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Measuring the Impact of R&D&I Subsidies on Innovative Inputs and Outputs in Polish Manufacturing Firms

Author

Listed:
  • Adriana Zabłocka-Abi Yaghi

    (University of Gdansk)

  • Tomasz Tomaszewski

    (University of Gdansk)

Abstract

This research investigates the impact of R&D and innovation (R&D&I) subsidies on the innovative inputs and outputs of Polish manufacturing companies. We combine unique survey data that incorporates a representative sample of Polish manufacturing companies with data on the state aid from the State Aid Data Sharing System (SUDOP). Our results confirm the positive role of R&D&I subsidies on the likelihood of applying for a patent, filing for intellectual property protection for utility models, industrial designs, trademark registrations, and the introduction of process innovations, consistent with the existing literature. However, the results also indicate an insignificant impact of the intervention on firms’ R&D expenditures and product innovations. The extension of the analysis with the moderating effects of internal factors that affect the firms’ innovative behavior indicates that the R&D&I subsidies for exporters lead to the crowding-out effect and for non-exporters generate additional R&D expenditures and increase the propensity for R&D cooperation. Furthermore, R&D&I support for enterprises with foreign ownership reduces their propensity for patent applications and product innovations. In contrast, for beneficiaries with a predominance of domestic capital, it positively impacts many output variables.

Suggested Citation

  • Adriana Zabłocka-Abi Yaghi & Tomasz Tomaszewski, 2024. "Measuring the Impact of R&D&I Subsidies on Innovative Inputs and Outputs in Polish Manufacturing Firms," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3792-3823, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01194-z
    DOI: 10.1007/s13132-023-01194-z
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Nicholas Bloom & John Van Reenen & Heidi Williams, 2019. "A toolkit of policies to promote innovation," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 10.
    3. Slavo Radosevic, 2017. "Upgrading technology in Central and Eastern European economies," IZA World of Labor, Institute of Labor Economics (IZA), pages 338-338, February.
    4. Shuang Wang & Shukuan Zhao & Dong Shao & Hongyu Liu, 2020. "Impact of Government Subsidies on Manufacturing Innovation in China: The Moderating Role of Political Connections and Investor Attention," Sustainability, MDPI, vol. 12(18), pages 1-21, September.
    5. Dirk Czarnitzki & Kornelius Kraft, 2006. "R&D and Firm Performance in a Transition Economy," Kyklos, Wiley Blackwell, vol. 59(4), pages 481-496, November.
    6. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    7. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    8. 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.
    9. Shrieves, Ronald E, 1978. "Market Structure and Innovation: A New Perspective," Journal of Industrial Economics, Wiley Blackwell, vol. 26(4), pages 329-347, June.
    10. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    11. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
    12. 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.
    13. Lichtenberg, Frank R, 1987. "The Effect of Government Funding on Private Industrial Research and Development: A Re-assessment," Journal of Industrial Economics, Wiley Blackwell, vol. 36(1), pages 97-104, September.
    14. James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
    15. Martin, Stephen & Scott, John T., 2000. "The nature of innovation market failure and the design of public support for private innovation," Research Policy, Elsevier, vol. 29(4-5), pages 437-447, April.
    16. Stojčić, Nebojša & Srhoj, Stjepan & Coad, Alex, 2020. "Innovation procurement as capability-building: Evaluating innovation policies in eight Central and Eastern European countries," European Economic Review, Elsevier, vol. 121(C).
    17. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    18. Holemans, Benni & Sleuwaegen, Leo, 1988. "Innovation expenditures and the role of government in Belgium," Research Policy, Elsevier, vol. 17(6), pages 375-379, December.
    19. Natalia Petelski & Darío Milesi & Vladimiro Verre, 2020. "Public support to innovation: impact on technological efforts in Argentine manufacturing firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 29(1), pages 66-88, January.
    20. Czarnitzki, Dirk & Hussinger, Katrin, 2004. "The Link Between R&D Subsidies, R&D Spending and Technological Performance," ZEW Discussion Papers 04-56, ZEW - Leibniz Centre for European Economic Research.
    21. Jose Albors-Garrigos & Rosa Rodriguez Barrera, 2011. "Impact Of Public Funding On A Firm'S Innovation Performance: Analysis Of Internal And External Moderating Factors," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 15(06), pages 1297-1322.
    22. Gene M. Grossman & Elhanan Helpman, 1994. "Endogenous Innovation in the Theory of Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 23-44, Winter.
    23. Jakob Edler & Jan Fagerberg, 2017. "Innovation policy: what, why, and how," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(1), pages 2-23.
    24. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    25. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    26. Guo, Shenyang & Barth, Richard P. & Gibbons, Claire, 2006. "Propensity score matching strategies for evaluating substance abuse services for child welfare clients," Children and Youth Services Review, Elsevier, vol. 28(4), pages 357-383, April.
    27. Samuel Amponsah Odei & Jan Stejskal & Viktor Prokop, 2021. "Revisiting the Factors Driving Firms’ Innovation Performances: the Case of Visegrad Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1331-1344, September.
    28. Giovanni Cerulli, 2014. "ivtreatreg: A command for fitting binary treatment models with heterogeneous response to treatment and unobservable selection," Stata Journal, StataCorp LP, vol. 14(3), pages 453-480, September.
    29. Cédric Schneider & Reinhilde Veugelers, 2010. "On young highly innovative companies: why they matter and how (not) to policy support them," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 969-1007, August.
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