ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2025
Initial Subjective Response to Nicotine Vaping Predicts Subsequent E-Cigarette Use in Early Adolescence: An ABCD Investigation.
Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed.
- Initial Drug Sensitivity and Vulnerability to Substance Use Disorders: A Review of Individual Influences.Biology · 2026Review
- The role of peer influence in shaping developmental trajectories of substance use expectancies in early adolescence.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026Article
- Psychometric evaluation of the e-cigarette knowledge, attitude, and practice questionnaire among young students: a structural equation modeling approach.Frontiers in public health · 2026Article
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Authors and funding
7 authors.
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Abstract
introductionDifferences in sensitivity to substances are important for understanding variability in addiction propensity. The value of modeling subjective response to nicotine, particularly e-cigarettes, at first use as a predictor of future use remains largely untested.
methodsThis secondary analysis of the Adolescent Brain Cognitive Development (ABCD) Study data included 147 youth (51% female; mean age = 13 at first assessment) who reported vaping of an e-cigarette and provided their subjective response to that experience during the 4 years of baseline and annual follow-up data currently available. Analyses evaluated the longitudinal relationships between subjective response to vaping and subsequent annual e-cigarette episodes (ie, quantity) and use days (ie, frequency) using semi-parametric Bayesian mixture models. Effects were estimated at quantiles (25th, 50th, and 75th) of the e-cigarette use outcomes, representing lower, average (ie, median), and higher use.
resultsGreater pleasurable sensations to vaping at first use predicted greater past-year e-cigarette use for all participants, with youth endorsing higher use exhibiting stronger relationships (bLower use = 0.07-0.10; bMedian use = 0.37-0.75; bHigher use = 22.3-61.4). Greater initial unpleasant sensations to vaping also predicted greater subsequent use (bLower use = 0.16-0.19; bMedian use = 0.54-0.74). Among youth endorsing higher use, unpleasant subjective response was associated with future use quantity (b = 22.00), but not frequency.
conclusionsThese findings suggest that initial subjective response to nicotine vaping in youth is a strong predictor of e-cigarette use behavior up to 4 years later, particularly in those endorsing higher use. This knowledge can be used to enhance early prevention efforts to reduce e-cigarette use in this vulnerable population. IMPLICATIONS: This study advances the initial subjective response to nicotine vaping in youth as a strong predictor of future e-cigarette use behavior, particularly in youth endorsing higher use. This knowledge can be used to help identify risk and protective factors for nicotine use, as well as enhance early prevention efforts to reduce e-cigarette use in this vulnerable population.
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