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Evaluating the impact of public subsidies on a firm's performance: A quasi-experimental approach

Author

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  • Néstor Duch

    (Grup en Federalisme Fiscal i Economia Regional(Institut de Recerca en Economia - IEB), Departament d'Econometria, Estadística i Economia Espanyola, Universitat de Barcelona)

  • Daniel Montolio

    (Grup en Federalisme Fiscal i Economia Regional(Institut de Recerca en Economia - IEB), Departament d'Economia Política i Hisenda Pública, Universitat de Barcelona)

  • Mauro Mediavilla

    (Grup en Federalisme Fiscal i Economia Regional(Institut de Recerca en Economia - IEB), Departament d'Economia Política i Hisenda Pública, Universitat de Barcelona)

Abstract

Many regional governments in developed countries design programs to improve the competitiveness of local firms. In this paper, we evaluate the effectiveness of public programs whose aim is to enhance the performance of firms located in Catalonia (Spain). We compare the performance of publicly subsidised companies (treated) with that of similar, but unsubsidised companies (non-treated). We use the Propensity Score Matching (PSM) methodology to construct a control group which, with respect to its observable characteristics, is as similar as possible to the treated group, and that allows us to identify firms which retain the same propensity to receive public subsidies. Once a valid comparison group has been established, we compare the respective performance of each firm. As a result, we find that recipient firms, on average, change their business practices, improve their performance, and increase their value added as a direct result of public subsidy programs.

Suggested Citation

  • Néstor Duch & Daniel Montolio & Mauro Mediavilla, 2007. "Evaluating the impact of public subsidies on a firm's performance: A quasi-experimental approach," Working Papers XREAP2007-07, Xarxa de Referència en Economia Aplicada (XREAP), revised Jul 2007.
  • Handle: RePEc:xrp:wpaper:xreap2007-07
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    1. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    2. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    3. Helena Lenihan, 2004. "Evaluating Irish industrial policy in terms of deadweight and displacement: a quantitative methodological approach," Applied Economics, Taylor & Francis Journals, vol. 36(3), pages 229-252.
    4. Jean Bonnet, 2002. "L'évaluation des programmes d'innovation financés par I'Anvar 1986-1990," Revue d'Économie Industrielle, Programme National Persée, vol. 100(1), pages 93-118.
    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. Ballesteros, Juan Acosta & Rico, Aurelia Modrego, 2001. "Public financing of cooperative R&D projects in Spain: the Concerted Projects under the National R&D Plan," Research Policy, Elsevier, vol. 30(4), pages 625-641, April.
    7. Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc.
    8. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    9. 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.
    10. Czarnitzki, Dirk & Fier, Andreas, 2002. "Do Innovation Subsidies Crowd Out Private Investment? Evidence from the German Service Sector," ZEW Discussion Papers 02-04, ZEW - Leibniz Centre for European Economic Research.
    11. 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.
    12. Donald B. Rubin, 1977. "Assignment to Treatment Group on the Basis of a Covariate," Journal of Educational and Behavioral Statistics, , vol. 2(1), pages 1-26, March.
    13. Arvanitis, Spyros & Hollenstein, Heinz & Lenz, Stephan, 2002. "The Effectiveness of Government Promotion of Advanced Manufacturing Technologies (AMT): An Economic Analysis Based on Swiss Micro Data," Small Business Economics, Springer, vol. 19(4), pages 321-340, December.
    14. Aerts, Kris & Czarnitzki, Dirk, 2004. "Using Innovation Survey Data to Evaluate R&D Policy: The Case of Belgium," ZEW Discussion Papers 04-55, ZEW - Leibniz Centre for European Economic Research.
    15. Lerner, Josh, 1999. "The Government as Venture Capitalist: The Long-Run Impact of the SBIR Program," The Journal of Business, University of Chicago Press, vol. 72(3), pages 285-318, July.
    16. Roberto Gabriele & Marco Zamarian & Enrico Zaninotto, 2006. "Assessing the economic impact of public industrial policies: an empirical investigation on subsidies," ROCK Working Papers 039, Department of Computer and Management Sciences, University of Trento, Italy, revised 12 Jun 2008.
    17. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    18. Roper, Stephen & Hewitt-Dundas, Nola & Love, James H., 2004. "An ex ante evaluation framework for the regional benefits of publicly supported R&D projects," Research Policy, Elsevier, vol. 33(3), pages 487-509, April.
    19. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
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    7. Gosk Beata & Nehrebecka Natalia, 2019. "Are subsidies for Polish enterprises effective: empirical results based on panel data," Central European Economic Journal, Sciendo, vol. 6(53), pages 108-131, January.
    8. Alessandra Amendola & Marinella Boccia & Gianluca Mele & Luca Sensini, 2020. "Fiscal Policies and Performance: Evidence from Dominican Republic firms," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(5), pages 1-16.
    9. Matas, Anna & Raymond, José-Luis & Roig, José-Luis, 2009. "Car ownership and access to jobs in Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(6), pages 607-617, July.
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    More about this item

    Keywords

    Public policy; evaluation studies; firm performance; propensity Score Matching.;
    All these keywords.

    JEL classification:

    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L53 - Industrial Organization - - Regulation and Industrial Policy - - - Enterprise Policy

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