IDEAS home Printed from https://ideas.repec.org/a/oup/scippl/v47yi4p525-535..html
   My bibliography  Save this article

Evaluation criteria versus firm characteristics as determinants of public R&D funding

Author

Listed:
  • Martin Thomas Falk
  • Roger Svensson

Abstract

This study provides new empirical evidence regarding the relevance of evaluation criteria and firm characteristics for public R&D funding decisions. The database used contains both accepted and rejected R&D project proposals, project evaluation scores, and several firm characteristics. The probit estimations show that proposals with high scores on innovative content, spillover, and knowledge gain are significantly more likely to be approved and that most firm-level characteristics are not significant, except for firm size. For example, good or very good assessments of innovative content raise the acceptance probability by between 18 and 37 percentage points, respectively. Small firms are more likely to receive a grant.

Suggested Citation

  • Martin Thomas Falk & Roger Svensson, 0. "Evaluation criteria versus firm characteristics as determinants of public R&D funding," Science and Public Policy, Oxford University Press, vol. 47(4), pages 525-535.
  • Handle: RePEc:oup:scippl:v:47:y::i:4:p:525-535.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/scipol/scaa032
    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. Patrik Gustavsson Tingvall & Josefin Videnord, 2020. "Regional differences in effects of publicly sponsored R&D grants on SME performance," Small Business Economics, Springer, vol. 54(4), pages 951-969, April.
    2. Aschhoff Birgit, 2010. "Who Gets the Money?: The Dynamics of R&D Project Subsidies in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(5), pages 522-546, October.
    3. Uwe Cantner & Sarah Kösters, 2012. "Picking the winner? Empirical evidence on the targeting of R&D subsidies to start-ups," Small Business Economics, Springer, vol. 39(4), pages 921-936, November.
    4. Gustafsson, Anders & Gustavsson Tingvall, Patrik & Halvarsson, Daniel, 2017. "Subsidy Entrepreneurs," Ratio Working Papers 303, The Ratio Institute.
    5. Blanes, J. Vicente & Busom, Isabel, 2004. "Who participates in R&D subsidy programs?: The case of Spanish manufacturing firms," Research Policy, Elsevier, vol. 33(10), pages 1459-1476, December.
    6. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    7. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    8. Terza, Joseph V., 1987. "Estimating linear models with ordinal qualitative regressors," Journal of Econometrics, Elsevier, vol. 34(3), pages 275-291, March.
    9. Ana M. Silva & Sandra T. Silva & Anabela Carneiro, 2017. "Determinants of grant decisions in R&D subsidy programmes: Evidence from firms and S&T organisations in Portugal," Science and Public Policy, Oxford University Press, vol. 44(5), pages 683-697.
    10. 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.
    11. Michele Morris & Oliver J. Herrmann, 2013. "Beyond surveys: The research frontier moves to the use of administrative data to evaluate R&D grants," Research Evaluation, Oxford University Press, vol. 22(5), pages 298-306, October.
    12. Anders Gustafsson & Patrik Gustavsson Tingvall & Daniel Halvarsson, 2020. "Subsidy Entrepreneurs: an Inquiry into Firms Seeking Public Grants," Journal of Industry, Competition and Trade, Springer, vol. 20(3), pages 439-478, September.
    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. James Foreman-Peck, 2013. "Effectiveness and efficiency of SME innovation policy," Small Business Economics, Springer, vol. 41(1), pages 55-70, June.
    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. Dumont, Michel, 2017. "Assessing the policy mix of public support to business R&D," Research Policy, Elsevier, vol. 46(10), pages 1851-1862.
    17. Ascension Barajas & Elena Huergo, 2010. "International R&D cooperation within the EU Framework Programme: empirical evidence for Spanish firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(1), pages 87-111.
    18. Isabel Busom & Beatriz Corchuelo & Ester Martínez-Ros, 2017. "Participation inertia in R&D tax incentive and subsidy programs," Small Business Economics, Springer, vol. 48(1), pages 153-177, January.
    Full references (including those not matched with items on IDEAS)

    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. Falk, Martin & Svensson, Roger, 2018. "Allocation of R&D Grants in the Business Sector," Working Paper Series 1231, Research Institute of Industrial Economics.
    2. Antonelli, Cristiano & Crespi, Francesco, 2013. "The "Matthew effect" in R&D public subsidies: The Italian evidence," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1523-1534.
    3. González, Xulia & Pazó, Consuelo, 2008. "Do public subsidies stimulate private R&D spending?," Research Policy, Elsevier, vol. 37(3), pages 371-389, April.
    4. Cristiano Antonelli & Francesco Crespi, 2012. "Matthew Effects And R&D Subsidies: Knowledge Cumulability In High-Tech And Low-Tech Industries," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 71(1), pages 5-31, October.
    5. 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.
    6. Hud, Martin & Hussinger, Katrin, 2015. "The impact of R&D subsidies during the crisis," Research Policy, Elsevier, vol. 44(10), pages 1844-1855.
    7. Silva Filipe & Carreira Carlos, 2017. "Financial Constraints: Do They Matter to Allocate R&D Subsidies?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(4), pages 1-26, October.
    8. Rodríguez-Pose, Andrés & Belso-Martinez, Jose Antonio & Díez-Vial, Isabel, 2021. "Playing the innovation subsidy game: experience, clusters, consultancy, and networking in regional innovation support," LSE Research Online Documents on Economics 111603, London School of Economics and Political Science, LSE Library.
    9. 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.
    10. 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.
    11. Becker, Lasse, 2015. "Effectiveness of public innovation support in Europe: Does public support foster turnover, employment and labour productivity?," University of Göttingen Working Papers in Economics 236, University of Goettingen, Department of Economics.
    12. 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.
    13. 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.
    14. Becker, Lasse & Bizer, Kilian, 2015. "Federalism and innovation support for small and medium-sized enterprises: Empirical evidence in Europe," University of Göttingen Working Papers in Economics 245, University of Goettingen, Department of Economics.
    15. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.
    16. 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.
    17. Vlasova, Valeriya, 2021. "Industry-science cooperation and public policy instruments utilization in the private sector," Journal of Business Research, Elsevier, vol. 124(C), pages 519-528.
    18. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    19. 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.
    20. Kwangsoo Shin & Minkyung Choy & Chul Lee & Gunno Park, 2019. "Government R&D Subsidy and Additionality of Biotechnology Firms: The Case of the South Korean Biotechnology Industry," Sustainability, MDPI, vol. 11(6), pages 1-22, March.

    More about this item

    Keywords

    government R&D-funding; business sector; evaluation criteria; firm characteristics; probit estimations; H25; O32; O38;
    All these keywords.

    JEL classification:

    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • 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

    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:oup:scippl:v:47:y::i:4:p:525-535.. 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.