The thesis puts forth an empirical methodology to study the link between modes of knowledge production and innovation … research) analysis of RD activities. To do so, it uses survey data on RD and innovation at the firm level in order to estimate … strategies and innovation in the pharmaceutical industry in France.The main results show that the RD components increase non …