IDEAS home Printed from https://ideas.repec.org/a/oup/scippl/v44y2017i4p497-512..html
   My bibliography  Save this article

R&D Programmes, Policy Mix, and the ‘European Paradox’: Evidence from European SMEs

Author

Listed:
  • Dragana Radicic
  • Geoffrey Pugh

Abstract

Using a sample of small and medium-sized enterprises from twenty-eight European countries, this study evaluates the input and output additionality of national and European Union (EU) R&D programmes both separately and in combination. Accordingly, we contribute to understanding the effectiveness of innovation policy from the perspective of policy mix. Empirical results are different for innovation inputs and outputs. For innovation inputs, we found positive treatment effects from national and EU programmes separately as well as complementary effects for firms supported from both sources relative to firms supported only by national programmes. For innovation outputs, we report no evidence of additionality from national programmes and cannot reject crowding out from EU programmes. However, crowding out from EU support is eliminated by combination with national support. These findings have policy implications for the governance of R&D policy and suggest that the European paradox—success in promoting R&D inputs but not commercialisation—is not yet mitigated.

Suggested Citation

  • Dragana Radicic & Geoffrey Pugh, 2017. "R&D Programmes, Policy Mix, and the ‘European Paradox’: Evidence from European SMEs," Science and Public Policy, Oxford University Press, vol. 44(4), pages 497-512.
  • Handle: RePEc:oup:scippl:v:44:y:2017:i:4:p:497-512.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/scipol/scw077
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Matias D. Cattaneo & David M. Drukker & Ashley D. Holland, 2013. "Estimation of multivalued treatment effects under conditional independence," Stata Journal, StataCorp LP, vol. 13(3), pages 407-450, September.
    2. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2010. "How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score," IZA Discussion Papers 5268, Institute of Labor Economics (IZA).
    3. Richard Emsley & Mark Lunt & Andrew Pickles & GraHam Dunn, 2008. "Implementing double-robust estimators of causal effects," Stata Journal, StataCorp LP, vol. 8(3), pages 334-353, September.
    4. Ben R. Martin, 2016. "R&D policy instruments -- a critical review of what we do and don’t know," Industry and Innovation, Taylor & Francis Journals, vol. 23(2), pages 157-176, February.
    5. Marino, Marianna & Lhuillery, Stephane & Parrotta, Pierpaolo & Sala, Davide, 2016. "Additionality or crowding-out? An overall evaluation of public R&D subsidy on private R&D expenditure," Research Policy, Elsevier, vol. 45(9), pages 1715-1730.
    6. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    8. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    9. Maarten Cornet & Björn Vroomen & Marc van der Steeg, 2006. "Do innovation vouchers help SMEs to cross the bridge towards science?," CPB Discussion Paper 58, CPB Netherlands Bureau for Economic Policy Analysis.
    10. Wintjes, R. & Douglas, D. & Fairburn, J. & Hollanders, H. & Pugh, G., 2014. "The impact of innovation support programmes on SME innovation in traditional manufacturing industries: an evaluation for seven EU regions," MERIT Working Papers 2014-033, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hiroyuki Okamuro & Junichi Nishimura, 2021. "Effects of multilevel policy mix of public R&D subsidies: Empirical evidence from Japanese local SMEs [The Impact of R&D Subsidies on R&D Employment Composition]," Science and Public Policy, Oxford University Press, vol. 48(6), pages 829-840.
    2. Lukasz Konopielko & Lukasz Sykala & Krzysztof Wozniak & Dmytro Verbovyy, 2021. "Suburbanization in the Context of R&D Projects Fund Allocation," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 790-805.
    3. Argyropoulou, Maria & Soderquist, Klas Eric & Ioannou, George, 2019. "Getting out of the European Paradox trap: Making European research agile and challenge driven," European Management Journal, Elsevier, vol. 37(1), pages 1-5.
    4. Stojčić, Nebojša & Srhoj, Stjepan & Coad, Alex, 2020. "Innovation procurement as capability-building: Evaluating innovation policies in eight Central and Eastern European countries," European Economic Review, Elsevier, vol. 121(C).
    5. Nevenka Čučković & Valentina Vučković, 2021. "The Effects Of Eu R&I Funding On Sme Innovation And Business Performance In New Eu Member States: Firm-Level Evidence," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 66(228), pages 7-42, January –.
    6. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    7. Sonja Radas & Andrea Mervar & Bruno Škrinjarić, 2020. "Regional Perspective on R&D Policies for SMEs: Does Success Breed Success?," Sustainability, MDPI, vol. 12(9), pages 1-25, May.
    8. Sarah Cheah & Yuen-Ping Ho, 2019. "Coworking and Sustainable Business Model Innovation in Young Firms," Sustainability, MDPI, vol. 11(10), pages 1-18, May.
    9. Meda Andrijauskiene & Daiva Dumciuviene & Jovita Vasauskaite, 2021. "Redeveloping the National Innovative Capacity Framework: European Union Perspective," Economies, MDPI, vol. 9(4), pages 1-30, December.
    10. Satı, Zümrüt Ecevit, 2024. "Comparison of the criteria affecting the digital innovation performance of the European Union (EU) member and candidate countries with the entropy weight-TOPSIS method and investigation of its importa," Technological Forecasting and Social Change, Elsevier, vol. 200(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ugur, Mehmet & Trushin, Eshref, 2018. "Asymmetric information and heterogeneous effects of R&D subsidies: evidence on R&D investment and employment of R&D personel," Greenwich Papers in Political Economy 21943, University of Greenwich, Greenwich Political Economy Research Centre.
    2. Parrilli, M. Davide & Balavac-Orlić, Merima & Radicic, Dragana, 2023. "Environmental innovation across SMEs in Europe," Technovation, Elsevier, vol. 119(C).
    3. Parrilli, Mario Davide & Balavac, Merima & Radicic, Dragana, 2020. "Business innovation modes and their impact on innovation outputs: Regional variations and the nature of innovation across EU regions," Research Policy, Elsevier, vol. 49(8).
    4. Kere, Eric Nazindigouba & Choumert, Johanna & Combes Motel, Pascale & Combes, Jean Louis & Santoni, Olivier & Schwartz, Sonia, 2017. "Addressing Contextual and Location Biases in the Assessment of Protected Areas Effectiveness on Deforestation in the Brazilian Amazônia," Ecological Economics, Elsevier, vol. 136(C), pages 148-158.
    5. Dragana Radicic & Geoffrey Pugh & Hugo Hollanders & René Wintjes & Jon Fairburn, 2016. "The impact of innovation support programs on small and medium enterprises innovation in traditional manufacturing industries: An evaluation for seven European Union regions," Environment and Planning C, , vol. 34(8), pages 1425-1452, December.
    6. Manuel S. González Canché, 2017. "Financial Benefits of Rapid Student Loan Repayment: An Analytic Framework Employing Two Decades of Data," The ANNALS of the American Academy of Political and Social Science, , vol. 671(1), pages 154-182, May.
    7. Tea Petrin & Dragana Radicic, 2023. "Instrument policy mix and firm size: is there complementarity between R&D subsidies and R&D tax credits?," The Journal of Technology Transfer, Springer, vol. 48(1), pages 181-215, February.
    8. Crespo Cuaresma, Jesus & Oberhofer, Harald & Vincelette, Gallina Andronova, 2014. "Firm growth and productivity in Belarus: New empirical evidence from the machine building industry," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 726-738.
    9. Deleidi, Matteo & Mazzucato, Mariana & Semieniuk, Gregor, 2020. "Neither crowding in nor out: Public direct investment mobilising private investment into renewable electricity projects," Energy Policy, Elsevier, vol. 140(C).
    10. Peter Howard-Jones & Jens Hölscher, 2020. "The Influence Of The Washington Consensus Programme On The Transitional Economies Of Eastern Europe – A Firm-Level Analysis," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 65(226), pages 9-44, July – Se.
    11. Sascha Raithel & Stefan J. Hock, 2021. "The crisis‐response match: An empirical investigation," Strategic Management Journal, Wiley Blackwell, vol. 42(1), pages 170-184, January.
    12. Cucculelli, Marco & Le Breton-Miller, Isabelle & Miller, Danny, 2016. "Product innovation, firm renewal and family governance," Journal of Family Business Strategy, Elsevier, vol. 7(2), pages 90-104.
    13. Huseyin Emre Sayici & Mehmet Fatih Ulu, 2023. "Economic Effects of R&D Supports," Koç University-TUSIAD Economic Research Forum Working Papers 2308, Koc University-TUSIAD Economic Research Forum.
    14. Ferraro, Paul J. & Miranda, Juan José, 2014. "The performance of non-experimental designs in the evaluation of environmental programs: A design-replication study using a large-scale randomized experiment as a benchmark," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 344-365.
    15. Joachim Binam & Frank Place & Antoine Kalinganire & Sigue Hamade & Moussa Boureima & Abasse Tougiani & Joseph Dakouo & Bayo Mounkoro & Sanogo Diaminatou & Marcel Badji & Mouhamadou Diop & Andre Babou , 2015. "Effects of farmer managed natural regeneration on livelihoods in semi-arid West Africa," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 17(4), pages 543-575, October.
    16. Smale, Melinda & Assima, Amidou & Kergna, Alpha & Thériault, Véronique & Weltzien, Eva, 2018. "Farm family effects of adopting improved and hybrid sorghum seed in the Sudan Savanna of West Africa," Food Policy, Elsevier, vol. 74(C), pages 162-171.
    17. Farrell, Max H., 2015. "Robust inference on average treatment effects with possibly more covariates than observations," Journal of Econometrics, Elsevier, vol. 189(1), pages 1-23.
    18. Roberto ESPOSTI, 2014. "To match, not to match, how to match: Estimating the farm-level impact of the CAP-first pillar reform (or: How to Apply Treatment-Effect Econometrics when the Real World is;a Mess)," Working Papers 403, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    19. Kleinhempel, Johannes & Estrin, Saul, 2024. "Realizing expectations?," MPRA Paper 120863, University Library of Munich, Germany.
    20. Navjot Sangwan & Luca Tasciotti, 2023. "Losing the Plot: The Impact of Urban Agriculture on Household Food Expenditure and Dietary Diversity in Sub-Saharan African Countries," Agriculture, MDPI, vol. 13(2), pages 1-20, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:oup:scippl:v:44:y:2017:i:4:p:497-512.. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Oxford University Press (email available below). General contact details of provider: https://academic.oup.com/spp .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.