SynthesisJournal of global health2022
Prevalence of depression, anxiety, and stress among first responders for medical emergencies during COVID-19 pandemic: A meta-analysis.
Synthesis in Journal of global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 8 of them syntheses that pooled it.
What it found
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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.
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Who cites it
27 citing papers in PubMed, 8 syntheses or guidelines pooled it, 53 citations in OpenAlex.
- Overview of the prevalence of job satisfaction and turnover intention among emergency medical services personnel: a meta-analysis.Journal of global health · 2025Pooled it
- The prevalence of stress during the COVID-19 pandemic: an umbrella review.BMC public health · 2025Pooled it
- Supporting the well-being of nurses, paramedics, and firefighters during external crises by managing workload: an umbrella review.Industrial health · 2025Pooled it
- Resilience enhancement interventions for disaster rescue workers: a systematic review.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025Pooled it
- An umbrella review of the prevalence of depression during the COVID-19 pandemic: Call to action for post-COVID-19 at the global level.BMC public health · 2024Pooled it
- Estimation of the prevalence of anxiety during the COVID-19 pandemic: A meta-analysis of meta-analyses.BMC public health · 2024Pooled it
- Pooled it
- COVID-19 and common mental health symptoms in the early phase of the pandemic: An umbrella review of the evidence.PLoS medicine · 2023Pooled it
- Predictors of psychological resilience among high-risk professionals: a two-year follow-up study in Dutch firefighters.European journal of psychotraumatology · 2026Article
- Greater perceived stress and lower self-regulation associated with substance use behaviors in a national sample of United States emergency medical service clinicians.Drug and alcohol dependence · 2026Article
- Associations of Health Care System Deficiency-Related Patient Deterioration With Burnout, Depressive Symptoms, and Sleep Problems Among Emergency Medical Service Providers: Cross-Sectional Study.JMIR public health and surveillance · 2026Article
- Dynamic bidirectional relationships between perceived stress and emotion regulation in emergency medical service clinicians.Npj mental health research · 2026Article
- Comparison of stress, anxiety, and depression between pre-hospital emergency operational staff and hospital emergency department nurses.Journal of education and health promotion · 2026Article
- Addressing PTSD symptoms in first responders and healthcare workers through trauma-focused treatment in Employee Assistance Programs: Protocol for a randomized controlled trial.Contemporary clinical trials · 2026Article
- Examining the between- and within-person associations among perceived sleep quality and mental health symptoms in emergency medical service clinicians.Journal of traumatic stress · 2025Article
- Trauma Exposure, Insomnia, and Fatigue: A Cross-Sectional Study of the Pathways to Burnout Among South African First Responders.Health science reports · 2025Article
- Being Cynical Is Bad for Your Wellbeing: A Structural Equation Model of the Relationship Between Cynicism and Mental Health in First Responders in South Africa.International journal of environmental research and public health · 2024Article
- COVID-19 public health restrictions and opioid overdoes: a summative content analysis of emergency medical services records in three Texas counties.Substance abuse treatment, prevention, and policy · 2024Article
- First Responders During COVID-19: Career Calling, PTSD, and Work Self-Efficacy.American journal of preventive medicine · 2024Article
- The Cyclical Battle of Insomnia and Mental Health Impairment in Firefighters: A Narrative Review.Journal of clinical medicine · 2024Review
Corrections and comments
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Authors and funding
10 authors at 8 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The COVID-19 pandemic has been shown to cause enormous psychological burden among health care workers, including first responders. However, psychological well-being of first responders, essential in the fight against COVID-19 pandemic, has often been ignored. We performed the first meta-analysis to explore the prevalence of 1) depression, 2) anxiety, and 3) stress among first responders for medical emergencies during the COVID-19 pandemic. Methods: A comprehensive search was conducted in Embase, CINAHL, Web of Science, PsychInfo, PubMed, and the WHO COVID-19 database from 2020. The Freeman-Tukey double-arcsine transformation model in R-software determined the pooled prevalence and Comprehensive Meta-Analysis for associated factors of depression, anxiety, and stress with corresponding 95% confidence intervals (CI). The Cochrane Q, τ Results: We identified 765 records, from which 17 studies were included with 8096 first responders. The pooled prevalence was 31% (95% CI = 21%-41%) for depression; 67% (95% CI = 64%-70%) for mild depression, 24% (95% CI = 17%-31%) for moderate depression, and 16% (95% CI = 4%-34%) for severe depression. The pooled prevalence for anxiety was 32% (95% CI = 20%-44%); 60% (95% CI = 46%-73%) for mild anxiety, 27% (95% CI = 14%-42%) for moderate anxiety, and 14% (95% CI = 7%-22%) for severe anxiety. The pooled prevalence for stress was 17% (95% CI = 4%-34%); 58% (95% CI = 38%-77%) for mild stress, 22% (95% CI = 5%-44%) for moderate stress, and 19% (95% CI = 5%-37%) for severe stress. The prevalence of depression was 37% (95% CI = 25%-52%) for paramedics, 28% (95% CI = 12%-54%) for EMS personnel and 22% (95% CI = 13%-33%) for police. Similarly, the prevalence of anxiety was 38% (95% CI = 20%-60%) for paramedics, 28% (95% CI = 11%-53%) for EMS personnel, and 19% (95% CI = 10%-32%) for police. Married responders were likely at risk for depression (1.50, 95% CI = 1.26-1.78) and anxiety (1.94, 95% CI = 1.62-2.33), while unmarried responders were less likely at risk for depression (0.67, 95% CI = 0.56-0.79) and anxiety (0.50, 95% CI = 0.43-0.63). Conclusions: High prevalence of depression, anxiety, and stress during the COVID-19 pandemic among first responders for medical emergencies emphasizes the need for monitoring their psychological well-being. Early assessment and management of mild depression, anxiety, and stress among first responders are crucial in preventing progression into moderate and severe types.
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