Evidence map›Paper›PMID 41219914›Full record

ArticleBMC public health2025

Development and initial validation of Healthcare Worker Occupational Fatigue Scale: a cross-sectional study.

Lanhui Tan, Ying Zhang, Yifan Liao, Shi Liu, Ruyi Zhang, Xiaoyan Chen, Wenbin He, Fei Fang, Ying Wang, Li Liu and 1 more

Abstract readValidation Study
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

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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

11 authors.

Lanhui Tan *Department of Nursing, Zhongnan Hospital of Wuhan University, No. 169, Shuiguohu Street, Wuchang District, Wuhan, Hubei, 430071, China.
Ying Zhang *Health Science Center, Yangtze University, Hubei, Jingzhou, China.
Yifan LiaoDepartment of Building Science, Tsinghua University, Haidian District, No. 30 Shuangqing Road, Beijing, 100084, China.
Shi LiuDepartment of Building Science, Tsinghua University, Haidian District, No. 30 Shuangqing Road, Beijing, 100084, China.
Ruyi ZhangDepartment of Infectious Diseases, Zhongnan Hospital of Wuhan University, Hubei, China.
Xiaoyan ChenDepartment of Nursing, Zhongnan Hospital of Wuhan University, No. 169, Shuiguohu Street, Wuchang District, Wuhan, Hubei, 430071, China.
Wenbin HeDepartment of Colorectal and Anal Surgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.
Fei FangDepartment of Neurosurgery II, Jingmen Central Hospital, Jingzhou, Hubei, China.
Ying WangDepartment of Infection Prevention and Control Management, Zhongnan Hospital of Wuhan University, No. 169, Shuiguohu Street, Wuchang District, Wuhan, Hubei, 430071, China. wangying621@whu.edu.cn.
Li LiuDepartment of Building Science, Tsinghua University, Haidian District, No. 30 Shuangqing Road, Beijing, 100084, China. liuli_archi@tsinghua.edu.cn.
Bilong FengDepartment of Nursing, Zhongnan Hospital of Wuhan University, No. 169, Shuiguohu Street, Wuchang District, Wuhan, Hubei, 430071, China. zn000285@whu.edu.cn.

Funding

Discipline Cultivation Fund (Nursing) of Zhongnan Hospital of Wuhan University ZNXKPY2022005the National Institute of Hospital Administration Management of China GY2023049the National Natural Science Foundation of China 52178080the State Key Laboratory of Green Building in Western China LSKF202104
6 · The paper itself

Abstract

backgroundHealthcare workers are at high risk of occupational fatigue. However, the lack of a specific assessment tool hinders understanding of the prevalence of fatigue and the effectiveness of interventions, posing a significant threat to physical and mental well-being.

objectiveThis study aimed to develop and preliminarily validate a scale specifically designed to assess occupational fatigue among healthcare workers, thereby providing a practical tool for self-assessment and occupational health management.

methodsAn initial item pool was generated through a comprehensive review of literature related to this topic and existing fatigue scales. Content and face validity were assessed via a two-round Delphi expert consultation and a pilot survey, resulting in a preliminary scale version. Psychometric properties were evaluated using data from 475 healthcare workers recruited through convenience sampling from a tertiary Grade A general hospital in Wuhan, Hubei Province. The structural validity was examined using exploratory factor analysis and confirmatory factor analysis. Reliability was assessed using Cronbach's alpha and Guttman Split-Half reliability. Data analysis was performed using SPSS 26.0 and AMOS 23.0.

resultsThe final Healthcare Worker Occupational Fatigue Scale (HWOFS) comprises 35 items across five dimensions: physical, cognitive and emotional, social, sleep-related, and auditory fatigue. The scale demonstrates excellent internal consistency (Cronbach's alpha = 0.973, Guttman Split-Half reliability coefficient = 0.924). Content validity was strong, with item-level content validity indices ranging from 0.867 to 1.000 and a scale-level content validity index of 0.925. The confirmatory factor analysis supported the five-factor structure, showing good model fit. All standardized factor loadings were ≥ 0.532 (all p < 0.01).

conclusionThis study demonstrated the robust reliability and validity of the newly developed HWOFS. These initial findings support the potential of HWOFS as a tool for healthcare institutions to establish fatigue warning systems, optimize human resource allocation, and develop occupational health protection policies. However, further validation in larger healthcare populations is required before broader application.

Indexed as

FatigueHealth PersonnelOccupational DiseasesAdultChinaCross-Sectional StudiesDelphi TechniqueFemaleHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesHealthcare workerOccupational fatigueReliabilityValidity

Identifiers

PMID41219914
PMCPMC12606851

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Registered trials

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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.