Evidence map›Paper›PMID 41717625›Full record

ArticleFrontiers in public health2026

Occupational fatigue and its determinants among endoscopy nurses in China: a cross-sectional study with structural equation modeling.

Zhi Zeng, Yazhi He, Xiang Liao, Yu Song, Sumei Zhou

Abstract readMulticenter Study
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Zhi ZengEndoscopy Center, Deyang People's Hospital, Deyang, Sichuan, China.
Yazhi HeEndoscopy Center, Deyang People's Hospital, Deyang, Sichuan, China.
Xiang LiaoEndoscopy Center, Deyang People's Hospital, Deyang, Sichuan, China.
Yu SongEndoscopy Center, Deyang People's Hospital, Deyang, Sichuan, China.
Sumei ZhouDepartment of Neurosurgery, Deyang People's Hospital, Deyang, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Occupational fatigue among nurses has become a critical global public health concern. Endoscopy nurses, in particular, face unique occupational demands that significantly impact their physical and psychological well-being, as well as the quality of patient care. This study aimed to assess the prevalence of occupational fatigue among endoscopy nurses in China and examine its associated factors. Specifically, the mediating role of coping styles in the relationship between work-family conflict and occupational fatigue was analyzed, and the influence of social support was explored. Methods: A multicenter cross-sectional study was conducted involving 332 endoscopy nurses from 26 tertiary hospitals across 14 provincial regions in China. Standardized instruments were used to measure occupational fatigue, work-family conflict, coping styles, and perceived social support. Descriptive statistics, univariate analyses, Pearson correlations, multiple linear regression, and structural equation modeling (SEM) were applied. Results: Endoscopy nurses reported a high level of occupational fatigue (22.075 ± 2.588). Age, gender, marital status, daily working hours, and weekly working days were significantly associated with fatigue levels ( Conclusion: Occupational fatigue is prevalent among endoscopy nurses in China and is influenced by work-family conflict, coping styles, and social support. Interventions targeting scheduling optimization, the enhancement of social support, and the promotion of adaptive coping strategies are essential to mitigate fatigue and improve workforce well-being.

Indexed as

EndoscopyFatigueNursing Staff, HospitalOccupational DiseasesAdultChinaCoping SkillsCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleMiddle AgedPrevalenceSocial SupportWork-Life Balancecoping styleendoscopy nursesoccupational fatiguesocial supportstructural equation modelingwork–family conflict

Identifiers

PMID41717625
PMCPMC12913506

What Socratic 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 Socratic graph.