In this paper we examine the impact of subsidies granted at national and regional levels on a set of R&D employment variables and we specifically seek to identify the existence of additional effects of these public subsidies on the R&D human resources of firms. We begin by assessing the effects of public funds on private R&D expenditure and on the number of R&D employees, and then focus on the impact of these funds on the composition of human resources engaged in R&D classified by occupation and level of education.The data used are from the Spanish Technological Innovation Panel for the period 2006-2011. To control for selection bias and endogeneity, a combination of non-parametric matching techniques are used. Our results show that R&D subsidies increase the number of R&D employees but no contemporaneous increase is found in the average level of qualification of R&D staff members in subsidized firms. Nevertheless, in the subsequent years there is a positive effect on the recruitment of PhD holders. The effects of public support are heterogeneous and are dependent on the source of the subsidy and the firms' characteristics.Keywords: R&D subsidies, R&D employment, matching estimators, technology policy. JEL Codes: O38, J24, H25, C14.
Acknowledgements:We are very grateful for the suggestions from two anonymous referees that were very useful in improving the paper. We would also like to thank D. Czarnitzki, J. G. Díaz-Gamarra, M. Mediavilla and F. Todeschini for valuable comments.2