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Updated: Jan 1, 2026

Comparing the Effects of Electronic Cigarette Vapor and Cigarette Smoke in a Novel In Vivo Exposure System
Published on: May 24, 2017
Adolescent E-cigarette use trajectories and subsequent alcohol and marijuana use
Eunhee Park1, Jennifer A Livingston1, Weijun Wang2
1University at Buffalo, School of Nursing, 3435 Main St. University at Buffalo, Buffalo, NY, 14214-8013, United States.
Adolescent electronic cigarette (e-cigarette) use, even at low levels, predicts increased alcohol and marijuana use over time. Early intervention is crucial to prevent adolescent substance initiation.
Area of Science:
- Adolescent Health
- Substance Use Research
- Developmental Psychology
Background:
- Electronic cigarette (e-cigarette) use is rising among adolescents.
- Evidence suggests e-cigarette use may lead to other substance use.
- The relationship between e-cigarette use patterns and other substance initiation is unclear.
Purpose of the Study:
- To examine patterns of adolescent e-cigarette use over time.
- To determine if different e-cigarette use trajectories predict alcohol and marijuana use.
- To investigate concurrent and prospective associations between e-cigarette and other substance use.
Main Methods:
- Latent class growth analysis modeled developmental trajectories of e-cigarette, alcohol, and marijuana use in 801 adolescents (13-15 years old at baseline).
- Data collected via five online surveys over two years.
- Logistic regression analyzed associations between e-cigarette use patterns and other substance use trajectories.
Main Results:
- Three e-cigarette use trajectories were identified: high and increasing, low and increasing, and never used.
- Adolescents in both high and low increasing e-cigarette use groups were more likely to report alcohol intoxication and increasing marijuana use compared to non-users.
- Both high and low levels of e-cigarette use were associated with increased alcohol and marijuana consumption over time.
Conclusions:
- Adolescent e-cigarette use, regardless of level, is linked to increased alcohol and marijuana use.
- Findings underscore the importance of early intervention and prevention strategies for adolescent e-cigarette use.
- Addressing e-cigarette use is critical for preventing broader substance use initiation in youth.
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