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Corporate R&D and firm efficiency: evidence from Europe’s top R&D investors

  • Subal Kumbhakar

    ()

  • Raquel Ortega-Argilés
  • Lesley Potters
  • Marco Vivarelli
  • Peter Voigt

The main objective of this study is to investigate the impact of corporate R&D activities on firm performance, measured by labour productivity. To this end, the stochastic frontier technique is used on a unique unbalanced longitudinal dataset on top European R&D investors over the period 2000–2005. The study quantifies technical inefficiency of individual firms. From a policy perspective, the results of this study suggest that – if the aim is to leverage firms’ productivity – emphasis should be put on supporting corporate R&D in high-tech sectors and, to some ex-tent, in medium-tech sectors. On the other hand, corporate R&D in the low-tech sector is found to have a minor effect in explaining productivity. Instead, encouraging investment in fixed assets appears important for the productivity of low-tech industries. Hence, the allocation of support for corporate R&D seems to be as important as its overall increase and an ‘erga omnes’ approach across all sectors appears inappropriate. However, with regard to technical efficiency, R&D intensity is found to be a pivotal factor in explaining firm efficiency. This is true for all industries.

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File URL: http://hdl.handle.net/10.1007/s11123-011-0223-5
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Article provided by Springer in its journal Journal of Productivity Analysis.

Volume (Year): 37 (2012)
Issue (Month): 2 (April)
Pages: 125-140

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Handle: RePEc:kap:jproda:v:37:y:2012:i:2:p:125-140
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  1. Jacques Mairesse & Pierre Mohnen, 2004. "The Importance of R&D for Innovation : A Reassessment Using French Survey Data," Working Papers 2004-25, Centre de Recherche en Economie et Statistique.
  2. Zhang, Yaoqi, 2002. "The impacts of economic reform on the efficiency of silviculture: a non-parametric approach," Environment and Development Economics, Cambridge University Press, vol. 7(01), pages 107-122, February.
  3. Wang, Hung-Jen, 2006. "Stochastic frontier models," MPRA Paper 31079, University Library of Munich, Germany.
  4. repec:fth:harver:1487 is not listed on IDEAS
  5. Hunt-McCool, Janet & Koh, Samuel C & Francis, Bill B, 1996. "Testing for Deliberate Underpricing in the IPO Premarket: A Stochastic Frontier Approach," Review of Financial Studies, Society for Financial Studies, vol. 9(4), pages 1251-69.
  6. Andrea Conte & Marco Vivarelli, 2006. "One or Many Knowlede Production Functions? Mapping Innovative Activity Using Microdata," Papers on Entrepreneurship, Growth and Public Policy 2006-03, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group.
  7. Zvi Griliches & Jacques Mairesse, 1982. "Comparing Productivity Growth: An Exploration of French and U.S. Industrial and Firm Data," NBER Working Papers 0961, National Bureau of Economic Research, Inc.
  8. 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.
  9. Piva, Mariacristina & Vivarelli, Marco, 2003. "Innovation and Employment: Evidence from Italian Microdata," IZA Discussion Papers 730, Institute for the Study of Labor (IZA).
  10. Hans Lööf & Almas Heshmati, 2003. "The link between firm-level innovation and aggregate productivity growth: a cross-country examination," Research Evaluation, Oxford University Press, vol. 12(2), pages 131-147, August.
  11. Koop, Gary, 2001. "Cross-Sectoral Patterns of Efficiency and Technical Change in Manufacturing," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(1), pages 73-103, February.
  12. Griffith, Rachel & Redding, Stephen J. & Van Reenen, John, 2000. "Mapping The Two Faces Of R&D: Productivity Growth In A Panel Of OECD Industries," CEPR Discussion Papers 2457, C.E.P.R. Discussion Papers.
  13. Piesse, Jenifer & Thirtle, Colin, 2000. "A Stochastic Frontier Approach to Firm Level Efficiency, Technological Change, and Productivity during the Early Transition in Hungary," Journal of Comparative Economics, Elsevier, vol. 28(3), pages 473-501, September.
  14. Koop, Gary & Osiewalski, Jacek & Steel, Mark F J, 2000. "Modeling the Sources of Output Growth in a Panel of Countries," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(3), pages 284-99, July.
  15. Stijn Reinhard & C.A. Knox Lovell & Geert Thijssen, 1999. "Econometric Estimation of Technical and Environmental Efficiency: An Application to Dutch Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 44-60.
  16. Bos, J.W.B. & Economidou, C. & Koetter, M., 2010. "Technology clubs, R&D and growth patterns: Evidence from EU manufacturing," European Economic Review, Elsevier, vol. 54(1), pages 60-79, January.
  17. Tor Jakob Klette & Samuel Kortum, 2002. "Innovating Firms and Aggregate Innovation," NBER Working Papers 8819, National Bureau of Economic Research, Inc.
  18. Cameron, Gavin & Proudman, James & Redding, Stephen, 2005. "Technological convergence, R&D, trade and productivity growth," European Economic Review, Elsevier, vol. 49(3), pages 775-807, April.
  19. Raquel Ortega-Argilés & Mariacristina Piva & Lesley Potters & Marco Vivarelli, 2010. "Is Corporate R&D Investment In High-Tech Sectors More Effective?," Contemporary Economic Policy, Western Economic Association International, vol. 28(3), pages 353-365, 07.
  20. Luis Orea & Subal C. Kumbhakar, 2004. "Efficiency measurement using a latent class stochastic frontier model," Empirical Economics, Springer, vol. 29(1), pages 169-183, January.
  21. Wang, Hung-Jen, 2002. "Heteroscedasticity and non-monotonic efficiency effects of a stochastic frontier model," MPRA Paper 31076, University Library of Munich, Germany.
  22. Adams, Robert M & Berger, Allen N & Sickles, Robin C, 1999. "Semiparametric Approaches to Stochastic Panel Frontiers with Applications in the Banking Industry," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(3), pages 349-58, July.
  23. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
  24. Fernandez C. & Koop G. & Steel M.F.J., 2002. "Multiple-Output Production With Undesirable Outputs: An Application to Nitrogen Surplus in Agriculture," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 432-442, June.
  25. Lozano-Vivas, Ana & Humphrey, David B., 2002. "Bias in Malmquist index and cost function productivity measurement in banking," International Journal of Production Economics, Elsevier, vol. 76(2), pages 177-188, March.
  26. Susanto Basu & David N. Weil, 1996. "Appropriate Technology and Growth," NBER Working Papers 5865, National Bureau of Economic Research, Inc.
  27. 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, Directorate Growth & Innovation and JRC-Seville, Joint Research Centre.
  28. Winter, Sidney G., 1984. "Schumpeterian competition in alternative technological regimes," Journal of Economic Behavior & Organization, Elsevier, vol. 5(3-4), pages 287-320.
  29. Zvi Griliches & Jacques Mairesse, 1981. "Productivity and R and D at the Firm Level," NBER Working Papers 0826, National Bureau of Economic Research, Inc.
  30. 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.
  31. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
  32. Andrew Worthington & Brian Dollery, 2002. "Incorporating contextual information in public sector efficiency analyses: a comparative study of NSW local government," Applied Economics, Taylor & Francis Journals, vol. 34(4), pages 453-464.
  33. 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.
  34. 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.
  35. Durlauf, S.N. & Johnson, P.A., 1994. "Multiple Regimes and Cross-Country Growth Behavior," Working papers 9419, Wisconsin Madison - Social Systems.
  36. M. Koetter & J.W.B. Bos & C. Economidou & J. Kolari, 2007. "Do Technology and Efficiency Differences determine Productivity?," Working Papers 07-14, Utrecht School of Economics.
  37. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
  38. 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.
  39. Los, Bart & Timmer, Marcel P., 2001. "The 'appropriate technology' explanation of productivity growth differentials: an empirical approach," CCSO Working Papers 200112, University of Groningen, CCSO Centre for Economic Research.
  40. Thomas Hatzichronoglou, 1997. "Revision of the High-Technology Sector and Product Classification," OECD Science, Technology and Industry Working Papers 1997/2, OECD Publishing.
  41. Yasmina Reem Limam & Stephen M. Miller, 2004. "Explaining Economic Growth: Factor Accumulation, Total Factor Productivity Growth, and Production Efficiency Improvement," Working papers 2004-20, University of Connecticut, Department of Economics.
  42. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
  43. Thirtle, Colin, et al, 2000. "Size Does Matter: Technical and Scale Efficiency in Indian State Tax Jurisdictions," Review of Development Economics, Wiley Blackwell, vol. 4(3), pages 340-52, October.
  44. Mark Schankerman & Ariel Pakes, 1985. "Estimates of the Value of Patent Rights in European Countries During thePost-1950 Period," NBER Working Papers 1650, National Bureau of Economic Research, Inc.
  45. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528.
  46. repec:adr:anecst:y:1994:i:33:p:11 is not listed on IDEAS
  47. 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.
  48. Mark Rogers, 2006. "R&D and Productivity in the UK: evidence from firm-level data in the 1990s," Economics Series Working Papers 255, University of Oxford, Department of Economics.
  49. Abdul Wadud & Ben White, 2000. "Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods," Applied Economics, Taylor & Francis Journals, vol. 32(13), pages 1665-1673.
  50. Bronwyn H. Hall, 2010. "Measuring the Returns to R&D: The Depreciation Problem," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 341-381 National Bureau of Economic Research, Inc.
  51. M. Sanders & J.W.B. Bos & C. Economidou, 2007. "R&D over the Life Cycle," Working Papers 07-18, Utrecht School of Economics.
  52. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-84, April.
  53. Stefano Scarpetta & Thierry Tressel, 2002. "Productivity and Convergence in a Panel of OECD Industries: Do Regulations and Institutions Matter?," OECD Economics Department Working Papers 342, OECD Publishing.
  54. J.W.B. Bos & C. Economidou & M. Koetter, 2008. "Technology Clubs and Growth Patterns: Evidence from EU Manufacturing," Working Papers 08-03, Utrecht School of Economics.
  55. Stanton, Kenneth R., 2002. "Trends in relationship lending and factors affecting relationship lending efficiency," Journal of Banking & Finance, Elsevier, vol. 26(1), pages 127-152, January.
  56. 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.
  57. Dosi, Giovanni, 1997. "Opportunities, Incentives and the Collective Patterns of Technological Change," Economic Journal, Royal Economic Society, vol. 107(444), pages 1530-47, September.
  58. Charles R. Hulten, 1991. "The Measurement of Capital," NBER Chapters, in: Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth, pages 119-158 National Bureau of Economic Research, Inc.
  59. Kuen-Hung Tsai & Jiann-Chyuan Wang, 2004. "R&D Productivity and the Spillover Effects of High-tech Industry on the Traditional Manufacturing Sector: The Case of Taiwan," The World Economy, Wiley Blackwell, vol. 27(10), pages 1555-1570, November.
  60. Bos, J.W.B. & Economidou, C. & Koetter, M. & Kolari, J.W., 2010. "Do all countries grow alike?," Journal of Development Economics, Elsevier, vol. 91(1), pages 113-127, January.
  61. Peters, Bettina & Lööf, Hans & Janz, Norbert, 2003. "Firm Level Innovation and Productivity: Is there a Common Story Across Countries?," ZEW Discussion Papers 03-26, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  62. Gonzalo Camba-Mendez, 1998. "Can real equilibrium models account for the fluctuations of the UK business cycle?," NIESR Discussion Papers 128, National Institute of Economic and Social Research.
  63. Maria Laura Parisi & Fabio Schiantarelli & Alessandro Sembenelli, 2002. "Productivity, Innovation Creation and Absorption, and R&D: Micro Evidence for Italy," Boston College Working Papers in Economics 526, Boston College Department of Economics.
  64. Charles I. Jones, 2005. "The Shape of Production Functions and the Direction of Technical Change," The Quarterly Journal of Economics, Oxford University Press, vol. 120(2), pages 517-549.
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