A Population-Based Analysis of the Relationship Between Substance Use and Adolescent Cognitive Development.
Jean-François G Morin, Mohammad H Afzali, Josiane Bourque, Sherry H Stewart, Jean R Séguin, Maeve O'Leary-Barrett, Patricia Conrod
American Journal of Psychiatry October 3, 2018 DOI: 10.1176/appi.ajp.2018.18020202 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Longitudinal observational study Peer reviewed |
|---|---|
| Sample size | 3,826 |
| Population | Seventh-grade students from 31 schools in the Greater Montreal region, representing 5% of all students entering high school in 2012 and 2013 |
| Duration | Annual assessments over 4 years |
| Topics | Cannabis |
| Keywords | Humans Regression analysis Longitudinal studies Prospective studies Adolescent development Cognition Memory, short-term Mental recall Causality Neuronal plasticity Child Quebec Female Underage drinking Marijuana use Inhibition, psychological Adolescents Cognitive development Alcohol use |
| Key findings | Common vulnerability effects were detected for cannabis and alcohol on all cognitive domains. Cannabis use, but not alcohol, showed lagged effects on inhibitory control and working memory and concurrent effects on delayed memory recall and perceptual reasoning, with some evidence of developmental sensitivity; cannabis effects were independent of alcohol effects. |
Abstract
Objective: Alcohol and cannabis misuse are related to impaired cognition. When inferring causality, four nonexclusive theoretical models can account for this association: 1) a common underlying vulnerability model; 2) a neuroplasticity model in which impairment is concurrent with changes in substance use but temporary because of neuroplastic brain processes that restore function; 3) a neurotoxicity model of long-term impairment consequential to substance use; and 4) a developmental sensitivity hypothesis of age-specific effects. Using a developmentally sensitive design, the authors investigated relationships between year-to-year changes in substance use and cognitive development.
Method: A population-based sample of 3,826 seventh-grade students from 31 schools consisting of 5% of all students entering high school in 2012 and 2013 in the Greater Montreal region were assessed annually for 4 years on alcohol and cannabis use, recall memory, perceptual reasoning, inhibition, and working memory, using school-based computerized assessments. Multilevel regression models, performed separately for each substance, were used to simultaneously test vulnerability (between-subject) and concurrent and lagged within-subject effects on each cognitive domain.
Results: Common vulnerability effects were detected for cannabis and alcohol on all domains. Cannabis use, but not alcohol consumption, showed lagged (neurotoxic) effects on inhibitory control and working memory and concurrent effects on delayed memory recall and perceptual reasoning (with some evidence of developmental sensitivity). Cannabis effects were independent of any alcohol effects.
Conclusions: Beyond the role of cognition in vulnerability to substance use, the concurrent and lasting effects of adolescent cannabis use can be observed on important cognitive functions and appear to be more pronounced than those observed for alcohol.
Comparable studies
Other observational and cohort studies on cannabis, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| High-potency cannabis and the risk of psychosis People with first episode of psychosis and healthy controls from the local population | 2009 | Case-control study | n = 454 |
| Ayahuasca-Assisted Therapy for Addiction: Results from a Preliminary Observational Study in Canada Rural aboriginal population | 2013 | Observational study | |
| Impaired cognitive performance in drug free users of recreational ecstasy (MDMA) Otherwise healthy young people | 2000 | Observational | |
| Continued cannabis use and risk of incidence and persistence of psychotic symptoms: 10 year follow-up cohort study Individuals from the general population in Germany aged 14-24 at baseline | 2011 | Observational cohort | n = 1,923 |
| Cannabis-induced psychosis and subsequent schizophrenia-spectrum disorders: follow-up study of 535 incident cases Patients treated for cannabis-induced psychotic symptoms in Denmark between 1994 and... | 2005 | Observational cohort | n = 535 |
Citations in the library
Cited by 8
- The CannTeen study: verbal episodic memory, spatial working memory, and response inhibition in adolescent and adult cannabis users and age-matched controls Psychopharmacology April 29, 2022
- Psychological and neuropsychological effects of adolescent cannabis use: a structured narrative review. Journal of Addictive Diseases September 30, 2026
- How does cognition change over time in young people who use cannabis recreationally? A narrative review of the longitudinal literature to date Psychopharmacology May 11, 2026
- Longitudinal Neurocognitive Trajectories in a Large Cohort of Youth Who Use Cannabis: Combining Self-Report and Toxicology. bioRxiv : the preprint server for biology March 6, 2026
- Cannabis Use Characteristics Associated with Self-Reported Cognitive Function in a Nationally Representative U.S. sample Substance Use & Misuse April 25, 2024
and 3 more in the library
Cites 3
- Effects of Adolescent Cannabinoid Self-Administration in Rats on Addiction-Related Behaviors and Working Memory. Neuropsychopharmacology April 2017
- Shared Predisposition in the Association Between Cannabis Use and Subcortical Brain Structure. JAMA Psychiatry October 2015
- An evidence based review of acute and long-term effects of cannabis use on executive cognitive functions. Journal of Addiction Medicine March 2011