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Looking beyond the R&D effects on innovation: The contribution of non-R&D activities to total factor productivity growth in the EU

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  • Lopez-Rodriguez, Jesus
  • Martinez, Diego

Abstract

Although non-R&D innovation activities account for a significant portion of innovation efforts carried out across very heterogeneous economies in Europe, how to incorporate them in to economic models is not always straightforward. For instance, the traditional macro approach to estimating the determinants of total factor productivity (TFP) does not handle them well. To counter these problems, this paper proposes applying an augmented macro-theoretical model to estimate the determinants of TFP by jointly considering the effects of R&D and the impact of non-R&D innovation activities on the productivity levels of firms. Estimations from a model of a sample of EU-26 countries covering the period 2004-2008 show that the distinction between R&D and non-R&D effects is significant for a number of different issues. First, the results show a sizeable impact on TFP growth, as the impact of R&D is twice that 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 complementary, at least for the case of countries with high R&D intensities or high non-R&D intensities.

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  • Lopez-Rodriguez, Jesus & Martinez, Diego, 2014. "Looking beyond the R&D effects on innovation: The contribution of non-R&D activities to total factor productivity growth in the EU," Cardiff Economics Working Papers E2014/5, Cardiff University, Cardiff Business School, Economics Section.
  • Handle: RePEc:cdf:wpaper:2014/5
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    1. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    2. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    3. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    4. 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.
    5. 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.
    6. L. Nascia & G. Perani, 2002. "Diversity of Innovation in Europe," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(3), pages 277-293.
    7. 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.
    8. 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.
    9. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 70(1), pages 65-94.
    10. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    11. 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.
    12. Manfred M. Fischer & Attila Varga, 2003. "Spatial knowledge spillovers and university research: Evidence from Austria," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 37(2), pages 303-322, May.
    13. Redding, Stephen & Schott, Peter K., 2003. "Distance, skill deepening and development: will peripheral countries ever get rich?," Journal of Development Economics, Elsevier, vol. 72(2), pages 515-541, December.
    14. 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.
    15. 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.
    16. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press, vol. 22(4), pages 483-498, Winter.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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).
    22. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    23. Evangelista, Rinaldo & Lucchese, Matteo & Meliciani, Valentina, 2013. "Business services, innovation and sectoral growth," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 119-132.
    24. 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.
    25. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    26. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    27. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
    28. Rinaldo Evangelista & Simona Iammarino & Valeria Mastrostefano & Alberto Silvani, 2002. "Looking for Regional Systems of Innovation: Evidence from the Italian Innovation Survey," Regional Studies, Taylor & Francis Journals, vol. 36(2), pages 173-186.
    29. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    30. 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.
    31. Lopez-Rodriguez, Jesus & Martinez-Lopez, Diego, 2017. "Looking beyond the R&D effects on innovation: The contribution of non-R&D activities to total factor productivity growth in the EU," Structural Change and Economic Dynamics, Elsevier, vol. 40(C), pages 37-45.
    32. 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.
    33. Jesus Lopez-Rodriguez & J. Andres Faina & Jose Lopez-Rodriguez, 2007. "Human Capital Accumulation and Geography: Empirical Evidence from the European Union," Regional Studies, Taylor & Francis Journals, vol. 41(2), pages 217-234.
    34. Hashi, Iraj & Stojčić, Nebojša, 2013. "The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4," Research Policy, Elsevier, vol. 42(2), pages 353-366.
    35. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    36. 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.
    37. Philippe Aghion & Peter Howitt, 2007. "Capital, innovation, and growth accounting," Oxford Review of Economic Policy, Oxford University Press, vol. 23(1), pages 79-93, Spring.
    38. Rinaldo Evangelista & Giorgio Sirilli, 1995. "Measuring innovation in services," Research Evaluation, Oxford University Press, vol. 5(3), pages 207-215, December.
    39. Philippe Aghion & Peter Howitt, 1997. "Endogenous Growth Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011662.
    40. 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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    Cited by:

    1. repec:gam:jsusta:v:10:y:2018:i:6:p:2063-:d:153051 is not listed on IDEAS
    2. Thomä, Jörg & Zimmermann, Volker, 2019. "Non-R&D, interactive learning and economic performance: Revisiting innovation in small and medium enterprises," ifh Working Papers 17/2019, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    3. repec:ers:journl:v:xx:y:2017:i:3a:p:920-930 is not listed on IDEAS
    4. Lopez-Rodriguez, Jesus & Martinez-Lopez, Diego, 2017. "Looking beyond the R&D effects on innovation: The contribution of non-R&D activities to total factor productivity growth in the EU," Structural Change and Economic Dynamics, Elsevier, vol. 40(C), pages 37-45.
    5. repec:gam:jsusta:v:11:y:2019:i:5:p:1309-:d:210345 is not listed on IDEAS
    6. repec:eee:respol:v:47:y:2018:i:1:p:108-120 is not listed on IDEAS

    More about this item

    Keywords

    TFP; R&D; non-R&D expenditures; EU countries;

    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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