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R&D and Non-Linear Productivity Growth of Heterogeneous Firms

The present paper studies the relationship between R&D investment and firm productivity growth by explicitly accounting for non-linearities in the R&D-productivity relationship and inter-sectoral firm heterogeneity. In order to address these issues, we employ a two step estimation approach, and match two firm-level panel data sets for the OECD countries, which allows us to relax both the linearity and homogeneity assumptions of the canonical Griliches (1979) knowledge capital model. Our results suggest that: (i) R&D investment increases firm productivity with an average elasticity of 0.15; (ii) the impact of R&D investment on firm productivity is differential at different levels of R&D intensity – the productivity elasticity ranges from -0.02 for low levels of R&D intensity to 0.33 for high levels of R&D intensity; (iii) the relationship between R&D expenditures and productivity growth is non-linear, and only after a certain critical mass of R&D is reached, the productivity growth is significantly positive; (iv) there are important intersectoral differences with respect to R&D investment and firm productivity – high-tech sectors’ firms not only invest more in R&D, but also achieve more in terms of productivity gains connected with research activities.

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File URL: http://publications.jrc.ec.europa.eu/repository/handle/JRC77247
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Paper provided by Joint Research Centre (Seville site) in its series JRC Working Papers with number JRC77247.

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Length: 33 pages
Date of creation: Dec 2012
Date of revision:
Handle: RePEc:ipt:iptwpa:jrc77247
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  1. Bronwyn H. Hall & Jacques Mairesse & Pierre Mohnen, 2009. "Measuring the Returns to R&D," NBER Working Papers 15622, National Bureau of Economic Research, Inc.
  2. Ben Tomlin, 2010. "Exchange Rate Fluctuations, Plant Turnover and Productivity," Staff Working Papers 10-18, Bank of Canada.
  3. Jacques Mairesse & Pierre Mohnen, 2001. "To Be or Not To Be Innovative: An Exercise in Measurement," NBER Working Papers 8644, National Bureau of Economic Research, Inc.
  4. Aghion, P. & Howitt, P., 1990. "A Model Of Growth Through Creative Destruction," DELTA Working Papers 90-12, DELTA (Ecole normale supérieure).
  5. Serguey Braguinsky & Atsushi Ohyama & Tetsuji Okazaki & Chad Syverson, 2014. "Acquisitions, Productivity, and Profitability: Evidence from the Japanese Cotton Spinning Industry," NBER Working Papers 19901, National Bureau of Economic Research, Inc.
  6. Subal C. Kumbhakar & Raquel Ortega-Argilés & Lesley Potters & Marco Vivarelli & Peter Voigt, 2010. "Corporate R&D and firm efficiency: Evidence from Europe’s top R&D investors," JRC Working Papers on Corporate R&D and Innovation 2010-11, Joint Research Centre (Seville site).
  7. 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).
  8. Nick Bloom & Mark Schankerman & John Van Reenen, 2005. "Identifying technology spillovers and product market rivalry," LSE Research Online Documents on Economics 5077, London School of Economics and Political Science, LSE Library.
  9. 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.
  10. P. Geroski, 1998. "An Applied Econometrician's View of Large Company Performance," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 13(3), pages 271-294, June.
  11. Chang, Chia-Lin & Robin, Stéphane, 2008. "Public policy, innovation and total factor productivity: An application to Taiwan's manufacturing industry," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(3), pages 352-367.
  12. G. Steven Olley & Ariel Pakes, 1992. "The Dynamics of Productivity in the Telecommunications Equipment Industry," NBER Working Papers 3977, National Bureau of Economic Research, Inc.
  13. Griliches, Zvi & Mairesse, Jacques, 1983. "Comparing productivity growth: An exploration of french and U.S. industrial and firm data," European Economic Review, Elsevier, vol. 21(1-2), pages 89-119.
  14. Philippe Cuneo & Jacques Mairesse, 1984. "Productivity and R&D at the Firm Level in French Manufacturing," NBER Chapters, in: R&D, Patents, and Productivity, pages 375-392 National Bureau of Economic Research, Inc.
  15. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
  16. d'Artis Kancs & Pavel Ciaian, 2011. "Modelling the Flow of Knowledge and Human Capital: A Framework of Innovative Capital," EERI Research Paper Series EERI_RP_2011_21, Economics and Econometrics Research Institute (EERI), Brussels.
  17. Olga Slivko & Bernd Theilen, 2014. "Innovation or imitation? The effect of spillovers and competitive pressure on firms’ R&D strategy choice," Journal of Economics, Springer, vol. 112(3), pages 253-282, July.
  18. Czarnitzki, Dirk & Hanel, Petr & Rosa, Julio Miguel, 2004. "Evaluating the Impact of R&D Tax Credits on Innovation: A Microeconometric Study on Canadian Firms," ZEW Discussion Papers 04-77, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  19. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, 02.
  20. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S71-102, October.
  21. Dermot Leahy & J. Peter Neary, 2004. "Absorptive capacity, R&D spillovers, and public policy," Working Papers 200418, School of Economics, University College Dublin.
  22. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2012. "Too much of a good thing? On the growth effects of the EU's regional policy," European Economic Review, Elsevier, vol. 56(4), pages 648-668.
  23. 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.
  24. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297.
  25. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63 Elsevier.
  26. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2015. "Industry–research co-operation within and across regional boundaries. What does innovation policy add?," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 499-524, 08.
  27. Xulia Gonz·lez & Jordi Jaumandreu, . "Threshold effects in product R&D decisions: theoretical framework and empirical analysis," Studies on the Spanish Economy 45, FEDEA.
  28. 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.
  29. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
  30. Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-83, June.
  31. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2006. "Persistence of Innovation in Dutch Manufacturing: Is it Spurious?," CESifo Working Paper Series 1681, CESifo Group Munich.
  32. Xinshen Diao & Terry Roe & Erinc Yeldan, 1998. "Strategic Policies and Growth : An Applied Model of R&D-Driven Endogenous Growth," Working Papers 9801, Department of Economics, Bilkent University.
  33. repec:wip:wpaper:1 is not listed on IDEAS
  34. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-84, August.
  35. Moncada-Paternò-Castello, Pietro & Ciupagea, Constantin & Smith, Keith & Tübke, Alexander & Tubbs, Mike, 2010. "Does Europe perform too little corporate R&D? A comparison of EU and non-EU corporate R&D performance," Research Policy, Elsevier, vol. 39(4), pages 523-536, May.
  36. Goulder, Lawrence H. & Schneider, Stephen H., 1999. "Induced technological change and the attractiveness of CO2 abatement policies," Resource and Energy Economics, Elsevier, vol. 21(3-4), pages 211-253, August.
  37. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-43, May.
  38. Zvi Griliches, 1958. "Research Costs and Social Returns: Hybrid Corn and Related Innovations," Journal of Political Economy, University of Chicago Press, vol. 66, pages 419.
  39. 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.
  40. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
  41. Newman, Carol & Rand, John & Talbot, Theodore & Tarp, Finn, 2015. "Technology transfers, foreign investment and productivity spillovers," European Economic Review, Elsevier, vol. 76(C), pages 168-187.
  42. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," Review of Economic Studies, Oxford University Press, vol. 80(4), pages 1338-1383.
  43. Aminata SISSOKO, 2011. "R&D Subsidies And Firm-Level Productivity: Evidence From France," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2011002, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES), revised 24 Oct 2013.
  44. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
  45. Luintel, Kul B & Khan, Mosahid & Theodoridis, Konstantinos, 2010. "How Robust is the R&D-Productivity relationship? Evidence from OECD Countries," Cardiff Economics Working Papers E2010/7, Cardiff University, Cardiff Business School, Economics Section.
  46. Czarnitzki, Dirk & Kraft, Kornelius & Thorwarth, Susanne, 2009. "The knowledge production of 'R' and 'D'," Economics Letters, Elsevier, vol. 105(1), pages 141-143, October.
  47. Francesco Bogliacino, 2014. "Innovation and employment: A firm level analysis with European R&D Scoreboard data," Economia, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 15(2), pages 141_154.
  48. Cincera, Michele, 1997. "Patents, R&D, and Technological Spillovers at the Firm Level: Some Evidence from Econometric Count Models for Panel Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 265-80, May-June.
  49. Fabrizio, Kira R., 2009. "Absorptive capacity and the search for innovation," Research Policy, Elsevier, vol. 38(2), pages 255-267, March.
  50. Lesley Potters, 2009. "R&D in low-tech sectors," JRC Working Papers on Corporate R&D and Innovation 2009-8, Joint Research Centre (Seville site).
  51. Raquel Ortega-Argilés & Mariacristina Piva & Lesley Potters & Marco Vivarelli, 2009. "Is Corporate R&D Investment in High-Tech Sectors More Effective?," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises0955, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  52. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626 National Bureau of Economic Research, Inc.
  53. Markus Eberhardt & Christian Helmers, 2010. "Untested Assumptions and Data Slicing: A Critical Review of Firm-Level Production Function Estimators," Economics Series Working Papers 513, University of Oxford, Department of Economics.
  54. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," Review of Economic Studies, Oxford University Press, vol. 34(3), pages 249-283.
  55. D'Artis Kancs & Boriss Siliverstovs, 2015. "Employment Effect of Innovation," JRC Working Papers on Corporate R&D and Innovation 2015-07, Joint Research Centre (Seville site).
  56. Hector Hernandez & Fernando Hervas & Alexander Tuebke, 2011. "The 2011 EU Industrial R&D Investment Scoreboard," JRC Working Papers JRC67197, Joint Research Centre (Seville site).
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