ArticlePrevention science : the official journal of the Society for Prevention Research2022
Typology of Adolescents Exposed to Non-medical Cannabis Marketing and Associations with Consumption Patterns.
Article in Prevention science : the official journal of the Society for Prevention Research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed.
- How Cannabis Advertising and Price-Based Sales Promotion Shape Early Use: A National Study of Adolescents and Young Adults.Substance use & misuse · 2026Article
- Proximal Exposure to THC Vape Ads Is Associated With Event-Level Vaping Among Young Adults.Journal of studies on alcohol and drugs · 2026Article
- Cannabis Marketing Restrictions and Exposure to Cannabis Marketing in Legal US Cannabis Markets: Findings From the International Cannabis Policy Study.Drug and alcohol review · 2026Article
- Clinician perspectives on barriers and facilitators to the treatment of adolescent cannabis use: A qualitative study.Journal of substance use and addiction treatment · 2025Article
- A Narrative Review of Research on Cannabis Advertising in the United States.Current addiction reports · 2025Review
- Cannabis-Derived Product Types, Flavors, and Compound Types From an E-Commerce Website.JAMA network open · 2024Article
- Patterns in Tobacco, E-Cigarette, and Cannabis Advertising Exposure Among California Adolescents and Associations With Future Use Expectations.Substance use & misuse · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Latent class analysis (LCA) identified subtypes of cannabis marketing exposure among adolescents and assessed whether the classes were associated with three cannabis use outcomes: past 28-day use, poly-cannabis use, and symptoms of cannabis use disorder (CUD). Survey data were from 471 adolescents (aged 15-19 years) who lived in four states with legal non-medical cannabis in 2018. Measures included social media engagement and cannabis outcomes. LCA with robust maximum likelihood estimation identified latent classes. Chi-squared tests assessed whether empirically derived classes differed across demographics, and logistic regression tested associations with cannabis use outcomes. Three classes were identified: digitally engaged (35.5%), digitally unengaged (36.5%), and traditional (28.0%). Both digitally engaged and unengaged classes were exposed to marketing on social media platforms, but youth in the engaged class interacted with posts and brands. Class membership differed by age (χ
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Registered trials
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