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The Devil Dwells in the Tails A Quantile Regression Approach to Firm Growth

Author

Listed:
  • Toke Reichstein
  • Michael S. Dahl
  • Bernd Ebersberger,
  • Morten Jensen

Abstract

This paper explores the firm growth rate distribution in a Gibrat’s Law context. The aim is to provide an empirical exploration of the determinants of firm growth. The work is novel in two respects. First, rather than limiting the analysis to focus on the conditional mean growth level, we investigate the complete shape of the distribution. Second, we show that the differences in the firm growth rate process between large and small firms are highly circumstantial. That industry dynamics have a substantial influence on the relationship between firm size and firm growth. The data used includes more than 9000 Danish firms from manufacturing, services and construction. We provide robust evidence indicating that firm growth studies should be less obsessed with explaining means and instead look to other parts of the firm growth rate distribution.

Suggested Citation

  • Toke Reichstein & Michael S. Dahl & Bernd Ebersberger, & Morten Jensen, 2006. "The Devil Dwells in the Tails A Quantile Regression Approach to Firm Growth," DRUID Working Papers 06-34, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    • Handle: RePEc:aal:abbswp:06-34
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    Citations

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    Cited by:

    1. Coad, Alex & Rao, Rekha & Tamagni, Federico, 2011. "Growth processes of Italian manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 22(1), pages 54-70, February.
    2. Delmar, Frédéric & Wennberg, Karl & Hellerstedt, Karin, 2011. "Endogenous growth through knowledge spillovers in entrepreneurship: An empirical test," Ratio Working Papers 165, The Ratio Institute.
    3. Alex Coad & Sven-Olov Daunfeldt & Daniel Halvarsson, 2018. "Bursting into life: firm growth and growth persistence by age," Small Business Economics, Springer, vol. 50(1), pages 55-75, January.
    4. Otto, Anne & Fornahl, Dirk, 2008. "Long-term growth determinants of young businesses in Germany : effects of regional concentration and specialisation," IAB-Discussion Paper 200813, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    5. Daunfeldt, Sven-Olov & Halvarsson, Daniel & Mihaescu, Oana, 2015. "High-growth firms: Not so vital after all?," Ratio Working Papers 263, The Ratio Institute.
    6. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2014. "Age and firm growth: evidence from three European countries," Small Business Economics, Springer, vol. 43(4), pages 823-837, December.
    7. 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.
    8. Werner Hölzl, 2009. "Is the R&D behaviour of fast-growing SMEs different? Evidence from CIS III data for 16 countries," Small Business Economics, Springer, vol. 33(1), pages 59-75, June.
    9. Marta Postu?a & Wojciech Chmielewski, 2019. "The Impact of Intangible Assets and R&D Expenditure on the Market Capitalization and EBITDA of Selected ICT Sector Enterprises in the European Union," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(8), pages 117-117, August.
    10. Anne Otto & Dirk Fronahl, 2009. "Long-Term Growth Determinants Of Young Businesses In Germany – The Effects Of Regional Concentration And Specialisation," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 3(1), pages 1-35, JUNE.
    11. Daunfeldt, Sven-Olov & Lang, Åsa & Macuchova, Zuzana & Rudholm, Niklas, 2011. "Firm Growth in the Retail and Wholesale Trade Sectors – Evidence from Sweden," HUI Working Papers 50, HUI Research.
    12. Alex Coad & Werner Hölzl, 2009. "On the Autocorrelation of Growth Rates," Journal of Industry, Competition and Trade, Springer, vol. 9(2), pages 139-166, June.
    13. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    14. Müller, Kathrin, 2009. "Employment growth in newly established firms: is there evidence for academic entrepreneur's human capital depreciation?," ZEW Discussion Papers 09-050, ZEW - Leibniz Centre for European Economic Research.

    More about this item

    Keywords

    Firm growth; quantile regression; distribution shape;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

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