IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/64611.html
   My bibliography  Save this paper

The effects of public supports on business R&D: firm-level evidence across EU countries

Author

Listed:
  • Aristei, David
  • Sterlacchini, Alessandro
  • Venturini, Francesco

Abstract

Using homogenous firm-level data for the largest Member States of the EU over the period 2007-2009, we test whether manufacturing firms receiving R&D public supports (subsidies and/or tax incentives) spent more on R&D. The analysis is performed by means of both non-parametric (Propensity Score Matching) and parametric estimations (OLS and mixed-model system, with the latter accounting for the possible endogeneity of public supports). The hypothesis of full crowding-out of private with public funds (i.e. public support reduced privately-funded R&D expenses) is rejected for all countries, with the partial exception of Spain. However, we do not find evidence for the hypothesis of additionality of R&D subsidies (i.e. direct funding did not raise private R&D). These findings contrast with earlier works and might be due to the period under assessment, which covers the financial turmoil and the subsequent economic downturn. A focused analysis on France suggests that R&D tax credits exerted a positive impact on R&D. Overall, our findings indicate that, albeit they were not expansive, public supports avoided the reduction of firm R&D at the outset of financial crisis.

Suggested Citation

  • Aristei, David & Sterlacchini, Alessandro & Venturini, Francesco, 2015. "The effects of public supports on business R&D: firm-level evidence across EU countries," MPRA Paper 64611, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:64611
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/64611/1/MPRA_paper_64611.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Russell Thomson, 2013. "Measures of R&D Tax Incentives for OECD Countries," Review of Economics and Institutions, Università di Perugia, vol. 4(3).
    2. 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.
    3. 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.
    4. González, Xulia & Pazó, Consuelo, 2008. "Do public subsidies stimulate private R&D spending?," Research Policy, Elsevier, vol. 37(3), pages 371-389, April.
    5. Xulia González & Jordi Jaumandreu & Consuelo Pazo, 2005. "Barriers to Innovation and Subsidy Effectiveness," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 930-949, Winter.
    6. Benoît Mulkay & Jacques Mairesse, 2013. "The R&D tax credit in France: assessment and ex ante evaluation of the 2008 reform," Oxford Economic Papers, Oxford University Press, vol. 65(3), pages 746-766, July.
    7. Carlo Altomonte & Tommaso Aquilante, 2012. "The EU-EFIGE/Bruegel-Unicredit dataset," Working Papers 753, Bruegel.
    8. Castellacci, Fulvio & Lie, Christine Mee, 2015. "Do the effects of R&D tax credits vary across industries? A meta-regression analysis," Research Policy, Elsevier, vol. 44(4), pages 819-832.
    9. Emmanuel Duguet, 2012. "The effect of the incremental R&D tax credit on the private funding of R&D an econometric evaluation on french firm level data," Revue d'économie politique, Dalloz, vol. 122(3), pages 405-435.
    10. Isabel Busom, 2000. "An Empirical Evaluation of The Effects of R&D Subsidies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(2), pages 111-148.
    11. Hud, Martin & Hussinger, Katrin, 2015. "The impact of R&D subsidies during the crisis," Research Policy, Elsevier, vol. 44(10), pages 1844-1855.
    12. Katrin Hussinger, 2008. "R&D and subsidies at the firm level: an application of parametric and semiparametric two-step selection models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 729-747.
    13. 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.
    14. 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.
    15. DUGUET Emmanuel, 2004. "Are R&D subsidies a substitute or a complement to privately funded R&D? Evidence from France using propensity score methods for non- experimental data," Public Economics 0411007, University Library of Munich, Germany.
    16. Maria Luisa Mancusi & Andrea Vezzulli, 2014. "R&D AND CREDIT RATIONING IN SMEs," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 1153-1172, July.
    17. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    18. Oliviero Carboni, 2011. "R&D subsidies and private R&D expenditures: evidence from Italian manufacturing data," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(4), pages 419-439.
    19. Giovanni Cerulli & Bianca Potì, 2010. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case," Working Papers 10, Doctoral School of Economics, Sapienza University of Rome, revised 2010.
    20. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    21. Elias Einiö, 2014. "R&D Subsidies and Company Performance: Evidence from Geographic Variation in Government Funding Based on the ERDF Population-Density Rule," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 710-728, October.
    22. Giovanni Cerulli & Bianca Potì, 2012. "Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy," Journal of Applied Economics, Taylor & Francis Journals, vol. 15(2), pages 287-320, November.
    23. Hall, Bronwyn & Van Reenen, John, 2000. "How effective are fiscal incentives for R&D? A review of the evidence," Research Policy, Elsevier, vol. 29(4-5), pages 449-469, April.
    24. Bloom, Nick & Griffith, Rachel & Van Reenen, John, 2002. "Do R&D tax credits work? Evidence from a panel of countries 1979-1997," Journal of Public Economics, Elsevier, vol. 85(1), pages 1-31, July.
    25. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    26. Claudia Cantabene & Leopoldo Nascia, 2014. "The race for R&D subsidies: evaluating the effectiveness of tax credits in Italy," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 2014(3), pages 133-158.
    27. Driver, Ciaran & Guedes, Maria João Coelho, 2012. "Research and development, cash flow, agency and governance: UK large companies," Research Policy, Elsevier, vol. 41(9), pages 1565-1577.
    28. 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.
    29. Busom, Isabel & Fernández-Ribas, Andrea, 2008. "The impact of firm participation in R&D programmes on R&D partnerships," Research Policy, Elsevier, vol. 37(2), pages 240-257, March.
    30. 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.
    31. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    32. 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.
    33. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    34. Busom, Isabel & Corchuelo, Beatriz & Martinez Ros, Ester, 2012. "Tax incentives or subsidies for R&D?," MERIT Working Papers 2012-056, 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. Huergo, Elena & Moreno, Lourdes, 2017. "Subsidies or loans? Evaluating the impact of R&D support programmes," Research Policy, Elsevier, vol. 46(7), pages 1198-1214.
    2. Sancho-Bosch, Diego & Guerrero, Alex J. & Heijs, Joost, 2022. "Technology policy evaluation: The interaction between the financial constraint of firms and level of financial additionality," MPRA Paper 114659, University Library of Munich, Germany.
    3. Serenella Caravella & Francesco Crespi, 2021. "The role of public procurement as innovation lever: evidence from Italian manufacturing firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 30(7), pages 663-684, October.
    4. Thum-Thysen, Anna & Voigt, Peter & Bilbao-Osorio, Beñat & Maier, Christoph & Ognyanova, Diana, 2019. "Investment dynamics in Europe: Distinct drivers and barriers for investing in intangible versus tangible assets?," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 77-88.
    5. Blandinieres, Florence & Steinbrenner, Daniela, 2021. "How does the evolution of R&D tax incentives schemes impact their effectiveness? Evidence from a meta-analysis," ZEW Discussion Papers 21-020, ZEW - Leibniz Centre for European Economic Research.
    6. Heike Belitz, 2015. "Steuerliche Förderung von Forschung und Entwicklung: Erfahrungen aus dem Ausland," DIW Roundup: Politik im Fokus 85, DIW Berlin, German Institute for Economic Research.

    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. 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.
    2. 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.
    3. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    4. Emmanuel Chavez, 2020. "The Effects of R&D Tax Credits and Subsidies onPrivate R&D in Mexico (Chapter 2)," PSE Working Papers halshs-02652063, HAL.
    5. Syoum Negassi & Jean-Francois Sattin, 2014. "Evaluation of Public R&D Policy: A Meta-Regression Analysis," Working Papers 14-09, University of Delaware, Department of Economics.
    6. Beck, Mathias & Junge, Martin & Kaiser, Ulrich, 2017. "Public Funding and Corporate Innovation," IZA Discussion Papers 11196, Institute of Labor Economics (IZA).
    7. 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.
    8. Michel Dumont, 2015. "Working Paper 05-15 - Evaluation of federal tax incentives for private R&D in Belgium: An update," Working Papers 1505, Federal Planning Bureau, Belgium.
    9. Hud, Martin & Hussinger, Katrin, 2015. "The impact of R&D subsidies during the crisis," Research Policy, Elsevier, vol. 44(10), pages 1844-1855.
    10. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna, 2015. "UK and EU subsidies and private R&D investment: Is there input additionality?," MPRA Paper 68009, University Library of Munich, Germany, revised 16 Nov 2015.
    11. 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.
    12. Huergo, Elena & Trenado, Mayte & Ubierna, Andrés, 2016. "The impact of public support on firm propensity to engage in R&D: Spanish experience," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 206-219.
    13. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press, vol. 25(6), pages 955-975.
    14. 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.
    15. Dirk Czarnitzki & Julie Delanote, 2017. "Incorporating innovation subsidies in the CDM framework: empirical evidence from Belgium," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 78-92, February.
    16. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2013. "Market failures and the additionality effects of public support to private R&D: Theory and empirical implications," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 634-642.
    17. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
    18. Huergo, Elena & Moreno, Lourdes, 2017. "Subsidies or loans? Evaluating the impact of R&D support programmes," Research Policy, Elsevier, vol. 46(7), pages 1198-1214.
    19. Alessandro Sterlacchini & Francesco Venturini, 2019. "R&D tax incentives in EU countries: does the impact vary with firm size?," Small Business Economics, Springer, vol. 53(3), pages 687-708, October.
    20. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(6), pages 955-975.

    More about this item

    Keywords

    R&D; subsidies; tax incentives; policy evaluation; EU manufacturing firms;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:pra:mprapa:64611. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.