Time-varying predictors of e-cigarette and cigarette use trajectories from adolescence to emerging adulthood: a longitudinal analysis of US youth in the PATH Study, 2013–2020

Results reinforce the need for identification and intervention of early substance use among younger adolescents and targeted public health messaging to address changing harm perceptions and prevent initiation among older adolescents.