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Dynamic Models of R&D, Innovation and Productivity: Panel Data Evidence for Dutch and French Manufacturing

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  • Wladimir Raymond
  • Jacques Mairesse
  • Pierre Mohnen
  • Franz Palm

Abstract

This paper introduces dynamics in the R&D to innovation and innovation to productivity relationships, which have mostly been estimated on cross-sectional data. It considers four nonlinear dynamic simultaneous equations models that include individual effects and idiosyncratic errors correlated across equations and that differ in the way innovation enters the conditional mean of labor productivity: through an observed binary indicator, an observed intensity variable or through the continuous latent variables that correspond to the observed occurrence or intensity. It estimates these models by full information maximum likelihood using two unbalanced panels of Dutch and French manufacturing firms from three waves of the Community Innovation Survey. The results provide evidence of robust unidirectional causality from innovation to productivity and of stronger persistence in productivity than in innovation.

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File URL: http://www.cesifo-group.de/portal/page/portal/DocBase_Content/WP/WP-CESifo_Working_Papers/wp-cesifo-2013/wp-cesifo-2013-06/cesifo1_wp4290.pdf
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Bibliographic Info

Paper provided by CESifo Group Munich in its series CESifo Working Paper Series with number 4290.

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Date of creation: 2013
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Handle: RePEc:ces:ceswps:_4290

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Keywords: R&D; innovation; productivity; panel data; dynamics; simultaneous equations;

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References

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  1. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45 National Bureau of Economic Research, Inc.
  2. Acemoglu, Daron & Aghion, Philippe & Zilibotti, Fabrizio, 2002. "Distance to Frontier, Selection, and Economic Growth," CEPR Discussion Papers 3467, C.E.P.R. Discussion Papers.
  3. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2003. "Vertical Integration and Distance to Frontier," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 630-638, 04/05.
  4. Elena Huergo & Lourdes Moreno, 2011. "Does history matter for the relationship between R&D, innovation, and productivity?," Industrial and Corporate Change, Oxford University Press, vol. 20(5), pages 1335-1368, October.
  5. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
  6. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-83, June.
  7. Bronwyn H. Hall & Zvi Griliches & Jerry A. Hausman, 1986. "Patents and R&D: Is There A Lag?," NBER Working Papers 1454, National Bureau of Economic Research, Inc.
  8. Geroski, Paul A & Samiei, Hossein & Van Reenen, John, 1996. "How Persistently do Firms Innovate?," CEPR Discussion Papers 1433, C.E.P.R. Discussion Papers.
  9. Mohnen, Pierre & Schim van der Loeff, S. & Palm, Franz & Raymond, Wladimir, 2006. "Persistence of Innovation in Dutch Manufacturing: Is it Spurious?," MERIT Working Papers 011, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  10. Majd, Saman & Pindyck, Robert S., 1987. "Time to build, option value, and investment decisions," Journal of Financial Economics, Elsevier, vol. 18(1), pages 7-27, March.
  11. 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.
  12. Peters, Bettina, 2005. "Persistence of Innovation: Stylised Facts and Panel Data Evidence," ZEW Discussion Papers 05-81, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  13. Bruno Crépon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation and Productivity : An Econometric Analysis at the Firm Level," Working Papers 98-33, Centre de Recherche en Economie et Statistique.
  14. Flaig, Gebhard & Stadler, Manfred, 1994. "Success Breeds Success. The Dynamics of the Innovation Process," Empirical Economics, Springer, vol. 19(1), pages 55-68.
  15. Emmanuel Duguet, 2006. "Innovation height, spillovers and tfp growth at the firm level: Evidence from French manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 415-442.
  16. Lee, Lung-fei, 2000. "A numerically stable quadrature procedure for the one-factor random-component discrete choice model," Journal of Econometrics, Elsevier, vol. 95(1), pages 117-129, March.
  17. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
  18. Jacques Mairesse & Pierre Mohnen & Elizabeth Kremp, 2010. "The Importance of R&D and Innovation for Productivity: A Reexamination in Light of the 2000 French Innovation Survey," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 487-527 National Bureau of Economic Research, Inc.
  19. repec:fth:inseep:9833 is not listed on IDEAS
  20. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity across Four European Countries," NBER Working Papers 12722, National Bureau of Economic Research, Inc.
  21. Bhattacharya, Sudipto & Ritter, Jay R, 1983. "Innovation and Communication: Signalling with Partial Disclosure," Review of Economic Studies, Wiley Blackwell, vol. 50(2), pages 331-46, April.
  22. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
  23. Fariñas, Jose C. & Ruano, Sonia, 2005. "Firm productivity, heterogeneity, sunk costs and market selection," International Journal of Industrial Organization, Elsevier, vol. 23(7-8), pages 505-534, September.
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Cited by:
  1. Mohnen, Pierre & Hall, Bronwyn H., 2013. "Innovation and productivity: An update," MERIT Working Papers 021, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

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