Evidence mapPaperPMID 41150871Full record

ArticleJMIR mHealth and uHealth2025

Digital Health Interventions for Military Members, Veterans, and Public Safety Personnel: Scoping Review.

Rashell R Allen, Myrah A Malik, Carley Aquin, Lucijana Herceg, Suzette Brémault-Phillips, Phillip R Sevigny

Abstract readScoping Review
In one paragraph

Article in JMIR mHealth and uHealth, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Rashell R AllenSchool and Clinical Child Psychology, Faculty of Education, University of Alberta, Edmonton, AB, Canada.ORCID http://orcid.org/0000-0001-8063-2523
Myrah A MalikHeroes in Mind, Advocacy and Research Consortium, Faculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB, T6G 2G4, Canada, 1 780-492-2903.ORCID http://orcid.org/0009-0003-7159-6884
Carley AquinHeroes in Mind, Advocacy and Research Consortium, Faculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB, T6G 2G4, Canada, 1 780-492-2903.ORCID http://orcid.org/0000-0003-2672-2282
Lucijana HercegHeroes in Mind, Advocacy and Research Consortium, Faculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB, T6G 2G4, Canada, 1 780-492-2903.ORCID http://orcid.org/0009-0002-6194-5676
Suzette Brémault-PhillipsHeroes in Mind, Advocacy and Research Consortium, Faculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB, T6G 2G4, Canada, 1 780-492-2903.ORCID http://orcid.org/0000-0003-4167-1815
Phillip R SevignySchool and Clinical Child Psychology, Faculty of Education, University of Alberta, Edmonton, AB, Canada.ORCID http://orcid.org/0000-0002-8479-6039

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Accessible mental health support is essential for military members (MMs), veterans, and public safety personnel (PSP) who are at an increased risk of mental health challenges. Unique barriers to care, however, often leave these populations going untreated. Mental health treatment delivered via apps or websites (ie, digital mental health interventions [DMHIs]) offers an accessible alternative to in-person therapy. Objective: We aimed to synthesize the current literature on apps and web-based programs focused on enhancing MMs', PSPs', and veterans' resilience or well-being. A multidimensional well-being model, I-COPPE (interpersonal, community, occupational, physical, psychological, economic, and overall well-being), was used as a framework guiding the scoping review. Methods: A search of 6 databases was conducted using key terms related to (1) population, (2) resilience and well-being constructs, and (3) web- or mobile-based programs. At all levels of screening, at least 2 researchers (RRA, MAM, and CA) reviewed each paper independently. Data were extracted and recorded to include relevant study characteristics including program name and description, target population, number of participants, therapeutic approach, results, limitations, and I-COPPE dimension supported. A narrative synthesis was performed to summarize the eligible studies. Results: In total, 44 papers were included in the study and 39 unique resilience or well-being apps or web-based programs identified for MMs, PSP, or veterans. The programs largely focused on veteran populations (28/44, 64%). In total, 51% (20/39) of programs relied on cognitive behavioral approaches and most aimed to support posttraumatic stress disorder-related symptoms. In consideration of the I-COPPE model, a majority supported psychological well-being, followed by interpersonal and physical well-being. Most apps were believed to support more than 1 domain of well-being. The main methodologies used in the literature to evaluate digital mental health interventions include randomized controlled trials, secondary analyses, and pilot randomized controlled trials with evaluations of feasibility, acceptability, satisfaction, or qualitative feedback. Generalizability of findings was commonly limited by attrition rates and small sample sizes. Conclusions: DMHIs for MMs, PSP, and veterans appear promising due to their accessibility and scalability. More research is needed, however, to determine whether DMHIs are an effective alternative to in-person mental health care. The current review contributes to the literature by compiling evidence of DMHIs and the domains of well-being supported by, and the therapeutic orientation of, these programs. Our review revealed that more research is needed to determine the effectiveness and efficacy of DMHIs offered to these populations.

Indexed as

Military PersonnelVeteransDigital HealthHumansMobile Applicationscommunitymilitary membersmobile appsPRISMApsychologicalPTSDpublic safety personnelresiliencescoping reviewveteransweb-based programswell-being

Identifiers

PMID41150871
PMCPMC12560963

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.