We develop a structural multi-factor labour demand model which distinguishes between eightlabour categories including non-standard types of employment such as marginalemployment. The model is estimated for both the number of workers and total working hoursusing a new panel data set...

Using a linked employer-employee dataset and taking the perspective of individuals rather than firms, this paper analyzes some effects of joining start-ups. We show that entrants in new firms differ from those joining incumbent firms, and we use a matching approach to compare a group of...