ArticlePreventing chronic disease2021
Association Between Social Media Use and Vaping Among Florida Adolescents, 2019.
Article in Preventing chronic disease, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
What it found
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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.
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
38 citing papers in PubMed, 56 citations in OpenAlex.
- 'I'm sure within 5 minutes I can find someone that will be selling it': qualitative insights into how social media facilitates the sale of banned flavoured tobacco products.Tobacco control · 2026Article
- To Vape or Not to Vape: Oral Health in the Age of Electronic Nicotine Delivery Systems and Electronic Non-Nicotine Delivery Systems.International dental journal · 2026Review
- Adolescent E-cigarette use, social media exposure and socioeconomic inequality - results from a german school-based survey.Preventive medicine reports · 2026Article
- Social media exposure, school prevention, and adolescent vaping: a structural equation model-based secondary analysis of the Florida youth tobacco survey.Frontiers in public health · 2026Article
- Exposure to e-cigarette content on social media and its association with risk perception, perceived benefits, and vaping perceptions among college students: a cross-sectional study.Frontiers in public health · 2026Article
- Adolescents' Interest in Quitting Nicotine or Cannabis E-Cigarettes.Clinical pediatrics · 2025Article
- Health promotion in the algorithmic age: recognizing the information environment as a determinant of health.Health promotion international · 2025Article
- Tobacco marketing exposure and lifetime and current nicotine pouch use among US youth, 2022.Preventive medicine · 2025Article
- Adolescent Vaping: Revisiting developmental perspectives on adolescent substance use in the digital age.The Psychoanalytic study of the child · 2025Article
- E-Cigarette and Cannabis Social Media Posts and Adolescent Substance Use.JAMA network open · 2025Article
- Worldwide connections of influencers who promote e-cigarettes on Instagram and TikTok: a social network analysis.Computers in human behavior · 2025Article
- Perspectives, motivations, and experiences of adolescents and young adults using nicotine vapes: a qualitative review.Health promotion international · 2025Article
- Effect of a State-Level Vaping Prevention Campaign on Beliefs and Behaviors in Young People.Substance use & misuse · 2025Article
- Categorizing E-cigarette-related tweets using BERT topic modeling.Emerging trends in drugs, addictions, and health · 2024Article
- Effects of E-Cigs on Physiological Pathways and Proposed Therapeutic Intervention with Bixin.Biomedicines · 2024Review
- Social Media Exposure and Other Correlates of Increased e-Cigarette Use Among Adolescents During Remote Schooling: Cross-Sectional Study.JMIR pediatrics and parenting · 2024Article
- Social media use, brand engagement, and tobacco product initiation among youth: Evidence from a prospective cohort study.Addictive behaviors · 2024Article
- Characteristics of Adolescents' and Young Adults' Exposure to and Engagement with Nicotine and Tobacco Product Content on Social Media.Journal of health communication · 2024Article
- Scalable Surveillance of E-Cigarette Products on Instagram and TikTok Using Computer Vision.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
- Using Computer Vision to Detect E-cigarette Content in TikTok Videos.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
Corrections and comments
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Authors and funding
6 authors at 5 institutions in 1 country.
Funding
Abstract
introductionWith the growing popularity of vaping, evidence has emerged about the association between social media use and vaping among adolescents, possibly because of the proliferation of e-cigarette advertisements and other related content on social media. Our study examined the association between social media use and vaping among adolescents.
methodsUsing data from the 2019 Florida Youth Tobacco Survey (N = 10,776), we conducted logistic regression models on adolescent vaping status (experimental and current vaping) by nondaily and daily use of social media platforms - Facebook, Instagram, Twitter and Snapchat, controlling for other confounders.
resultsUse of all 4 selected social media platforms was significantly associated with vaping status (P <.001 for all). Once jointly analyzed, daily use of Instagram was significantly associated with increased relative risks of experimental (adjusted relative risk ratio [aRRR] = 1.76; 95% CI, 1.38-2.25) and current vaping (aRRR = 1.51; 95% CI, 1.16-1.95); nondaily use of Snapchat was significantly associated with increased relative risk of experimental (aRRR = 1.57; 95% CI, 1.17-2.10) and current vaping (aRRR = 1.87; 95% CI, 1.31-2.66); daily use of Snapchat was associated with increased relative risk of experimental (aRRR = 2.38; 95% CI, 1.85-3.08) and current vaping (aRRR = 5.09; 95% CI, 3.78-6.86); nondaily use of Facebook was associated with increased relative risk of current vaping (aRRR = 1.20; 95% CI, 1.00-1.43), and nondaily use of Twitter was associated with increased relative risk of current vaping (aRRR = 1.29; 95% CI, 1.07-1.56).
conclusionMultilevel efforts are warranted to monitor social media use and vaping status among adolescents, including media use monitoring plans, developing counter-marketing campaigns, and strict regulatory action on social media.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.