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 … additional incentives for collaboration. For Finnish companies, public funding is an important source of finance for R&D. Without …