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The effectiveness of investment subsidies: evidence from a regression discontinuity design

Author

Listed:
  • Stefaan Decramer

    (KU Leuven)

  • Stijn Vanormelingen

    (KU Leuven, Campus Brussels)

Abstract

This paper analyzes the effects of an investment subsidy program for small- and medium-sized enterprises in Flanders from 2004 to 2009. The subsidies were awarded according to a ranking system that favored young, growing and productive firms with a strong cash flow, granting subsidies to the highest scoring firms until the depletion of funds. The nature of this allocation system creates a sharp cutoff in granting the subsidy according to the score, allowing us to estimate the causal impact of the subsidies using a regression discontinuity design. We find a positive effect on firm-level investment, employment, output and productivity for the firms that were granted the subsidy, but only for the small firms. However, the effect is small relative to the cost of the subsidy.

Suggested Citation

  • 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.
    • Handle: RePEc:kap:sbusec:v:47:y:2016:i:4:d:10.1007_s11187-016-9749-2
    DOI: 10.1007/s11187-016-9749-2
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    1. Raffaello Bronzini & Eleonora Iachini, 2014. "Are Incentives for R&D Effective? Evidence from a Regression Discontinuity Approach," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 100-134, November.
    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. 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.
    4. Richard Harris & Catherine Robinson, 2005. "Impact of Regional Selective Assistance on sources of productivity growth: Plant-level evidence from UK manufacturing, 1990-98," Regional Studies, Taylor & Francis Journals, vol. 39(6), pages 751-765.
    5. 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).
    6. Devereux, Michael P. & Griffith, Rachel & Simpson, Helen, 2007. "Firm location decisions, regional grants and agglomeration externalities," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 413-435, April.
    7. Philippe Aghion & Jing Cai & Mathias Dewatripont & Luosha Du & Ann Harrison & Patrick Legros, 2022. "Industrial Policy and Competition," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 15, pages 349-380, World Scientific Publishing Co. Pte. Ltd..
    8. Richard Harris & Mary Trainor, 2005. "Capital Subsidies and their Impact on Total Factor Productivity: Firm‐Level Evidence from Northern Ireland," Journal of Regional Science, Wiley Blackwell, vol. 45(1), pages 49-74, February.
    9. Jacob, Brian A. & Lefgren, Lars, 2011. "The impact of research grant funding on scientific productivity," Journal of Public Economics, Elsevier, vol. 95(9), pages 1168-1177.
    10. Bernini, Cristina & Pellegrini, Guido, 2011. "How are growth and productivity in private firms affected by public subsidy? Evidence from a regional policy," Regional Science and Urban Economics, Elsevier, vol. 41(3), pages 253-265, May.
    11. Anu Tokila & Mika Haapanen, 2012. "Evaluation of Deadweight Spending in Regional Enterprise Financing," Regional Studies, Taylor & Francis Journals, vol. 46(2), pages 185-201, May.
    12. Michela Bia & Alessandra Mattei, 2012. "Assessing the effect of the amount of financial aids to Piedmont firms using the generalized propensity score," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 21(4), pages 485-516, November.
    13. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    14. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    15. 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.
    16. Heli Koski & Mika Pajarinen, 2013. "The role of business subsidies in job creation of start-ups, gazelles and incumbents," Small Business Economics, Springer, vol. 41(1), pages 195-214, June.
    17. Daly, Michael & Gorman, Ian & Lenjosek, Gordon & MacNevin, Alex & Phiriyapreunt, Wannakan, 1993. "The impact of regional investment incentives on employment and productivity : Some Canadian evidence," Regional Science and Urban Economics, Elsevier, vol. 23(4), pages 559-575, September.
    18. Bronzini, Raffaello & de Blasio, Guido, 2006. "Evaluating the impact of investment incentives: The case of Italy's Law 488/1992," Journal of Urban Economics, Elsevier, vol. 60(2), pages 327-349, September.
    19. Philippe Aghion & Julian Boulanger & Elie Cohen, 2011. "Rethinking industrial policy," Policy Briefs 566, Bruegel.
    20. Ham, John C. & Swenson, Charles & İmrohoroğlu, Ayşe & Song, Heonjae, 2011. "Government programs can improve local labor markets: Evidence from State Enterprise Zones, Federal Empowerment Zones and Federal Enterprise Community," Journal of Public Economics, Elsevier, vol. 95(7), pages 779-797.
    21. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    22. Gerhard Untiedt & Hans Joachim Schalk, 2000. "Regional investment incentives in Germany: Impacts on factor demand and growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 34(2), pages 173-195.
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