This article contributes to the debate on the systemic effects of technology policy by investigating knowledge spillovers of pre-competitive publicly funded Industrial Collective Research (ICR) in Germany. The ICR aims to compensate for obstacles faced by SME in carrying out research and...

The paper analyses how context and time dependent factors determine the impulse of R&D subsidies on firm behavior with respect to private R&D expenditures. Based on data from the German R&D survey, we combine propensity-score matching with a difference-in-difference-estimator in order to measure...