Panel and life-course data are ideally suited to unraveling labor market dynamics, but their designs differ, with … transition rates and the causation thereof, we use the German Life History Study and the German Socio-Economic Panel. Life …-course data in particular suffer from recall effects due to memory bias causing understated transition probabilities. Panel data …