Evidence map›Paper›PMID 34679110›Full record

Trial reportPloS one2021

Healthcare worker stress, anxiety and burnout during the COVID-19 pandemic in Singapore: A 6-month multi-centre prospective study.

Irene Teo, Junxing Chay, Yin Bun Cheung, Sharon C Sung, Komal G Tewani, Li Fang Yeo, Grace Meijuan Yang, Fang Ting Pan, Jin Ying Ng, Fazila Abu Bakar Aloweni and 14 more

Open access · goldAbstract readClinical TrialMulticenter Study
In one paragraph

Trial report in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
102citing papers in PubMed, 4 pooled it
56.9field-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

102 citing papers in PubMed, 4 syntheses or guidelines pooled it, 219 citations in OpenAlex.

  1. Workplace Mental Health Programs for Healthcare Workers: A Systematic Review.International journal of environmental research and public health · 2026
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  9. Impact of COVID-19 on early identification of protein-energy malnutrition in the cancer care setting: a repeated cross-sectional survey of cancer care professionals.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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42 more citing papers are in PubMed but not listed here.

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

24 authors at 7 institutions in 2 countries.

Irene TeoProgramme in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore.ORCID 0000-0002-1720-4718
Junxing ChayLien Centre for Palliative Care, Duke-NUS Medical School, Singapore, Singapore.
Yin Bun CheungProgramme in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore.
Sharon C SungProgramme in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore.
Komal G TewaniDepartment of Gynaecological Oncology, KK Women's and Children's Hospital, Singapore, Singapore.
Li Fang YeoDepartment of Internal Medicine, Changi General Hospital, Singapore, Singapore.
Grace Meijuan YangDivision of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore.
Fang Ting PanLien Centre for Palliative Care, Duke-NUS Medical School, Singapore, Singapore.
Jin Ying NgLien Centre for Palliative Care, Duke-NUS Medical School, Singapore, Singapore.
Fazila Abu Bakar AloweniDivision of Nursing, Singapore General Hospital, Singapore, Singapore.
Hui Gek AngDivision of Allied Health, Singapore General Hospital, Singapore, Singapore.
Tracy Carol AyreDivision of Nursing, Singapore General Hospital, Singapore, Singapore.
Crystal Chai-LimMedical Social Services, Singapore General Hospital, Singapore, Singapore.
Robert Chun ChenDivision of Radiological Sciences, Singapore General Hospital, Singapore, Singapore.
Ai Ling HengDivision of Radiological Sciences, Singapore General Hospital, Singapore, Singapore.
Gayathri Devi NadarajanDepartment of Emergency Medicine, Singapore General Hospital, Singapore, Singapore.
Marcus Eng Hock OngProgramme in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore.ORCID 0000-0001-7874-7612
Brian SeeOccupational Health Service, Changi General Hospital, Singapore, Singapore.
Chai Rick SohDepartment of Anaesthesiology, Singapore General Hospital, Singapore, Singapore.
Boon Kiat Kenneth TanDepartment of Emergency Medicine, Singapore General Hospital, Singapore, Singapore.
Bien Soo TanDivision of Radiological Sciences, Singapore General Hospital, Singapore, Singapore.
Kenny Xian Khing TayDepartment of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore.
Limin WijayaDepartment of Infectious Disease, Singapore General Hospital, Singapore, Singapore.
Hiang Khoon TanDivision of Surgery and Surgical Oncology, Singapore General Hospital and National Cancer Centre Singapore, Singapore, Singapore.
Singapore General Hospital · SGDuke-NUS Medical School · SGChangi General Hospital · SGKK Women's and Children's Hospital · SGNational Cancer Centre Singapore · SGSingHealth · SGTampere University · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimThe long-term stress, anxiety and job burnout experienced by healthcare workers (HCWs) are important to consider as the novel coronavirus disease (COVID-19) pandemic stresses healthcare systems globally. The primary objective was to examine the changes in the proportion of HCWs reporting stress, anxiety, and job burnout over six months during the peak of the pandemic in Singapore. The secondary objective was to examine the extent that objective job characteristics, HCW-perceived job factors, and HCW personal resources were associated with stress, anxiety, and job burnout.

methodA sample of HCWs (doctors, nurses, allied health professionals, administrative and operations staff; N = 2744) was recruited via invitation to participate in an online survey from four tertiary hospitals. Data were gathered between March-August 2020, which included a 2-month lockdown period. HCWs completed monthly web-based self-reported assessments of stress (Perceived Stress Scale-4), anxiety (Generalized Anxiety Disorder-7), and job burnout (Physician Work Life Scale).

resultsThe majority of the sample consisted of female HCWs (81%) and nurses (60%). Using random-intercept logistic regression models, elevated perceived stress, anxiety and job burnout were reported by 33%, 13%, and 24% of the overall sample at baseline respectively. The proportion of HCWs reporting stress and job burnout increased by approximately 1·0% and 1·2% respectively per month. Anxiety did not significantly increase. Working long hours was associated with higher odds, while teamwork and feeling appreciated at work were associated with lower odds, of stress, anxiety, and job burnout.

conclusionsPerceived stress and job burnout showed a mild increase over six months, even after exiting the lockdown. Teamwork and feeling appreciated at work were protective and are targets for developing organizational interventions to mitigate expected poor outcomes among frontline HCWs.

Indexed as

AnxietyBurnout, ProfessionalCOVID-19PandemicsSARS-CoV-2AdultAgedFemaleHealth PersonnelHumansMaleMiddle AgedProspective StudiesSingapore

Identifiers

PMID34679110
PMCPMC8535445
OpenAlexW3205911129

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.