{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,17]],"date-time":"2026-10-17T03:30:25Z","timestamp":1792207825518,"version":"4.4.0"},"reference-count":78,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2018,12,13]],"date-time":"2018-12-13T00:00:00Z","timestamp":1544659200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"abstract":"<jats:p>Background: The purpose of this systematic review was to examine the association and directionality between mental health disorders and substance use among adolescents and young adults in the U.S. and Canada. Methods: The following databases were used: Medline, PubMed, Embase, PsycINFO, and Cochrane Library. Meta-analysis used odds ratios as the pooled measure of effect. Results: A total of 3656 studies were screened and 36 were selected. Pooled results showed a positive association between depression and use of alcohol (odds ratio (OR) = 1.50, 95% confidence interval (CI): 1.24\u20131.83), cannabis (OR = 1.29, 95% CI: 1.10\u20131.51), and tobacco (OR = 1.65, 95% CI: 1.43\u20131.92). Significant associations were also found between anxiety and use of alcohol (OR = 1.54, 95% CI: 1.19\u20132.00), cannabis (OR = 1.36, 95% CI: 1.02\u20131.81), and tobacco (OR = 2.21, 95% CI: 1.54\u20133.17). A bidirectional relationship was observed with tobacco use at baseline leading to depression at follow-up (OR = 1.87, CI = 1.23\u20132.85) and depression at baseline leading to tobacco use at follow-up (OR = 1.22, CI = 1.09\u20131.37). A unidirectional relationship was also observed with cannabis use leading to depression (OR = 1.33, CI = 1.19\u20131.49). Conclusion: This study offers insights into the association and directionality between mental health disorders and substance use among adolescents and young adults. Our findings can help guide key stakeholders in making recommendations for interventions, policy and programming.<\/jats:p>","DOI":"10.3390\/jcm7120543","type":"journal-article","created":{"date-parts":[[2018,12,14]],"date-time":"2018-12-14T03:58:17Z","timestamp":1544759897000},"page":"543","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":162,"title":["Examining the Association and Directionality between Mental Health Disorders and Substance Use among Adolescents and Young Adults in the U.S. and Canada\u2014A Systematic Review and Meta-Analysis"],"prefix":"10.3390","volume":"7","author":[{"given":"Sarvenaz","family":"Esmaeelzadeh","sequence":"first","affiliation":[{"name":"School of Public Health, University of Saskatchewan, Saskatoon, SK S7N 2Z4, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John","family":"Moraros","sequence":"additional","affiliation":[{"name":"School of Public Health, University of Saskatchewan, Saskatoon, SK S7N 2Z4, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2547-4205","authenticated-orcid":false,"given":"Lilian","family":"Thorpe","sequence":"additional","affiliation":[{"name":"FRCP, Faculty, Community Health and Epidemiology, University of Saskatchewan, Saskatoon, SK S7N 2Z4, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yelena","family":"Bird","sequence":"additional","affiliation":[{"name":"School of Public Health, University of Saskatchewan, Saskatoon, SK S7N 2Z4, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2018,12,13]]},"reference":[{"key":"ref_1","unstructured":"Pearson, C., Janz, T., and Ali, J. 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