ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2018
Characterizing Polytobacco Use Trajectories and Their Associations With Substance Use and Mental Health Across Mid-Adolescence.
Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed, 33 citations in OpenAlex.
- Multiple Tobacco Product Use and Perceived Cognitive Function Among Young Adults in Kuwait: A Cross-Sectional Study.Tobacco use insights · 2026Article
- Longitudinal patterns of e-cigarette use initiation and progression to frequent vaping from mid-to-late adolescence to young adulthood.Addiction (Abingdon, England) · 2025Article
- Use of Electronic and Conventional Cigarettes and Self-Rated Mental Health in High School Students.Children (Basel, Switzerland) · 2025Article
- Trends in smoking prevalence among 14-15-year-old adolescents before and after the emergence of vaping in New Zealand; an interrupted time series analysis of repeated cross-sectional data, 1999-2023.The Lancet regional health. Western Pacific · 2025Article
- Behavioral Precursors of Nicotine Product Use Trajectories Among Youth.American journal of preventive medicine · 2024Article
- Social media use, brand engagement, and tobacco product initiation among youth: Evidence from a prospective cohort study.Addictive behaviors · 2024Article
- Socioecological factors associated with multiple nicotine product use among U.S. youth: Findings from the population assessment of tobacco and health (PATH) study 2013-2018.Preventive medicine · 2024Article
- Poly-tobacco use and mental health in South Korean adolescents.Tobacco induced diseases · 2024Article
- Predictors of E-cigarette and Cigarette Use Trajectory Classes from Early Adolescence to Emerging Adulthood Across Four Years (2013-2017) of the PATH Study.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2023Article
- Nicotine Dependence from Electronic Cigarettes Use and Depressive Symptoms Among Adolescents.Kansas journal of medicine · 2023Article
- Dual Use of Nicotine and Cannabis Through Vaping Among Adolescents.American journal of preventive medicine · 2022Article
- Longitudinal Trajectories of Multiple Nicotine Product Use Among Youths in the Population Assessment of Tobacco and Health Study.JAMA network open · 2022Article
- Age of Initiation of Dual Tobacco Use and Binge Drinking among Youth (12-17 Years Old): Findings from the Population Assessment of Tobacco and Health (PATH) Study.International journal of environmental research and public health · 2021Article
- Who are the young users of tobacco products? Prevalence and characteristics of Danish adolescents who have either smoked cigarettes, used alternative tobacco products, or used both.Nordisk alkohol- & narkotikatidskrift : NAT · 2021Article
- Tobacco and cannabis poly-substance and poly-product use trajectories across adolescence and young adulthood.Preventive medicine · 2021Article
- Differences in Tobacco Product Use by Sexual Orientation and Violence Factors Among United States Youth.The Journal of pediatrics · 2021Article
- Bidirectional associations between e-cigarette use and alcohol use across adolescence.Drug and alcohol dependence · 2021Article
- Developmental patterns of tobacco product and cannabis use initiation in high school.Addiction (Abingdon, England) · 2021Article
- Article
- Cross-Sectional Associations of Multiple Tobacco Product Use with Depressive and Anxiety Symptoms among Young Adult E-Cigarette Users.Substance use & misuse · 2021Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
Abstract
Background: Polytobacco product use is suspected to be common, dynamic across time, and increase risk for adverse behavioral outcomes. We statistically modeled characteristic types of polytobacco use trajectories during mid-adolescence and tested their prospective association with substance use and mental health problems. Methods: Adolescents (N = 3393) in Los Angeles, CA, were surveyed semiannually from 9th to 11th grade. Past 6-month combustible cigarette, e-cigarette, or hookah use (yes/no) over four assessments were analyzed using parallel growth mixture modeling to identify a parsimonious set of polytobacco use trajectories. A tobacco product use trajectory group was used to predict substance use and mental health at the fifth assessment. Results: Three profiles were identified: (1) tobacco nonusers (N = 2291, 67.5%) with the lowest use prevalence (<3%) of all products across all timepoints; (2) polyproduct users (N = 920, 27.1%) with moderate use prevalence of each product (8-35%) that escalated for combustible cigarettes but decreased for e-cigarettes and hookah across time; and (3) chronic polyproduct users (N = 182, 5.4%) with high prevalence of each product use (38-86%) that escalated for combustible cigarettes and e-cigarettes. Nonusers, polyproduct users, and chronic polyproduct users reported successively higher alcohol, marijuana, and illicit drug use and ADHD at the final follow-up, respectively. Both tobacco using groups (vs. nonusers) reported greater odds of depression and anxiety at the final follow-up but did not differ from each other. Conclusions: Adolescent polytobacco use may involve a common moderate risk trajectory and a less common high-risk chronic trajectory. Both trajectories predict substance use and mental health symptomology. Implications: Variation in use and co-use of combustible cigarette, e-cigarette, and hookah use in mid-adolescence can be parsimoniously characterized by a small set common trajectory profiles in which polyproduct use are predominant patterns of tobacco product use, which predict adverse behavioral outcomes. Prevention and policy addressing polytobacco use (relative to single product use) may be optimal tobacco control strategies for youth, which may in turn prevent other forms of substance use and mental health problems.
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