This paper analyzes whether occupational polarization takes place within workers or due to changes in the composition of workers by using comprehensive panel data from Finland. The decomposition analysis shows that the decrease in mid-level routine occupations and the simultaneous increase in...

This paper analyzes whether occupational polarization takes place within workers or due to changes in the composition of workers by using comprehensive panel data from Finland. The decomposition analysis shows that the decrease in mid-level routine occupations and the simultaneous increase in...

This study examines whether non-native workers contribute to firms' export growth, using matched data spanning nearly three decades and covering the entire workforce and all manufacturing firms. The estimation strategy relies on the timing of a firm's first non-native hire, constructing...

This paper explores the importance of firm dynamics, including entry and exit and the allocation of carbon emissions across firms, on the green transition. Using the 2000–2019 firm-level register data on greenhouse gas emissions matched with the Financial Statement data in the Finnish...