Higher smartphone overdependence was significantly associated with greater odds of self-reported lifetime alcohol and tobacco use among more than 100,000 Korean adolescents. The study found graded dose-response patterns, with earlier initiation and heavier alcohol or smoking behaviors linked to a higher adjusted probability of high-risk smartphone overdependence.