SynthesisPsychological bulletin2009
A meta-analytic investigation of the relationship between attentional bias and subjective craving in substance abuse.
Synthesis in Psychological bulletin, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 239 papers, 6 of them syntheses that pooled it.
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
239 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Does Attentional Bias Predict Relapse in Addiction? A Systematic Review of Longitudinal Studies.Brain and behavior · 2025Pooled it
- A Systematic Review of Attentional Bias in Problem Gambling.Journal of gambling studies · 2024Pooled it
- The Etiologic, Theory-Based, Ontogenetic Hierarchical Framework of Alcohol Use Disorder: A Translational Systematic Review of Reviews.Psychological bulletin · 2021Pooled it
- The neurobiological reward system in Prolonged Grief Disorder (PGD): A systematic review.Psychiatry research. Neuroimaging · 2020Pooled it
- Meta-analysis of aberrant post-error slowing in substance use disorder: implications for behavioral adaptation and self-control.The European journal of neuroscience · 2019Pooled it
- Attentional bias in problem gambling: a systematic review.Journal of gambling studies · 2013Pooled it
- No Effects of rTMS on Performance Monitoring and Attentional Bias in Patients With Alcohol Use Disorder: A Pilot Study.Addiction biology · 2025Trial
- Effectiveness of Attentional Bias Modification Combined With Cognitive Behavioral Therapy in Reducing Relapse Risk and Cravings in Male Patients With Alcohol Use Disorder: A Quasi-Randomized Controlled Trial.Neuropsychopharmacology reports · 2025Trial
- Modified cognitive behavioral therapy (M-CBT) for cocaine dependence: Development of treatment for cognitively impaired users and results from a Stage 1 trial.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2018Trial
- A Clinical Trial with Combined Transcranial Direct Current Stimulation and Attentional Bias Modification in Alcohol-Dependent Patients.Alcoholism, clinical and experimental research · 2018Trial
- Memory-Focused Cognitive Therapy for Cocaine Use Disorder: Theory, Procedures and Preliminary Evidence From an External Pilot Randomised Controlled Trial.EBioMedicine · 2018Trial
- A Single Session of Attentional Bias Modification Reduces Alcohol Craving and Implicit Measures of Alcohol Bias in Young Adult Drinkers.Alcoholism, clinical and experimental research · 2017Trial
- Internet-based attentional bias modification training as add-on to regular treatment in alcohol and cannabis dependent outpatients: a study protocol of a randomized control trial.BMC psychiatry · 2017Trial
- Impact of alcohol-promoting and alcohol-warning advertisements on alcohol consumption, affect, and implicit cognition in heavy-drinking young adults: A laboratory-based randomized controlled trial.British journal of health psychology · 2017Trial
- Randomized controlled trial of attention bias modification in a racially diverse, socially anxious, alcohol dependent sample.Behaviour research and therapy · 2016Trial
- The efficacy of attention bias modification therapy in cocaine use disorders.The American journal of drug and alcohol abuse · 2016Trial
- Effect of Alcohol on Encoding and Consolidation of Memory for Alcohol-Related Images.Alcoholism, clinical and experimental research · 2016Trial
- Lack of attentional retraining effects in cigarette smokers attempting cessation: a proof of concept double-blind randomised controlled trial.Drug and alcohol dependence · 2015Trial
- Opioid attentional bias and cue-elicited craving predict future risk of prescription opioid misuse among chronic pain patients.Drug and alcohol dependence · 2014Trial
- Trial
179 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Theoretical models of addiction suggest that attentional bias for substance-related cues should be associated with self-reported craving. The authors evaluated the strength of the association by performing a meta-analysis on 68 independent data sets from which correlation coefficients between subjective craving and attentional bias indices were derived. Additional stratified analyses were conducted to identify any variables that might moderate the association between craving and attentional bias. The primary meta-analysis indicated a significant, albeit weak (r=.19), association between attentional bias and craving. Stratified analyses revealed that the association was larger for illicit drug and caffeine craving than for alcohol and tobacco craving, larger for direct measures of attention (eye movement measures and event-related potential measures) than for indirect behavioral measures of attentional bias, and larger when craving strength was high than when it was low (all ps<.05). The size of the correlation did not differ among patients in treatment and individuals who were not seeking treatment. These results suggest that attentional bias and craving are related phenomena, although the relationship is generally modest and appears to be moderated by various factors. Theoretical implications are discussed.
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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.