Methods: Participants included 1,375 middle school students. The current study used past 30-day use of e-cigarettes and e-cannabis via EVPs as the dependent variable. Key predictors were levels of parental monitoring, peer EVP use, and engagement in health-risk behaviors (e.g., delinquency). Bivariate analyses, including independent samples t-tests and Fisher’s exact tests, were conducted to examine associations between predictors and outcomes. Multivariate logistic regression models were then used to estimate adjusted associations, controlling for baseline substance use.
Results: Bivariate analyses indicated that youth who reported past-month use of e-cigarettes or e-cannabis also reported significantly lower parental monitoring, higher peer e-cigarette use, and greater engagement in health-risk behaviors. In multivariate models, peer vaping behavior and health-risk behaviors remained significant predictors of both e-cigarette and cannabis EVP use. Parental monitoring was protective against e-cigarette use but not significantly associated with e-cannabis use.
Conclusions and Implications: Current findings support the TRA framework, emphasizing the role of peer norms and behavioral modeling in youth EVP use. Peer behavior and involvement in health-risk activities emerged as salient risk factors for EVP use and were associated with an increased likelihood of use, highlighting the influence of social context. Indeed, adolescents spend a great deal of time with their friends and often emulate peer behavior. Parental monitoring emerged as a protective factor, but its effect appeared substance-specific, associated with reduced e-cigarette use but not e-cannabis use. This suggests that youth may perceive and respond to different substances in distinct ways, potentially due to differences in social acceptability and access. School-based programs such as LifeSkills Training are well-positioned to address these dynamics by targeting peer influence, enhancing behavioral self-regulation, and fostering adult engagement. Future research should examine how peer dynamics, supervision, and substance-specific norms interact over time to inform context-sensitive interventions that effectively support healthy youth development.
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