Evidence map›Paper›PMID 42529201›Full record

ArticleFrontiers in public health2026

Fatigue, economic security, and job satisfaction: a cross-sectional study conducted in Ningbo, China during the post-restriction period.

Jingjing Ma, Qihang Xu, Lu Shi, Yiqing Zhang

Abstract read
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. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

4 authors.

Jingjing MaDepartment of Nursing, Ningbo Medical Center LiHuili Hospital, Ningbo, China.
Qihang XuDepartment of Pharmacy, Ningbo Medical Center LiHuili Hospital, Ningbo, China.
Lu ShiDepartment of Rehabilitation Medicine, Ningbo Medical Center LiHuili Hospital, Ningbo, China.
Yiqing ZhangDepartment of Nursing, Ningbo Medical Center LiHuili Hospital, Ningbo, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The COVID-19 pandemic has contributed to widespread fatigue among workers, posing a significant challenge to occupational health. Grounded in Conservation of Resources (COR) theory, this study examines the association between pandemic-related fatigue and job satisfaction and investigates whether economic security serves as a moderating factor. Methods: A cross-sectional survey was conducted among employed residents in Ningbo, China, shortly after the lifting of COVID-19 restrictions. Data were collected using a COVID-19 Occupational Health Impact Questionnaire, which included demographic characteristics, COVID-19 history, employment status, the Fatigue Assessment Scale (FAS), a multidimensional Economic Security Index, and a job satisfaction measure. Multivariable logistic regression was used to assess associations and statistical interactions (moderation effects). Results: Among 1,938 participants included in the final analysis (retention rate: 98.5% of completed questionnaires), fatigue was significantly associated with lower job satisfaction (adjusted odds ratios (OR) = 0.27, 95% confidence intervals (CI): 0.22-0.34, Conclusion: Fatigue is strongly associated with job dissatisfaction. In this cross-sectional study, we did not find evidence that economic security moderated this association. These findings suggest that fatigue is strongly associated with job dissatisfaction across economic strata. Future research should examine whether workplace fatigue mitigation strategies are associated with in protecting employee well-being in the post-pandemic era.

Indexed as

COVID-19EmploymentFatigueJob SatisfactionAdultChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedPandemicsSARS-CoV-2Surveys and QuestionnairesCOVID-19economic securityfatiguehealthjob satisfaction

Identifiers

PMID42529201
PMCPMC13416354

What OpenQuestion holds

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LicenceCC BY
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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.