title: Do healthy and unhealthy behaviours cluster in New Zealand?
abstract: OBJECTIVE
  To describe the co-occurrence and clustering of healthy and unhealthy behaviours in New Zealand.
  
  
  METHODS
  Data were sourced from the 2002/03 New Zealand Health Survey. Behaviours selected for analysis were tobacco use, quantity and pattern of alcohol consumption, level of physical activity, and intake of fruit and vegetables. Clustering was defined as co-prevalence of behaviours greater than that expected based on the laws of probability. Co-occurrence was examined using multiple logistic regression modelling, while clustering was examined in a stratified analysis using age and (where appropriate) ethnic standardisation for confounding control.
  
  
  RESULTS
  Approximately 29% of adults enjoyed a healthy lifestyle characterised by non-use of tobacco, non- or safe use of alcohol, sufficient physical activity and adequate fruit and vegetable intake. This is only slightly greater than the prevalence expected if all four behaviours were independently distributed through the population i.e. little clustering of healthy behaviours was found. By contrast, 1.5% of adults exhibited all four unhealthy behaviours and 13% exhibited any combination of three of the four unhealthy behaviours. Unhealthy behaviours were more clustered than healthy behaviours, yet Maori exhibited less clustering of unhealthy behaviours than other ethnic groups and no deprivation gradient was seen in clustering.
  
  
  CONCLUSIONS
  The relative lack of clustering of healthy behaviours supports single issue universal health promotion strategies at the population level. Our results also support targeted interventions at the clinical level for the 15% with 'unhealthy lifestyles'. Our finding of only limited clustering of unhealthy behaviours among Maori and no deprivation gradient suggests that clustering does not contribute to the greater burden of disease experienced by these groups.
authors.affiliation: Public Health Intelligence, New Zealand Ministry of Health, Wellington. martin_tobias@moh.govt.nz
authors.forename: Martin
authors.initials: M
authors.lastname: Tobias
authors.forename: Gary
authors.initials: G
authors.lastname: Jackson
authors.forename: Li-Chia
authors.initials: LC
authors.lastname: Yeh
authors.forename: Ken
authors.initials: K
authors.lastname: Huang
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D000428:Alcohol Drinking / Q000453:epidemiology*; D016000:Cluster Analysis; D004032:Diet; D015444:Exercise; D005260:Female; D005638:Fruit; D015438:Health Behavior; D006306:Health Surveys; D006801:Humans; D008297:Male; D008875:Middle Aged; D009520:New Zealand / Q000453:epidemiology; D015995:Prevalence; D012907:Smoking / Q000453:epidemiology*; D014675:Vegetables