Evidence map›Paper›PMID 41574274›Full record

ArticleRural mental health2026

Rural and Urban Variation in Mobile Health Substance Use Disorder Treatment Mechanisms and Efficacy.

Jeremy Mennis, J Douglas Coatsworth, Michael Russell, Nathaniel R Riggs, Nikola Zaharakis, Aaron Brown, Michael J Mason

Abstract read
In one paragraph

Article in Rural mental health, 2026. 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

7 authors.

Jeremy MennisTemple University, Philadelphia, PA, USA.
J Douglas CoatsworthUniversity of Tennessee, Knoxville, TN, USA.
Michael RussellPennsylvania State University, State College, PA, USA.
Nathaniel R RiggsColorado State University, Fort Collins, CO, USA.
Nikola ZaharakisUniversity of Tennessee, Knoxville, TN, USA.
Aaron BrownUniversity of Tennessee, Knoxville, TN, USA.
Michael J MasonUniversity of Tennessee, Knoxville, TN, USA.

Funding

Treating Young Adult Cannabis Use Disorder with Text Message-Delivered Peer Network CounselingR01DA044206 · NIDA · UNIVERSITY OF TENNESSEE KNOXVILLE · PI COATSWORTH, J DOUGLAS, MASON, MICHAEL JON · 2019 to 2023
$3.5M
NIDA NIH HHS R01 DA044206
6 · The paper itself

Abstract

Residents of rural areas face significant barriers to substance use disorder (SUD) treatment, including poor access, stigma, lack of confidentiality, and distrust of mental health services, which may inhibit treatment engagement. Mobile health (mHealth) approaches offer personalized, private, and easily accessible SUD treatment for rural residents, but differences in treatment mechanisms and efficacy across rural and urban regions are unknown. The present study investigates rural versus urban differences in the efficacy an mHealth SUD treatment via the theorized treatment mechanisms: protective behavioral strategies, readiness to change, and peer network health. The study leverages the results of a randomized clinical trial of an mHealth SUD treatment called Peer Network Counseling-txt (PNC-txt) conducted among a sample of young adults (age 18-25) with cannabis use disorder (CUD). We hypothesize that the impact of PNC-txt treatment on the treatment mechanisms will be stronger in rural, as compared to urban, regions, consequently leading to significantly greater reductions in cannabis use among rural residents. Results indicate that while PNC-txt reduces past 30-day cannabis use at 6 months via 1-month increases in both protective behavioral strategies and readiness to change, these indirect effects of treatment do not differ significantly between rural and urban residents. Our findings suggest that readiness to change and protective behavioral strategies are effective treatment targets for reducing the frequency of young adult cannabis use and support mHealth as an important SUD treatment approach for addressing treatment barriers in rural regions.

Indexed as

mediationmHealthmoderationSubstance use disordertreatment

Identifiers

PMID41574274
PMCPMC12823047

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.