Evidence map›Paper›PMID 42398993›Full record

SynthesisBMJ open2026

Factors associated with occupational fatigue among healthcare workers in Malaysia: a systematic review.

Mohamad Asraf Ahmad Nazari, Siti Sara Yaacob, Kamarulzaman Muzaini, Mohd Fikri Rosely, Nik Khairol Reza Md Yazin, Mariam Mohamad

Abstract readSystematic Review
In one paragraph

Synthesis in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Mohamad Asraf Ahmad NazariPublic Health Medicine Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Darul Ehsan, Malaysia.
Siti Sara YaacobPublic Health Medicine Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Darul Ehsan, Malaysia sitisara@uitm.edu.my.ORCID http://orcid.org/0000-0002-1058-8763
Kamarulzaman MuzainiPublic Health Medicine Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Darul Ehsan, Malaysia.
Mohd Fikri RoselyOccupational Safety and Health Unit, Medical Development Division, Ministry of Health Malaysia, Putrajaya, Malaysia.
Nik Khairol Reza Md YazinOccupational Safety and Health Sector, Disease Control Division, Ministry of Health Malaysia, Putrajaya, Malaysia.
Mariam MohamadPublic Health Medicine Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Darul Ehsan, Malaysia.ORCID http://orcid.org/0000-0002-2580-6153

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDue to the nature of their work, occupational fatigue is an important issue among healthcare workers (HCWs), with implications for workers' health, patient safety and healthcare organisation performance. However, the evidence on factors of work fatigue among HCWs in Malaysia remains fragmented.

objectiveTo synthesise the existing evidence on work fatigue among HCWs in Malaysia, with a focus on its associated factors across HCW populations and to examine the types of fatigue instruments used.

designSystematic literature review.

settingLiterature on fatigue among HCWs in Malaysia. PARTICIPANT: Studies on occupational fatigue involving HCWs conducted within the Malaysian context.

methodA systematic literature search was conducted using electronic databases of PubMed, Scopus, Web of Science and Science Direct. Studies must involve HCWs. Studies not in English, focusing on burn-out and different fatigue constructs, such as compassion fatigue, were excluded. Data extracted included study characteristics, setting, fatigue instruments, HCW groups and key findings. Factors associated with fatigue were synthesised thematically. This review followed Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines, and the quality of the study was assessed using the Newcastle-Ottawa Scale.

main outcome measureFactors associated with work fatigue among HCWs in Malaysia.

resultsOut of 1699 articles screened, 138 studies were within the Malaysian setting. Nine (n=9) articles were finally included. One study, each was conducted nationwide, in Peninsular zones, in Melaka and Kuala Lumpur, also, three studies in Selangor and two in Sarawak. A total of 4662 HCWs participated, of which 1419 were doctors (30.4%), 1014 nurses (21.8%) and 2229 HCWs of various positions (47.8%). Fatigue instruments used were the Occupational Fatigue/Exhaustion Recovery Scale, the Chalder Fatigue Scale, the Fatigue Assessment Scale, the Zoom Exhaustion and Fatigue Scale, and the postacute COVID syndrome checklist. Two studies used electroencephalogram. Thematic synthesis identified factors such as high job demands (66.67%), high effort (11.11%), sustained strain (11.11%), and an environmental/contextual factor related to the COVID-19 pandemic (11.11%). An integrated conceptual framework is proposed.

conclusionOccupational fatigue among HCWs in Malaysia is multifactorial. Limitations include heterogeneity in study design and fatigue assessment tools. Despite the limited number of included studies, the findings provide theory-informed insights into understanding occupational fatigue; however, they should be interpreted cautiously, despite the need for standardised work fatigue surveillance as part of an efficient fatigue management system. REGISTRATION: This review was registered under PROSPERO with the ID of CRD420251001576.

Indexed as

FatigueHealth PersonnelOccupational DiseasesHumansMalaysiaRisk FactorsWorking ConditionsFatigueHealth WorkforceOccupational Health ServicesOCCUPATIONAL & INDUSTRIAL MEDICINEOccupational StressRisk Factors

Identifiers

PMID42398993
PMCPMC13343059

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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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.