Abstract
Research and development (R&D) activity has been widely cited as one of the key drivers of economic growth over several decades. This research note employs the Phillips and Sul (Econometrica 75(6):1771–1855, 2007; Econometrics 24(7):1153–1185, 2009) methodology to test for the convergence of R&D intensity across OECD countries spanning 145 years. We find evidence in favour of full convergence (i.e. convergence among all 20 countries) in R&D intensity. However, the club clustering procedure reveals that prior to World War II (WWII) the patterns of R&D intensity differ across countries where we identify one convergent club and one non-convergent club. These results suggest that the post-WWII period witnessed significant international R&D spillovers between countries, given that all countries converge to the same steady state. Alternatively, the pre-WWII period included countries where technology and innovation were lagging behind.
Notes
See Islam (2003) for a review of the convergence literature.
If this hypothesis holds and \( \,\delta_{i} = \delta_{j} \) for \( i \ne j \), the model still allows for transitional periods in which \( \delta_{it} \ne \delta_{jt} \), thereby incorporating the possibility of transitional heterogeneity or even transitional divergence across i.
PS recommend estimating \( \hat{b} \) with robust standard errors since Eq. (1) may be weakly time dependant.
For instance, France and the UK have the highest pre-and-post-WWII mean R&D intensity, followed closely by Netherlands, Finland, Switzerland, and Canada—all of which make up the non-converging club in our pre-WWII sample.
References
Altuzarra A (2016) Convergence in R&D intensity across European countries: a fractional integration approach. Acta Oeconomica 66(2):351–374
Archibugi D, Pianta M (1994) Aggregate convergence and sectoral specialization in innovation. J Evolut Econ 4(1):17–33
Baumann J, Kritikos AS (2016) The link between R&D, innovation and productivity: are micro firms different? Res Policy 45(6):1263–1274. https://doi.org/10.1016/j.respol.2016.03.008
Davidson R, MacKinnon JG (2006) The power of bootstrap and asymptotic tests. J Econ 133(2):421–441
García-Manjón JV, Romero-Merino ME (2012) Research, development, and firm growth. Empirical evidence from European top R&D spending firms. Res Policy 41(6):1084–1092. https://doi.org/10.1016/j.respol.2012.03.017
Griliches Z (1981) Market value, R&D, and patents. Econ Lett 7(2):183–187
Hall BH, Oriani R (2006) Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy. Int J Ind Organ 24(5):971–993
Hodrick RJ, Prescott EC (1997) Postwar US business cycles: an empirical investigation. J Money Credit Bank 29:1–16
Inekwe JN (2015) The contribution of R&D expenditure to economic growth in developing economies. Soc Indic Res 124(3):727–745. https://doi.org/10.1007/s11205-014-0807-3
Islam N (2003) What have we learnt from the convergence debate? J Econ Surv 17(3):309–362. https://doi.org/10.1111/1467-6419.00197
Jaffe AB (1989) Real effects of academic research. Am Econ Rev 79(5):957–970
Jungmittag A (2006) Innovation dynamics in the EU: convergence or divergence? A cross-country panel data analysis. Empir Econ 31(2):313–331
Kancs A, Siliverstovs B (2016) R&D and non-linear productivity growth. Res Policy 45(3):634–646. https://doi.org/10.1016/j.respol.2015.12.001
Lucas RE (1988) On the mechanics of economic development. J Monet Econ 22(1):3–42. https://doi.org/10.1016/0304-3932(88)90168-7
Madsen JB (2008) Semi-endogenous versus Schumpeterian growth models: testing the knowledge production function using international data. J Econ Growth 13(1):1–26. https://doi.org/10.1007/s10887-007-9024-0
Madsen JB (2010) The anatomy of growth in the OECD since 1870. J Monet Econ 57(6):753–767
Madsen JB, Ang JB (2016) Finance-led growth in the OECD since the nineteenth century: how does financial development transmit to growth? Rev Econ Stat 98(3):552–572
Madsen JB, Islam MR, Doucouliagos H (2018) Inequality, financial development and economic growth in the OECD, 1870–2011. Eur Econ Rev 101:605–624. https://doi.org/10.1016/j.euroecorev.2017.11.004
Mairesse J, Mohnen P (2004) The importance of R&D for innovation: a reassessment using French survey data. J Technol Transf 30(1):183–197. https://doi.org/10.1007/s10961-004-4365-8
Mansfield E (1965) Rates of return from industrial research and development. Am Econ Rev 55(1/2):310–322
Moreno R, Paci R, Usai S (2005) Spatial spillovers and innovation activity in European regions. Environ Plan A 37(10):1793–1812
Patel P, Pavitt K (1994) Uneven (and divergent) technological accumulation among advanced countries: evidence and a framework of explanation. Ind Corp Change 3(3):759–787
Phillips PC, Sul D (2007) Transition modeling and econometric convergence tests. Econometrica 75(6):1771–1855
Phillips PC, Sul D (2009) Economic transition and growth. J Appl Econ 24(7):1153–1185
Romer PM (1986) Increasing returns and long-run growth. J Polit Econ 94(5):1002–1037. https://doi.org/10.2307/1833190
Romer PM (1990) Endogenous technological change. J Polit Econ 98(5, Part 2):S71–S102. https://doi.org/10.1086/261725
Solow R (1956) A contribution to the theory of economic growth. Q J Econ 70(1):65–94
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Awaworyi Churchill, S., Inekwe, J. & Ivanovski, K. Convergence of R&D intensity in OECD countries: evidence since 1870. Empir Econ 59, 295–306 (2020). https://doi.org/10.1007/s00181-019-01628-1
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DOI: https://doi.org/10.1007/s00181-019-01628-1