ArticlePreventing chronic disease2023
Social Media Use and Subsequent E-Cigarette Susceptibility, Initiation, and Continued Use Among US Adolescents.
Article in Preventing chronic disease, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Predictors of vaping intention among adolescents: a systematic review.BMC public health · 2025Pooled it
- Weekend Texting Screen Time and Incident Nicotine Use in Early Adolescents: Longitudinal Analysis of the Adolescent Brain Cognitive Development Study.JMIR pediatrics and parenting · 2026Article
- Scrolling into substance use: Social media use frequency and substance use among U.S. high school students.Drug and alcohol dependence reports · 2026Article
- Proposing an Integrated Theory of Electronic Nicotine Delivery Systems Susceptibility Among Latinx and Non-Latinx Youth.Journal of racial and ethnic health disparities · 2026Article
- Exposure to e-Cigarette Posts Across Social Media Platforms and Its Associations With Susceptibility and e-Cigarette Use: Comparative Cross-Sectional Study of High Schoolers in Jalisco (Mexico) and Southern California (United States).JMIR pediatrics and parenting · 2026Article
- Adolescents' and Young Adults' Perceptions of a Pop-Up Aimed at Combating the Spread of E-Cigarette Misinformation on Social Media: Cross-Sectional Survey Study.JMIR formative research · 2025Article
- E-Cigarette Narratives of User-Generated Posts on Xiaohongshu in China: Content Analysis.Journal of medical Internet research · 2025Article
- Extensive social media use and frequency of current e-cigarette use among US youth.Drug and alcohol dependence reports · 2024Article
- The Scientific Basis for the Regulation of Flavors in Tobacco Products.Annual review of clinical psychology · 2024Review
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
introductionSocial media has a large amount of e-cigarette content. Little is known about the associations between social media use and a wide range of e-cigarette use behaviors, including susceptibility, initiation, and continued use. We analyzed national data on US adolescents to assess these associations.
methodsWe used data on adolescents participating in the Population Assessment of Tobacco and Health (PATH) Study Wave 4 (2016-2018) and Wave 5 (2018-2019). We conducted 2 models: 1) a multinomial logistic regression on e-cigarette use susceptibility and use behaviors at Wave 5 by social media use at Wave 4 among adolescents who never used e-cigarettes at Wave 4 and 2) a binomial logistic regression on current e-cigarette use at Wave 5 by social media use at Wave 4 among adolescents who ever used e-cigarettes at Wave 4.
resultsAmong adolescents who never used e-cigarettes at Wave 4 (n = 7,872), daily social media use (vs never) was associated with a higher likelihood of being susceptible to e-cigarette use (adjusted odds ratio [aOR] =1.46; 95% CI, 1.20-1.78), past e-cigarette use (aOR = 3.55; 95% CI, 2.49-5.06), and current e-cigarette use (aOR = 3.45; 95% CI, 2.38-5.02) at Wave 5. Among adolescents who ever used e-cigarettes at Wave 4 (n = 794), we found no significant association between social media use at Wave 4 and continued e-cigarette use at Wave 5.
conclusionOur study found that social media use is associated with subsequent susceptibility to e-cigarette use and initiation but not with continued use of e-cigarettes among US adolescents. These findings suggest that understanding and addressing the association between social media and e-cigarette use is critical.
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