the firm level. In general, we find that collaboration has positive effects. In Germany, subsidies for individual research …This study focuses on the impact of innovation policies and R&D collaboration in Germany and Finland. We consider … collaboration and subsidies as heterogeneous treatments, and perform an econometric matching to analyze R&D and patent activity at …