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Innovation and Firm Growth in High-Tech Sectors: A Quantile Regression Approach

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Author Info
Alex Coad (CES-Matisse, UMR 8174 CNRS et Univ. Paris 1, France)
Rekha Rao (LEM, Sant'Anna School of Advanced Studies, Pisa, Italy)

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Abstract

We relate innovation to sales growth for incumbent firms in four high-tech sectors. A firm, on average, experiences only modest growth and may grow for a number of reasons that may or may not be related to 'innovativeness'. However, given that firms are heterogeneous and that growth rates distributions are heavy-tailed, it may be misleading to use regression techniques that focus on the 'average firm'. Using a quantile regression approach, we observe that innovativeness is of crucial importance for a handful of 'superstar' fast-growth firms. We also discuss policy implications of our results.

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Publisher Info
Paper provided by The Open University, Faculty of Social Sciences, Department of Economics in its series Open Discussion Papers in Economics with number 57.

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Length: 30 pages
Date of creation: Jan 2007
Date of revision:
Handle: RePEc:opn:wpaper:57

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Related research
Keywords: Innovation; Firm Growth; Quantile Regression; Innovation Policy; Patents;

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Find related papers by JEL classification:
O31 - Economic Development, Technological Change, and Growth - - Technological Change - - - Innovation and Invention: Processes and Incentives
L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

  1. Giulio Bottazzi & Alex Coad & Nadia Jacoby & Angelo Secchi, 2005. "Corporate Growth and Industrial Dynamics: Evidence from French Manufacturing," LEM Papers Series 2005/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
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    Other versions:
  3. Mahmut Yasar & Carl H. Nelson & Roderick Rejesus, 2006. "Productivity and Exporting Status of Manufacturing Firms: Evidence from Quantile Regressions," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 142(4), pages 675-694, December. [Downloadable!] (restricted)
    Other versions:
  4. Alex Coad, 2006. "Understanding the processes of firm growth - a closer look at serial growth rate correlation," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00118801_v1, HAL. [Downloadable!]
  5. Griliches, Zvi, 1990. "Patent Statistics as Economic Indicators: A Survey," Journal of Economic Literature, American Economic Association, vol. 28(4), pages 1661-1707, December. [Downloadable!] (restricted)
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  6. 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. [Downloadable!] (restricted)
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  7. 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. [Downloadable!] (restricted)
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  11. Cefis, Elena & Orsenigo, Luigi, 2001. "The persistence of innovative activities: A cross-countries and cross-sectors comparative analysis," Research Policy, Elsevier, vol. 30(7), pages 1139-1158, August. [Downloadable!] (restricted)
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  12. Bronwyn H. Hall, 2004. "Exploring the Patent Explosion," NBER Working Papers 10605, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  14. Alex Coad, 2006. "Understanding the processes of firm Growth - a closer look at serial growth rate correlation," Cahiers de la Maison des Sciences Economiques r06051, Université Panthéon-Sorbonne (Paris 1). [Downloadable!]
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  18. repec:fth:harver:1473 is not listed on IDEAS
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  20. Arundel, Anthony & Kabla, Isabelle, 1998. "What percentage of innovations are patented? empirical estimates for European firms," Research Policy, Elsevier, vol. 27(2), pages 127-141, June. [Downloadable!] (restricted)
  21. Bronwyn H. Hall and Adam Jaffe, and Manuel Trajtenberg., 2001. "Market Value and Patent Citations: A First Look," Economics Working Papers E01-304, University of California at Berkeley.
    Other versions:
  22. Evans, David S., 1986. "The Relationship Between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Working Papers 86-33, C.V. Starr Center for Applied Economics, New York University. [Downloadable!]
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  23. John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March. [Downloadable!] (restricted)
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  25. Hart, Peter E & Oulton, Nicholas, 1996. "Growth and Size of Firms," Economic Journal, Royal Economic Society, vol. 106(438), pages 1242-52, September. [Downloadable!] (restricted)
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  26. Alex Coad, 2005. "Testing the principle of 'growth of the fitter': The relationship between profits and firm growth," Emory Economics 0531, Department of Economics, Emory University (Atlanta). [Downloadable!]
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  27. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall. [Downloadable!] (restricted)
  28. Giulio Bottazzi & Elena Cefis & Giovanni Dosi & Angelo Secchi, 2003. "Invariances and Diversities in the Evolution of Manufacturing Industries," LEM Papers Series 2003/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
    Other versions:
  29. Alex Coad & Rekha Rao, 2006. "Innovation and firm growth in "complex technology" sectors : a quantile regression approach," Cahiers de la Maison des Sciences Economiques r06050, Université Panthéon-Sorbonne (Paris 1). [Downloadable!]
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  30. Bronwyn H. HALL & Raffaele ORIANI, 2004. "Does the Market Value R&D Investment by European Firms? Evidence from a Panel of Manufacturing Firms in France," Economics Working Papers ECO2004/13, European University Institute. [Downloadable!]
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Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Goedhuys, Micheline & Sleuwaegen, Leo, 2009. "High-Growth Entrepreneurial Firms in Africa: A Quantile Regression Approach," Working Papers UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER). [Downloadable!]
  2. 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. [Downloadable!] (restricted)
  3. Alex Coad, 2006. "A Closer Look at Serial Growth Rate Correlation," LEM Papers Series 2006/29, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
    Other versions:
  4. Matthias Deschryvere, 2008. "High Growth Firms and Job Creation in Finland," Discussion Papers 1144, The Research Institute of the Finnish Economy. [Downloadable!]
  5. 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]. [Downloadable!]
  6. A. Coad & R. Rao, 2007. "The Employment Effects of Innovations in High-Tech Industries," Papers on Economics and Evolution 2007-05, Max Planck Institute of Economics, Evolutionary Economics Group. [Downloadable!]
  7. 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. [Downloadable!] (restricted)
    Other versions:
  8. Alex Coad, 2008. "Distance to Frontier and Appropriate Business Strategy," LEM Papers Series 2008/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
    Other versions:
  9. Alexander Coad & Rekha Rao, 2007. "Firm Growth and R&D Expenditure," Papers on Economics and Evolution 2007-10, Max Planck Institute of Economics, Evolutionary Economics Group. [Downloadable!]
  10. Anne Otto & Dirk Fornahl, 2009. "Cohesion Policy:Methodology And Indicators Towards Common Approach," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 3(1), pages 1-35, JUNE. [Downloadable!]
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