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Human Capital, Firm Capabilities, and Innovation

Author

Listed:
  • Ajay Bhaskarbhatla

    (Erasmus School of Economics, ERIM)

  • Luis Cabral

    (New York University)

  • Deepak Hegde

    (New York University)

  • Thomas (T.L.P.R.) Peeters

    (Erasmus School of Economics, ERIM; Tinbergen Institute, The Netherlands)

Abstract

In this study, we decompose the contributions of employeesÕ human capital and firmsÕ capabilities for innovation using a 37-year panel of U.S. patenting activity. We estimate that inventorsÕ human capital is 5-10 times more important than firm capabilities for explaining the variance in inventor output. We then examine matching between inventors and firms and find highly productive inventors are attracted to firms that (i) have weak firm-specific invention capabilities, and (ii) employ other talented inventors. A theoretical model that incorporates worker preferences for inventive output rationalizes our empirical findings of negative assortative matching between inventors and firms, and positive assortative matching among inventors.

Suggested Citation

  • Ajay Bhaskarbhatla & Luis Cabral & Deepak Hegde & Thomas (T.L.P.R.) Peeters, 2017. "Human Capital, Firm Capabilities, and Innovation," Tinbergen Institute Discussion Papers 17-115/VII, Tinbergen Institute, revised 03 Mar 2020.
    • Handle: RePEc:tin:wpaper:20170115
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    File URL: https://papers.tinbergen.nl/17115.pdf
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    References listed on IDEAS

    as
    1. Benjamin F. Jones, 2009. "The Burden of Knowledge and the "Death of the Renaissance Man": Is Innovation Getting Harder?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 283-317.
    2. Thomas Cornelissen, 2008. "The Stata command felsdvreg to fit a linear model with two high-dimensional fixed effects," Stata Journal, StataCorp LLC, vol. 8(2), pages 170-189, June.
    3. Boris Groysberg & Linda-Eling Lee & Ashish Nanda, 2008. "Can They Take It With Them? The Portability of Star Knowledge Workers' Performance," Management Science, INFORMS, vol. 54(7), pages 1213-1230, July.
    4. Susana Iranzo & Fabiano Schivardi & Elisa Tosetti, 2008. "Skill Dispersion and Firm Productivity: An Analysis with Employer-Employee Matched Data," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 247-285, April.
    5. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    6. Timothy J. Quigley & Donald C. Hambrick, 2015. "Has the “CEO effect” increased in recent decades? A new explanation for the great rise in America's attention to corporate leaders," Strategic Management Journal, Wiley Blackwell, vol. 36(6), pages 821-830, June.
    7. Franco Malerba, 2005. "Sectoral systems of innovation: a framework for linking innovation to the knowledge base, structure and dynamics of sectors," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 63-82.
    8. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    9. Ajay K. Agrawal & John McHale & Alex Oettl, 2014. "Why Stars Matter," NBER Working Papers 20012, National Bureau of Economic Research, Inc.
    10. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
    11. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    12. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    13. Li, Guan-Cheng & Lai, Ronald & D’Amour, Alexander & Doolin, David M. & Sun, Ye & Torvik, Vetle I. & Yu, Amy Z. & Fleming, Lee, 2014. "Disambiguation and co-authorship networks of the U.S. patent inventor database (1975–2010)," Research Policy, Elsevier, vol. 43(6), pages 941-955.
    14. Hall, Bronwyn H & Ziedonis, Rosemarie Ham, 2001. "The Patent Paradox Revisited: An Empirical Study of Patenting in the U.S. Semiconductor Industry, 1979-1995," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 101-128, Spring.
    15. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, U.S. Census Bureau.
    16. Anita M. McGahan & Michael E. Porter, 2002. "What Do We Know About Variance in Accounting Profitability?," Management Science, INFORMS, vol. 48(7), pages 834-851, July.
    17. Robert S. Huckman & Gary P. Pisano, 2006. "The Firm Specificity of Individual Performance: Evidence from Cardiac Surgery," Management Science, INFORMS, vol. 52(4), pages 473-488, April.
    18. John R. Graham & Si Li & Jiaping Qiu, 2012. "Managerial Attributes and Executive Compensation," The Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 144-186.
    19. Kyle J. Mayer & Deepak Somaya & Ian O. Williamson, 2012. "Firm-Specific, Industry-Specific, and Occupational Human Capital and the Sourcing of Knowledge Work," Organization Science, INFORMS, vol. 23(5), pages 1311-1329, October.
    20. ANITA M. McGAHAN & MICHAEL E. PORTER, 1997. "How Much Does Industry Matter, Really?," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 15-30, July.
    21. Klein, Benjamin, 1988. "Vertical Integration as Organizational Ownership: The Fisher Body-General Motors Relationship Revisited," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 4(1), pages 199-213, Spring.
    22. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3, Specia), pages 783-832.
    23. Frank T. Rothaermel & Andrew M. Hess, 2007. "Building Dynamic Capabilities: Innovation Driven by Individual-, Firm-, and Network-Level Effects," Organization Science, INFORMS, vol. 18(6), pages 898-921, December.
    24. Nile W. Hatch & Jeffrey H. Dyer, 2004. "Human capital and learning as a source of sustainable competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 25(12), pages 1155-1178, December.
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    Cited by:

    1. Nagler, Markus & Sorg, Stefan, 2019. "The Disciplinary Effect of Post-Grant Review," Rationality and Competition Discussion Paper Series 155, CRC TRR 190 Rationality and Competition.
    2. Nagler, Markus & Sorg, Stefan, 2020. "The disciplinary effect of post-grant review – Causal evidence from European patent opposition," Research Policy, Elsevier, vol. 49(3).

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    More about this item

    Keywords

    Human Capital; Capabilities; Innovation; Matching; Competitive Advantage;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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