Background. Reaching national health objectives depends upon our abili
ty to encourage the performance of multiple good health behaviors. The
re are cognitive, social, and biological reasons for expecting health
behaviors to cluster. However, few studies have found significant asso
ciations among health behaviors, with the exception of the documented
link between smoking and alcohol consumption. Methods. We used cluster
analysis to identify population subgroups with similar patterns of di
et quality, physical activity, alcohol consumption, and cigarette smok
ing. This is the first study of health behavior interrelationships to
include a measure of overall diet quality and a large sample from a na
tionally representative survey of U.S. adults. Results. We identified
seven health behavior typologies: 10% of the sample (health promoting
lifestyle) had an overall healthy lifestyle, 25% had a good diet but s
edentary activity level, 18% had fair diet but high activity level (fi
tness lifestyle). Individuals in the passive lifestyle cluster (25%) h
ad no active health promoting activities but did avoid risk taking hea
lth behaviors. Six percent of the sample were in a drinking cluster, 1
5% in a smoking cluster, and 2% had a hedonic lifestyle characterized
by heavy drinking and smoking. These lifestyle clusters could be chara
cterized by demographic and socioeconomic factors. Conclusions. This r
esearch indicates that it is possible to identify a discrete number of
health lifestyles in a population sample of U.S. adults. Understandin
g past, present, and changing health lifestyles may provide insights f
or health behavior research and information for the development and ta
rgeting of public health programs that can impact on multifactorial ch
ronic diseases. (C) 1994 Academic Press, Inc.