Evidence map›Paper›PMID 41662137›Full record

ArticlePLOS mental health2026

Qualitative evaluation of a pilot mental health program for public safety personnel with post-traumatic stress disorder.

Lucas M Seuren, Arija Birze, Kathleen G Dobson, Cameron Mustard, Walter P Wodchis

Abstract read
In one paragraph

Article in PLOS 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

5 authors.

Lucas M SeurenInstitute for Better Health, Trillium Health Partners, Ontario, Canada.ORCID https://orcid.org/0000-0001-9631-3113
Arija BirzeInstitute for Better Health, Trillium Health Partners, Ontario, Canada.
Kathleen G DobsonInstitute for Work & Health, Ontario, Canada.
Cameron MustardInstitute for Work & Health, Ontario, Canada.
Walter P WodchisInstitute for Better Health, Trillium Health Partners, Ontario, Canada.ORCID https://orcid.org/0000-0003-2494-7031

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Public Safety Personnel (PSP) such as police officers, firefighters, and paramedics are at an increased risk of post-traumatic stress disorder (PTSD) due to frequent exposure to potentially psychologically traumatic events. Return-to-work trajectories can be challenging, as treatment programs are often not tailored to PSP, leading to long-term disability. To better support PSP, the work disability insurance authority in Ontario, Canada commissioned a mental health treatment program for PSP who receive benefits for a diagnosis of PTSD. Staff in this program received specialized training by a credible PSP organization (Wounded Warriors Canada) for working with PSP. We conducted a formative evaluation of this pilot program. Qualitative, semi-structured interviews were conducted with service providers (n = 11) and PSP clients who had completed the program (n = 19). The aim was to understand whether and how the program met client needs, how it could be improved, and how this could inform other mental health treatment programs for PSP. Using descriptive qualitative methods, we found that participants reflected positively on the program's appropriateness, acceptability, and effectiveness. Credibility was a central concern across all three domains. Having a program that was exclusive to PSP allowed staff to tailor their treatment approach to unique PSP needs, which offered credibility as a PSP treatment program, and it made it possible for PSP to be in an environment where they felt safe.

Identifiers

PMID41662137
PMCPMC12857991

What OpenQuestion holds

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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.