Using a large German data set containing linked employer-employee information over time, we apply flexible statistical evaluation methods to investigate the effectiveness of company-provided health promotion measures and part time work schemes for elderly employees. This is a joint project with Prof. M. Lechner (University of St. Gallen) and Prof. C. Wunsch (University of Basel).