Evidence map›Paper›PMID 40595102›Full record

ArticleScientific reports2025

The chain mediating role of resilience and change fatigue between intolerance of uncertainty and job burnout in nurses.

Yuqi Gao, Hengjie Ren, Gina Meng, Xiudong Ying, Peng Jin, Yue Chen, Gang Wei

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

7 authors.

Yuqi GaoNursing Department, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China.
Hengjie RenNursing Department, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China.
Gina MengMeng's Acupuncture Medical Center, Palm Beach Gardens Medical Center, Palm Beach Gardens, FL, USA.
Xiudong YingNursing Department, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China.
Peng JinNursing Department, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China.
Yue ChenNursing Department, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China.
Gang WeiNursing Department, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China. weig@jzmu.edu.cn.

Funding

Liaoning Province Social Science Planning Fund L21BED006
6 · The paper itself

Abstract

Nurses are highly susceptible to job burnout, which can negatively impact both their well-being and the quality of patient care. Addressing this issue is crucial for maintaining an effective healthcare workforce. Although some research has indicated a connection between job burnout and an intolerance of uncertainty, the fundamental mechanisms of this association have not been investigated. This study aims to fill this gap by exploring the underlying pathways through which intolerance of uncertainty influences job burnout, providing insights for targeted interventions. For the questionnaire survey, 857 clinical nurses were selected using a convenience selection method. Resilience, change fatigue, job burnout, and intolerance of uncertainty were measured by the IUS-12, CF, CD-RISC, and CMBI, respectively. In this study, structural equation modeling was employed to analyze the direct and indirect effects among these variables, with model fit indices ensuring statistical robustness. Bootstrapping was used to test the significance of mediation effects, enhancing the reliability of the findings. Change fatigue and resilience, respectively, acted as mediators in the relationship between job burnout and intolerance of uncertainty. Resilience and change fatigue served as chain mediators between intolerance of uncertainty and job burnout (total mediating effect = 0.320, effect percentage = 42.2%). To mitigate job burnout, nursing managers should implement specific measures, such as resilience-building training programs, stress management workshops, and initiatives to improve team support and communication. These interventions should be designed to alleviate change fatigue and enhance resilience, thus reducing burnout levels.

Indexed as

Burnout, ProfessionalFatigueNursesResilience, PsychologicalAdultFemaleHumansMaleMiddle AgedSurveys and QuestionnairesUncertaintyChange fatigueIntolerance of uncertaintyJob burnoutNurseResilience

Identifiers

PMID40595102
PMCPMC12216394

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.