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. 2010 Apr 20;19(2):110–124. doi: 10.1002/mpr.307

Typologies of cannabis users and associated characteristics relevant for public health: a latent class analysis of data from a nationally representative Canadian adult survey

Benedikt Fischer 1,2,✉, Jürgen Rehm 2,3, Hyacinth Irving 2, Anca Ialomiteanu 2, Jean‐Sebastien Fallu 4, Jayadeep Patra 2
PMCID: PMC6878279  PMID: 20506447

Abstract

Cannabis is the most prevalently used illicit drug in Canada. Current policy consists primarily of universal use prohibition rather than interventions targeting specific risks and harms relevant for public health. This study aimed to identify distinct groups of cannabis users based on defined use characteristics in the Canadian population, and examine the emerging groups' associations with differential risk and harm outcomes. One thousand three hundred and three current (i.e. use in the past three months) cannabis users, based on data from the representative cross‐sectional 2004 Canadian Addiction Survey (N = 13,909), were statistically assessed by a ‘latent class analysis’ (LCA). Emerging classes were examined for differential associations with socio‐demographic, health and behavioral indicators on the basis of chi‐square and analysis of variance techniques. Four distinct classes based on use patterns were identified. The class featuring earliest onset and highest frequency of use [22% of cannabis user sample or 2.2% (95% confidence interval (CI) = 1.8–2.7%) of the Canadian adult population] was disproportionately linked to key harms, including other illicit drug use, health problems, cannabis use and driving, and cannabis use problems. A public health framework for cannabis use is needed in Canada, meaningfully targeting effective interventions towards the minority of users experiencing elevated levels of risks and harms. Copyright © 2010 John Wiley & Sons, Ltd.

Keywords: cannabis use, latent class analysis (LCA), epidemiology, interventions, public health, Canada

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