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When Daces Bite Deeper than Sharks – Does the SMEs Public Subsidy Dose Matter?

Author

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  • Špetlík Václav

    (Department of Managerial Economics, Prague University of Economics and Business, Prague, Czech Republic)

  • Čadil Jan

    (Department of Economics, University of West Bohemia, Pilsen, Czech Republic)

Abstract

One of the EU's main priorities is to boost the competitiveness of its member states through subsidies from the European Structural Funds. As SMEs are key elements of competitiveness, their support through various subsidy programmes is important. However, as our research shows, the distribution of funds among SMEs is highly unequal. While some SMEs are very successful in obtaining subsidies, others (especially the smallest ones) are not. Using a robust dataset of Czech companies, we have identified subsidy ‘sharks‘ receiving multiple times more funds, compared to mediocre ‘salmons‘ and lowly supported ‘daces‘. While using counterfactual design with control for a subsidy dose and taking labour productivity as a proxy for competitiveness, we have found out that the subsidy dose really matters. It seems that the higher the dose, the lower the impact on competitiveness. Since, on average, subsidies led to higher competitiveness of beneficiaries, the subsidy daces significantly outpaced sharks. From a policy perspective, limiting support per beneficiary could lead to higher effectiveness of support programmes. This study also highlights the importance of the subsidy dose in evaluation practice and research.

Suggested Citation

  • Špetlík Václav & Čadil Jan, 2023. "When Daces Bite Deeper than Sharks – Does the SMEs Public Subsidy Dose Matter?," Review of Economic Perspectives, Sciendo, vol. 23(4), pages 233-250, December.
    • Handle: RePEc:vrs:reoecp:v:23:y:2023:i:4:p:233-250:n:2
    DOI: 10.2478/revecp-2023-0009
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    1. Lucas, David S. & Boudreaux, Christopher J., 2020. "National regulation, state-level policy, and local job creation in the United States: A multilevel perspective," Research Policy, Elsevier, vol. 49(4).
    2. Augusto Cerqua & Guido Pellegrini, 2017. "Industrial policy evaluation in the presence of spillovers," Small Business Economics, Springer, vol. 49(3), pages 671-686, October.
    3. Cerqua, Augusto & Pellegrini, Guido, 2014. "Do subsidies to private capital boost firms' growth? A multiple regression discontinuity design approach," Journal of Public Economics, Elsevier, vol. 109(C), pages 114-126.
    4. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute of Labor Economics (IZA).
    5. David S. Lucas & Caleb S. Fuller & Ennio E. Piano & Christopher J. Coyne, 2018. "Visions of entrepreneurship policy," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 7(4), pages 336-356, November.
    6. 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.
    7. Bernini, Cristina & Cerqua, Augusto & Pellegrini, Guido, 2017. "Public subsidies, TFP and efficiency: A tale of complex relationships," Research Policy, Elsevier, vol. 46(4), pages 751-767.
    8. Lauren Lanahan & Daniel Armanios, 2018. "Does More Certification Always Benefit a Venture?," Organization Science, INFORMS, vol. 29(5), pages 931-947, October.
    9. Ondřej Dvouletý & Ivana Blažková & Oto Potluka, 2021. "Estimating the effects of public subsidies on the performance of supported enterprises across firm sizes [Implementing Matching Estimators for Average Treatment Effects in Stata]," Research Evaluation, Oxford University Press, vol. 30(3), pages 290-313.
    10. Romualdas Ginevičius & Valentinas Podvezko & Šarūnas Bruzge, 2008. "Evaluating the effect of state aid to business by multicriteria methods," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 9(3), pages 167-180, August.
    11. 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.
    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. Ádám Banai & Péter Lang & Gábor Nagy & Martin Stancsics, 2017. "Impact evaluation of EU subsidies for economic development on the Hungarian SME sector," MNB Working Papers 2017/8, Magyar Nemzeti Bank (Central Bank of Hungary).
    14. Shahidur R. Khandker & Gayatri B. Koolwal & Hussain A. Samad, 2010. "Handbook on Impact Evaluation : Quantitative Methods and Practices," World Bank Publications - Books, The World Bank Group, number 2693.
    15. David B. Audretsch & Antje Fiedler, 2023. "Does the entrepreneurial state crowd out entrepreneurship?," Small Business Economics, Springer, vol. 60(2), pages 573-589, February.
    16. Josh Lerner, 2010. "The future of public efforts to boost entrepreneurship and venture capital," Small Business Economics, Springer, vol. 35(3), pages 255-264, October.
    17. Ondřej Dvouletý & Ivana Blažková, 2019. "Assessing the microeconomic effects of public subsidies on the performance of firms in the czech food processing industry: A counterfactual impact evaluation," Agribusiness, John Wiley & Sons, Ltd., vol. 35(3), pages 394-422, July.
    18. Ondřej Dvouletý & Stjepan Srhoj & Smaranda Pantea, 2021. "Public SME grants and firm performance in European Union: A systematic review of empirical evidence," Small Business Economics, Springer, vol. 57(1), pages 243-263, June.
    19. Stefaan Decramer & Stijn Vanormelingen, 2016. "The effectiveness of investment subsidies: evidence from a regression discontinuity design," Small Business Economics, Springer, vol. 47(4), pages 1007-1032, December.
    20. Jespersen, Svend T. & Munch, Jakob R. & Skipper, Lars, 2008. "Costs and benefits of Danish active labour market programmes," Labour Economics, Elsevier, vol. 15(5), pages 859-884, October.
    21. Banai, Ádám & Lang, Péter & Nagy, Gábor & Stancsics, Martin, 2020. "Waste of money or growth opportunity: The causal effect of EU subsidies on Hungarian SMEs," Economic Systems, Elsevier, vol. 44(1).
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    More about this item

    Keywords

    competitiveness; counterfactual design; subsidy dose; SMEs;
    All these keywords.

    JEL classification:

    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • L53 - Industrial Organization - - Regulation and Industrial Policy - - - Enterprise Policy

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