Metacognitive impairment in cocaine use disorder: confirmatory evidence for the effects of recent drug use

Emerging work indicates that individuals with drug addiction, especially those with recent drug use, have impairments in task-based metacognition. However, studies to date have been limited to small samples. Here, we aggregated data across several protocols to test for group differences on behavioral metacognition using a well-validated task in the largest sample to date to address this question. We compared metacognition task performance among individuals with cocaine use disorder testing positive for cocaine in urine (CUD + : N = 27), individuals with cocaine use disorder testing negative for cocaine in urine (CUD-: N = 36), and healthy controls (HC: N = 41). A secondary goal was to inspect initial relationships between the metacognition task metrics and another measure that taps into self-confidence and self-awareness: Self-Concept problems using the Conners’ Adult ADHD Rating Scales (CAARS). Trial-by-trial analyses revealed metacognition impairments (operationalized as a disconnect between cognitive judgments and confidence in those judgments) in actively-using CUD+ as compared with both HC and CUD- (though CUD- exhibited the most variance). We did not observe effects on the classical metacognitive metric of meta d’/d’. Correlational analyses revealed a pattern of association in CUD+ between metacognition and Self-Concept problems that diverged from the patterns of association seen in HC and CUD-. These collective data align with prior work reporting metacognition deficits in addiction that are largely driven by active drug users. A relationship between metacognition and CAARS further supports confidence-related impairments in CUD + , but this association needs to be confirmed with larger samples and corroborated with other task-based self-awareness measures. Overall, our findings support the emerging idea that metacognition is an important deficit and emerging therapeutic target in addiction.

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Publication Details

Journal
Translational Psychiatry
Published
2026-09-11
DOI
https://doi.org/10.1038/s41398-026-04406-7
Primary Topic
Neurotransmitter Receptor Influence on Behavior
Type
article
Field-Weighted Citation Impact
0.00

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article

Metacognitive impairment in cocaine use disorder: confirmatory evidence for the effects of recent drug use

Rita Z. Goldstein, Nelly Alia‐Klein, Scott J. Moeller, Natalie McClain et al.
Translational Psychiatry
Neurotransmitter Receptor Influence on Behavior
article

Metacognitive impairment in cocaine use disorder: confirmatory evidence for the effects of recent drug use

Rita Z. Goldstein, Nelly Alia‐Klein, Scott J. Moeller, Natalie McClain, Sameera Abeykoon
article en

Abstract

Emerging work indicates that individuals with drug addiction, especially those with recent drug use, have impairments in task-based metacognition. However, studies to date have been limited to small samples. Here, we aggregated data across several protocols to test for group differences on behavioral metacognition using a well-validated task in the largest sample to date to address this question. We compared metacognition task performance among individuals with cocaine use disorder testing positive for cocaine in urine (CUD + : N = 27), individuals with cocaine use disorder testing negative for cocaine in urine (CUD-: N = 36), and healthy controls (HC: N = 41). A secondary goal was to inspect initial relationships between the metacognition task metrics and another measure that taps into self-confidence and self-awareness: Self-Concept problems using the Conners’ Adult ADHD Rating Scales (CAARS). Trial-by-trial analyses revealed metacognition impairments (operationalized as a disconnect between cognitive judgments and confidence in those judgments) in actively-using CUD+ as compared with both HC and CUD- (though CUD- exhibited the most variance). We did not observe effects on the classical metacognitive metric of meta d’/d’. Correlational analyses revealed a pattern of association in CUD+ between metacognition and Self-Concept problems that diverged from the patterns of association seen in HC and CUD-. These collective data align with prior work reporting metacognition deficits in addiction that are largely driven by active drug users. A relationship between metacognition and CAARS further supports confidence-related impairments in CUD + , but this association needs to be confirmed with larger samples and corroborated with other task-based self-awareness measures. Overall, our findings support the emerging idea that metacognition is an important deficit and emerging therapeutic target in addiction.

Translational Psychiatry
Stony Brook School (US), Stony Brook University (US), Icahn School of Medicine at Mount Sinai (US)
National Institute on Drug Abuse
Good health and well-being
Openalex Percentile: Top 16%
Neurotransmitter Receptor Influence on Behavior
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