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The growth effects of R&D spending in the EU: A meta-analysis

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  • Kokko, Ari
  • Tingvall, Patrik Gustavsson
  • Videnord, Josefin

Abstract

In this paper we conduct a meta-analysis to examine the link between R&D spending and economic growth in the EU and other regions. The results suggest that the growth-enhancing effect of R&D in the EU15 countries does not differ from that in other countries in general, but it is less significant than that for other industrialized countries. A closer inspection of the data reveals that the weak results for the EU15 stem from comparisons with the US - the US has been able to generate a stronger growth response from its R&D spending. Possible explanations for the US advantage include higher private sector investment in R&D and stronger public-private sector linkages than in the EU. Hence, to reduce the "innovation gap" vis-à-vis the US, it may not be enough for the EU to raise the share of R&D expenditures in GDP: continuous improvements in the European innovation system will also be needed, with focus on areas like private sector R&D and public-private sector linkages.

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  • Kokko, Ari & Tingvall, Patrik Gustavsson & Videnord, Josefin, 2015. "The growth effects of R&D spending in the EU: A meta-analysis," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-26.
    • Handle: RePEc:zbw:ifweej:201540
    DOI: 10.5018/economics-ejournal.ja.2015-40
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Martin Falk, 2006. "What drives business Research and Development (R&D) intensity across Organisation for Economic Co-operation and Development (OECD) countries?," Applied Economics, Taylor & Francis Journals, vol. 38(5), pages 533-547.
    3. Maria Cipollina & Luca Salvatici, 2010. "Reciprocal Trade Agreements in Gravity Models: A Meta‐Analysis," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 63-80, February.
    4. 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.
    5. José Ángel Zúñiga-Vicente & César Alonso-Borrego & Francisco J. Forcadell & José I. Galán, 2014. "Assessing The Effect Of Public Subsidies On Firm R&D Investment: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 36-67, February.
    6. Mansfield, Edwin, 1991. "Academic research and industrial innovation," Research Policy, Elsevier, vol. 20(1), pages 1-12, February.
    7. Goel, Rajeev K. & Payne, James E. & Ram, Rati, 2008. "R&D expenditures and U.S. economic growth: A disaggregated approach," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 237-250.
    8. Zvi Griliches, 1998. "Productivity, R&D, and Basic Research at the Firm Level in the 1970s," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 82-99, National Bureau of Economic Research, Inc.
    9. David, Paul A. & Hall, Bronwyn H., 2000. "Heart of darkness: modeling public-private funding interactions inside the R&D black box," Research Policy, Elsevier, vol. 29(9), pages 1165-1183, December.
    10. Daniela Cagno & Andrea Fabrizi & Valentina Meliciani, 2014. "The impact of participation in European joint research projects on knowledge creation and economic growth," The Journal of Technology Transfer, Springer, vol. 39(6), pages 836-858, December.
    11. Herrera, Santiago & Pang, Gaobo, 2005. "Efficiency of public spending in developing countries : an efficiency frontier approach," Policy Research Working Paper Series 3645, The World Bank.
    12. Zvi Griliches, 1998. "R&D and Productivity Growth at the Industry Level: Is There Still a Relationship?," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 213-240, National Bureau of Economic Research, Inc.
    13. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    14. Beñat Bilbao‐Osorio & Andrés Rodríguez‐Pose, 2004. "From R&D to Innovation and Economic Growth in the EU," Growth and Change, Wiley Blackwell, vol. 35(4), pages 434-455, September.
    15. Keith Hartley, 2006. "Defence R&D: Data Issues," Defence and Peace Economics, Taylor & Francis Journals, vol. 17(3), pages 169-175.
    16. Christer Ljungwall & Patrik Gustavsson Tingvall, 2010. "Is China different? A meta-analysis of the effects of foreign direct investment on domestic firms," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 8(4), pages 353-371.
    17. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    18. Nadiri, M Ishaq & Mamuneas, Theofanis P, 1994. "The Effects of Public Infrastructure and R&D Capital on the Cost Structure and Performance of U.S. Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 22-37, February.
    19. Florence Jaumotte & Nigel Pain, 2005. "An Overview of Public Policies to Support Innovation," OECD Economics Department Working Papers 456, OECD Publishing.
    20. Dominique Guellec & Bruno Van Pottelsberghe De La Potterie, 2003. "The impact of public R&D expenditure on business R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 225-243.
    21. 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.
    22. Dominique Guellec & Bruno Van Pottelsberghe de la Potterie, 2004. "From R&D to Productivity Growth: Do the Institutional Settings and the Source of Funds of R&D Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(3), pages 353-378, July.
    23. 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 203-229, April.
    24. Andrea Bassanini & Stefano Scarpetta & Ignazio Visco, 2000. "Knowledge technology and economic growth: recent evidence from OECD countries," Working Paper Research 06, National Bank of Belgium.
    25. António Afonso & Ludger Schuknecht & Vito Tanzi, 2005. "Public sector efficiency: An international comparison," Public Choice, Springer, vol. 123(3), pages 321-347, June.
    26. Adams, James D, 1990. "Fundamental Stocks of Knowledge and Productivity Growth," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 673-702, August.
    27. Tingvall, Patrik Gustavsson & Ljungwall, Christer, 2012. "Is China different? A meta-analysis of export-led growth," Economics Letters, Elsevier, vol. 115(2), pages 177-179.
    28. T. D. Stanley, 2008. "Meta‐Regression Methods for Detecting and Estimating Empirical Effects in the Presence of Publication Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(1), pages 103-127, February.
    29. Holger Görg & Eric Strobl, 2016. "Multinational Companies And Productivity Spillovers: A Meta-Analysis," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 8, pages 145-161, World Scientific Publishing Co. Pte. Ltd..
    30. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    31. Lee Branstetter & Mariko Sakakibara, 1998. "Japanese Research Consortia: A Microeconometric Analysis of Industrial Policy," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 207-233, June.
    32. Zvi Griliches, 1998. "Productivity and R&D at the Firm Level," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 100-133, National Bureau of Economic Research, Inc.
    33. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1.
    34. Mansfield, Edwin, 1998. "Academic research and industrial innovation: An update of empirical findings1," Research Policy, Elsevier, vol. 26(7-8), pages 773-776, April.
    35. Mansfield, Edwin, 1980. "Basic Research and Productivity Increase in Manufacturing," American Economic Review, American Economic Association, vol. 70(5), pages 863-873, December.
    36. Goto, Akira, 2000. "Japan's National Innovation System: Current Status and Problems," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 16(2), pages 103-113, Summer.
    37. Kathryn Ibata-Arens, 2008. "Comparing National Innovation Systems in Japan and the United States: Push, Pull, Drag and Jump Factors in the Development of New Technology," Asia Pacific Business Review, Taylor & Francis Journals, vol. 14(3), pages 315-338, July.
    38. Bettina Becker, 2015. "Public R&D Policies And Private R&D Investment: A Survey Of The Empirical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 917-942, December.
    39. Ljungwall, Christer & Gustavsson Tingvall, Patrik, 2014. "No. 233 Is China Different? A Meta-Analysis of the Growth-enhancing Effect from R&D Spending in China," Ratio Working Papers 233, The Ratio Institute.
    40. Klaus E Meyer & Evis Sinani, 2009. "When and where does foreign direct investment generate positive spillovers? A meta-analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1075-1094, September.
    41. repec:bla:jindec:v:46:y:1998:i:2:p:207-33 is not listed on IDEAS
    42. John Scott, 1984. "Firm versus Industry Variability in R&D Intensity," NBER Chapters, in: R&D, Patents, and Productivity, pages 233-248, National Bureau of Economic Research, Inc.
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    2. Randolph Luca Bruno & Elodie Douarin & Julia Korosteleva & Slavo Radosevic, 2019. "Determinants of Productivity Gap in the European Union: A Multilevel Perspective," LEM Papers Series 2019/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Awaworyi Churchill, S. & Yew, S.L., 2017. "Are government transfers harmful to economic growth? A meta-analysis," Economic Modelling, Elsevier, vol. 64(C), pages 270-287.
    4. Li-Ying, Jason & Sofka, Wolfgang & Tuertscher, Philipp, 2022. "Managing innovation ecosystems around Big Science Organizations," Technovation, Elsevier, vol. 116(C).
    5. Wojciech Chmielewski & Marta Postuła & Przemysław Dubel, 2023. "The Impact of Expenditure on Research and Development on Selected Energy Factors in the European Union," Energies, MDPI, vol. 16(8), pages 1-18, April.
    6. Radojko LUKIC & Srdjan LALIC & Dragana VOJTESKI KLJENAK, 2016. "Research and Development Costs in Retail Trade," Management and Economics Review, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 1(2), pages 170-182, December.
    7. Mohd Shahidan Shaari & Diana Nabila Chau Abdullah & Nur Salimah Binti Alias & Nor Syamimi Mohamed Adnan, 2016. "Positive and Negative Effects of Research and Development," International Journal of Energy Economics and Policy, Econjournals, vol. 6(4), pages 767-770.
    8. Teemu Makkonen & Timo Mitze, 2019. "Deconstructing the Education-Innovation-Development Nexus in the EU-28 Using Panel Causality and Poolability Tests," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(2), pages 516-549, June.
    9. Sá, Elisabete S. & Pinho, José Carlos M.R. de, 2019. "Effect of entrepreneurial framework conditions on R&D transfer to new and growing firms: The case of European Union innovation-driven countries," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 47-58.

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    More about this item

    Keywords

    meta-analysis; R&D; European Union; EU15; US; Economic Growth;
    All these keywords.

    JEL classification:

    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O51 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - U.S.; Canada
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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