Methods: Hierarchical logistic regression was used to test a model predicting illicit marijuana use in a nationally representative sample of 14-17 year olds (N = 13,125). Secondary data from the NSDUH were used for this study. The model included gender, poverty, and race as well as other risk and protective factors, including age, history of anxiety, history of depression, school performance, enjoyment of school, parental attitudes toward substance use, parental monitoring/involvement, peer acceptance of substance use, peer illicit substance use, and perception of marijuana-related risk.
Results: The total model accounted for over 50% of the variance in marijuana use. Female gender and poverty were significant predictors until parental and peer variables were added to the model, indicating potential mediation. Indirect effects of gender and poverty via parental and peer attitudes toward substance use were tested using bootstrapped 95% confidence intervals with 1000 resamples of the data; parental and peer attitudes toward substance use mediated the relationships between gender and marijuana use and between poverty status and marijuana use. In the final model, Latino race, anxiety, depression, and higher age, parental disapproval of substance use, and perceived risk of use predicted increased odds of marijuana use. Higher school performance, peer disapproval, peer substance use, and parental monitoring predicted decreased odds of marijuana use.
Conclusions and Implications: Although prevention efforts should be targeted toward all adolescents, these findings inform prevention specialists which populations might need specifically targeted. Significant indirect effects have implications for how prevention programs might intervene to impact marijuana use for at-risk adolescent groups. Also, the finding that higher perceived risk was associated with increased odds of marijuana use has implications for the current state of prevention efforts used in many parts of the U.S.; fear-based programs that rely on information about marijuana-related consequences have repeatedly been found to be an ineffective deterrent for adolescents and the current research supports this finding. Along with information about further implications for practice and policy, limitations of this research and suggestions for future research will be discussed, including the need for longitudinal research since time-order cannot be established in this cross-sectional dataset.