A statistical classification model was developed to identify online platform organizations based on the texts on their website. The model was subsequently used to identify all (potential) platform organizations with a website included in the Dutch Business Register. The empirical outcomes of the...

This paper studies the effects of private real estate collateral on entrepreneurial lending and entrepreneurial activity in the Netherlands. The residential collateral channel is especially relevant for sole-proprietors who own a business with unlimited liability. We used administrative data on...

We study whether women and men cope with job loss differently, focusing on the importance of workers’ job flexibility and household setting. Our empirical analysis is based on Dutch administrative monthly microdata over the period 2006-2017 using a quasi-experimental design involving job loss...

We examine whether the COVID-19 crisis affects women and men differently in terms of employment, working hours and hourly wages outcomes, and whether the effects are demand or supply driven. COVID-19 impacts are studied using administrative data on all Dutch employees up to 30 June 2020,...

We examine whether the COVID-19 crisis affects women and men differently in terms of employment, working hours and hourly wages outcomes, and whether the effects are demand or supply driven. COVID-19 impacts are studied using administrative data on all Dutch employees up to 30 June 2020,...

We explore the impact of COVID-19 hotspots and regional lockdowns on the Dutch labour market. Using weekly administrative panel microdata for 50 per cent of Dutch employees until the end of March 2020, we study whether individual labour market outcomes, as measured by employment, working hours...