Prague Economic Papers 2021, 30(3):253-271 | DOI: 10.18267/j.pep.767
Heterogeneity of Returns to Business R&D: What Makes a Difference?
- a CERGE-EI, a joint workplace of Charles University and the Economics Institute of the Czech Academy of Sciences, Prague, Czechia
- b Charles University, Institute of Economic Studies, Faculty of Social Sciences, Prague, Czechia
Business R&D spending has been shown to exert both direct and indirect positive effects on value added. Nevertheless, the heterogeneity of the returns to R&D has seldom been examined. Using detailed sectoral data from Czechia over the period 1995-2015, this study finds that privately funded business R&D has both direct and spillover effects, but that the publicly funded part of business R&D only leads to spillovers. The results further suggest that both upstream and downstream spillovers matter, regardless of the source of funding, and that during the period studied, R&D returns were heavily affected by the economic crisis. Lastly, private R&D offers significant returns only after reaching a critical mass, while the effects of public R&D spending do not display such non-linearity. This heterogeneity in the returns to business R&D should be reflected in innovation policy design.
Keywords: R&D returns, spillovers, Czechia
JEL classification: L14, O32, O33, O47
Received: November 4, 2019; Revised: June 25, 2020; Accepted: December 7, 2020; Prepublished online: February 10, 2021; Published: June 11, 2021 Show citation
References
- Adams, J. D., Jaffe, A. B. (1996). Bounding the Effects of R&D: An Investigation Using Matched Establishment-Firm Data. The RAND Journal of Economics, 27(4), 700-721, https://doi.org/10.2307/2555878
Go to original source...
- Almus, M., Czarnitzki, D. (2003). The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany. Journal of Business and Economic Statistics, 21(2), 226-236, https://doi.org/10.1198/073500103288618918
Go to original source...
- Baumann, J., Kritikos, A. S. (2016). The Link Between R&D, Innovation and Productivity: Are Micro Firms Different? Research Policy, 45(6), 1263-1274, https://doi.org/10.1016/j.respol.2016.03.008
Go to original source...
- Becker, B. (2015). Public R&D Policies and Private R&D Investment: A Survey of the Empirical Evidence. Journal of Economic Surveys, 29(5), 917-942, https://doi.org/10.1111/joes.12074
Go to original source...
- Bloom, N., Schankerman, M., Reenen, J. V. (2013). Identifying Technology Spillovers and Product Market Rivalry. Econometrica, 81(4), 1347-1393, https://doi.org/10.3982/ecta9466
Go to original source...
- Braconier, H., Sjöholm, F. (1998). National and International Spillovers from R&D: Comparing a Neoclassical and an Endogenous Growth Approach. Weltwirtschaftliches Archiv, 134(4), 638-663, https://doi.org/10.1007/bf02773291
Go to original source...
- Busom, I. (2000). An Empirical Evaluation of the Effects of R&D Subsidies. Economics of Innovation and New Technology, 9(2), 111-148, https://doi.org/10.1080/10438590000000006
Go to original source...
- Coccia, M. (2010). Public and Private R&D Investments as Complementary Inputs for Productivity Growth. International Journal of Technology, Policy and Management, 10(1-2), 73-91, https://doi.org/10.1504/ijtpm.2010.032855
Go to original source...
- Coe, D. T., Helpman, E. (1995). International R&D Spillovers. European Economic Review, 39(5), 859-887, https://doi.org/10.1016/0014-2921(94)00100-e
Go to original source...
- Cohen, W. M., Levinthal, D. A. (1990). Absorptive Capacity: A New Perspective on Learning and Innovation. Administrative Science Quarterly, 35(1), 128-152, https://doi.org/10.2307/2393553
Go to original source...
- Criscuolo, P. (2005). On the Road Again: Researcher Mobility Inside the R&D Network. Research Policy, 34(9), 1350-1365, https://doi.org/10.1016/j.respol.2005.05.018
Go to original source...
- Czarnitzki, D., Lopes-Bento, C. (2013). Value for Money? New Microeconometric Evidence on Public R&D Grants in Flanders. Research Policy, 42(1), 76-89, https://doi.org/10.1016/j.respol.2012.04.008
Go to original source...
- CZSO (2019). Ukazatele výzkumu a vývoje-2016. Prague: Czech Statistical Office. [Retrieved 2019-08-27]Available at: https://www.czso.cz/csu/czso/ukazatele-vyzkumu-a-vyvoje-2016
- David, P. A., Hall, B. H., Toole, A. A. (2000). Is Public R&D a Complement or Substitute for Private R&D? A Review of the Econometric Evidence. Research Policy, 29(4-5), 497-529, https://doi.org/10.1016/s0048-7333(99)00087-6
Go to original source...
- De Meyer, A., Mizushima, A. (1989). Global R&D Management. R&D Management, 19(2), 135-146.
Go to original source...
- Dietzenbacher, E., Los, B. (2002). Externalities of R&D Expenditures. Economic Systems Research, 14(4), 407-425, https://doi.org/10.1080/0953531022000024860
Go to original source...
- Eberhardt, M., Helmers, C., Strauss, H. (2013). Do Spillovers Matter When Estimating Private Returns to R&D? The Review of Economics and Statistics, 95(2), 436-448, https://doi.org/10.1162/rest_a_00272
Go to original source...
- European Commission (2010). Europe 2020 Strategy. [Retrieved 2019-09-30] Available at: https://ec.europa.eu/eurostat/web/europe-2020-indicators
- Eurostat (2019). General Government Expenditure by Function (COFOG, Gov_10a_exp).
- Luxembourg: Eurostat. [Retrieved 2019-09-06] Available at: https://ec.europa.eu/eurostat/data/database?node_code=gov_10a_exp
- Fong, Y., Huang, Y., Gilbert, P. B., et al. (2017). Chngpt: Threshold Regression Model Estimation and Inference. BMC Bioinformatics, 18(1), 454, https://doi.org/10.1186/s12859-017-1863-x
Go to original source...
- Furman, J. L., Kyle, M. K., Cockburn, I., et al. (2005). Public and Private Spillovers, Location and the Productivity of Pharmaceutical Research. Annales d'Économie et de Statistique, (79/80), 165-188, https://doi.org/10.2307/20777574
Go to original source...
- Gereffi, G., Humphrey, J., Sturgeon, T. (2005). The Governance of Global Value Chains. Review of International Political Economy, 12(1), 78-104, https://doi.org/10.1080/09692290500049805
Go to original source...
- González, X., Pazó, C. (2008). Do Public Subsidies Stimulate Private R&D Spending? Research Policy, 37(3), 371-389, https://doi.org/10.1016/j.respol.2007.10.009
Go to original source...
- Griffith, R., Redding, S., Reenen, J. V. (2004). Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries. The Review of Economics and Statistics, 86(4), 883-895, https://doi.org/10.1162/0034653043125194
Go to original source...
- Griliches, Z. (1979). Issues in Assessing the Contribution of Research and Development to Productivity Growth. The Bell Journal of Economics, 10(1), 92-116, https://doi.org/10.2307/3003321
Go to original source...
- Guellec, D., Potterie, B. V. P. D. L. (2003). The Impact of Public R&D Expenditure on Business R&D. Economics of Innovation and New Technology, 12(3), 225-243, https://doi.org/10.1080/10438590290004555
Go to original source...
- Hall, B. H., Mairesse, J., Mohnen, P. (2010). Chapter 24 - Measuring the Returns to R&D,in Hall, B. H., Rosenberg, N., eds., Handbook of the Economics of Innovation. Amsterdam: North Holland, pp. 1033-1082.
Go to original source...
- Haskel, J., Wallis, G. (2013). Public Support for Innovation, Intangible Investment and Productivity Growth in the UK Market Sector. Economics Letters, 119(2), 195-198, https://doi.org/10.1016/j.econlet.2013.02.011
Go to original source...
- Hud, M., Hussinger, K. (2015). The Impact of R&D Subsidies During the Crisis. Research Policy, 44(10), 1844-1855, https://doi.org/10.1016/j.respol.2015.06.003
Go to original source...
- Jaffe, A. B. (1986). Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits and Market Value. American Economic Review, 76(5), 984-1001.
Go to original source...
- Klímová, V., Žítek, V., Králová, M. (2019). How Public R&D Support Affects Research Activity of Enterprises: Evidence from the Czech Republic. Journal of the Knowledge Economy. 11(3), 888-907, https://doi.org/10.1007/s13132-019-0580-2
Go to original source...
- Los, B., Verspagen, B. (2000). R&D Spillovers and Productivity: Evidence from U.S. Manufacturing Microdata. Empirical Economics, 25(1), 127-148, https://doi.org/10.1007/s001810050007
Go to original source...
- Lucking, B., Bloom, N., Van Reenen, J. (2018). Have R&D Spillovers Changed? National Bureau of Economic Research. Cambridge, MA Working Paper No. 24622, https://doi.org/10.3386/w24622
Go to original source...
- Marino, M., Lhuillery, S., Parrotta, P., et al. (2016). Additionality or Crowding-out? An Overall Evaluation of Public R&D Subsidy on Private R&D Expenditure. Research Policy, 45(9), 1715-1730, https://doi.org/10.1016/j.respol.2016.04.009
Go to original source...
- McMorrow, K., Röger, W. (2009). R&D Capital and Economic Growth: The Empirical Evidence. EIB Papers, 14(1), 94-118.
- Medda, G., Piga C. A. (2014). Technological Spillovers and Productivity in Italian Manufacturing Firms. Journal of Productivity Analysis, 41(3), 419-434, https://doi.org/10.1007/s11123-013-0351-1
Go to original source...
- Mohnen, P. (1997). Introduction: Input-Output Analysis of Interindustry R&D Spillovers. Economic Systems Research, 9(1), 3-8, https://doi.org/10.1080/09535319700000001
Go to original source...
- Penny, K. I. (1996). Appropriate Critical Values When Testing for a Single Multivariate Outlier by Using the Mahalanobis Distance. Journal of the Royal Statistical Society. Series C (Applied Statistics), 45(1), 73-81, https://doi.org/10.2307/2986224
Go to original source...
- Rogers, M. (2009). R&D and Productivity: Using UK Firm-Level Data to Inform Policy. Empirica, 37(3), 329-359, https://doi.org/10.1007/s10663-009-9111-x
Go to original source...
- Segerstrom, P. S. (2000). The Long-run Growth Effects of R&D Subsidies. Journal of Economic Growth, 5(3), 277-305.
Go to original source...
- Sveikauskas, L. (2007). R&D and Productivity Growth: A Review of the Literature. U.S. Bureau of Labor Statistics. Washington, D.C. Working Paper No. 408, https://doi.org/10.2139/ssrn.1025563
Go to original source...
- Wolff, E. N., Nadiri, M. I. (1993). Spillover Effects, Linkage Structure, and Research and Development. Structural Change and Economic Dynamics, 4(2), 315-331, https://doi.org/10.1016/0954-349x(93)90022-c
Go to original source...
- Zúñiga-Vicente, J. Á., Alonso-Borrego, C., Forcadell, F. J., et al. (2014). Assessing the Effect of Public Subsidies on Firm R&D Investment: A Survey. Journal of Economic Surveys, 28(1), 36-67, https://doi.org/10.1111/j.1467-6419.2012.00738.x
Go to original source...
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