title: The clustering of health risk behaviours in a Western Australian adult population.
abstract: OBJECTIVE
  Human behaviours influence health. Most people partake in numerous behaviours that increase their risk of chronic disease. For years health promotion interventions have been changing behaviour to improve health. While it is known that most people exhibit more than one health risk behaviour, it is not clear if health behaviours occur in patterns within population subgroups. This paper aims to explore the clustering patterns of six health risk behaviours among Australian adults.
  
  
  METHODS
  Data collected from four (1992, 1994, 1998 and 2002) community-based surveys were used to explore the relationships between a variety of health risk behaviours. The behaviours included were smoking, unsafe alcohol consumption, low fruit consumption, low vegetable consumption, insufficient physical activity and poor sun protection practices. The sample comprised 8,668 West Australian residents aged 16-69 years. A k-means cluster analysis was used to determine groups of people with similar health behaviours.
  
  
  RESULTS
  Four health risk behaviour clusters were identified, one overall health promoting 'Safe', two 'Risky' and one 'Moderate' (mix of healthy and unhealthy behaviours). These health behaviour clusters were distinguishable by demographic characteristics, where by women aged 40 years and older on high incomes were most likely to be part of the 'Safe' cluster, younger people the risky smoker cluster and older men the risky drinker cluster.
  
  
  CONCLUSIONS
  The results of this study support the idea that people exhibit on average three risky health behaviours and that these behaviours inter-relate. The results further suggest that sub-groups in the study population were differentiated by the type of risky health behaviours they exhibit.
authors.affiliation: School of Population Health, University of Western Australia, Crawley, Western Australia. sarah.french@uwa.edu.au
authors.forename: Sarah
authors.initials: S
authors.lastname: French
authors.forename: Michael
authors.initials: M
authors.lastname: Rosenberg
authors.forename: Matthew
authors.initials: M
authors.lastname: Knuiman
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D000435:Alcoholic Intoxication / Q000150:complications / Q000453:epidemiology; D002908:Chronic Disease / Q000517:prevention & control*; D016000:Cluster Analysis; D005247:Feeding Behavior; D005260:Female; D005638:Fruit; D015438:Health Behavior; D006293:Health Promotion; D006801:Humans; D008297:Male; D008875:Middle Aged; D009043:Motor Activity; D015995:Prevalence; D018570:Risk Assessment; D012309:Risk-Taking; D012907:Smoking / Q000009:adverse effects / Q000453:epidemiology; D013473:Sunscreening Agents / Q000627:therapeutic use; D014675:Vegetables; D014904:Western Australia / Q000453:epidemiology; D055815:Young Adult
chemical_list: D013473:Sunscreening Agents