IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper

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

  • d'Artis Kancs
  • Boriss Siliverstovs

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 inter-sectoral 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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.econ.kuleuven.be/licos/publications/dp/dp321.pdf
Download Restriction: no

Paper provided by LICOS - Centre for Institutions and Economic Performance, KU Leuven in its series LICOS Discussion Papers with number 32112.

as
in new window

Length:
Date of creation: 2012
Date of revision:
Handle: RePEc:lic:licosd:32112
Contact details of provider: Postal:
De Bériotstraat 34, B-3000 Leuven

Phone: +32 (0) 16 / 32 6598
Fax: +32 (0) 16 / 32 6599
Web page: http://www.econ.kuleuven.be/licos
Email:


More information through EDIRC

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.:

as in new window
  1. Bloom, Nicholas & Schankerman, Mark & Van Reenen, John, 2005. "Identifying Technology Spillovers and Product Market Rivalry," CEPR Discussion Papers 4912, C.E.P.R. Discussion Papers.
  2. 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).
  3. 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," CAGE Online Working Paper Series 70, Competitive Advantage in the Global Economy (CAGE).
  4. 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.
  5. 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.
  6. 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).
  7. Geroski, Paul A, 1998. "An Applied Econometrician's View of Large Company Performance," CEPR Discussion Papers 1862, C.E.P.R. Discussion Papers.
  8. Czarnitzki, Dirk & Hanel, Petr & Rosa, Julio Miguel, 2011. "Evaluating the impact of R&D tax credits on innovation: A microeconometric study on Canadian firms," Research Policy, Elsevier, vol. 40(2), pages 217-229, March.
  9. 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.
  10. 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.
  11. Lesley Potters, 2009. "R&D in low-tech sectors," JRC Working Papers on Corporate R&D and Innovation 2009-8, Directorate Growth & Innovation and JRC-Seville, Joint Research Centre.
  12. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297.
  13. 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.
  14. 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.
  15. Kumbhakar, Subal C. & Ortega-Argilés, Raquel & Potters, Lesley & Vivarelli, Marco & Voigt, Peter, 2009. "Corporate R&D and Firm Efficiency: Evidence from Europe’s Top R&D Investors," IZA Discussion Papers 4657, Institute for the Study of Labor (IZA).
  16. Xulia González & Jordi Jaumandreu, . "Threshold effects in product R&D decisions: theoretical framework and empirical analysis," Studies on the Spanish Economy 78, FEDEA.
  17. 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.
  18. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-51, March.
  19. 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.
  20. Serguey Braguinsky & Atsushi Ohyama & Tetsuji Okazaki & Chad Syverson, 2014. "Acquisitions, Productivity, and Profitability: Evidence from the Japanese Cotton Spinning Industry," CIRJE F-Series CIRJE-F-945, CIRJE, Faculty of Economics, University of Tokyo.
  21. Ben Tomlin, 2010. "Exchange Rate Fluctuations, Plant Turnover and Productivity," Staff Working Papers 10-18, Bank of Canada.
  22. Bronwyn H. Hall & Jacques Mairesse & Pierre Mohnen, 2010. "Measuring the Returns to R&D," CIRANO Working Papers 2010s-02, CIRANO.
  23. 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.
  24. Leahy, Dermot & Neary, J. Peter, 2007. "Absorptive capacity, R&D spillovers, and public policy," International Journal of Industrial Organization, Elsevier, vol. 25(5), pages 1089-1108, October.
  25. Mairesse Jacques & Mohnen Pierre, 2001. "To Be Or Not To Be Innovative: An Exercise In Measurement," Research Memorandum 038, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
  26. repec:wip:wpaper:1 is not listed on IDEAS
  27. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
  28. Czarnitzki, Dirk & Kraft, Kornelius & Thorwarth, Susanne, 2009. "The knowledge production of 'R' and 'D'," Economics Letters, Elsevier, vol. 105(1), pages 141-143, October.
  29. 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.
  30. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," Review of Economic Studies, Oxford University Press, vol. 34(3), pages 249-283.
  31. 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.
  32. Paul Romer, 1989. "Endogenous Technological Change," NBER Working Papers 3210, National Bureau of Economic Research, Inc.
  33. 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.
  34. Dietmar Harhoff, 1998. "R&D and Productivity in German Manufacturing Firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 6(1), pages 29-50.
  35. 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).
  36. 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.
  37. 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.
  38. 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.
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. Ilke Van Beveren, 2007. "Total factor productivity estimation: A practical review," LICOS Discussion Papers 18207, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
  44. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
  45. D'Artis Kancs & Boriss Siliverstovs, 2015. "Employment Effect of Innovation," JRC Working Papers on Corporate R&D and Innovation 2015-07, Directorate Growth & Innovation and JRC-Seville, Joint Research Centre.
  46. 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.
  47. 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.
  48. 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.
  49. 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.
  50. 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.
  51. 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.
  52. 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.
  53. Hector Hernandez & Fernando Hervas & Alexander Tuebke, 2011. "The 2011 EU Industrial R&D Investment Scoreboard," JRC Working Papers JRC67197, Directorate Growth & Innovation and JRC-Seville, Joint Research Centre.
  54. 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.
  55. Fabrizio, Kira R., 2009. "Absorptive capacity and the search for innovation," Research Policy, Elsevier, vol. 38(2), pages 255-267, March.
  56. 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.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:lic:licosd:32112. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.