SynthesisPloS one2020
Factors affecting mental health of health care workers during coronavirus disease outbreaks (SARS, MERS & COVID-19): A rapid systematic review.
Synthesis in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 123 papers, 12 of them syntheses that pooled 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.
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.
Who cites it
123 citing papers in PubMed, 12 syntheses or guidelines pooled it, 186 citations in OpenAlex.
- Supporting the well-being of nurses, paramedics, and firefighters during external crises by managing workload: an umbrella review.Industrial health · 2025Pooled it
- Identification and classification of risk factors for mental health problems in healthcare workers using a systemic framework: an umbrella review.BMC public health · 2025Pooled it
- The prevalence of probable mental health disorders among hospital healthcare workers during COVID-19: A systematic review and meta-analysis.Journal of affective disorders · 2023Pooled it
- The Association between Resilience and Psychological Distress during the COVID-19 Pandemic: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2022Pooled it
- Factors mediating the psychological well-being of healthcare workers responding to global pandemics: A systematic review.Journal of health psychology · 2022Pooled it
- Psychological impacts of COVID-19 pandemic on individuals living with multiple sclerosis: A rapid systematic review.Multiple sclerosis and related disorders · 2022Pooled it
- Psychological resilience, coping behaviours and social support among health care workers during the COVID-19 pandemic: A systematic review of quantitative studies.Journal of nursing management · 2021Pooled it
- The Burden of Burnout among Healthcare Professionals of Intensive Care Units and Emergency Departments during the COVID-19 Pandemic: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- Stigmatization from Work-Related COVID-19 Exposure: A Systematic Review with Meta-Analysis.International journal of environmental research and public health · 2021Pooled it
- COVID-19 Pandemic and Overall Mental Health of Healthcare Professionals Globally: A Meta-Review of Systematic Reviews.Frontiers in psychiatry · 2021Pooled it
- The mental health impact of the covid-19 pandemic on healthcare workers, and interventions to help them: A rapid systematic review.Psychiatry research · 2020Pooled it
- Psychological effects of the COVID 19 pandemic on healthcare workers globally: A systematic review.Psychiatry research · 2020Pooled it
- Predictors of dropout in cognitive behavior and interpersonal online brief psychotherapies for essential professionals during the COVID-19 pandemic.Scientific reports · 2024Trial
- Lessons from the COVID-19 pandemic: the relationship between fear of COVID-19 and type of work.Industrial health · 2026Article
- Impact of Social Support Networks on Job Satisfaction, Burnout, and Turnover Intentions in Primary Care Teams.Journal of general internal medicine · 2026Article
- The Unseen Wounds of Intensive Care: A Mixed Methods Study of Nurses' Exposure to Violence.Nursing in critical care · 2026Article
- Mental Illness Framing and Programming in Christian Places of Worship: Perspectives from Religious Leaders and Congregants in Ghana.Journal of religion and health · 2026Article
- The experiences of doctors in Lesotho during the COVID-19 pandemic: A qualitative study.PloS one · 2026Article
- Factors associated with mental health resilience in the child, adolescent and adult offspring of depressed parents: A systematic literature review.Journal of affective disorders reports · 2025Article
- COVID-19, sense of control, and the rise of addictive behaviors: a study in Poland.Postepy psychiatrii neurologii · 2025Article
63 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe novel Coronavirus Disease (COVID-19) outbreak currently puts health care workers at high risk of both physical and mental health problems. This study aimed to identify the risk and protective factors for mental health outcomes in health care workers during coronavirus epidemics.
methodsA rapid systematic review was performed in three databases (March 24, 2020) and a current COVID-19 resource (May 28, 2020). Following study selection, study characteristics and effect measures were tabulated, and data were synthesized by using vote counting. Meta-analysis was not possible because of high variation in risk factors, outcomes and effect measures. Risk of bias of each study was assessed and the certainty of evidence was appraised according to the GRADE methodology.
resultsOut of 2605 references, 33 observational studies were selected and the identified risk and protective factors were categorized in ten thematic categories. Most of these studies (n = 23) were performed during the SARS outbreak, seven during the current COVID-19 pandemic and three during the MERS outbreak. The level of disease exposure and health fear were significantly associated with worse mental health outcomes. There was evidence that clear communication and support from the organization, social support and personal sense of control are protective factors. The evidence was of very low certainty, because of risk of bias and imprecision.
conclusionSafeguarding mental health of health care workers during infectious disease outbreaks should not be treated as a separate mental health intervention strategy, but could benefit from a protective approach. This study suggests that embedding mental health support in a safe and efficient working environment which promotes collegial social support and personal sense of control could help to maximize resilience of health care workers. Low quality cross-sectional studies currently provide the best possible evidence, and further research is warranted to confirm causality.
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What OpenQuestion holds
Registered trials
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.