Addiction
Study register · detail RCT · Addiction · 2026

Cannabis retail environment and treatment for cannabis use disorder.

Mixed GRADE High 0 citations
Samplen = 425 Pat.
Durationunclear
ControlControl group
EndpointCannabis use
Blindingunklar
DesignRCT
Key finding

The digital treatment (PNC-txt) showed a significantly stronger effect in reducing cannabis use at low exposure to cannabis retail outlets in the activity space, but no significant moderation by residential area exposure.

Summary

Secondary analysis of an RCT on digital CUD treatment (Peer Network Counseling-txt) in young adults (n=425, age 18-25). Indirect treatment effect via motivation to change significantly moderated by cannabis retailer exposure in the activity space (β=0.104, 95% CI: 0.010–0.197); treatment effect >3 times stronger at low vs. high retailer exposure. No significant moderation by residential environment exposure (β=0.059, 95% CI: -0.020–0.137).

P
PopulationYoung adults (18–25 years) with cannabis use disorder (CUD), n=425
I
InterventionDigital addiction treatment Peer Network Counseling-txt (PNC-txt)
C
ControlControl group (randomisation within the RCT)
O
OutcomeIndirect treatment effect on cannabis use significantly moderated by activity space exposure to cannabis retailers (β=0.104, 95% CI: 0.010–0.197); treatment effect at low exposure more than three times as strong as at high exposure; no significant moderation by residential environment exposure (β=0.059, 95% CI: -0.020–0.137)
Confidence in the evidence
High

The highest of four GRADE levels, the effect estimate is very reliable.

Quality profile
Sample size
Blinding
Effect size Mixed
Citations / year
Authors
Mennis J, Coatsworth JD, Zaharakis N, Riggs NR, Brown A, Russell M, Mason MJ
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Abstract
Purpose: This research investigates whether the efficacy of a digital cannabis use disorder (CUD) treatment for young adults (age 18-25) differs by exposure to cannabis retailers in the residential neighborhood and activity space (significant places visited throughout daily life). Methods: This is a secondary analysis of data from a randomized clinical trial of the digital substance use disorder treatment Peer Network Counseling-txt (PNC-txt) for reducing cannabis use among young adults with CUD (n = 425). We hypothesize that the indirect effect of treatment on reducing cannabis use via the mediating mechanism readiness-to-change is moderated by exposure to cannabis retailers, due to the stronger effect of readiness-to-change on reducing cannabis use at lower levels of exposure. Results: The indirect effect of PNC-txt on reducing cannabis use is significantly moderated by activity space exposure to cannabis retailers (beta=0.104, 95 % CI: 0.010, 0.197), where the treatment effect is more than three times as strong at low, as compared to high, levels of exposure. We did not find significant moderating effects by residential exposure (beta=0.059, 95 % CI: -0.020, 0.137). Conclusions: Findings indicate that greater exposure to cannabis retailers in a young adult's activity space is associated with reduced CUD treatment efficacy. This is likely due to easier access to cannabis, more tolerant cannabis attitudes, and environmental cues which can trigger craving among those with CUD. Regulations regarding locations and density of cannabis retailers may contribute to better CUD treatment outcomes.

The impediment to action advances action. — Marcus Aurelius