Despite considerable changes in the gender gap regarding educational qualifications and labor force participation, the share of female managers has changed only slowly and continues to be low. This paper adds new evidence to the study of the dearth of women in top managerial positions in firms...

Are workers with poor outside opportunities less responsive and more susceptible to negative demand shifts in routine occupations? To answer this, I create and estimate an occupation specialization index (OSI) using Swedish register data and machine learning tools. It measures the expected...

We conduct a large-scale experiment in the labor market using more than 8,000 fictitious resumes to uncover the demand-side mechanisms behind the wage penalty for the self- employed. We find that self-employed individuals, compared to wage earners, are subject to adverse treatment across...

The evolving labor environment underscores the critical role of cognitive and non-cognitive (soft) skills in fostering workforce adaptability and enhancing labor market outcomes. This study investigates the combined influence of these skills on the probability of employment, focusing on the...