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Innovation and productivity in SMEs: empirical evidence for Italy

  • Bronwyn Hall


  • Francesca Lotti


  • Jacques Mairesse


Innovation in SMEs exhibits some peculiar features that most traditional indicators of innovation activity do not capture. Therefore, in this paper, we develop a structural model of innovation which incorporates information on innovation success from firm surveys along with the usual R&D expenditures and productivity measures. We then apply the model to data on Italian SMEs from the �Survey on Manufacturing Firms� conducted by Mediocredito-Capitalia covering the period 1995-2003. The model is estimated in steps, following the logic of firms� decisions and outcomes. We find that international competition fosters R&D intensity, especially for high-tech firms. Firm size, R&D intensity, along with investment in equipment enhances the likelihood of having both process and product innovation. Both these kinds of innovation have a positive impact on firm�s productivity, especially process innovation. Among SMEs, larger and older firms seem to be less productive.

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Article provided by Springer in its journal Small Business Economics.

Volume (Year): 33 (2009)
Issue (Month): 1 (June)
Pages: 13-33

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Handle: RePEc:kap:sbusec:v:33:y:2009:i:1:p:13-33
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  1. Francesca Lotti & Enrico Santarelli, 2001. "Linking Knowledge to Productivity: A Germany-Italy Comparison Using the CIS Database," Empirica, Springer, vol. 28(3), pages 293-317, September.
  2. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  3. Hans Loof & Almas Heshmati, 2006. "On the relationship between innovation and performance: A sensitivity analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 317-344.
  4. Bronwyn H. Hall, 2003. "The Financing of Research and Development," Finance 0303003, EconWPA.
  5. Harhoff, Dietmar, 1994. "R&D and productivity in German manufacturing firms," ZEW Discussion Papers 94-01, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  6. Hall, Bronwyn & Mairesse, Jacques, 2006. "Empirical studies of innovation in the knowledge driven economy," MERIT Working Papers 028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  7. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," Review of Economic Studies, Wiley Blackwell, vol. 70(1), pages 33-58, January.
  8. Luuk Klomp & George Van Leeuwen, 2001. "Linking Innovation and Firm Performance: A New Approach," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(3), pages 343-364.
  9. 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.
  10. Tor Jakob Klette & Samuel Kortum, 2004. "Innovating Firms and Aggregate Innovation," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
  11. Janz, Norbert & Lööf, Hans & Peters, Bettina, 2004. "Firm Level Innovation and Productivity - Is there a Common Story Across Countries?," Working Paper Series in Economics and Institutions of Innovation 24, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  12. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2007. "Employment, innovation, and productivity: Evidence from italian microdata," Temi di discussione (Economic working papers) 622, Bank of Italy, Economic Research and International Relations Area.
  13. repec:crs:wpaper:9833 is not listed on IDEAS
  14. Mairesse,Jacques & Mohnen,Pierre, 2004. "The Importance of R&D for Innovation: A Reassessment Using French Survey Data," Research Memorandum 022, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
  15. Acs, Zoltan J & Audretsch, David B, 1988. "Innovation in Large and Small Firms: An Empirical Analysis," American Economic Review, American Economic Association, vol. 78(4), pages 678-90, September.
  16. Lööf, Hans & Heshmati, Almas, 2000. "Knowledge Capital and Performance Heterogeneity: A Firm Level Innovation Study," SSE/EFI Working Paper Series in Economics and Finance 387, Stockholm School of Economics, revised 14 Aug 2000.
  17. Gary Jefferson & Bai Huamao & Guan Xiaojing & Yu Xiaoyun, 2006. "R&D Performance in Chinese industry," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 345-366.
  18. Francesco Daveri & Cecilia Jona-Lasinio, 2005. "Italy’s Decline: Getting the Facts Right," Working Papers 301, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  19. Kleinknecht, Alfred, 1987. "Measuring R&D in Small Firms: How Much Are We Missing?," Journal of Industrial Economics, Wiley Blackwell, vol. 36(2), pages 253-56, December.
  20. Jose Miguel Benavente, 2006. "The role of research and innovation in promoting productivity in chile," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 301-315.
  21. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation, and Productivity: An Econometric Analysis at the Firm Level," NBER Working Papers 6696, National Bureau of Economic Research, Inc.
  22. 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.
  23. Pierre Mohnen & Jacques Mairesse & Marcel Dagenais, 2006. "Innovativity: A comparison across seven European countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 391-413.
  24. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
  25. Andrea Brandolini & Piero Casadio & Piero Cipollone & Marco Magnani & Alfonso Rosolia, 2007. "Employment Growth in Italy in the 1990s: Institutional Arrangements and Market Forces," AIEL Series in Labour Economics, in: Nicola Acocella & Riccardo Leoni (ed.), Social Pacts, Employment and Growth. A Reappraisal of Ezio Tarantelli’s Thought, edition 1, chapter 4, pages 31-68 AIEL - Associazione Italiana Economisti del Lavoro.
  26. Rajan, Raghuram G & Zingales, Luigi, 2003. "Banks and Markets: the Changing Character of European Finance," CEPR Discussion Papers 3865, C.E.P.R. Discussion Papers.
  27. Lichtenberg, Frank R & Siegel, Donald, 1991. "The Impact of R&D Investment on Productivity--New Evidence Using Linked R&D-LRD Data," Economic Inquiry, Western Economic Association International, vol. 29(2), pages 203-29, April.
  28. Richard Blundell & Rachel Griffith & John Van Reenen, 1993. "Knowledge stocks, persistent innovation and market dominance: evidence from a panel of British manufacturing firms," IFS Working Papers W93/19, Institute for Fiscal Studies.
  29. Acocella Nicola & (eds.) Riccardo Leoni, 2007. "Social Pacts, Employment and Growth (di Antonella Stirati)," Economia & lavoro, Carocci editore, issue 3, pages 162.
  30. 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.
  31. Mario Pianta & Andrea Vaona, 2006. "Innovation and Productivity in European Industries," Kiel Working Papers 1283, Kiel Institute for the World Economy.
  32. Jacques Mairesse & Mohamed Sassenou, 1991. "R&D Productivity: A Survey of Econometric Studies at the Firm Level," NBER Working Papers 3666, National Bureau of Economic Research, Inc.
  33. Raquel Ortega-Argilés & Lesley Potters & Marco Vivarelli, 2009. "R&D and Productivity: Testing Sectoral Peculiarities Using Micro Data," JRC-IPTS Working Papers on Corporate R&D and Innovation 2009-3, Institute of Prospective Technological Studies, Joint Research Centre.
  34. Werner Bonte, 2003. "R&D and productivity: Internal vs. external R&D - evidence from west german manufacturing industries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(4), pages 343-360.
  35. Gu, Wulong & Baldwin, John R., 2003. "Participation in Export Markets and Productivity Performance in Canadian Manufacturing," Economic Analysis (EA) Research Paper Series 2003011e, Statistics Canada, Analytical Studies Branch.
  36. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
  37. Beckstead, Desmond & Baldwin, John R. & Caves, Richard, 2002. "Changes in the Diversification of Canadian Manufacturing Firms and Plants (1973-1997): A Move to Specialization," Analytical Studies Branch Research Paper Series 2002179e, Statistics Canada, Analytical Studies Branch.
  38. Tor Jakob Klette & Frode Johansen, 1996. "Accumulation of R&D Capital and Dynamic Firm Performance: A Not-so-fixed Effect Model," Discussion Papers 184, Statistics Norway, Research Department.
  39. Bronwyn H. Hall & Jacques Mairesse, 1992. "Exploring the Relationship Between R&D and Productivity in French Manufacturing Firms," NBER Working Papers 3956, National Bureau of Economic Research, Inc.
  40. George Van Leeuwen & Luuk Klomp, 2006. "On the contribution of innovation to multi-factor productivity growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 367-390.
  41. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-96, September.
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