Social media exposure, school prevention, and adolescent vaping: a structural equation model-based secondary analysis of the Florida youth tobacco survey
Abstract
Objective: The increasing prevalence of vaping among adolescents raises significant public health concerns. Two factors influencing this trend are exposure to digital content on social media and school-based prevention programs. Therefore, the aims of this study were to assess the roles of social media use, school prevention programs, and gender on the frequency of vaping and knowledge about its harmfulness.
Methods: This study was conducted as a secondary data analysis based on data from the 2024 'Florida Youth Tobacco Survey'. The large cross-sectional sample included 49,839 high school and middle school students. The impact of social media use and prevention programs on the frequency of vaping and knowledge about its harmfulness was analyzed using structural equation modeling.
Results: Social Media Use was positively and statistically significantly associated with Frequency of Vaping and negatively associated with Knowledge about Harmfulness. Prevention Programs were negatively related to Frequency of Vaping and positively associated with Knowledge about Harmfulness. For the Gender variable, a statistically significant effect was observed on Frequency of Vaping, while no significant association was found between Gender and Knowledge about Harmfulness. Females reported a slightly higher use of vaping devices than males. Overall, the model demonstrated an acceptable fit to the data.
Conclusion: These results highlight that both school prevention efforts and social media use…
How strong is the evidence?
Evidence Hub reads this as a secondary / pooled analysis, done in people. Its evidence level is 3 of 5 (Moderate · trial / cohort / secondary analysis). Trials without a large randomized design, cohorts and secondary analyses give moderate evidence.
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