In this paper, we analyze firm demand for flexible jobs by exploiting the language used to describe work arrangements in job vacancies. We take a supervised machine learning approach to classify the work arrangements described in more than 46 million UK job vacancies. We highlight the existence...

We develop a labor demand model that encompasses pre-match hiring cost arising from tight labor markets. Through the lens of the model, we study the effect of labor market tightness on firms' labor demand by applying novel Bartik instruments to the universe of administrative employment data on...

We develop a labor demand model that encompasses pre-match hiring cost arising from tight labor markets. Through the lens of the model, we study the effect of labor market tightness on firms' labor demand by applying novel shift-share instruments to the universe of German firms. In line with...

We estimate the effect of the introduction of the UK’s National Living Wage in 2016, and increases in it up to 2019, using a new empirical method. We apply a bunching approach to a setting with no geographical variation in minimum wage rates. We effectively compare employment changes in each...

Using data for German and Swedish multinational enterprises (MNEs), this paper assesses international employment patterns. It analyzes determinants of location choice and the degree of substitutability of labor across locations. Countries with highly skilled labor forces attract German MNEs, but...

Massification of tertiary education, growing share of student workers on labour market and consequently increased competition for low-skilled jobs gave rise to the theory of crowding out of the less educated workers. This paper contributes to better understanding of temporary...