Evidence map›Paper›PMID 35871411›Full record

SynthesisJournal of global health2022

Prevalence of depression, anxiety, and stress among first responders for medical emergencies during COVID-19 pandemic: A meta-analysis.

Garry Huang, Hsin Chu, Ruey Chen, Doresses Liu, Kondwani Joseph Banda, Anthony Paul O'Brien, Hsiu-Ju Jen, Kai-Jo Chiang, Jeng-Fong Chiou, Kuei-Ru Chou

Open access · goldAbstract readMeta-Analysis
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 8 pooled it
10.0field-weighted citation impact, top 1% of its field
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

27 citing papers in PubMed, 8 syntheses or guidelines pooled it, 53 citations in OpenAlex.

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  4. Resilience enhancement interventions for disaster rescue workers: a systematic review.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025
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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

10 authors at 8 institutions in 3 countries.

Garry HuangSchool of Health Care Administration, College of Management, Taipei Medical University, Taipei, Taiwan.
Hsin ChuInstitute of Aerospace and Undersea Medicine, School of Medicine, National Defense Medical Center, Taipei, Taiwan.
Ruey ChenDepartment of Nursing, Taipei Medical University-Shuang Ho Hospital, New Taipei, Taiwan.
Doresses LiuSchool of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan.
Kondwani Joseph BandaSchool of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan.
Anthony Paul O'BrienClinical Nursing, Centre for Practice Opportunity and Development, Australia.
Hsiu-Ju JenDepartment of Nursing, Taipei Medical University-Shuang Ho Hospital, New Taipei, Taiwan.
Kai-Jo ChiangSchool of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan.
Jeng-Fong ChiouDepartment of Radiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
Kuei-Ru ChouDepartment of Nursing, Taipei Medical University-Shuang Ho Hospital, New Taipei, Taiwan.
Taipei Medical University · TWAustralasian College for Emergency Medicine · AUMonash University · AUNational Defense Medical Center · TWNational Yang Ming Chiao Tung University · TWTaipei Medical University-Shuang Ho Hospital · TWTri-Service General Hospital · TWWan Fang Hospital · TW

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

COVID-19Emergency RespondersAnxietyDepressionEmergenciesHumansPandemicsPrevalenceStress, Psychological

Identifiers

PMID35871411
PMCPMC9309001
OpenAlexW4286817040

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.