Against the background of demographic change and a still rising life expectancy, this paper looks at the over 50-year-old population. This study strengthens the hypothesis that there is a strong correlation in the over 50-year-old population between the four major behavioural risk factors of regular tobacco use, excessive alcohol consumption, unhealthy diet and physical inactivity. Furthermore, the study demonstrates that it is possible to cluster the participants into several definable risk groups.