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The effect of public support on investment and R&D: An empirical evaluation on European manufacturing firms

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  • Carboni, Oliviero A.

Abstract

This paper investigates the effect of government support on investment and on R&D expenditure. The empirical analysis is based on a large representative and cross-country comparative sample of manufacturing firms across seven European countries. Estimates from a non-parametric matching procedure suggest that public grants have a positive effect both on firms' investment and R&D, implying that recipient firms spend more than they would have without public aid. This may suggest that the possibility of perfect crowding out between private and public funds can be rejected. More in detail, grants appear to consistently affect traditional investment and similarly, R&D incentives have a positive impact on research spending. The paper also finds that grants trigger the use of long medium term credit suggesting that public policy may possibly help firms facing financial constraints and foster their growth. Finally, the analysis reveals some heterogeneity across the seven countries considered.

Suggested Citation

  • Carboni, Oliviero A., 2017. "The effect of public support on investment and R&D: An empirical evaluation on European manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 282-295.
  • Handle: RePEc:eee:tefoso:v:117:y:2017:i:c:p:282-295
    DOI: 10.1016/j.techfore.2016.11.017
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    as
    1. Lin, Xiaoji, 2012. "Endogenous technological progress and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 103(2), pages 411-427.
    2. Borisova, Ginka & Brown, James R., 2013. "R&D sensitivity to asset sale proceeds: New evidence on financing constraints and intangible investment," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 159-173.
    3. Hyytinen, Ari & Toivanen, Otto, 2005. "Do financial constraints hold back innovation and growth?: Evidence on the role of public policy," Research Policy, Elsevier, vol. 34(9), pages 1385-1403, November.
    4. Anu Tokila & Mika Haapanen & Jari Ritsila, 2008. "Evaluation of investment subsidies: when is deadweight zero?," International Review of Applied Economics, Taylor & Francis Journals, vol. 22(5), pages 585-600.
    5. 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.
    6. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    7. Dirk Czarnitzki & Hanna Hottenrott & Susanne Thorwarth, 2011. "Industrial research versus development investment: the implications of financial constraints," Cambridge Journal of Economics, Oxford University Press, vol. 35(3), pages 527-544.
    8. 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.
    9. 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.
    10. Jacques Mairesse & Bronwyn H. Hall & Benoît Mulkay, 1999. "Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Annals of Economics and Statistics, GENES, issue 55-56, pages 27-67.
    11. Dirk Czarnitzki, 2006. "Research And Development In Small And Medium‐Sized Enterprises: The Role Of Financial Constraints And Public Funding," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(3), pages 335-357, July.
    12. Carlo Altomonte & Tommaso Aquilante, 2012. "The EU-EFIGE/Bruegel-Unicredit dataset," Working Papers 753, Bruegel.
    13. 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.
    14. Atzeni, Gianfranco E. & Carboni, Oliviero A., 2008. "The effects of grant policy on technology investment in Italy," Journal of Policy Modeling, Elsevier, vol. 30(3), pages 381-399.
    15. 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.
    16. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    17. David, Paul A. & Hall, Bronwyn H., 2000. "Heart of darkness: modeling public-private funding interactions inside the R&D black box," Research Policy, Elsevier, vol. 29(9), pages 1165-1183, December.
    18. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    19. Reinhard Hujer & Dubravko Radić, 2005. "Evaluating The Impacts Of Subsidies On Innovation Activities In Germany," Scottish Journal of Political Economy, Scottish Economic Society, vol. 52(4), pages 565-586, September.
    20. 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.
    21. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    22. Fazzari, Steven M & Hubbard, R Glenn & Petersen, Bruce C, 1988. "Investment, Financing Decisions, and Tax Policy," American Economic Review, American Economic Association, vol. 78(2), pages 200-205, May.
    23. Dirk Czarnitzki & Andrew Toole, 2007. "Business R&D and the Interplay of R&D Subsidies and Product Market Uncertainty," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(3), pages 169-181, November.
    24. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    25. 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.
    26. Aerts, Kris & Schmidt, Tobias, 2008. "Two for the price of one?: Additionality effects of R&D subsidies: A comparison between Flanders and Germany," Research Policy, Elsevier, vol. 37(5), pages 806-822, June.
    27. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    28. Stephen Bond & Dietmar Harhoff & John Van Reenen, 2010. "Investment, R&D and Financial Constraints in Britain and Germany," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 433-460, National Bureau of Economic Research, Inc.
    29. repec:adr:anecst:y:1999:i:55-56:p:02 is not listed on IDEAS
    30. Steve Bond & Costas Meghir, 1994. "Financial constraints and company investment," Fiscal Studies, Institute for Fiscal Studies, vol. 15(2), pages 1-18, May.
    31. 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.
    32. Hujer, Reinhard & Radić, Dubravko, 2005. "Evaluating the Impacts of Subsidies on Innovation Activities in Germany," ZEW Discussion Papers 05-43, ZEW - Leibniz Centre for European Economic Research.
    33. Nathalie Greenan, 2003. "Organisational change, technology, employment and skills: an empirical study of French manufacturing," Cambridge Journal of Economics, Oxford University Press, vol. 27(2), pages 287-316, March.
    34. Sala-i-Martin, Xavier, 1997. "I Just Ran Two Million Regressions," American Economic Review, American Economic Association, vol. 87(2), pages 178-183, May.
    35. 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.
    36. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    37. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297-297.
    38. Mark Funk, 2002. "Basic Research and International Spillovers," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(2), pages 217-226.
    39. Adam B. Jaffe, 2002. "Building Programme Evaluation into the Design of Public Research-Support Programmes," Oxford Review of Economic Policy, Oxford University Press, vol. 18(1), pages 22-34, Spring.
    40. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2014. "Age and firm growth: evidence from three European countries," Small Business Economics, Springer, vol. 43(4), pages 823-837, December.
    41. repec:adr:anecst:y:2005:i:79-80:p:17 is not listed on IDEAS
    42. Huergo, Elena & Trenado, Mayte & Ubierna, Andrés, 2016. "The impact of public support on firm propensity to engage in R&D: Spanish experience," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 206-219.
    43. Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
    44. Meuleman, Miguel & De Maeseneire, Wouter, 2012. "Do R&D subsidies affect SMEs’ access to external financing?," Research Policy, Elsevier, vol. 41(3), pages 580-591.
    45. Jens Matthias Arnold & Katrin Hussinger, 2005. "Export Behavior and Firm Productivity in German Manufacturing: A Firm-Level Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(2), pages 219-243, July.
    46. Fabio Schiantarelli & Alessandro Sembenelli, 2000. "Form of Ownership and Financial Constraints:Panel Data Evidence From Flow of Funds and Investment Equations," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 27(2), pages 175-192, June.
    47. Oliviero Carboni, 2011. "R&D subsidies and private R&D expenditures: evidence from Italian manufacturing data," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(4), pages 419-439.
    48. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," Review of Economic Studies, Oxford University Press, vol. 65(2), pages 261-294.
    49. 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.
    50. 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.
    51. Holger Görg & Eric Strobl, 2007. "The Effect of R&D Subsidies on Private R&D," Economica, London School of Economics and Political Science, vol. 74(294), pages 215-234, May.
    52. Hall, Bronwyn & Van Reenen, John, 2000. "How effective are fiscal incentives for R&D? A review of the evidence," Research Policy, Elsevier, vol. 29(4-5), pages 449-469, April.
    53. José García‐Quevedo, 2004. "Do Public Subsidies Complement Business R&D? A Meta‐Analysis of the Econometric Evidence," Kyklos, Wiley Blackwell, vol. 57(1), pages 87-102, February.
    54. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
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    More about this item

    Keywords

    Non-parametric estimation; Public subsidies; R&D; Investment;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • H50 - Public Economics - - National Government Expenditures and Related Policies - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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