Joint developmental trajectories of depressive symptoms, perceived stress in adolescence and their relationship with smartphone addiction

These findings highlight the importance of recognizing both shared and individual patterns of adolescent mental health development. Schools and families should implement tailored interventions to address depression and stress, particularly for vulnerable groups such as girls, to mitigate the risk of smartphone addiction and promote overall mental well-being.