This paper analyzes human capital externalities from high-skilled workers by applying functional regression to precise geocoded register data. Functional regression enables us to describe the concentration of high-skilled workers around workplaces as continuous curves and to efficiently estimate...

Drawing on newly available panel data, this paper presents an empirical analysis of the wage effects of changing job tasks, assessed for individuals at their workplace. I am therefore able to exploit within-occupation within-individual variation, over time, to study wage returns to cognitive,...

Several empirical studies find that worker inflows from more productive or otherwise superior firms increase hiring firms' productivity. We conduct a similar analysis for Germany, using a unique linked employer-employee data set, and ranking sending and hiring establishments by their median...