Transitions in ENDS and cigarette use among youth in the PATH Study from 2015–2023: a multistate transition modeling analysis

Introduction: Monitoring trends in transitions in the use of electronic nicotine delivery systems (ENDS) and cigarettes among youth is important for understanding the potential public health impacts of these products. Methods: Using a weighted Markov multistate transition model accounting for complex survey design, we estimated transition rates and one-year transition probabilities between never, non-current, ENDS-only, and cigarette use (with or without dual use of ENDS) among 26,744 youth aged 12-17 years who participated in at least two consecutive waves from Waves 2-7.5 (approximately 2015-2023) of the nationally representative Population Assessment of Tobacco and Health (PATH) Study. We also estimated transitions stratified by ages 12-14 and 15-17 years. Results: The one-year probability of ENDS-only initiation from never use among youth peaked in 2017-19 (Waves 4-5) at 4.0% (95%CI: 3.6-4.3%) and was higher for 15-17-year-olds at 5.8% (95%CI: 5.2-6.4%) than 12-14-year-olds at 2.2% (95%CI: 1.8-2.6%). In the following years, ENDS-only initiation rates declined and plateaued, with 2.6% (95%CI: 2.3-3.0%) initiation in 2022-23. Cigarette initiation from never use decreased over 2015- 23 from 0.8% (95%CI: 0.6-1.0%) in 2015-16 to 0.1% (95%CI: 0.0-0.2%) in 2022-23. There was an increase in the fraction of youth who transitioned from non-current product use to ENDS-only use from 13.7% (95%CI: 7.5-20.0%) in 2015-16 to 35.1% (95%CI: 25.4-44.8%) in 2022-23, paired with a decrease in non-current use to cigarette use from 20.9% (95%CI: 11.8-30.0%) to 6.3% (95%CI: 1.7-10.8%). Transitions from ENDS-only or cigarette use to non-current use remained relatively constant over time at around 25% and 15% per year, respectively. Conclusion: ENDS-only use initiation has changed over time, peaking around 2019 and subsequently decreasing and plateauing, but cessation rates for both ENDS and cigarettes have remained relatively stable. Thus, interruption of tobacco product initiation may be the most effective approach to reducing tobacco product use among youth. What this paper adds: What is already known on this topic:Transitions in cigarette and ENDS use have changed over time, with youth more likely to adopt ENDS and less likely to adopt cigarettes than older age groups.What this study addsWe found that ENDS initiation among youth peaked around 2019 and was higher for those 15-17 years than 12-14 years. There were few significant differences between the two age groups for other transitions.Cigarette initiation among youth declined over this period. Cessation rates for both ENDS and cigarettes have remained relatively stable.How this study might affect research, practice or policyTobacco control efforts should prioritize preventing all tobacco and nicotine product initiation among youth.

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medRxiv
Published
2026-04-15
DOI
https://doi.org/10.64898/2026.04.14.26349857
Primary Topic
Smoking Behavior and Cessation
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article
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article

Transitions in ENDS and cigarette use among youth in the PATH Study from 2015–2023: a multistate transition modeling analysis

Evelyn Jiménez-Mendoza, Ritesh Mistry, Jihyoun Jeon, Olivia Roberts et al.
medRxiv
Smoking Behavior and Cessation
article

Transitions in ENDS and cigarette use among youth in the PATH Study from 2015–2023: a multistate transition modeling analysis

Evelyn Jiménez-Mendoza, Ritesh Mistry, Jihyoun Jeon, Olivia Roberts, Stephanie R. Land, Neal D. Freedman, Rosanna Torres-Alvarez
article en

Abstract

Introduction: Monitoring trends in transitions in the use of electronic nicotine delivery systems (ENDS) and cigarettes among youth is important for understanding the potential public health impacts of these products. Methods: Using a weighted Markov multistate transition model accounting for complex survey design, we estimated transition rates and one-year transition probabilities between never, non-current, ENDS-only, and cigarette use (with or without dual use of ENDS) among 26,744 youth aged 12-17 years who participated in at least two consecutive waves from Waves 2-7.5 (approximately 2015-2023) of the nationally representative Population Assessment of Tobacco and Health (PATH) Study. We also estimated transitions stratified by ages 12-14 and 15-17 years. Results: The one-year probability of ENDS-only initiation from never use among youth peaked in 2017-19 (Waves 4-5) at 4.0% (95%CI: 3.6-4.3%) and was higher for 15-17-year-olds at 5.8% (95%CI: 5.2-6.4%) than 12-14-year-olds at 2.2% (95%CI: 1.8-2.6%). In the following years, ENDS-only initiation rates declined and plateaued, with 2.6% (95%CI: 2.3-3.0%) initiation in 2022-23. Cigarette initiation from never use decreased over 2015- 23 from 0.8% (95%CI: 0.6-1.0%) in 2015-16 to 0.1% (95%CI: 0.0-0.2%) in 2022-23. There was an increase in the fraction of youth who transitioned from non-current product use to ENDS-only use from 13.7% (95%CI: 7.5-20.0%) in 2015-16 to 35.1% (95%CI: 25.4-44.8%) in 2022-23, paired with a decrease in non-current use to cigarette use from 20.9% (95%CI: 11.8-30.0%) to 6.3% (95%CI: 1.7-10.8%). Transitions from ENDS-only or cigarette use to non-current use remained relatively constant over time at around 25% and 15% per year, respectively. Conclusion: ENDS-only use initiation has changed over time, peaking around 2019 and subsequently decreasing and plateauing, but cessation rates for both ENDS and cigarettes have remained relatively stable. Thus, interruption of tobacco product initiation may be the most effective approach to reducing tobacco product use among youth. What this paper adds: What is already known on this topic:Transitions in cigarette and ENDS use have changed over time, with youth more likely to adopt ENDS and less likely to adopt cigarettes than older age groups.What this study addsWe found that ENDS initiation among youth peaked around 2019 and was higher for those 15-17 years than 12-14 years. There were few significant differences between the two age groups for other transitions.Cigarette initiation among youth declined over this period. Cessation rates for both ENDS and cigarettes have remained relatively stable.How this study might affect research, practice or policyTobacco control efforts should prioritize preventing all tobacco and nicotine product initiation among youth.

medRxiv
Rutgers, The State University of New Jersey (US), University of British Columbia (CA), Georgetown University (US), University of Michigan (US), Institute of Population and Public Health (CA), National Cancer Institute (US)
U.S. Department of Health and Human Services, National Institutes of Health, National Cancer Institute
Good health and well-being
Openalex Percentile: Top 20%
Smoking Behavior and Cessation
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