Evidence map›Paper›PMID 41641091›Full record

ReviewFrontiers in psychiatry2025

Digital health interventions for people who use methamphetamine: a scoping review.

Kathryn Fletcher, Jack Freestone, Brendan Clifford, Nadine Ezard, Stephanie Kershaw, Liam S Acheson, Theodora Karavasilis, Krista J Siefried

Abstract readReview
In one paragraph

Review in Frontiers in psychiatry, 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

8 authors.

Kathryn FletcherThe National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Sydney, NSW, Australia.
Jack FreestoneThe National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Sydney, NSW, Australia.
Brendan CliffordThe National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Sydney, NSW, Australia.
Nadine EzardThe National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Sydney, NSW, Australia.
Stephanie KershawThe Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, NSW, Australia.
Liam S AchesonThe National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Sydney, NSW, Australia.
Theodora KaravasilisThe National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Sydney, NSW, Australia.
Krista J SiefriedThe National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Sydney, NSW, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Methamphetamine use is increasing and is associated with substantial health, social and economic harms. Despite these harms, many individuals delay or avoid treatment due to personal and systemic barriers. Digital health interventions (DHIs) are a promising avenue for expanding treatment access, however their application for methamphetamine use remains relatively underexplored. This scoping review aimed to identify and synthesise existing evidence on the feasibility, acceptability, and potential clinical impact of DHIs for people who use methamphetamine. Methods: Four databases (Embase, PubMed, PsychINFO, and Scopus) were searched up to December 18, 2024. Eligible peer-reviewed studies examined DHIs aimed at reducing methamphetamine use and reported outcomes related to feasibility, acceptability, engagement, or clinical outcomes. Data were extracted and synthesised descriptively. Results: Seventeen records (from 15 studies) reporting on 1269 participants (aged ≥18) across six counties were included. Women were underrepresented (180/1,217; 14.8%) in studies reporting gender. Most participants (772/1269, 60.8%) met study inclusion criteria for methamphetamine use; the remainder (497/1269, 39.2%) met diagnostic criteria for methamphetamine use disorder. Thirteen unique DHIs were identified including web-based programs (n=2), text messaging (n=2), smartphone apps (n=6), chatbots or virtual agents (n=2), and virtual reality (n=1). Cognitive behavioural therapy approaches underpinned 8 of 13 (61.5%) interventions, and 8 of 15 studies (53.3%) used randomised controlled trial designs. Most DHIs were feasible and acceptable, with high satisfaction reported. Initial engagement was generally strong but declined over time; dropout rates ranged from 7.3% to 67.7%. Clinical impact was mixed. Some DHIs demonstrated reductions in methamphetamine use, craving or improvements in cognitive functioning and help-seeking, with some sub-groups appearing to benefit more than others. Discussion: DHIs show promise for people who use methamphetamine. While current evidence supports feasibility and acceptability, clinical outcomes are variable. High attrition and engagement challenges persist. Heterogeneity in study designs, measures, and reporting limits comparability. Future research should explore long-term outcomes, hybrid models, and co-designed approaches with a focus on gender and equity. With further development, DHIs may play a valuable role in the broader intervention landscape.

Indexed as

acceptability and feasibilityclinical impactdigital healthinterventionmethamphetaminescoping review

Identifiers

PMID41641091
PMCPMC12864073

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.