People With Cannabis Use Disorder Did Not Show Consistent Attentional Bias Toward Cannabis Images

Contrary to theory, people with moderate-to-severe cannabis use disorder did not consistently show faster attention to cannabis images compared to controls.

Quinones-Valera, Marianna et al.·Comprehensive psychiatry·2025·Preliminary EvidenceCase-Control
RTHC-07419Case ControlPreliminary Evidence2025RETHINKTHC RESEARCH DATABASErethinkthc.com/research

Quick Facts

Study Type
Case-Control
Evidence
Preliminary Evidence
Sample
N=66

What This Study Found

Among 66 people with moderate-to-severe CUD and 42 controls, there were no significant group differences in attentional bias toward cannabis images using a visual probe task. Within the CUD group, those with higher CUDIT-R scores showed marginally faster responses to cannabis versus neutral images, but this effect did not survive correction for multiple comparisons.

Key Numbers

66 CUD participants, 42 controls. No significant group differences in attentional bias. High-CUDIT-R subgroup showed marginally faster cannabis image responses (d = -0.10) but did not survive Bonferroni correction.

How They Did This

Case-control study comparing 66 participants with moderate-to-severe CUD to 42 controls using a visual probe task measuring reaction times to cannabis versus neutral images at two stimulus onset asynchronies (200/500 ms). Linear mixed effect models adjusted for alcohol use examined group differences and moderators including craving, arousal/valence ratings, and nicotine use.

Why This Research Matters

Attentional bias, the tendency to notice drug-related stimuli more quickly, is a cornerstone theory in addiction. This study challenges whether it reliably applies to cannabis use disorder, suggesting CUD may operate through different cognitive mechanisms than other substance use disorders.

The Bigger Picture

If attentional bias is not a robust feature of cannabis use disorder, interventions designed to retrain attention away from cannabis cues may be less effective than for alcohol or tobacco. This could redirect treatment development toward other cognitive processes driving problematic cannabis use.

What This Study Doesn't Tell Us

Visual probe task may not be sensitive enough to detect attentional bias. Moderate sample size. CUD was clinically defined but attentional bias may vary by severity in ways not captured. Cannot rule out that attentional bias exists but operates at different timescales.

Questions This Raises

  • ?Is attentional bias truly absent in CUD, or do current measurement tools miss it?
  • ?Would eye-tracking or neural measures reveal bias not captured by reaction times?
  • ?Does the lack of attentional bias suggest fundamentally different maintenance mechanisms for CUD?

Trust & Context

Key Stat:
No significant attentional bias found in CUD
Evidence Grade:
Preliminary: adequately powered for primary analysis but null findings need replication with more sensitive measures.
Study Age:
2025 study
Original Title:
Attentional bias in people with moderate-to-severe cannabis use disorder.
Published In:
Comprehensive psychiatry, 146, 152658 (2025)
Database ID:
RTHC-07419

Evidence Hierarchy

Meta-Analysis / Systematic Review
Randomized Controlled Trial
Cohort / Case-ControlFollows or compares groups over time
This study
Cross-Sectional / Observational
Case Report / Animal Study

Compares people with a condition to similar people without it.

What do these levels mean? →

Frequently Asked Questions

Do people addicted to cannabis automatically notice cannabis-related things more?

This study found no consistent evidence of that. Unlike what is often found with alcohol or tobacco, people with cannabis use disorder did not reliably show faster attention to cannabis images.

What does this mean for cannabis addiction treatment?

It suggests that attention-retraining therapies developed for other addictions may not be as relevant for cannabis use disorder, and different cognitive mechanisms may need to be targeted.

Read More on RethinkTHC

Cite This Study

RTHC-07419·https://rethinkthc.com/research/RTHC-07419

APA

Quinones-Valera, Marianna; Chan, Gary; Fraser, Madeleine I; Jones, Andrew; Freeman, Tom P; Hindocha, Chandni; Thomson, Hannah; McTavish, Eugene; Sehl, Hannah; Clemente, Adam; Cousijn, Janna; Labuschagne, Izelle; Rendell, Peter; Terrett, Gill; Greenwood, Lisa-Marie; Poudel, Govinda; Suo, Chao; Manning, Victoria; Lorenzetti, Valentina. (2025). Attentional bias in people with moderate-to-severe cannabis use disorder.. Comprehensive psychiatry, 146, 152658. https://doi.org/10.1016/j.comppsych.2025.152658

MLA

Quinones-Valera, Marianna, et al. "Attentional bias in people with moderate-to-severe cannabis use disorder.." Comprehensive psychiatry, 2025. https://doi.org/10.1016/j.comppsych.2025.152658

RethinkTHC

RethinkTHC Research Database. "Attentional bias in people with moderate-to-severe cannabis ..." RTHC-07419. Retrieved from https://rethinkthc.com/research/quinones-valera-2025-attentional-bias-in-people

Access the Original Study

Study data sourced from PubMed, a service of the U.S. National Library of Medicine, National Institutes of Health.

This study breakdown was produced by the RethinkTHC research team. We analyze and report published research findings without making health recommendations. All interpretations are based solely on the published abstract and study data.