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Beyond the R&D effects on innovation: the contribution of non-R&D activities to TFP growth in the EU

Author

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  • Jesus Lopez-Rodriguez

    (European Commission, Joint Research Centre, Institute for Prospective)

  • Diego Martinez

    (University Pablo Olavide)

Abstract

A significant part of the innovation efforts carried out across very heterogeneous economies in Europe is under the form of Non-R&D innovation activities. But the traditional macro approach to the determinants of TFP does not handle this issue appropiately. This paper has proposed and estimated an augmented macro-theoretical model to the determinants of total factor productivity (TFP) by jointly considering the effects of R&D endowments and the impact of Non-R&D innovation activities on …firms´ levels of productivity. The estimation of the model for a sample of EU26 countries covering the period 2004-2008 shows that the distinction between R&D and Non-R&D endowments really matters for a number of different issues. First, the results show a sizable differential impact of these endowments on TFP growth, being the impact of R&D twice as big as the impact of Non-R&D. Second, absorptive capacity is only linked to R&D endowments. And third, the two types of endowments cannot strictly been seen as complements at least for the case of countries with high R&D intensities or high Non-R&D intensities.

Suggested Citation

  • Jesus Lopez-Rodriguez & Diego Martinez, 2014. "Beyond the R&D effects on innovation: the contribution of non-R&D activities to TFP growth in the EU," Working Papers 2014/16, Institut d'Economia de Barcelona (IEB).
  • Handle: RePEc:ieb:wpaper:doc2014-16
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    1. László Halpern & Balázs Muraközy, 2012. "Innovation, productivity and exports: the case of Hungary," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(2), pages 151-173, January.
    2. Gene M. Grossman & Elhanan Helpman, 1994. "Endogenous Innovation in the Theory of Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 23-44, Winter.
    3. Carol Robbins, 2006. "The Impact of Gravity-Weighted Knowledge Spillovers on Productivity in Manufacturing," The Journal of Technology Transfer, Springer, vol. 31(1), pages 45-60, January.
    4. Martínez, Diego & Rodríguez, Jesús & Torres, José L., 2010. "ICT-specific technological change and productivity growth in the US: 1980-2004," Information Economics and Policy, Elsevier, vol. 22(2), pages 121-129, May.
    5. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    6. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    7. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    8. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    9. Martínez, Diego & Rodríguez, Jesús & Torres, José L., 2008. "The productivity paradox and the new economy: The Spanish case," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1569-1586, December.
    10. 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 569-596, September.
    11. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    12. Raquel Ortega-Argilés & Lesley Potters & Marco Vivarelli, 2011. "R&D and productivity: testing sectoral peculiarities using micro data," Empirical Economics, Springer, vol. 41(3), pages 817-839, December.
    13. Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
    14. 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 - Leibniz Centre for European Economic Research.
    15. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    16. Grimpe, Christoph & Sofka, Wolfgang, 2009. "Search patterns and absorptive capacity: Low- and high-technology sectors in European countries," Research Policy, Elsevier, vol. 38(3), pages 495-506, April.
    17. Jaan Masso & Priit Vahter, 2008. "Technological innovation and productivity in late-transition Estonia: econometric evidence from innovation surveys," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 240-261.
    18. Conte, Andrea & Vivarelli, Marco, 2005. "One or Many Knowledge Production Functions? Mapping Innovative Activity Using Microdata," IZA Discussion Papers 1878, Institute of Labor Economics (IZA).
    19. 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.
    20. Attila Varga & Dimitrios Pontikakis & George Chorafakis, 2014. "Metropolitan Edison and cosmopolitan Pasteur? Agglomeration and interregional research network effects on European R&D productivity," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 229-263.
    21. Christian Rammer & Dirk Czarnitzki & Alfred Spielkamp, 2009. "Innovation success of non-R&D-performers: substituting technology by management in SMEs," Small Business Economics, Springer, vol. 33(1), pages 35-58, June.
    22. Philippe Aghion & Peter Howitt, 2007. "Capital, innovation, and growth accounting," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(1), pages 79-93, Spring.
    23. Attila Varga & Dimitrios Pontikakis & George Chorafakis, 2010. "Agglomeration and interregional network effects on European R&D productivity," UPFBE Working Paper Series 2010/3, Faculty of Business and Economics, University Pécs.
    24. Kim,Linsu & Nelson,Richard R. (ed.), 2000. "Technology, Learning, and Innovation," Cambridge Books, Cambridge University Press, number 9780521770033, September.
    25. Philippe Aghion & Peter Howitt, 1997. "Endogenous Growth Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011662, April.
    26. Oliver Som, 2012. "Innovation without R&D," Springer Books, Springer, number 978-3-8349-3492-5, December.
    27. Ganna Vakhitova & Tetyana Pavlenko, 2010. "Innovation and Productivity: a Firm Level Study of Ukrainian Manufacturing Sector," Discussion Papers 27, Kyiv School of Economics.
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    2. Smol, Marzena & Kulczycka, Joanna, 2019. "Towards innovations development in the European raw material sector by evolution of the knowledge triangle," Resources Policy, Elsevier, vol. 62(C), pages 453-462.

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    More about this item

    Keywords

    TFP; R&D; Non-R&D expenditures; EU countries;
    All these keywords.

    JEL classification:

    • O0 - Economic Development, Innovation, Technological Change, and Growth - - General
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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