Importance: Multiple nicotine product use (MNPU) among youths is a significant public health concern. Much remains unknown about the patterns of MNPU in youths, including how socioecological factors influence trajectories of MNPU, which may inform targeted prevention.
Objective: To identify longitudinal trajectories of MNPU and characterize them according to socioecological factors associated with tobacco use.