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Human capital, innovation and the distribution of firm growth rates

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  • Goedhuys-Degelin M.D.L.
  • Sleuwaegen L.

    (UNU-MERIT)

Abstract

This paper focuses on the occurrence of high-growth firms in relation to human capital and innovation. High-growth firms are rather exceptional and temporary phenomena and occur in the upper tail of the conditional firm growth distribution. Using quantile regression we study how human capital and RD affect the probability that high-growth firms occur. The results show that both human capital and RD increase the likelihood that a firm is a high-growth firm. Human capital appears to be positive and growth enhancing over the entire conditional growth distribution, hence also in the lower quantiles, where it reduces the likelihood of low growth. By contrast, RD increases not only the likelihood of high-growth firms, but also the likelihood of low-growth firms and exits, underscoring the risky nature of innovation. A probit analysis for high-growth firms and low-growth firms provides corroborating evidence for this finding. From a policy perspective the results suggest the use of more integrated policies, not only focusing on stimulating RD but also on the quality of human capital to foster the development of high-growth firms.

Suggested Citation

  • Goedhuys-Degelin M.D.L. & Sleuwaegen L., 2015. "Human capital, innovation and the distribution of firm growth rates," MERIT Working Papers 2015-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  • Handle: RePEc:unm:unumer:2015013
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    References listed on IDEAS

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    1. Matthias Deschryvere, 2014. "R&D, firm growth and the role of innovation persistence: an analysis of Finnish SMEs and large firms," Small Business Economics, Springer, vol. 43(4), pages 767-785, December.
    2. Werner Hölzl & Klaus Friesenbichler, 2010. "High-growth firms, innovation and the distance to the frontier," Economics Bulletin, AccessEcon, vol. 30(2), pages 1016-1024.
    3. Agustí Segarra & Mercedes Teruel, 2014. "High-growth firms and innovation: an empirical analysis for Spanish firms," Small Business Economics, Springer, vol. 43(4), pages 805-821, December.
    4. Goddard, John & Wilson, John & Blandon, Peter, 2002. "Panel tests of Gibrat's Law for Japanese manufacturing," International Journal of Industrial Organization, Elsevier, vol. 20(3), pages 415-433, March.
    5. Boeri, Tito & Cramer, Ulrich, 1992. "Employment growth, incumbents and entrants : Evidence from Germany," International Journal of Industrial Organization, Elsevier, vol. 10(4), pages 545-565, December.
    6. Giulio Bottazzi & Alex Coad & Nadia Jacoby & Angelo Secchi, 2011. "Corporate growth and industrial dynamics: evidence from French manufacturing," Applied Economics, Taylor & Francis Journals, vol. 43(1), pages 103-116.
    7. Paloma Lopez-Garcia & Sergio Puente, 2012. "What makes a high-growth firm? A dynamic probit analysis using Spanish firm-level data," Small Business Economics, Springer, vol. 39(4), pages 1029-1041, November.
    8. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    9. Giulio Bottazzi & Angelo Secchi, 2003. "Common Properties and Sectoral Specificities in the Dynamics of U.S. Manufacturing Companies," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 23(3_4), pages 217-232, December.
    10. Bottazzi, Giulio & Dosi, Giovanni & Lippi, Marco & Pammolli, Fabio & Riccaboni, Massimo, 2001. "Innovation and corporate growth in the evolution of the drug industry," International Journal of Industrial Organization, Elsevier, vol. 19(7), pages 1161-1187, July.
    11. Werner Hölzl, 2014. "Persistence, survival, and growth: a closer look at 20 years of fast-growing firms in Austria," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 199-231, February.
    12. Elizabeth Garnsey & Erik Stam & Paul Heffernan, 2006. "New Firm Growth: Exploring Processes and Paths," Industry and Innovation, Taylor & Francis Journals, vol. 13(1), pages 1-20.
    13. Alex Coad & Sven-Olov Daunfeldt & Werner Hölzl & Dan Johansson & Paul Nightingale, 2014. "High-growth firms: introduction to the special section," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 91-112, February.
    14. Unger, Jens M. & Rauch, Andreas & Frese, Michael & Rosenbusch, Nina, 2011. "Human capital and entrepreneurial success: A meta-analytical review," Journal of Business Venturing, Elsevier, vol. 26(3), pages 341-358, May.
    15. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2013. "Like milk or wine: Does firm performance improve with age?," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 173-189.
    16. Erik Stam & Karl Wennberg, 2009. "The roles of R&D in new firm growth," Small Business Economics, Springer, vol. 33(1), pages 77-89, June.
    17. Pelin Demirel & Mariana Mazzucato, 2012. "Innovation and Firm Growth: Is R&D Worth It?," Industry and Innovation, Taylor & Francis Journals, vol. 19(1), pages 45-62, January.
    18. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    19. Kumar, M S, 1985. "Growth, Acquisition Activity and Firm Size: Evidence from the United Kingdom," Journal of Industrial Economics, Wiley Blackwell, vol. 33(3), pages 327-338, March.
    20. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    21. Francesca Lotti & Enrico Santarelli & Marco Vivarelli, 2003. "Does Gibrat's Law hold among young, small firms?," Journal of Evolutionary Economics, Springer, vol. 13(3), pages 213-235, August.
    22. Geroski, P. A. & Toker, S., 1996. "The turnover of market leaders in UK manufacturing industry, 1979-86," International Journal of Industrial Organization, Elsevier, vol. 14(2), pages 141-158.
    23. Almus, Matthias & Nerlinger, Eric A, 2000. "Testing "Gibrat's Law" for Young Firms--Empirical Results for West Germany," Small Business Economics, Springer, vol. 15(1), pages 1-12, August.
    24. Tor Jakob Klette & Samuel Kortum, 2004. "Innovating Firms and Aggregate Innovation," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
    25. Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2014. "High-growth firms and innovation: an empirical analysis for Spanish firms," Working Papers 2072/228402, Universitat Rovira i Virgili, Department of Economics.
    26. 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.
    27. Micheline Goedhuys & Leo Sleuwaegen, 2010. "High-growth entrepreneurial firms in Africa: a quantile regression approach," Small Business Economics, Springer, vol. 34(1), pages 31-51, January.
    28. Audretsch, David B., 1995. "Innovation, growth and survival," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 441-457, December.
    29. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    30. Matthias Almus, 2002. "What characterizes a fast-growing firm?," Applied Economics, Taylor & Francis Journals, vol. 34(12), pages 1497-1508.
    31. Gimmon, Eli & Levie, Jonathan, 2010. "Founder's human capital, external investment, and the survival of new high-technology ventures," Research Policy, Elsevier, vol. 39(9), pages 1214-1226, November.
    32. Alessandro Arrighetti & Andrea Lasagni, 2013. "Assessing the Determinants of High-Growth Manufacturing Firms in Italy," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 20(2), pages 245-267, July.
    33. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    34. Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
    35. Alex Coad & Sven-Olov Daunfeldt & Dan Johansson & Karl Wennberg, 2014. "Whom do high-growth firms hire?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 293-327, February.
    36. Dirk Czarnitzki & Julie Delanote, 2013. "Young Innovative Companies: the new high-growth firms?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(5), pages 1315-1340, October.
    37. Simon Parker & David Storey & Arjen Witteloostuijn, 2010. "What happens to gazelles? The importance of dynamic management strategy," Small Business Economics, Springer, vol. 35(2), pages 203-226, September.
    38. Takehiko Yasuda, 2005. "Firm Growth, Size, Age and Behavior in Japanese Manufacturing," Small Business Economics, Springer, vol. 24(1), pages 1-15, December.
    39. G. Bottazzi & E. Cefis & G. Dosi & A. Secchi, 2007. "Invariances and Diversities in the Patterns of Industrial Evolution: Some Evidence from Italian Manufacturing Industries," Small Business Economics, Springer, vol. 29(1), pages 137-159, June.
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    More about this item

    Keywords

    Firm Performance; Management of Technological Innovation and R&D;

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • 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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