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Aims: This exploratory study aimed to describe longitudinal patterns of e-cigarette use initiation and progression to frequent use across mid-to-late adolescence and young adulthood and determine risk factors for and consequences of these initiation patterns.
Design: Using 12 waves of a prospective cohort data across 2014-2023, we identified latent classes with distinct patterns of timing of e-cigarette use initiation and frequent use progression (20 + days/month). We then estimated: (1) associations of baseline risk factors with membership in latent classes and (2) associations of latent classes with e-cigarette/other substance use frequency and e-cigarette dependence at a subsequent 1-year follow-up.
Setting: Southern California, United States.
Participants: Baseline e-cigarette never users [n = 2291; mean age (standard deviation) = 15.0 (0.4) years; 55.1% female; 44.6% Hispanic].
Measurements: Repeated self-reported e-cigarette use initiation and past-30-day frequency, other substance use and e-cigarette dependence.
Findings: Four distinct groups were identified: (1) early high school/gradual progression (13.9%); (2) late high school/gradual progression (4.3%); (3) young adulthood/quick progression (21.3%); and (4) low initiation risk/no progression (60.5%). In addition to two high school initiator groups with gradual progression to frequent vaping over 3 years, we identified the young adulthood/quick progression group who initiated e-cigarette use after high school and progressed to frequent use within 1.2 years. Late initiators who progressed quickly reported the highest prevalence of JUUL use as their first device (34.2%) and the highest levels of vaping frequency and e-cigarette dependence at the final assessment, compared with the other groups.
Conclusions: In the United States, there appear to be four distinct classes of developmental patterns of e-cigarette use initiation and progression to frequent use during mid-to-late adolescence and young adulthood, including a newly identified group characterized by late use initiation (post secondary school) and rapid progression (1.2 years) to frequent use. Rapid progression from late initiation to frequent use may be influenced by the widespread availability and usage of JUUL among US youth in 2018-2019.
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http://dx.doi.org/10.1111/add.70042 | DOI Listing |
Nicotine Tob Res
August 2025
Section of Pulmonary and Critical Care, Department of Medicine, Dartmouth-Hitchcock Medical Center, 1 Medical Center Dr, Lebanon, NH, 03766, USA.
Introduction: This study examined the main and interactive effects of sex, cigarette smoking status, cigarette pack-years, and second-hand smoke exposure on COPD prevalence and incidence.
Methods: COPD prevalence was estimated for US adults aged 40+ years from Wave 1 of the Population Assessment of Tobacco and Health Study (n = 12 296). Incidence analyses included adults from the initial sample without a COPD diagnosis (n = 6611).
Nicotine Tob Res
September 2025
National Institute on Drug Abuse, 6001 Executive Blvd, N. Bethesda, Maryland 20852.
Introduction: Flavors play an important role in e-cigarette use among both young people and adults, but evaluations of flavored e-cigarette policies have focused almost exclusively on youth. This longitudinal study examined how flavored e-cigarette policies affect tobacco use over time for different adult age groups using data from the Population Assessment of Tobacco and Health (PATH) Study.
Methods: Adults age 21+ at Wave 5 (2018-2019) comprised the analytic sample.
Addict Behav
September 2025
Georgia State University School of Public Health, GA, United States. Electronic address:
Background: There is a knowledge gap in the short- and long-term tobacco use patterns of adults who smoke cigarettes and initiate use of electronic cigarettes. This longitudinal study describes concurrent use transitions following e-cigarette initiation among adults who smoked cigarettes.
Methods: From December 2020-October 2021, US adults who smoked cigarettes and recently (re-)initiated e-cigarette use within the past month (N = 303) were recruited nationally for a one-year online study consisting of weekly surveys for three months followed by three quarterly surveys.
Nicotine Tob Res
September 2025
School of Pharmacy, University of California, San Francisco, CA, United States.
Introduction: Tobacco companies advertised cigarettes in popular media to increase social acceptability. Most research on e-cigarette product placement has been content analyses of music videos. We explored the motivations, activities, and results of product placement activities of the e-cigarette company Ploom and its successors, Pax Labs and Juul Labs, in music videos as well as film and television.
View Article and Find Full Text PDFHealth Econ
September 2025
National Bureau of Economic Research (NBER), New York, New York, USA.
The vast majority of youth e-cigarette users consume flavored e-cigarettes, raising concerns from public health advocates that flavors may drive youth initiation and continued use of e-cigarettes. Flavors drew further notice from the public health community following the sudden outbreak of lung injury among vapers in 2019, prompting several states to enact sweeping bans on flavored e-cigarettes. In this study, we examine the effects of these comprehensive bans on e-cigarette use and potential spillovers into other tobacco use by youth, young adults, and adults.
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