This paper applies functional regression to precise geo-coded register data to measure productivity spillovers from high-skilled workers. We use a smoothing splines estimator to model the spatial distribution of high-skilled workers as continuous curves. Our rich panel data allows us to address...

Inspired by the literature on the importance of local career networks for the quality of labor market matches we investigate whether human capital externalities arise from higher job matching efficiency in skilled regions. Using two samples of highly qualified workers in Germany, we find that...

Bridging the gap between the literatures on industrial change and human capital externalities we investigate the complementarity between aggregate regional education and job turnover. On the level of regional industries in Germany we find strong evidence for such complementarity. Thus, regional...

This paper provides first evidence on the social returns to education from both firm-level and regional human capital. Using panel data from German social security, both at an individual and aggregated at the plant and regional level, I estimate earnings functions incorporating measures of...

Inspired by the literature on the role of local career networks for the quality of labor market matches we investigate whether human capital externalities arise from a higher job matching efficiency in skilled regions. Using two samples of highly qualified workers in Germany we find that an...

This paper provides first evidence on the anatomy of human capital externalities arising from both firm-level and regional human capital. Using panel data from German social security records, both at an individual and aggregated at the plant and regional level, I estimate earnings functions...

Inspired by the literature on the role of local career networks for the quality of labor market matches we investigate whether human capital externalities arise from a higher job matching efficiency in skilled regions. Using two samples of highly qualified workers in Germany we find that an...

Inspired by the literature on the importance of career networks for the quality of labor market matches we investigate whether human capital externalities arise from higher job matching efficiency in skilled regions. Using two samples of highly qualified workers in Germany, we find that...

Bridging the gap between the literatures on industrial change and human capital externalities we investigate the joint importance of aggregate regional education and job turnover for productivity effects to arise within firms and regional industries. On the level of regional industries we find...