IDEAS home Printed from https://ideas.repec.org/a/ebl/ecbull/eb-19-00763.html
   My bibliography  Save this article

Spillover, public investment and innovation: the impact of public investment in R&D on business innovation

Author

Listed:
  • Leonardo A. Rocha

    (Federal Rural University of the Semi-Arid (UFERSA))

  • Denis Vieira Sarmento

    (Adelmar Rosado College (FAR))

  • Carlos Alano S. Almeida

    (Federal Rural University of the Semi-Arid (UFERSA))

  • Napiê G.A. Silva

    (Federal Rural University of the Semi-Arid (UFERSA))

Abstract

This research analyzes the impact of public investment on the relationship “private investment in research versus performance†of the top R&D investors. Taking a recent sample of the top investors, as well as different estimation techniques, the results show that public investments in research contribute to increase the elasticity coefficients of private investments in R&D, either linearly or nonlinearly. In the nonlinear pattern, optimal levels of public policy point to a share of total public investment of around 15.8%, thus maximizing the elasticity coefficient of private investment. Controlling the endogeneity of private investments in R&D, GMM estimates point to an underestimation of the parameters obtained by the OLS technique and robust regression, signaling an increase in the elasticity coefficient of the research. The results of this research converge with other recent studies, highlighting Azoulay et al. (2019) and Kwon and Kwon (2019).

Suggested Citation

  • Leonardo A. Rocha & Denis Vieira Sarmento & Carlos Alano S. Almeida & Napiê G.A. Silva, 2020. "Spillover, public investment and innovation: the impact of public investment in R&D on business innovation," Economics Bulletin, AccessEcon, vol. 40(3), pages 2344-2360.
  • Handle: RePEc:ebl:ecbull:eb-19-00763
    as

    Download full text from publisher

    File URL: http://www.accessecon.com/Pubs/EB/2020/Volume40/EB-20-V40-I3-P204.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Philippe Aghion & Peter Howitt & Susanne Prantl, 2015. "Patent rights, product market reforms, and innovation," Journal of Economic Growth, Springer, vol. 20(3), pages 223-262, September.
    2. Philippe Aghion & Agnès Festré, 2017. "Schumpeterian growth theory, Schumpeter, and growth policy design," Journal of Evolutionary Economics, Springer, vol. 27(1), pages 25-42, January.
    3. Aghion, Philippe & Hémous, David & Kharroubi, Enisse, 2014. "Cyclical fiscal policy, credit constraints, and industry growth," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 41-58.
    4. Antonelli, Cristiano, 1989. "A failure-inducement model of research and development expenditure : Italian evidence from the early 1980s," Journal of Economic Behavior & Organization, Elsevier, vol. 12(2), pages 159-180, October.
    5. Ciriaci, Daria & Grassano, Nicola & Vezzani, Antonio, 2019. "Regulations and location choices of top R&D investors worldwide," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 29-42.
    6. Roberto Perotti, 1999. "Fiscal Policy in Good Times and Bad," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1399-1436.
    7. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    8. Philippe Aghion & David Hemous & Enisse Kharroubi, 2009. "Credit Constraints, Cyclical Fiscal Policy and Industry Growth," NBER Working Papers 15119, National Bureau of Economic Research, Inc.
    9. Alex Coad, 2011. "Appropriate business strategy for leaders and laggards -super-†," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(4), pages 1049-1079, August.
    10. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    11. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2013. "Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 300-328, April.
    12. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1033-1082, Elsevier.
    13. Ufuk Akcigit & William R. Kerr, 2018. "Growth through Heterogeneous Innovations," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1374-1443.
    14. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 9780262012638, April.
    15. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    16. Montresor, Sandro & Vezzani, Antonio, 2015. "The production function of top R&D investors: Accounting for size and sector heterogeneity with quantile estimations," Research Policy, Elsevier, vol. 44(2), pages 381-393.
    17. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    18. Katarina Keller & Panu Poutvaara & Andreas Wagener, 2009. "Military Draft And Economic Growth In Oecd Countries," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(5), pages 373-393, October.
    19. Castellani, Davide & Montresor, Sandro & Schubert, Torben & Vezzani, Antonio, 2017. "Multinationality, R&D and productivity: Evidence from the top R&D investors worldwide," International Business Review, Elsevier, vol. 26(3), pages 405-416.
    20. Goolsbee, Austan, 1998. "Does Government R&D Policy Mainly Benefit Scientists and Engineers?," American Economic Review, American Economic Association, vol. 88(2), pages 298-302, May.
    21. Saul Lach, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    22. 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.
    23. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    24. Aghion, Philippe & Akcigit, Ufuk & Howitt, Peter, 2014. "What Do We Learn From Schumpeterian Growth Theory?," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 0, pages 515-563, Elsevier.
    25. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    26. Philippe Aghion & Matias Braun & Johannes Fedderke, 2008. "Competition and productivity growth in South Africa," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(4), pages 741-768, October.
    27. Pablo D'Este & Frederick Guy & Simona Iammarino, 2013. "Shaping the formation of university--industry research collaborations: what type of proximity does really matter?," Journal of Economic Geography, Oxford University Press, vol. 13(4), pages 537-558, July.
    28. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    29. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    30. 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.
    31. Philippe Aghion & Diego Comin & Peter Howitt & Isabel Tecu, 2016. "When Does Domestic Savings Matter for Economic Growth?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 381-407, August.
    32. Lichtenberg, Frank R, 1988. "The Private R&D Investment Response to Federal Design and Technical Competitions," American Economic Review, American Economic Association, vol. 78(3), pages 550-559, June.
    33. Daron Acemoglu & Ufuk Akcigit, 2012. "Intellectual Property Rights Policy, Competition And Innovation," Journal of the European Economic Association, European Economic Association, vol. 10(1), pages 1-42, February.
    34. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    35. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    36. Guangzhou Hu, Albert, 2001. "Ownership, Government R&D, Private R&D, and Productivity in Chinese Industry," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 136-157, March.
    37. Hsiao, Cheng & Zhang, Junwei, 2015. "IV, GMM or likelihood approach to estimate dynamic panel models when either N or T or both are large," Journal of Econometrics, Elsevier, vol. 187(1), pages 312-322.
    38. 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.
    39. Leonardo Rocha Andrade & Leonardo Q. Cardenas & Fernando Dias Lopes & Fernando P. S. Oliveira & Kaio Cesar Fernandes, 2018. "The Impact of R&D Investments on Performance of Firms in Different Degrees of Proximity to the Technological Frontier," Economics Bulletin, AccessEcon, vol. 38(2), pages 1156-1170.
    40. Vincenzo Verardi & Christophe Croux, 2009. "Robust regression in Stata," Stata Journal, StataCorp LP, vol. 9(3), pages 439-453, September.
    41. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    42. David M. Blank & George J. Stigler, 1957. "The Demand and Supply of Scientific Personnel," NBER Books, National Bureau of Economic Research, Inc, number blan57-1.
    43. Aghion, P. & Askenazy, P. & Berman, N. & Cette, G. & Eymard, L., 2008. "Credit Constraints and the Cyclicality of R&D Investment: Evidence from France," Working papers 198, Banque de France.
    44. Maietta, Ornella Wanda, 2015. "Determinants of university–firm R&D collaboration and its impact on innovation: A perspective from a low-tech industry," Research Policy, Elsevier, vol. 44(7), pages 1341-1359.
    45. J. D. Howe & D. G. McFetridge, 1976. "The Determinants of R & D Expenditures," Canadian Journal of Economics, Canadian Economics Association, vol. 9(1), pages 57-71, February.
    46. Bessen, James, 2009. "Estimates of patent rents from firm market value," Research Policy, Elsevier, vol. 38(10), pages 1604-1616, December.
    47. -, 2009. "Economic growth in the Caribbean," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38668, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    48. Shioji, Etsuro, 2001. "Public Capital and Economic Growth: A Convergence Approach," Journal of Economic Growth, Springer, vol. 6(3), pages 205-227, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    2. Boeing, Philipp & Eberle, Jonathan & Howell, Anthony, 2022. "The impact of China's R&D subsidies on R&D investment, technological upgrading and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    3. Ugur, Mehmet & Trushin, Eshref, 2018. "Asymmetric information and heterogeneous effects of R&D subsidies: evidence on R&D investment and employment of R&D personel," Greenwich Papers in Political Economy 21943, University of Greenwich, Greenwich Political Economy Research Centre.
    4. Michel Dumont, 2015. "Working Paper 05-15 - Evaluation of federal tax incentives for private R&D in Belgium: An update," Working Papers 1505, Federal Planning Bureau, Belgium.
    5. Dechezlepretre, Antoine & Einiö, Elias & Martin, Ralf & Nguyen, Kieu-Trang & Reenen, John Van, 2016. "Do tax incentives for research increase firm innovation? An RD design for R&D, patents and spillovers," LSE Research Online Documents on Economics 66428, London School of Economics and Political Science, LSE Library.
    6. Leonardo Rocha Andrade & Leonardo Q. Cardenas & Fernando Dias Lopes & Fernando P. S. Oliveira & Kaio Cesar Fernandes, 2018. "The Impact of R&D Investments on Performance of Firms in Different Degrees of Proximity to the Technological Frontier," Economics Bulletin, AccessEcon, vol. 38(2), pages 1156-1170.
    7. Hud, Martin & Hussinger, Katrin, 2015. "The impact of R&D subsidies during the crisis," Research Policy, Elsevier, vol. 44(10), pages 1844-1855.
    8. Antoine Dechezlepretre & Elias Einio & Ralf Martin & Kieu-Trang Nguyen & John Van Reenen, 2016. "Do tax incentives for research increase firm innovation? An RD design for R&D," GRI Working Papers 230, Grantham Research Institute on Climate Change and the Environment.
    9. 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.
    10. Mehmet Ugur & Eshref Trushin, 2023. "Information asymmetry, risk aversion and R&D subsidies: effect-size heterogeneity and policy conundrums," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(8), pages 1190-1215, November.
    11. Reynaldo Senra Hodelin, 2022. "A Schumpeterian growth model on the effect of development banking on growth," Economic Change and Restructuring, Springer, vol. 55(2), pages 607-634, May.
    12. Gianluca Benigno & Luca Fornaro, 2018. "Stagnation Traps," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1425-1470.
    13. Impullitti, Giammario & Akcigit, Ufuk & Ates, Sina T., 2018. "Innovation and Trade Policy in a Globalized World," CEPR Discussion Papers 15804, C.E.P.R. Discussion Papers.
    14. Leonardo A. Rocha & Maria Ester S. Dal Poz & Patrícia V.P.S. Lima & Ahmad S. Khan & Napiê G. A. Silva, 2019. "Corruption, bureaucracy and other institutional failures: the “cancer†of innovation and development," Economics Bulletin, AccessEcon, vol. 39(3), pages 1740-1754.
    15. Philippe Aghion & Antonin Bergeaud & Gilbert Cette & Rémy Lecat & Hélène Maghin, 2019. "Coase Lecture ‐ The Inverted‐U Relationship Between Credit Access and Productivity Growth," Economica, London School of Economics and Political Science, vol. 86(341), pages 1-31, January.
    16. Anders Gustafsson & Andreas Stephan & Alice Hallman & Nils Karlsson, 2016. "The “sugar rush” from innovation subsidies: a robust political economy perspective," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 43(4), pages 729-756, November.
    17. Kai Zhao, 2021. "Competition of International Trade, Technology Spillover, and R&D Innovation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 676-694, June.
    18. Philippe Aghion & Antonin Bergeaud & Gilbert Cette & Rémy Lecat & Hélène Maghin, 2018. "The inverted-U relationship between credit access and productivity growth," CEP Discussion Papers dp1588, Centre for Economic Performance, LSE.
    19. A. Minniti & F. Venturini, 2014. "R&D Policy and Schumpeterian Growth: Theory and Evidence," Working Papers wp945, Dipartimento Scienze Economiche, Universita' di Bologna.
    20. Boubakri, Narjess & Chkir, Imed & Saadi, Samir & Zhu, Hui, 2021. "Does national culture affect corporate innovation? International evidence," Journal of Corporate Finance, Elsevier, vol. 66(C).

    More about this item

    Keywords

    Innovation; R&D; spillover; robust regression; GMM;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ebl:ecbull:eb-19-00763. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: John P. Conley (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.