Evidence map›Paper›PMID 33910641›Full record

SynthesisSystematic reviews2021

Proactive psychological programs designed to mitigate posttraumatic stress injuries among at-risk workers: a systematic review and meta-analysis.

Paula M Di Nota, Anees Bahji, Dianne Groll, R Nicholas Carleton, Gregory S Anderson

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Systematic reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed, 6 pooled it
–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

43 citing papers in PubMed, 6 syntheses or guidelines pooled it.

  1. Pooled it
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  3. Resilience enhancement interventions for disaster rescue workers: a systematic review.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025
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  10. Comparison of Online Resilience and Psychological Safety Courses for Canadian Public Safety Personnel.International journal of environmental research and public health · 2026
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  20. Workplace Reintegration Programs, Policies, and Procedures for Nurses Experiencing Operational Stress Injury: A Scoping Literature Review.The Canadian journal of nursing research = Revue canadienne de recherche en sciences infirmieres · 2024
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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.

Paula M Di NotaDepartment of Psychology, University of Toronto, Toronto, Canada.ORCID 0000-0003-4282-6129
Anees BahjiDepartment of Psychiatry, University of Calgary, Calgary, Canada.ORCID 0000-0002-3490-314X
Dianne GrollDepartment of Psychiatry, Queen's University, Kingston, Canada.ORCID 0000-0001-6913-5710
R Nicholas CarletonDepartment of Psychology, University of Regina, Regina, Canada.ORCID 0000-0002-6083-8935
Gregory S AndersonFaculty of Science, Thompson Rivers University, TRU Way, Kamloops, BC, V2C 0C8, Canada. ganderson@tru.ca.ORCID 0000-0002-1307-1719

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPublic safety personnel and frontline healthcare professionals are at increased risk of exposure to potentially psychologically traumatic events (PPTE) and developing posttraumatic stress injuries (PTSI, e.g., depression, anxiety) by the nature of their work. PTSI are also linked to increased absenteeism, suicidality, and performance decrements, which compromise occupational and public health and safety in trauma-exposed workers. Evidence is lacking regarding the effectiveness of "prevention" programs designed to mitigate PTSI proactively. The purpose of this review is to measure the effectiveness of proactive PTSI mitigation programs among occupational groups exposed to PPTE on measures of PTSI symptoms, absenteeism, and psychological wellness.

methodsFive electronic databases were searched per PRISMA guidelines for English or French peer-reviewed studies from 2008 to 2019 evaluating PTSI and psychological wellness in adults exposed to occupational PPTE. The risk of bias was assessed using the Newcastle-Ottawa Scale.

resultsWe identified 42 studies evaluating 3182 public safety and frontline healthcare professionals, PPTE-exposed educational staff, and miners. Significant overlap was found across program themes that included mindfulness, psychoeducation, resilience promotion, and stress management strategies. Post-program effect sizes were small (SMD < 0.5) to moderate (SMD < 0.8) for reductions in PTSI symptoms and for promoting measures of well-being as indicated by a meta-analysis on 36 studies. There was no evidence for significant reductions in substance use, absenteeism, or biomarkers of distress except for heart rate. Subgroup analyses indicated that multimodal programs effectively improved general psychological health, while resilience programs improved measures of depression, burnout, coping, and resilience. Effect sizes for resilience, depression, and general psychological health improvements were greatest immediately or 1-month post-training, while improvements in PTSD symptoms and coping were larger at longer follow-up. Studies were of moderate quality and risk of bias.

conclusionsThe current results showcase modest evidence for time-limited reductions in PTSI following participation in holistic programs that promote resilience, stress, and emotion regulation among at-risk workers. Implications for organizational implementation of proactive PTSI mitigation programs and areas of future research are discussed. SYSTEMATIC REVIEW REGISTRATION: PROSPERO (CRD42019133534).

Indexed as

MindfulnessStress Disorders, Post-TraumaticAdultAnxietyHealth PersonnelHumansMental HealthStress, PsychologicalEmergency personnelEssential workersHealthcareMental health trainingMeta-analysisOccupational healthOrganizational stressPosttraumatic stress injuriesPublic safetyResilience

Identifiers

PMID33910641
PMCPMC8079856

What OpenQuestion 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 OpenQuestion graph.