Evidence map›Paper›PMID 41761197›Full record

SynthesisBMC health services research2026

Mental health issues and associated factors amongst healthcare workers in US forensic-correctional settings: a systematic review of literature since the COVID-19 pandemic.

Eric Yu, Michael Wang, Jayden Berdugo, Shahnawaz Towheed, Jaehyeong Yang, Insiya Moosavi, Sarah Lalji-Mawji, Christopher Scott Czapla, Britta Klara Ostermeyer, Andrew Toyin Olagunju

Abstract readSystematic Review
In one paragraph

Synthesis in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

10 authors.

Eric YuMichael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada.
Michael WangMichael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada.
Jayden BerdugoMichael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada.
Shahnawaz TowheedMichael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada.
Jaehyeong YangMichael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada.
Insiya MoosaviMichael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada.
Sarah Lalji-MawjiMichael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada.
Christopher Scott CzaplaDepartment of Psychiatry and Behavioral Sciences, University of Oklahoma, Oklahoma City, USA.
Britta Klara OstermeyerDepartment of Psychiatry and Behavioral Sciences, University of Oklahoma, Oklahoma City, USA.
Andrew Toyin OlagunjuDepartment of Psychiatry and Behavioural Neurosciences, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada. andytinu@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealthcare professionals provide essential services to populations in the criminal justice system, often at the expense of their own well-being. This review synthesized literature findings on mental health challenges faced by healthcare professionals working in the US forensic-correctional settings since the COVID-19 pandemic. We investigated the prevalence of mental health conditions, their risk-protective factors, the impacts of these mental health issues on workplace retention, and highlighted relevant recommendations.

methodsThis study followed PRISMA guidelines. A comprehensive search of major databases (PubMed/MEDLINE, PsycINFO, Web of Science, CINAHL, and Embase) was conducted and supplemented with citation chaining to identify eligible reports spanning January 1st 2020 up to March 18th, 2025. Article screening, full-text review, and data extraction were completed by two independent investigators. Study quality was assessed using the NIH tool for quantitative studies and the Critical Appraisal Skills Program (CASP) framework for qualitative studies.

resultsA total of 10,005 identified reports were screened, with seven fair-to-good eligible studies included in the final review. Both quantitative (n = 4) and qualitative (n = 3) studies were included, and spanned multiple states, with most studies (n = 3, 42.9%) conducted in California. Healthcare workers reported various mental health conditions such as depression (48%), anxiety (18.8-51.1%), sleep disorders (17.4%), burnout (47.2%) and PTSD (49.3%), albeit significant heterogeneity constrains comparative analysis. Qualitatively, workers experienced considerable isolation, personality shifts, and cognitive dissonance. Risk factors predictive of mental health conditions included increased workload (β = 0.18, p < 0.001), workplace conflict (β = 0.15, p < 0.001), female sex (β = 0.10, p = 0.04), younger age, chronic medical conditions (β = 0.09, p = 0.03), fears around COVID-19 (β = 0.14, p < 0.001), and a lack of pandemic safety training (p = 0.033). Protective factors included resilience, administrator and peer support, access to needed resources, and a sense of fulfilment and purpose from working with populations in forensic-correctional settings.

conclusionsSystemic reforms including decreased mandatory overtime, staffing, workload distribution, organizational support, training, improved communication, access to adequate resources and psychosocial interventions may help promote wellness and optimize the ability of healthcare workers to provide care in forensic-correctional settings. However, the preliminary nature of the study findings suggests caution in their interpretations. Further high-quality research is needed to support evidence-informed decision-making and translation.

Indexed as

COVID-19Health PersonnelMental DisordersMental HealthPrisonsFemaleFrontline WorkersHumansPandemicsRisk FactorsSARS-CoV-2United StatesWorking ConditionsBurnoutCorrectionsForensicsHealthcareMental healthResilienceStress

Identifiers

PMID41761197
PMCPMC13049785

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.