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R&D Tax Credits across the EU: Nonsense or Common Sense? A Dynamic Panel Data Approach

Author

Listed:
  • Laurence Jacquet
  • Stéphane ROBIN

    (CY Cergy Paris Université, THEMA)

Abstract

We re-examine the R&D - innovation - productivity nexus in 8 EU countries in the context of a possible EU-wide "super deduction" on R&D expenditures, using panels of industries with a long time dimension. We introduce dynamics in the innovation production function and extended production function models, taking the availability/unavailability of R&D tax credits (R&DTC) into account. Our benchmark estimates, obtained with panel ARDL models, yield positive longrun elasticities of innovation and productivity with respect to R&D intensity. R&D conducted under an R&DTC either reinforces an already-existing positive elasticity or makes it significantly positive if it was not before. Disentangling the respective effects of ’pure’ business R&D and of government-supported R&D reveals a wider diversity of situations, however. The effect of R&DTC is less often significant, sometimes superseded by other forms of public support to R&D. The main policy implication of these results is that a harmonized "super-deduction" on R&D at the EU level may be slightly premature. Complementary analyses suggest that targeting specific industries may make such a policy more effective and accurate.

Suggested Citation

  • Laurence Jacquet & Stéphane ROBIN, 2025. "R&D Tax Credits across the EU: Nonsense or Common Sense? A Dynamic Panel Data Approach," Thema Working Papers 2025-09, THEMA (Théorie Economique, Modélisation et Applications), CY Cergy-Paris University, ESSEC and CNRS.
  • Handle: RePEc:ema:worpap:2025-09
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    References listed on IDEAS

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    1. Nicholas Bloom & John Van Reenen & Heidi Williams, 2019. "A Toolkit of Policies to Promote Innovation," Journal of Economic Perspectives, American Economic Association, vol. 33(3), pages 163-184, Summer.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    4. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    5. Ben Westmore, 2013. "R&D, Patenting and Growth: The Role of Public Policy," OECD Economics Department Working Papers 1047, OECD Publishing.
    6. Renaud Bourlès & Gilbert Cette & Jimmy Lopez & Jacques Mairesse & Giuseppe Nicoletti, 2013. "Do Product Market Regulations In Upstream Sectors Curb Productivity Growth? Panel Data Evidence For OECD Countries," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1750-1768, December.
    7. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    8. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    9. Cristiano Antonelli, 2020. "Knowledge exhaustibility public support to business R&D and the additionality constraint," The Journal of Technology Transfer, Springer, vol. 45(3), pages 649-663, June.
    10. Ben Broadbent & Federico Di Pace & Thomas Drechsel & Richard Harrison & Silvana Tenreyro, 2024. "The Brexit Vote, Productivity Growth, and Macroeconomic Adjustments in the U.K," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(4), pages 2104-2134.
    11. Jacques Mairesse & Pierre Mohnen, 2002. "Accounting for Innovation and Measuring Innovativeness: An Illustrative Framework and an Application," American Economic Review, American Economic Association, vol. 92(2), pages 226-230, May.
    12. 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.
    13. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    14. Markus Eberhardt & Christian Helmers & Hubert Strauss, 2013. "Do Spillovers Matter When Estimating Private Returns to R&D?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 436-448, May.
    15. Renato Faccini & Edoardo Palombo, 2021. "News Uncertainty in Brexit United Kingdom," American Economic Review: Insights, American Economic Association, vol. 3(2), pages 149-164, June.
    16. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    17. Amable, Bruno & Ledezma, Ivan & Robin, Stéphane, 2016. "Product market regulation, innovation, and productivity," Research Policy, Elsevier, vol. 45(10), pages 2087-2104.
    18. Amat Adarov & Robert Stehrer, 2019. "Tangible and Intangible Assets in the Growth Performance of the EU, Japan and the US," wiiw Research Reports 442, The Vienna Institute for International Economic Studies, wiiw.
    19. Bruno Amable & Ivan Ledezma & Stéphane Robin, 2016. "Product market regulation, innovation, and productivity," Post-Print hal-03691909, HAL.
    20. repec:nos:voprec:y:2019:id:2446 is not listed on IDEAS
    21. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
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    More about this item

    Keywords

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    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures

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