Related Experiment Video
Updated: Mar 25, 2026

Generation of Electronic Cigarette Aerosol by a Third-Generation Machine-Vaping Device: Application to Toxicological Studies
Published on: August 25, 2018
Mental Health Symptoms as a Predictor of E-Cigarette Initiation Among Youth and Young Adults
Kenneshia N Williams1, Brenda S Dimaya1, Tatum L McKay1
1Truth Initiative, Washington, DC, USA.
Abstract:
Youth experiencing mental health symptoms have been found to be more susceptible to e-cigarette initiation. Limited research has examined predictors of e-cigarette use through longitudinal analysis. Understanding how mental health symptoms influence later use is essential for developing effective prevention strategies targeting youth and young adults. This study contributes to the literature by investigating the association between mental health symptoms and e-cigarette initiation using a longitudinal design. Data were drawn from the Truth Longitudinal Cohort, a nationally representative, probability-based U.S. cohort (N = 4,058; 15-24 years). Respondents were nicotine naïve at baseline (Spring 2018) and had data at follow-up (Fall 2019) for variables of interest. Mental health status was collected at baseline with one item per symptom (i.e., sadness/depression, attention issues, sleep issues). E-cigarette use was measured between baseline and follow-up: "Have you ever used or tried any e-cigarettes or e-hookah?" Results revealed a significant positive relationship between mental health symptoms at baseline and future e-cigarette initiation. For each unit increase in participants' mental health symptoms' scale score, the odds of initiating electronic nicotine delivery systems (ENDS) by follow-up increased by .07, on average (odds ratio [OR] = 1.07, 95% confidence interval [CI] = [1.02, 1.11]). In addition, post hoc sensitivity analyses were run testing mental health score thresholds to evaluate the robustness of the relationship with ENDS initiation. Results revealed a significant relationship between those reporting "high" versus "low" mental health symptoms (OR = 1.54, 95% CI = [1.10, 2.14]). This study revealed the predictive relationship between mental health symptoms and future e-cigarette initiation.
More Related Videos
09:30A Microcontroller Operated Device for the Generation of Liquid Extracts from Conventional Cigarette Smoke and Electronic Cigarette Aerosol
Published on: January 18, 2018
10:44Comparing the Effects of Electronic Cigarette Vapor and Cigarette Smoke in a Novel In Vivo Exposure System
Published on: May 24, 2017
Related Concept Videos
Stimulants
Cocaine can be administered via snorting, injection, or smoking. It primarily functions by blocking the reuptake of dopamine, resulting in a euphoric high characterized by an intense sensation of happiness and...
Stress Prevention and Stress Management Techniques IV
Stress and Mental Health
Individuals with depression often experience challenges in both their personal and professional...
Attention-Deficit/Hyperactivity Disorder
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....
Asthma-III: Symptoms and Complications
Classification of Asthma
Statistical Methods for Analyzing Epidemiological Data