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What makes a high-growth firm? A dynamic probit analysis using Spanish firm-level data

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  • Paloma Lopez-Garcia
  • Sergio Puente

Abstract

It is well established that a small number of firms, known as fast-growth firms or Gazelles, create most new jobs. Despite the importance of this topic from a policy point of view, most studies are descriptive and explore a limited number of characteristics of fast-growth firms. The existence of some correlation between two or more of the determinants of fast growth could yield, however, spurious results. To avoid that problem, this paper performs a multivariate analysis of the determinants of fast growth using a panel of Spanish firms. The variables explored include sector of activity, region and newness of the firm as well as access to external finance and firms’ human resource practices. We control for the presence of unobserved time-invariant, firm-specific heterogeneity as well as for the possible existence of state dependence. We find that past extreme growth episodes increase the probability of current fast growth, which is in contrast to previous findings on the topic. We also find that human resource practices, such as employing qualified personnel or the mix of contracts offered, are important determinants of fast growth. Lastly, newness and access to credit are found to be important to explain firm growth, but they are not significant determinants of fast or extreme employment growth, thereby reflecting the existence of non-linearities in the growth process of firms. Copyright Springer Science+Business Media, LLC. 2012

Suggested Citation

  • 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.
    • Handle: RePEc:kap:sbusec:v:39:y:2012:i:4:p:1029-1041
    DOI: 10.1007/s11187-011-9321-z
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    References listed on IDEAS

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    1. Alex Coad, 2007. "A Closer Look at Serial Growth Rate Correlation," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(1), pages 69-82, August.
    2. Dolado, Juan J & Stucchi, Rodolfo, 2008. "Do Temporary Contracts Affect TFP? Evidence from Spanish Manufacturing Firms," CEPR Discussion Papers 7055, C.E.P.R. Discussion Papers.
    3. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2010. "Who Creates Jobs? Small vs. Large vs. Young," Working Papers 10-17, Center for Economic Studies, U.S. Census Bureau.
    4. Dunne, Paul & Hughes, Alan, 1994. "Age, Size, Growth and Survival: UK Companies in the 1980s," Journal of Industrial Economics, Wiley Blackwell, vol. 42(2), pages 115-140, June.
    5. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    6. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    7. John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March.
    8. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    9. Zoltán J. Ács & Pamela Mueller, 2015. "Employment effects of business dynamics: Mice, Gazelles and Elephants," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 16, pages 304-319, Edward Elgar Publishing.
    10. 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.
    11. 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.
    12. Nadine Levratto & Luc Tessier & Messaoud Zouikri, 2010. "The determinants of growth for SMEs. A longitudinal study from French manufacturing firms," EconomiX Working Papers 2010-28, University of Paris Nanterre, EconomiX.
    13. Cecilia Albert & Carlos García-Serrano & Virginia Hernanz, 2004. "Firm-provided training and temporary contracts," Spanish Economic Review, Springer;Spanish Economic Association, vol. 7(1), pages 67-88, January.
    14. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    15. Paloma López-García & Sergio Puente, 2009. "What makes a high-growth firm? A probit analysis using Spanish firm-level data," Working Papers 0920, Banco de España.
    16. Nadim Ahmad, 2006. "A Proposed Framework For business Demography Statistics," OECD Statistics Working Papers 2006/3, OECD Publishing.
    17. Barringer, Bruce R. & Jones, Foard F. & Neubaum, Donald O., 2005. "A quantitative content analysis of the characteristics of rapid-growth firms and their founders," Journal of Business Venturing, Elsevier, vol. 20(5), pages 663-687, September.
    18. Becchetti, Leonardo & Trovato, Giovanni, 2002. "The Determinants of Growth for Small and Medium Sized Firms: The Role of the Availability of External Finance," Small Business Economics, Springer, vol. 19(4), pages 291-306, December.
    19. repec:bla:jindec:v:46:y:1998:i:4:p:453-88 is not listed on IDEAS
    20. repec:bla:jindec:v:45:y:1997:i:2:p:171-89 is not listed on IDEAS
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    More about this item

    Keywords

    High-growth firms; Job creation; Panel firm-level data; Dynamic probit analysis; J23; L11; L25; L26;
    All these keywords.

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

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