Observational studyJournal of general internal medicine2022
The Impact of the COVID-19 Pandemic on Mental Health, Occupational Functioning, and Professional Retention Among Health Care Workers and First Responders.
Observational study in Journal of general internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 8 of them syntheses that pooled it.
What it found
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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
50 citing papers in PubMed, 8 syntheses or guidelines pooled it, 98 citations in OpenAlex.
- Turnover intention and its predictors among Emergency Medical Services (EMS) professionals: a systematic review and meta-analysis.Scandinavian journal of trauma, resuscitation and emergency medicine · 2026Pooled it
- Prevalence of post-traumatic stress disorder in healthcare workers before and during COVID-19: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- Physician Posttraumatic Stress Disorder During COVID-19: A Systematic Review and Meta-Analysis.JAMA network open · 2024Pooled it
- Pooled it
- The prevalence and severity of insomnia symptoms during COVID-19: A global systematic review and individual participant data meta-analysis.Sleep medicine · 2022Pooled it
- Prevalence of sleep disorders among first responders for medical emergencies: A meta-analysis.Journal of global health · 2022Pooled it
- Prevalence of depression, anxiety, and stress among first responders for medical emergencies during COVID-19 pandemic: A meta-analysis.Journal of global health · 2022Pooled it
- Sleep disturbances during the COVID-19 pandemic: A systematic review, meta-analysis, and meta-regression.Sleep medicine reviews · 2022Pooled it
- Psilocybin Therapy for Clinicians With Symptoms of Depression From Frontline Care During the COVID-19 Pandemic: A Randomized Clinical Trial.JAMA network open · 2024Trial
- Efficacy of Transcendental Meditation to Reduce Stress Among Health Care Workers: A Randomized Clinical Trial.JAMA network open · 2022Trial
- Dynamic bidirectional relationships between perceived stress and emotion regulation in emergency medical service clinicians.Npj mental health research · 2026Article
- Impact of African swine fever emergency on the mental health of first responders in the Dominican Republic.PloS one · 2026Article
- Strengthening field epidemiology capacity in Canada: a mixed-methods evaluation of the Canadian field epidemiology program.Frontiers in public health · 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
- In harm's way: moral injury and the erosion of trust for emergency responders in the United Kingdom.European journal of psychotraumatology · 2025Article
- Physical and mental health of behavioural health certified peer specialists in four US states.BMJ mental health · 2025Article
- Impact of a Single Virtual Reality Relaxation Session on Mental-Health Outcomes in Frontline Workers on Duty During the COVID-19 Pandemic: A Preliminary Study.Healthcare (Basel, Switzerland) · 2025Article
- Exploring the Role of Indigenous Determinants of Health in the Resilience of Native Nations during COVID-19.American Indian and Alaska native mental health research (Online) · 2025Article
- A longitudinal study of healthcare workers' mental health during Western Australia's unique policy response to COVID-19.BJPsych open · 2024Article
- Postpandemic Changes to Employment and Employment Satisfaction in Early-Career and Career-Advancing Athletic Trainers.Journal of athletic training · 2024Article
Corrections and comments
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Authors and funding
9 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundThe COVID-19 pandemic has greatly affected front-line health care workers (HCW) and first responders (FR). The specific components of COVID-19 related occupational stressors (CROS) associated with psychiatric symptoms and reduced occupational functioning or retention remain poorly understood.
objectivesExamine the relationships between total and factored CROS, psychiatric symptoms, and occupational outcomes.
designObservational, self-report, single time-point online assessment.
participantsA total of 510 US HCW (N = 301) and FR (N = 200) with occupational duties affected by the COVID-19 pandemic. MAIN OUTCOMES AND MEASURES: CROS were assessed using a custom 17-item questionnaire. Post-traumatic stress disorder (PTSD), depression, insomnia, and generalized anxiety symptoms were assessed using the PTSD Checklist-5 (PCL5), Patient Health Questionnaire-9 (PHQ9), Insomnia Severity Index (ISI), and General Anxiety Disorder-7 (GAD7). Respondents' likelihood of leaving current field and occupational functioning were assessed with 2-item PROMIS subscales. Relationships were modeled using multivariable regression. Open-ended responses were coded using rapid template analysis.
resultsCROS total scores correlated significantly with all four psychiatric symptom domains (R's = .42-.53), likelihood of leaving one's current occupation (R = .18), and trouble doing usual work (R = .28), all p's < .001. Half of HCW indicated a decreased likelihood of staying in their current occupation as a result of the pandemic. CROS were fit to a 3-factor model consisting of risk, demoralization, and volume factors. All CROS factors were associated with psychiatric symptom burden, but demoralization was most prominently associated with psychiatric symptoms and negative occupational outcomes. Among psychiatric symptoms, PTSD symptoms were most strongly associated with negative occupational outcomes. Open-ended statements emphasized lack of protection and support, increased occupational demands, and emotional impact of work duties. CONCLUSIONS AND RELEVANCE: These results demonstrate potentially treatable psychiatric symptoms in HCW and FR experiencing CROS, impacting both wellbeing and the health care system. Mitigating CROS, particularly by addressing factors driving demoralization, may improve HCW and FR mental health, occupational functioning, and retention.
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Registered trials
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