Technological Progress and the Dynamics of Self-Employment: Worker-level Evidence for Europe
We examine how technology is associated with self-employment dynamics using worker-level data from 31 European countries. We find that while employees exposed to labour-augmenting technologies are more likely to move from paid-employment to solo self-employment and vice-versa, employees exposed to labour-saving technologies are less likely to become self-employed. We identify important differences with respect to workers’ socio-demographic characteristics. The results suggest that while labour-augmenting technologies promote workers’ mobility and reduce unemployment risks for high-skilled workers, they have the opposite effect for low-skilled workers. Furthermore, labour-saving technologies worsen labour market outcomes particularly for low-skilled and routine workers.
Bachmann, R., M. Gonschor, S. Milasi and A. Mitra (2025), Technological Progress and the Dynamics of Self-Employment: Worker-level Evidence for Europe. International Labour Review (forthcoming)