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Regional Perspective on R&D Policies for SMEs: Does Success Breed Success?

Author

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  • Sonja Radas

    (Department for Innovations, Business Economics and Business Sectors, The Institute of Economics, Zagreb, Trg J.F Kennedyja 7, 10000 Zagreb, Croatia)

  • Andrea Mervar

    (Department for Macroeconomics and International Economics, The Institute of Economics, Zagreb, Trg J.F. Kennedyja 7, 10000 Zagreb, Croatia)

  • Bruno Škrinjarić

    (Department for Innovations, Business Economics and Business Sectors, The Institute of Economics, Zagreb, Trg J.F Kennedyja 7, 10000 Zagreb, Croatia)

Abstract

In this paper, we examine the effects of EU policy schemes that support innovation in small and medium-sized enterprises. Since the effectiveness of innovation schemes can be expected to differ across Europe as entrepreneurship and innovation tend to be more intense in more developed regions, we postulate that the effect of EU instruments on additionality increases with the level of development. We offer a multi-country perspective using two waves of Community Innovation Survey data (CIS 2008 and CIS 2012). We find that the impact of EU funding depends on the level of country’s innovativeness: both national and EU public schemes exhibit smaller additionality in less developed countries, while crowding-out is observed only in recently joined EU members.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:9:p:3846-:d:355469
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    References listed on IDEAS

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    1. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    2. 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.
    3. Carboni, Oliviero A., 2017. "The effect of public support on investment and R&D: An empirical evaluation on European manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 282-295.
    4. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    5. 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.
    6. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
    7. Kevin Mulligan & Helena Lenihan & Justin Doran, 2019. "More subsidies, more innovation? Evaluating whether a mix of subsidies from regional, national and EU sources crowds out firm-level innovation," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 6(1), pages 130-138, January.
    8. Philippe Aghion & Gilles Saint‐Paul, 1998. "Uncovering Some Causal Relationships Between Productivity Growth and the Structure of Economic Fluctuations: A Tentative Survey," LABOUR, CEIS, vol. 12(2), pages 279-303, July.
    9. Beom Cheol Cin & Young Jun Kim & Nicholas S. Vonortas, 2017. "The impact of public R&D subsidy on small firm productivity: evidence from Korean SMEs," Small Business Economics, Springer, vol. 48(2), pages 345-360, February.
    10. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.
    11. Jerzy Michalek & Pavel Ciaian & d’Artis Kancs, 2014. "Capitalization of the Single Payment Scheme into Land Value: Generalized Propensity Score Evidence from the European Union," Land Economics, University of Wisconsin Press, vol. 90(2), pages 260-289.
    12. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
    13. Dirk Czarnitzki & Georg Licht, 2006. "Additionality of public R&D grants in a transition economy," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(1), pages 101-131, March.
    14. Philip McCann & Raquel Ortega-Argil�s, 2015. "Smart Specialization, Regional Growth and Applications to European Union Cohesion Policy," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1291-1302, August.
    15. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    16. Ballestar, María Teresa & Doncel, Luis Miguel & Sainz, Jorge & Ortigosa-Blanch, Arturo, 2019. "A novel machine learning approach for evaluation of public policies: An application in relation to the performance of university researchers," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
    17. Pavitt, Keith, 1998. "The inevitable limits of EU R&D funding," Research Policy, Elsevier, vol. 27(6), pages 559-568, September.
    18. 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.
    19. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    20. 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.
    21. Hud, Martin & Hussinger, Katrin, 2015. "The impact of R&D subsidies during the crisis," Research Policy, Elsevier, vol. 44(10), pages 1844-1855.
    22. Mario A. Maggioni & Mario Nosvelli & Teodora Erika Uberti, 2007. "Space versus networks in the geography of innovation: A European analysis," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 471-493, August.
    23. Luukkonen, Terttu, 2000. "Additionality of EU framework programmes1," Research Policy, Elsevier, vol. 29(6), pages 711-724, June.
    24. Hagedoorn, John, 2002. "Inter-firm R&D partnerships: an overview of major trends and patterns since 1960," Research Policy, Elsevier, vol. 31(4), pages 477-492, May.
    25. Iris Wanzenb�ck & Thomas Scherngell & Rafael Lata, 2015. "Embeddedness of European Regions in European Union-Funded Research and Development (R&D) Networks: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 49(10), pages 1685-1705, October.
    26. Díaz-Chao, Ángel & Sainz-González, Jorge & Torrent-Sellens, Joan, 2015. "ICT, innovation, and firm productivity: New evidence from small local firms," Journal of Business Research, Elsevier, vol. 68(7), pages 1439-1444.
    27. Aguiar, Luis & Gagnepain, Philippe, 2017. "European cooperative R&D and firm performance: Evidence based on funding differences in key actions," International Journal of Industrial Organization, Elsevier, vol. 53(C), pages 1-31.
    28. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    29. Joseph E. Stiglitz, 1993. "Endogenous Growth and Cycles," NBER Working Papers 4286, National Bureau of Economic Research, Inc.
    30. David Aristei & Alessandro Sterlacchini & Francesco Venturini, 2017. "Effectiveness of R&D subsidies during the crisis: firm-level evidence across EU countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(6), pages 554-573, August.
    31. Marco Mariani & Fabrizia Mealli, 2018. "The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(2), pages 249-281, July.
    32. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    33. Chiara Franco & Manuela Gussoni, 2014. "The role of firm and national level factors in fostering R&D cooperation: a cross country comparison," The Journal of Technology Transfer, Springer, vol. 39(6), pages 945-976, December.
    34. Ana Paula Macedo de Avellar & Marisa dos Reis Azevedo Botelho, 2018. "Impact of innovation policies on small, medium and large Brazilian firms," Applied Economics, Taylor & Francis Journals, vol. 50(55), pages 5979-5995, November.
    35. Radosevic, Slavo & Auriol, Laudeline, 1999. "Patterns of restructuring in research, development and innovation activities in central and eastern European countries: an analysis based on S&T indicators1," Research Policy, Elsevier, vol. 28(4), pages 351-376, April.
    36. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
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