ReviewAddiction biology2026
Learning Mechanisms in Alcohol Use Disorders.
Review in Addiction biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Correction to "Learning Mechanisms in Alcohol Use Disorders".Addiction biology · 2026Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Pavlovian and operant learning mechanisms promote and maintain alcohol intake despite aversive consequences. Here, we review the evidence for drug-associated modifications of basic learning mechanisms during the initiation and maintenance of alcohol use disorders in humans. We discuss how neuroadaptive effects elicited by chronic alcohol intake in the so-called brain reward system can bias learning and decision making towards drug consumption and contribute to the relapse risk after detoxification. Robustness of results and limitations of the respective neurobiological or imaging techniques are addressed. We opine that studying the effects of alcohol intake on Pavlovian and reinforcement learning can inform psychotherapeutic interventions and help to better understand some new neurobiological interventions. We argue that a focus on drug effects biassing basic learning mechanisms can help to reduce the stigma associated with drug consumption and emphasize behavioural and neurobiological interventions that take individual learning mechanisms into account when promoting alternative coping strategies.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.