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A Closer Look at Serial Growth Rate Correlation

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Author Info
Alex Coad

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Abstract

Serial correlation in annual growth rates carries a lot of information on growth pro-cesses – it allows us to directly observe firm performance as well as to test theories. Using a 7-year balanced panel of 10 000 French manufacturing firms, we observe that small firms typically are subject to negative correlation of annual growth rates, whereas larger firms display positive correlation. Furthermore, we find that those small firms that experience extreme positive or negative growth in any one year are unlikely to repeat this performance in the following year

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Paper provided by Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy in its series LEM Papers Series with number 2006/29.

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Date of creation: 03 Nov 2006
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Handle: RePEc:ssa:lemwps:2006/29

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Keywords: Serial correlation firm growth quantile regression French manufacturing fast-growth firms

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This paper has been announced in the following NEP Reports: 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 & Angelo Secchi, 2005. "Explaining the Distribution of Firms Growth Rates," LEM Papers Series 2005/16, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
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  2. 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!]
  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. 127(4), pages 675-694, December. [Downloadable!] (restricted)
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  4. 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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  5. 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_4), pages 217-232, December. [Downloadable!]
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  6. 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)
  7. Alex Coad, 2006. "Towards an explanation of the exponential distribution of firm growth rates," Cahiers de la Maison des Sciences Economiques r06025, Université Panthéon-Sorbonne (Paris 1). [Downloadable!]
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  8. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(04), pages 795-837, July. [Downloadable!]
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  9. Giulio Bottazzi & Elena Cefis & Giovanni Dosi, 2002. "Corporate growth and industrial structures: some evidence from the Italian manufacturing industry," Industrial and Corporate Change, Oxford University Press, vol. 11(4), pages 705-723, August.
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  10. 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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  11. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January. [Downloadable!] (restricted)
  12. Chesher, Andrew, 1979. "Testing the Law of Proportionate Effect," Journal of Industrial Economics, Blackwell Publishing, vol. 27(4), pages 403-11, June. [Downloadable!] (restricted)
  13. Kumar, M S, 1985. "Growth, Acquisition Activity and Firm Size: Evidence from the United Kingdom," Journal of Industrial Economics, Blackwell Publishing, vol. 33(3), pages 327-38, March. [Downloadable!] (restricted)
  14. Alex Coad & Rekha Rao, 2006. "Innovation and Firm Growth in High-Tech Sectors: A Quantile Regression Approach," LEM Papers Series 2006/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
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  15. Ericson, Richard & Pakes, Ariel, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," Review of Economic Studies, Blackwell Publishing, vol. 62(1), pages 53-82, January. [Downloadable!] (restricted)
  16. 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. [Downloadable!] (restricted)
  17. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-70, May. [Downloadable!] (restricted)
  18. Geroski, Paul A & Machin, Stephen & Walters, Christopher F, 1997. "Corporate Growth and Profitability," Journal of Industrial Economics, Blackwell Publishing, vol. 45(2), pages 171-89, June. [Downloadable!] (restricted)
  19. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-32, December. [Downloadable!] (restricted)
  20. Weiss, Christoph R, 1998. " Size, Growth, and Survival in the Upper Austrian Farm Sector," Small Business Economics, Springer, vol. 10(4), pages 305-12, June. [Downloadable!] (restricted)
  21. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall. [Downloadable!] (restricted)
  22. 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!]
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  23. Paul Geroski & Mariana Mazzucato, 2002. "Learning and the sources of corporate growth," Industrial and Corporate Change, Oxford University Press, vol. 11(4), pages 623-644, August.
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  24. Singh, Ajit & Whittington, Geoffrey, 1975. "The Size and Growth of Firms," Review of Economic Studies, Blackwell Publishing, vol. 42(1), pages 15-26, January. [Downloadable!] (restricted)
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. Alex Coad, 2008. "Firm growth and scaling of growth rate variance in multiplant firms," Economics Bulletin, Economics Bulletin, vol. 12(9), pages 1-15. [Downloadable!]
    Other versions:
  2. Alex Coad & Rekha Rao, 2006. "Innovation and market value: a quantile regression analysis," Economics Bulletin, Economics Bulletin, vol. 15(13), pages 1-10. [Downloadable!]
  3. Alexander Coad & Rekha Rao, 2007. "Firm Growth and R&D Expenditure," Papers on Econonmics and Evolution 2007-10, Max Planck Institute of Economics, Evolutionary Economics Group. [Downloadable!]
  4. Alexander Coad, 2007. "Disentangling the firm growth process: evidence from a recursive panel VAR," Papers on Econonmics and Evolution 2007-15, Max Planck Institute of Economics, Evolutionary Economics Group. [Downloadable!]
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