Combining hair toxicology with self-reported cannabis use in 13- to 14-year-olds uncovered cognitive deficits that self-report alone missed.
Researchers studying adolescent cannabis use and cognition; parents and educators interested in how teen cannabis use relates to cognitive performance.
r = -0.33 correlation between past-year cannabis use and working memory performance
What the researchers found
Cannabis-using teens scored lower on episodic memory tasks, and higher THC metabolite levels in hair correlated with poorer verbal ability, inhibitory control, working memory, and episodic memory.
Why it matters
Self-reported cannabis use in teens is notoriously unreliable. This study shows that adding hair toxicology testing reveals brain-behavior relationships that would otherwise go undetected, suggesting the true cognitive impact of early cannabis use may be underestimated in studies relying solely on self-report.
The numbers in context
Cannabis users scored lower on Picture Memory (p = .03). Within users, THCCOOH correlated negatively with Picture Vocabulary (r = -0.20, p = .03) and Flanker Inhibitory Control (r = -0.19, p = .04). Past-year use correlated negatively with List Sorting Working Memory (r = -0.33, p = .0002) and Picture Sequence Memory (r = -0.19, p = .04).
How the study worked
Cross-sectional analysis of 246 participants (123 cannabis users matched with 123 controls) from the ABCD Study Year 4 follow-up. Hair samples were analyzed by LC-MS/MS and GC-MS/MS for cannabinoid concentrations. Cognitive performance was measured using the NIH Toolbox Cognitive Battery.
What this study cannot tell us
Cross-sectional design prevents determining whether cannabis use caused the cognitive differences or whether pre-existing cognitive vulnerabilities predisposed teens to use cannabis. The matched-pair approach controls for demographics but cannot eliminate all confounders.
How to read the evidence
Moderate: well-designed cross-sectional study with objective hair toxicology measures, but cannot establish causation and has a relatively small matched sample.
When this study was published
2024 study using ABCD Study data from 2021-2022.
The bigger picture
As cannabis legalization expands and potency rises, accurate measurement of adolescent use becomes increasingly important. Hair testing could become a standard complement to self-report in neurodevelopmental research, helping clarify the cognitive stakes of early cannabis exposure.
Questions still open
- Do the cognitive deficits associated with hair-confirmed cannabis use persist or worsen as these teens are followed longitudinally? Would hair toxicology reveal even stronger brain-behavior relationships in younger adolescents?
Common questions
Why does hair testing matter for cannabis research?
Which cognitive abilities were most affected?
Read the original research
Cannabis use and neurocognitive performance at 13-14 Years-Old: Optimizing assessment with hair toxicology in the Adolescent brain cognitive development (ABCD) study.
Addictive behaviors, 150, 107930
Citation
Wade, Natasha E; Wallace, Alexander L; Huestis, Marilyn A; Lisdahl, Krista M; Sullivan, Ryan M; Tapert, Susan F. (2024). Cannabis use and neurocognitive performance at 13-14 Years-Old: Optimizing assessment with hair toxicology in the Adolescent brain cognitive development (ABCD) study.. Addictive behaviors, 150, 107930. https://doi.org/10.1016/j.addbeh.2023.107930
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