The standardization process consisted of taking the z -scores of each variable in each year

Following recruitment, parents and adolescents completed self-administered questionnaires on an annual basis. These were completed in a private setting, such as their homes, at an office, or an another convenient location. The questionnaires included extensive questions about stressful life events, depressive symptoms,and substance use using validated scales from previous research studies-. The sample included members…