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Is (poly-) substance use associated with impaired inhibitory control? A mega-analysis controlling for confounders
Yang Liu1, Wery P M van den Wildenberg2, Ysanne de Graaf3
1Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands; Addiction, Development, and Psychopathology (ADAPT) Lab, Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands.
Heavy substance use may not impair response inhibition as previously thought. This study found only lifetime cannabis use was linked to poorer inhibition, with tobacco
Area of Science:
- Cognitive Neuroscience
- Psychopharmacology
- Addiction Research
Background:
- Previous research often linked heavy substance use to impaired response inhibition.
- Studies commonly focused on single substances and dichotomized user groups (heavy vs. light/non-users).
- Polysubstance use and a continuum of use are prevalent but often overlooked.
Purpose of the Study:
- To investigate the association between substance use patterns and response inhibition using a large-scale mega-analysis.
- To address limitations of prior research by considering polysubstance use and a continuum of use.
- To examine demographic and task-specific factors influencing response inhibition.
Main Methods:
- Aggregated individual data from 43 studies comprising 3610 adult participants.
- Utilized Go/No-Go (GNG) and Stop-signal tasks (SST) to assess response inhibition.
- Employed linear mixed-effects models to analyze main and interaction effects of substance use, demographics, and task characteristics.
Main Results:
- Contrary to expectations, only lifetime cannabis use was significantly associated with impaired response inhibition on the SST.
- An interaction effect revealed that the association between tobacco use and inhibition differed between cannabis users and non-users.
- Participant age, education level, and specific task characteristics also demonstrated significant influences on inhibition outcomes.
Conclusions:
- Found limited evidence for widespread impaired response inhibition among recreational substance users when controlling for covariates.
- Highlights the specific role of lifetime cannabis use in response inhibition deficits.
- Suggests that the interplay between different substances (e.g., tobacco and cannabis) and individual differences warrants further investigation.
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