ReviewCurrent topics in behavioral neurosciences2025
Approach-Bias Retraining and Other Training Interventions as Add-On in the Treatment of AUD Patients.
Review in Current topics in behavioral neurosciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 24 citations in OpenAlex.
- Bad habits-good goals? Meta-analysis and translation of the habit construct to alcoholism.Translational psychiatry · 2024Pooled it
- Approach With Caution: A Pilot Randomised Controlled Trial of Approach Bias Modification for People Undergoing Residential Treatment for Methamphetamine Use Disorder.Drug and alcohol review · 2026Trial
- The effects of approach bias modification on smoking cue-reactivity in individuals who smoke: A randomized controlled fMRI study.Scientific reports · 2026Trial
- Computerized cognitive training for problem gambling: A randomized controlled trial (TRAIN-online).Journal of behavioral addictions · 2025Trial
- Interpretation bias modification for hostility to facilitate smoking cessation in a sample with elevated trait anger: A randomized trial.Behaviour research and therapy · 2024Trial
- Appetitive responses toward smoking-related stimuli in abstinence-motivated, non-deprived individuals with chronic tobacco dependence: A multi-methodological investigation.Addiction (Abingdon, England) · 2026Article
- "A tool in a toolbox": patient engagement with a gamified and personalised approach bias modification app to reduce harmful alcohol consumption - a qualitative study.Addiction science & clinical practice · 2026Article
- Learning Mechanisms in Alcohol Use Disorders.Addiction biology · 2026Review
- Approach Bias Modification for reducing Co-Occurring Alcohol and cannabis use among treatment-seeking Adolescents: Protocol of a randomized controlled trial.Contemporary clinical trials communications · 2025Article
- Action Interpretation Determines the Effects of Go/No-Go and Approach/Avoidance Actions on Stimulus Evaluation.Open mind : discoveries in cognitive science · 2024Article
- Web-Based Cognitive Bias Modification Program for Young People With Social Anxiety and Hazardous Alcohol Use: Feasibility, Acceptability, and Preliminary Efficacy Study.JMIR formative research · 2023Article
- Mechanisms Underlying Alcohol Approach Bias and Its Modification.Biological psychiatry global open science · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In the past two decades, a variety of cognitive training interventions have been developed to help people overcome their addictive behaviors. Conceptually, it is important to distinguish between programs in which reactions to addiction-relevant cues are trained (varieties of cognitive bias modification, CBM) and programs in which general abilities are trained such as working memory or mindfulness. CBM was first developed to study the hypothesized causal role in mental disorders: by directly manipulating the bias, it was investigated to what extent this influenced disorder-relevant behavior. In these proof-of-principle studies, the bias was temporarily modified in volunteers, either temporarily increased or decreased, with corresponding effects on behavior (e.g., beer consumption), in case the bias was successfully manipulated. In subsequent clinical randomized controlled trials (RCTs), training (away from the substance vs. sham training) was added to clinical treatment. These studies have demonstrated that CBM, as added to treatment, reduces relapse with a small effect of about 10% (similar effect size as for medication, with the strongest evidence for approach-bias modification). This has not been found for general ability training (e.g., working memory training), although effects on other psychological functions have been found (e.g., impulsivity). Mindfulness also has been found to help people overcome addictions, and different from CBM, also as stand-alone intervention. Research on (neuro-)cognitive mechanisms underlying approach-bias modification has pointed to a new perspective in which automatic inferences rather than associations are influenced by training, which has led to the development of a new variety of training: ABC training.
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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 OpenQuestion graph.