Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.

<h4>Background</h4>Cannabis use is common among marginalized people who use illicit drugs (PWUD) but reasons for use remain poorly investigated. We sought to explore how different intentions for cannabis use relate to social, structural, and behavioural factors among PWUD in Vancouver, C...

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Main Authors: Stephanie Lake, Ekaterina Nosova, Jane Buxton, Zach Walsh, M Eugenia Socías, Kanna Hayashi, Thomas Kerr, M J Milloy
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0233463
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spelling doaj-fb8971d85c2247b1bdf98636e161d73d2021-03-07T05:30:54ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-01155e023346310.1371/journal.pone.0233463Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.Stephanie LakeEkaterina NosovaJane BuxtonZach WalshM Eugenia SocíasKanna HayashiThomas KerrM J Milloy<h4>Background</h4>Cannabis use is common among marginalized people who use illicit drugs (PWUD) but reasons for use remain poorly investigated. We sought to explore how different intentions for cannabis use relate to social, structural, and behavioural factors among PWUD in Vancouver, Canada.<h4>Methods</h4>We used data from cannabis-using participants in two community-recruited prospective cohort studies of PWUD. Using latent class analysis, we identified discrete cannabis-using groups based on self-reported intentions for use. Generalized estimating equations were used to examine correlates of class membership.<h4>Results</h4>Between June 2016 and December 2018, 2,686 observations from 897 participants cannabis-using PWUD were analyzed. Four latent classes of cannabis use emerged: Class 1 (31.6%), characterized by non-medical purposes; Class 2 (37.5%), characterized by non-pain therapeutic use (e.g., stress, nausea/loss of appetite, and insomnia); characterized by Class 3 (21.9%) predominantly pain relief; and Class 4 (9.0%), characterized by a wide range of therapeutic uses in addition to pain management, including insomnia, stress, nausea/loss of appetite, and harm reduction. Class-specific structural, substance-, and health-related differences were observed, including indicators of better physical and mental health among the "recreational" class, despite evidence of more structural vulnerabilities (e.g., homelessness, incarceration).<h4>Conclusions</h4>Our findings demonstrate a wide spectrum of motivations for cannabis use among PWUD. We observed important health-related differences between latent classes, demonstrating possible unmet healthcare needs among PWUD reporting therapeutic cannabis use. These findings inform ongoing policy surrounding access to cannabis for harm reduction purposes and applications of medical cannabis for PWUD.https://doi.org/10.1371/journal.pone.0233463
collection DOAJ
language English
format Article
sources DOAJ
author Stephanie Lake
Ekaterina Nosova
Jane Buxton
Zach Walsh
M Eugenia Socías
Kanna Hayashi
Thomas Kerr
M J Milloy
spellingShingle Stephanie Lake
Ekaterina Nosova
Jane Buxton
Zach Walsh
M Eugenia Socías
Kanna Hayashi
Thomas Kerr
M J Milloy
Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.
PLoS ONE
author_facet Stephanie Lake
Ekaterina Nosova
Jane Buxton
Zach Walsh
M Eugenia Socías
Kanna Hayashi
Thomas Kerr
M J Milloy
author_sort Stephanie Lake
title Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.
title_short Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.
title_full Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.
title_fullStr Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.
title_full_unstemmed Characterizing motivations for cannabis use in a cohort of people who use illicit drugs: A latent class analysis.
title_sort characterizing motivations for cannabis use in a cohort of people who use illicit drugs: a latent class analysis.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
description <h4>Background</h4>Cannabis use is common among marginalized people who use illicit drugs (PWUD) but reasons for use remain poorly investigated. We sought to explore how different intentions for cannabis use relate to social, structural, and behavioural factors among PWUD in Vancouver, Canada.<h4>Methods</h4>We used data from cannabis-using participants in two community-recruited prospective cohort studies of PWUD. Using latent class analysis, we identified discrete cannabis-using groups based on self-reported intentions for use. Generalized estimating equations were used to examine correlates of class membership.<h4>Results</h4>Between June 2016 and December 2018, 2,686 observations from 897 participants cannabis-using PWUD were analyzed. Four latent classes of cannabis use emerged: Class 1 (31.6%), characterized by non-medical purposes; Class 2 (37.5%), characterized by non-pain therapeutic use (e.g., stress, nausea/loss of appetite, and insomnia); characterized by Class 3 (21.9%) predominantly pain relief; and Class 4 (9.0%), characterized by a wide range of therapeutic uses in addition to pain management, including insomnia, stress, nausea/loss of appetite, and harm reduction. Class-specific structural, substance-, and health-related differences were observed, including indicators of better physical and mental health among the "recreational" class, despite evidence of more structural vulnerabilities (e.g., homelessness, incarceration).<h4>Conclusions</h4>Our findings demonstrate a wide spectrum of motivations for cannabis use among PWUD. We observed important health-related differences between latent classes, demonstrating possible unmet healthcare needs among PWUD reporting therapeutic cannabis use. These findings inform ongoing policy surrounding access to cannabis for harm reduction purposes and applications of medical cannabis for PWUD.
url https://doi.org/10.1371/journal.pone.0233463
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