Evidence map›Paper›PMID 40489162›Full record

ArticlePsychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors2025

Characterizing users of a mobile application for supporting a 30-day break from cannabis.

Alex M Russell, Samuel F Acuff, Frederick J Muench, Brandon G Bergman

Abstract read
In one paragraph

Article in Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Alex M RussellRecovery Research Institute, Massachusetts General Hospital.ORCID 0000-0002-8182-4057
Samuel F AcuffRecovery Research Institute, Massachusetts General Hospital.
Frederick J MuenchFeinstein Institutes for Medical Research, Northwell Health.
Brandon G BergmanRecovery Research Institute, Massachusetts General Hospital.

Funding

Characterizing alcohol use disorder recovery-related exposures on Twitter: Content, cluster, and network analysisK01AA030614 · NIAAA · UNIVERSITY OF ARKANSAS AT FAYETTEVILLE · PI Alex Russell · 2022 to 2026
$734k
National Institutes of Health; National Institute on Alcohol Abuse and AlcoholismNIAAA NIH HHS K01 AA030614
6 · The paper itself

Abstract

objectiveDaily cannabis use continues to increase, with over 19 million Americans meeting the past-year criteria for cannabis use disorder. Despite the availability of effective treatments, engagement remains low, as many individuals prefer to self-manage their cannabis use or are not interested in quitting entirely. The rise of the "sober curious" movement and temporary abstinence challenges, combined with widespread digital technology use, presents opportunities for scalable, wellness-oriented digital cannabis reduction interventions. This study characterizes individuals who downloaded a mobile app designed to facilitate a 30-day cannabis break.

methodThis secondary analysis used data from 4,415 self-selected Clear30 app users who completed a baseline assessment prior to their 30-day cannabis break. Measures included demographics, cannabis use behaviors, and motivations for taking a break.

resultsMost participants (83.3%) were aged 18-25, and 86.0% used cannabis 6-7 days per week. Two thirds (70.2%) believed that their cannabis use was at least as beneficial as it was harmful. Most (80.0%) had previously attempted a cannabis break. The top reasons for taking a break included gaining mental clarity (46.7%), improving self-control (30.7%), and reducing dependency (26.2%). Over half (58.9%) aimed to reduce their use after the 30-day break, while 24.4% intended to quit entirely.

conclusionsThis mobile health intervention supporting temporary cannabis abstinence may be especially appealing to young adults with daily cannabis use. While scalable approaches like this offer a promising tool for individuals seeking to reduce or quit cannabis use independently, further research is needed to assess their efficacy. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

Indexed as

Marijuana AbuseMobile ApplicationsAdolescentAdultFemaleHumansMaleMotivationYoung Adult

Identifiers

PMID40489162
PMCPMC12353617

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Registered trials

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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.