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Updated: Jan 18, 2026

Comparing the Effects of Electronic Cigarette Vapor and Cigarette Smoke in a Novel In Vivo Exposure System
Published on: May 24, 2017
Perceived Harm of Using Electronic Cigarettes Moderates Grade Level and Past Month Use in a National Sample of Youth
Jason J Burrow-Sánchez1, Allison Cohen1
1Department of Educational Psychology, University of Utah, Salt Lake City, UT, USA.
Abstract:
PurposeTo examine if perceived harm moderates the relation between grade level and past 30-day use of electronic cigarettes for a nationally representative sample of youth in the United States.DesignSecondary data analysis of the 2022 National Youth Tobacco Survey (NYTS); a cross-sectional survey.SettingYouth in the United States.ParticipantsA nationally representative sample of the students in private and public schools, grades 6th-12th, collected via online questionnaire that included 341 schools and 28 291 participants.MeasuresDemographic variables and covariates (ie, sexual identity, sex, race/ethnicity), independent variables (ie, grade level 6-12, perceived harm of using electronic cigarettes) and dependent variable (ie, past 30-day use of electronic cigarettes).ResultsA binary logistic regression, including interaction F(6, 131) = 1.87, P = 0.000, indicated that perceived harm moderated the relation between grade level and electronic cigarette use in the past 30 days. As grade level increased so did the probability of using electronic cigarettes; however, the tested model extended these findings by including perceived harm as a moderator. Thus, the model allowed testing differences within and between grade levels. The highest probability of electronic cigarette use was for youth in 12th grade with low perceived harm whereas the lowest use was in 6th grade, regardless of perceived harm level.ConclusionWe believe our findings present novel ways to approach adolescent electronic cigarette health promotion, prevention, and education with the goal of influencing perceptions of harm for electronic cigarette use, especially with youth at lower grade levels.
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