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...

Information friction makes it difficult for job seekers to find new employment opportunities. We propose a method for providing individual-specific occupation recommendations by ranking occupations based on their proximity to the worker's profile. We identify a set of twelve skills, abilities...

The County Business Pattern (“CBP”) files contain employment and establishment counts for detailed industry codes covering all counties in the United States. The contribution of this project is to digitize, clean, and prepare the CBP files from 1946-1974. We also apply the methods developed...

In der gegenwärtigen Diskussion gilt es als sicher, dass wir in einer Zeit rasant fortschreitender Automatisierung leben, die insbesondere durch den Einsatz von Robotern vorangetrieben wird. Die Roboterdichte gilt dementsprechend in vielen Publikationen als der zentrale Indikator der...

In der gegenwärtigen Diskussion gilt es als sicher, dass wir in einer Zeit rasant fortschreitender Automatisierung leben, die insbesondere durch den Einsatz von Robotern vorangetrieben wird. Die Roboterdichte gilt dementsprechend in vielen Publikationen als der zentrale Indikator der...

In this illuminating study of working life, leading experts in the sociology of work draw on decades of large-scale survey data to consider various notions of the quality of work in the Britain. Exploring data on hundreds of occupations, it charts why some occupations feel more rewarding than...