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

  • Alex Coad

    (CES-Matisse, UMR 8174 CNRS et Univ. Paris 1, France)

  • Rekha Rao

    (LEM, Sant'Anna School of Advanced Studies, Pisa, Italy)

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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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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  1. Aghion, P. & Howitt, P., 1990. "A Model Of Growth Through Creative Destruction," DELTA Working Papers 90-12, DELTA (Ecole normale supérieure).
  2. Mowery, David C., 1983. "Industrial Research and Firm Size, Survival, and Growth in American Manufacturing, 1921–1946: An Assessment," The Journal of Economic History, Cambridge University Press, vol. 43(04), pages 953-980, December.
  3. Giulio Bottazzi & Alex Coad & Nadia Jacoby & Angelo Secchi, 2005. "Corporate growth and industrial dynamics: evidence from french manufacturing," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00261616, HAL.
  4. Hall, Bronwyn H & Jaffe, Adam B & Trajtenberg, Manuel, 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," CEPR Discussion Papers 3094, C.E.P.R. Discussion Papers.
  5. Joao Pedro Azevedo, 2004. "GRQREG: Stata module to graph the coefficients of a quantile regression," Statistical Software Components S437001, Boston College Department of Economics, revised 17 Mar 2011.
  6. Griliches, Zvi, 1990. "Patent Statistics as Economic Indicators: A Survey," Journal of Economic Literature, American Economic Association, vol. 28(4), pages 1661-1707, December.
  7. Harhoff, Dietmar & Stahl, Konrad & Woywode, Michael, 1998. "Legal Form, Growth and Exit of West German Firms--Empirical Results for Manufacturing, Construction, Trade and Service Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 46(4), pages 453-88, December.
  8. Hall, Bronwyn H. & Oriani, Raffaele, 2006. "Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 971-993, September.
  9. 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.
  10. 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, HAL.
  11. Wesley M Cohen & Richard R Nelson & John P Walsh, 2003. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (Or Not)," Levine's Working Paper Archive 618897000000000624, David K. Levine.
  12. Hart, Peter E & Oulton, Nicholas, 1996. "Growth and Size of Firms," Economic Journal, Royal Economic Society, vol. 106(438), pages 1242-52, September.
  13. Mahmut Yasar & Carl H. Nelson & Roderick Rejesus, 2003. "Productivity and Exporting Status of Manufacturing Firms: Evidence from Quantile Regressions," Emory Economics 0323, Department of Economics, Emory University (Atlanta).
  14. Giulio Bottazzi & Giovanni Dosi & Marco Lippi & Fabio Pammolli & Massimo Riccaboni, 2001. "Innovation and Corporate Growth in the Evolution of the Drug Industry," LEM Papers Series 2001/02, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  15. Alex Coad & Rekha Rao, 2006. "Innovation and firm growth in "complex technology" sectors : a quantile regression approach," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00118797, HAL.
  16. Bronwyn H. Hall, 2004. "Exploring the Patent Explosion," NBER Working Papers 10605, National Bureau of Economic Research, Inc.
  17. Giulio Bottazzi & Angelo Secchi, 2003. "Common Properties and Sectoral Specificities in the Dynamics of U.S. Manufacturing Companies," Review of Industrial Organization, Springer, vol. 23(3), pages 217-232, December.
  18. 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.
  19. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  20. Giulio Bottazzi & Elena Cefis & Giovanni Dosi, 2001. "Corporate Growth and Industrial Structure. Some Evidence from the Italian Manufacturing Industry," LEM Papers Series 2001/08, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  21. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, 04.
  22. 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).
  23. Bronwyn H. Hall, 1986. "The Relationship Between Firm Size and Firm Growth in the U.S. Manufacturing Sector," NBER Working Papers 1965, National Bureau of Economic Research, Inc.
  24. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
  25. Dunne, Timothy & Roberts, Mark J & Samuelson, Larry, 1989. "The Growth and Failure of U.S. Manufacturing Plants," The Quarterly Journal of Economics, MIT Press, vol. 104(4), pages 671-98, November.
  26. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth Through Creative Destruction," Scholarly Articles 12490578, Harvard University Department of Economics.
  27. repec:ebl:ecbull:v:15:y:2006:i:13:p:1-10 is not listed on IDEAS
  28. Elena Cefis & Luigi Orsenigo, 1998. "The Persistence of Innovative Activities. A Cross-Countries and Cross-Sectors Comparative Analysis," Department of Economics Working Papers 9804, Department of Economics, University of Trento, Italia.
  29. Nicholas Bloom & John Van Reenen, 2002. "Patents, Real Options and Firm Performance," Economic Journal, Royal Economic Society, vol. 112(478), pages C97-C116, March.
  30. F. M. Scherer, 1965. "Corporate Inventive Output, Profits, and Growth," Journal of Political Economy, University of Chicago Press, vol. 73, pages 290.
  31. 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.
  32. Christine Greenhalgh & Mark Rogers, 2004. "The Value of Innovation: The Interaction of Competition, R&D and IP," Economics Series Working Papers 192, University of Oxford, Department of Economics.
  33. Alex Coad, 2007. "A Closer Look at Serial Growth Rate Correlation," Review of Industrial Organization, Springer, vol. 31(1), pages 69-82, August.
  34. 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.
  35. 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.
  36. 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.
  37. Niefert, Michaela, 2005. "Patenting Behaviour and Employment Growth in German Start-up Firms: A Panel Data Analysis," ZEW Discussion Papers 05-03, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  38. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-71, September.
  39. Del Monte, Alfredo & Papagni, Erasmo, 2003. "R&D and the growth of firms: empirical analysis of a panel of Italian firms," Research Policy, Elsevier, vol. 32(6), pages 1003-1014, June.
  40. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-84, April.
  41. repec:fth:harver:1473 is not listed on IDEAS
  42. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
  43. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
  44. 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.
  45. P. A. Geroski, 2005. "Understanding the implications of empirical work on corporate growth rates," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 129-138.
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