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Exploring the Relationship Between Human Capital and Innovation at the Firm Level: A study on a Sample of European Firms

Author

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  • D'AMORE, Rosamaria

    (CELPE - Centre of Labour Economics and Economic Policy, University of Salerno - Italy)

  • IORIO, Roberto

    (CELPE - Centre of Labour Economics and Economic Policy, University of Salerno - Italy)

  • LUBRANO LAVADERA, Giuseppe

    (CELPE - Centre of Labour Economics and Economic Policy, University of Salerno - Italy)

Abstract

In this paper, we explore the relationship between the human capital “embodied” in the workforce and the innovative capabilities of the firm, adopting an international comparative perspective. In fact data come from a survey (EFIGE) run in seven European countries during the 2007-2009 period. They are analysed with several models of multivariate analysis also with the support of a semi-parametric model. Our results show a positive relationship between the ratio of graduated employees and the percentage of turnover from innovative products, being the share of personnel employed in R&D constant. This relationship is not linear: we find decreasing marginal returns for human capital and R&D. We then find a complementarity between human capital and R&D: the strength of the link between human capital and innovation is higher when the firm’s R&D increases. We also find some significant differences in the intensity of the human capital/innovation link across different countries.

Suggested Citation

  • D'AMORE, Rosamaria & IORIO, Roberto & LUBRANO LAVADERA, Giuseppe, 2017. "Exploring the Relationship Between Human Capital and Innovation at the Firm Level: A study on a Sample of European Firms," CELPE Discussion Papers 144, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
  • Handle: RePEc:sal:celpdp:0144
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    References listed on IDEAS

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    1. Audretsch, David B & Vivarelli, Marco, 1996. "Firms Size and R&D Spillovers: Evidence from Italy," Small Business Economics, Springer, vol. 8(3), pages 249-258, June.
    2. Zvi Griliches, 1998. "Comparing Productivity Growth: An Exploration of French and U.S. Industrial and Firm Data," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 157-186, National Bureau of Economic Research, Inc.
    3. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    4. Lutz Schneider & Jutta Gunther & Bianca Brandenburg, 2010. "Innovation and skills from a sectoral perspective: a linked employer-employee analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(2), pages 185-202.
    5. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    6. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    7. John M. Abowd & John Haltiwanger & Ron Jarmin & Julia Lane & Paul Lengermann & Kristin McCue & Kevin McKinney & Kristin Sandusky, 2005. "The Relation among Human Capital, Productivity, and Market Value: Building Up from Micro Evidence," NBER Chapters, in: Measuring Capital in the New Economy, pages 153-204, National Bureau of Economic Research, Inc.
    8. Arrighetti, Alessandro & Landini, Fabio & Lasagni, Andrea, 2014. "Intangible assets and firm heterogeneity: Evidence from Italy," Research Policy, Elsevier, vol. 43(1), pages 202-213.
    9. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    10. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    11. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    12. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    13. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    14. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    15. Alessandro Muscio, 2007. "THE IMPACT OF ABSORPTIVE CAPACITY ON SMEs' COLLABORATION," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 653-668.
    16. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    17. Lionel Nesta & Vincent Mangematin, 1999. "What kind of Knowledge can a firm absorb?," Grenoble Ecole de Management (Post-Print) hal-03471555, HAL.
    18. Cohen, Wesley M & Klepper, Steven, 1992. "The Tradeoff between Firm Size and Diversity in the Pursuit of Technological Progress," Small Business Economics, Springer, vol. 4(1), pages 1-14, March.
    19. Anker Lund Vinding, 2006. "Absorptive capacity and innovative performance: A human capital approach," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 507-517.
    20. Ballot, Gerard & Fakhfakh, Fathi & Taymaz, Erol, 2001. "Firms' human capital, R&D and performance: a study on French and Swedish firms," Labour Economics, Elsevier, vol. 8(4), pages 443-462, September.
    21. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

    1. Agata Sudolska & Justyna Łapińska, 2020. "Exploring Determinants of Innovation Capability in Manufacturing Companies Operating in Poland," Sustainability, MDPI, vol. 12(17), pages 1-21, August.
    2. Matteo Bugamelli & Francesca Lotti & Monica Amici & Emanuela Ciapanna & Fabrizio Colonna & Francesco D�Amuri & Silvia Giacomelli & Andrea Linarello & Francesco Manaresi & Giuliana Palumbo & Filippo , 2018. "Productivity growth in Italy: a tale of a slow-motion change," Questioni di Economia e Finanza (Occasional Papers) 422, Bank of Italy, Economic Research and International Relations Area.

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    More about this item

    Keywords

    Human capital; R&D; Innovation;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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