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Waste of money or growth opportunity: The causal effect of EU subsidies on Hungarian SMEs

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  • Banai, Ádám
  • Lang, Péter
  • Nagy, Gábor
  • Stancsics, Martin

Abstract

Although EU subsidies aiming at economic development play a pivotal role not only for Hungary but for the entire European Union as well, there is a debate regarding their effectiveness in the literature. This paper investigates the impact of direct economic development subsidies extended in the context of Structural Funds and the Cohesion Fund as part of the 2007–2013 programming period of the European Union on Hungarian micro, small and medium-sized enterprises. Based on a micro database, we evaluate the impact of corporates’ first subsidies on various performance indicators, using a combination of propensity score matching and fixed effects panel regression. According to our results, economic development funds had a significant positive effect on the number of employees, sales revenue, gross value added and, in some cases, operating profit. However, the labour productivity of enterprises was not significantly affected by any of the support schemes. Furthermore, by explicitly comparing non-refundable subsidies (grants) and refundable assistance (financial instruments), we find that there is no significant difference in the effectiveness of the two types of subsidy.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:ecosys:v:44:y:2020:i:1:s0939362518301900
    DOI: 10.1016/j.ecosys.2020.100742
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    1. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    2. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2012. "Too much of a good thing? On the growth effects of the EU's regional policy," European Economic Review, Elsevier, vol. 56(4), pages 648-668.
    3. Criscuolo, Chiara & Martin, Ralf & Overman, Henry & Van Reenen, John, 2012. "The Causal Effects of an Industrial Policy," IZA Discussion Papers 6323, Institute of Labor Economics (IZA).
    4. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2010. "Going NUTS: The effect of EU Structural Funds on regional performance," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 578-590, October.
    5. Enrico Minelli & Salvatore Modica, 2009. "Credit Market Failures and Policy," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 11(3), pages 363-382, June.
    6. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    7. Jan Fagerberg & Bart Verspagen, 1996. "Heading for Divergence? Regional Growth in Europe Reconsidered," Journal of Common Market Studies, Wiley Blackwell, vol. 34(3), pages 431-448, September.
    8. Aadne Cappelen & Fulvio Castellacci & Jan Fagerberg & Bart Verspagen, 2003. "The Impact of EU Regional Support on Growth and Convergence in the European Union," Journal of Common Market Studies, Wiley Blackwell, vol. 41(4), pages 621-644, September.
    9. Edina Berlinger & Anita Lovas & Péter Juhász, 2017. "State subsidy and moral hazard in corporate financing," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 25(4), pages 743-770, December.
    10. Tobias Hagen & Philipp Mohl, 2011. "Econometric Evaluation of EU Cohesion Policy: A Survey," Chapters, in: Miroslav N. Jovanović (ed.), International Handbook on the Economics of Integration, Volume III, chapter 16, Edward Elgar Publishing.
    11. Gladys Lopez-Acevedo & Hong W. Tan, 2011. "Impact Evaluation of Small and Medium Enterprise Programs in Latin America and the Caribbean," World Bank Publications - Books, The World Bank Group, number 2298.
    12. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    13. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    14. Federico Biagi & Daniele Bondonio & Alberto Martini, 2015. "Counterfactual Impact Evaluation of Enterprise Support Programmes. Evidence from a Decade of Subsidies to Italian Firm," ERSA conference papers ersa15p1619, European Regional Science Association.
    15. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    16. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    17. Chaney, Paul K. & Thakor, Anjan V., 1985. "Incentive effects of benevolent intervention : The case of government loan guarantees," Journal of Public Economics, Elsevier, vol. 26(2), pages 169-189, March.
    18. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
    19. Sascha O. Becker & Peter H. Egger & Maximilian von Ehrlich, 2013. "Absorptive Capacity and the Growth and Investment Effects of Regional Transfers: A Regression Discontinuity Design with Heterogeneous Treatment Effects," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 29-77, November.
    20. Pereira, Alfredo M. & Gaspar, Vitor, 1999. "An Intertemporal Analysis of Development Policies in the EU," Journal of Policy Modeling, Elsevier, vol. 21(7), pages 799-822, December.
    21. Hillier, Brian & Ibrahimo, M V, 1993. "Asymmetric Information and Models of Credit Rationing," Bulletin of Economic Research, Wiley Blackwell, vol. 45(4), pages 271-304, October.
    22. Varga, Janos & in 't Veld, Jan, 2011. "A model-based analysis of the impact of Cohesion Policy expenditure 2000–06: Simulations with the QUEST III endogenous R&D model," Economic Modelling, Elsevier, vol. 28(1), pages 647-663.
    23. Andres RodrIguez-Pose & Ugo Fratesi†, 2004. "Between Development and Social Policies: The Impact of European Structural Funds in Objective 1 Regions," Regional Studies, Taylor & Francis Journals, vol. 38(1), pages 97-113.
    24. Werner Roeger & Janos Varga & Jan in 't Veld, 2008. "Structural Reforms in the EU: A simulation-based analysis using the QUEST model with endogenous growth," European Economy - Economic Papers 2008 - 2015 351, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    25. Sekhon, Jasjeet S., 2011. "Multivariate and Propensity Score Matching Software with Automated Balance Optimization: The Matching package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i07).
    26. repec:bla:jcmkts:v:41:y:2003:i::p:621-644 is not listed on IDEAS
    27. Schertler, Andrea, 2000. "The Impact of Public Subsidies on Venture Capital Investments in Start-Up Enterprises," Kiel Working Papers 1018, Kiel Institute for the World Economy (IfW Kiel).
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    Cited by:

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    4. Koura Abdelghani & Boudhar Abdeslam & Mohamed Koura Oudgou, 2024. "Advancements in the Moroccan SMEs' Financing Ecosystem Catalysing SME Development through Funding strategic Investment," Post-Print hal-04681802, HAL.
    5. Xingyu Lu & Tong Qi & Wenjing Xie, 2023. "Earnings Management of Chinese Listed Multinational Corporations," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(6), pages 179-206, November.
    6. Martina Novotná & Ivana Faltová Leitmanová & Jiří Alina & Tomáš Volek, 2020. "Capital Intensity and Labour Productivity in Waste Companies," Sustainability, MDPI, vol. 12(24), pages 1-15, December.
    7. Telegdy, Álmos & Tóth, Gábor, 2024. "A támogatott hitelezés hatásvizsgálata Magyarországon [Impact assessment of subsidised loans in Hungary]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 113-130.
    8. Manelici, Isabela & Pantea, Smaranda, 2021. "Industrial policy at work: Evidence from Romania’s income tax break for workers in IT," European Economic Review, Elsevier, vol. 133(C).
    9. 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.

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    More about this item

    Keywords

    Impact evaluation; EU subsidies; Firm-level effects; Propensity score matching; Fixed effects; JEL classification; D04; G38; H25; O22;
    All these keywords.

    JEL classification:

    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • O22 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Project Analysis

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