positive impact on a firm's performance, whereas, the relational capital efficiency and structural capital efficiency are not related to it. Findings also suggest that relational capital efficiency is positively related to the value creation of innovative firms, while all the other mechanisms of intellectual capital and Modified Value-Added IC (MVAIC), are not associated with the value creation of innovative companies. The study advocates that innovation policies are critical, and require a rigorous review from the top management in order to meet the challenges of the Fourth Industrial Revolution, that is heavily innovation-based, and requires overwhelmingly new competencies.

Suggested Citation

  • Li, Xin & Nosheen, Safia & Haq, Naveed Ul & Gao, Xue, 2021. "Value creation during fourth industrial revolution: Use of intellectual capital by most innovative companies of the world," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
  • Handle: RePEc:eee:tefoso:v:163:y:2021:i:c:s0040162520313056
    DOI: 10.1016/j.techfore.2020.120479
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    1. Elena Shakina & Angel Barajas, 2013. "The Contribution of Intellectual Capital to Value Creation," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 7(4), December.
    2. Nick Bontis & Mary M. Crossan & John Hulland, 2002. "Managing An Organizational Learning System By Aligning Stocks and Flows," Journal of Management Studies, Wiley Blackwell, vol. 39(4), pages 437-469, June.
    3. Samuel Kai Wah Chu & Kin Hang Chan & Ka Yin Yu & Hing Tai Ng & Wai Kwan Wong, 2011. "An Empirical Study of the Impact of Intellectual Capital on Business Performance," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 11-21.
    4. Robert D. Dewar & Jane E. Dutton, 1986. "The Adoption of Radical and Incremental Innovations: An Empirical Analysis," Management Science, INFORMS, vol. 32(11), pages 1422-1433, November.
    5. Robert W. Zmud, 1982. "Diffusion of Modern Software Practices: Influence of Centralization and Formalization," Management Science, INFORMS, vol. 28(12), pages 1421-1431, December.
    6. David Hirshleifer & Po-Hsuan Hsu & Dongmei Li, 2018. "Innovative Originality, Profitability, and Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2553-2605.
    7. Koellinger, Philipp, 2008. "The relationship between technology, innovation, and firm performance--Empirical evidence from e-business in Europe," Research Policy, Elsevier, vol. 37(8), pages 1317-1328, September.
    8. Gann, David M. & Salter, Ammon J., 2000. "Innovation in project-based, service-enhanced firms: the construction of complex products and systems," Research Policy, Elsevier, vol. 29(7-8), pages 955-972, August.
    9. Mendi, Pedro & Moner-Colonques, Rafael & Sempere-Monerris, José J., 2020. "Cooperation for innovation and technology licensing: Empirical evidence from Spain," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    10. Braune, Eric & Sahut, Jean-Michel & Teulon, Fréderic, 2020. "Intangible capital, governance and financial performance," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    11. Edvinsson, Leif & Sullivan, Patrick, 1996. "Developing a model for managing intellectual capital," European Management Journal, Elsevier, vol. 14(4), pages 356-364, August.
    12. Mohan Subramaniam & N. Venkatraman, 2001. "Determinants of transnational new product development capability: testing the influence of transferring and deploying tacit overseas knowledge," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 359-378, April.
    13. Koellinger, Ph.D., 2008. "The Relationship between Technology, Innovation, and Firm Performance: Empirical Evidence on E-Business in Europe," ERIM Report Series Research in Management ERS-2008-031-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    14. Assaf Eisdorfer & Po‐Hsuan Hsu, 2011. "Innovate to Survive: The Effect of Technology Competition on Corporate Bankruptcy," Financial Management, Financial Management Association International, vol. 40(4), pages 1087-1117, December.
    15. Matthew R. Marvel & G.T. Lumpkin, 2007. "Technology Entrepreneurs’ Human Capital and Its Effects on Innovation Radicalness," Entrepreneurship Theory and Practice, , vol. 31(6), pages 807-828, November.
    16. Subramanian, A. & Nilakanta, S., 1996. "Organizational innovativeness: Exploring the relationship between organizational determinants of innovation, types of innovations, and measures of organizational performance," Omega, Elsevier, vol. 24(6), pages 631-647, December.
    17. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    18. Atuahene-Gima, Kwaku, 1996. "Market orientation and innovation," Journal of Business Research, Elsevier, vol. 35(2), pages 93-103, February.
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    1. Guangchun Jin & Jian Xu, 2022. "Does Intellectual Capital Affect Financial Leverage of Chinese Agricultural Companies? Exploring the Role of Firm Profitability," Sustainability, MDPI, vol. 14(5), pages 1-14, February.
    2. Kusi-Sarpong, Simonov & Mubarik, Muhammad Shujaat & Khan, Sharfuddin Ahmed & Brown, Steve & Mubarak, Muhammad Faraz, 2022. "Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    3. Cannavacciuolo, Lorella & Ferraro, Giovanna & Ponsiglione, Cristina & Primario, Simonetta & Quinto, Ivana, 2023. "Technological innovation-enabling industry 4.0 paradigm: A systematic literature review," Technovation, Elsevier, vol. 124(C).

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