“…In each wave, we restrict the sample to workers in working age , working at least 10 hours a week and exclude observations from the public sector and the self-employed. Afterwards, following (Spitz-Oener, 2006 [44]), (Antonczyk, Fitzenberger and Leuschner, 2009[45]) and (Rohrbach-Schmidt and Tiemann, 2013 [46]) we calculate task intensities i.e. occupation shares (using survey weights) of routine manual, routine cognitive, non-routine manual, non-routine analytic and non-routine interactive tasks.…”