Evidence map›Paper›PMID 42293912›Full record

ArticleFrontiers in psychology2026

The impact of role stress and work-family balance on nurses' professional quality of life: a network analysis.

Yuecui Kan, Sheng Yang, Xiaoyu Chen, Menghan Xu, Xiaomeng Hu, Bing Li, Jiawei Zhou, Yingying Wang, Ying Xiang, Xiaohui Qiu

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. 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

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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

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

10 authors.

Yuecui Kan *Psychology and Health Management Center, Harbin Medical University, Harbin, Heilongjiang, China.
Sheng Yang *Psychology and Health Management Center, Harbin Medical University, Harbin, Heilongjiang, China.
Xiaoyu ChenPsychology and Health Management Center, Harbin Medical University, Harbin, Heilongjiang, China.
Menghan XuPsychology and Health Management Center, Harbin Medical University, Harbin, Heilongjiang, China.
Xiaomeng HuPsychology and Health Management Center, Harbin Medical University, Harbin, Heilongjiang, China.
Bing LiDepartment of Psychiatry and Psychology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Jiawei ZhouPsychology and Health Management Center, Harbin Medical University, Harbin, Heilongjiang, China.
Yingying WangThe Second Ward of Neurosurgery Department, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Ying XiangDepartment of Endocrinology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Xiaohui QiuPsychology and Health Management Center, Harbin Medical University, Harbin, Heilongjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To explore the network structure linking role stress, work-family balance, and professional quality of life among nurses, and to identify key nodes that may be particularly relevant for future intervention research. Methods: A cross-sectional survey was conducted with 1,879 nurses from four tertiary hospitals in China. Measures included the Professional Quality of Life Scale, Role Stressors Scale, and Work-Family Balance Scale. A Gaussian Graphical Model with LASSO regularization was estimated to visualize the conditional dependence structure. Strength centrality and bridge strength were computed to identify influential nodes, and stability was assessed via bootstrap procedures. Results: The network comprised 10 nodes and 39 nonzero edges (86.7% density) across three clusters: professional quality of life, role stress, and work-family balance. The strongest edge within the professional quality of life cluster was between "A1 Compassion Satisfaction" and "A2 Burnout" (weight = 0.64). The strongest cross-cluster edge connected "B3 Role Overload" and "C1 Work-to-Family Conflict" (weight = 0.37). "A3 Secondary Traumatic Stress" showed the highest strength centrality and the highest bridge strength, followed by "C1 Work-to-Family Conflict." Bootstrap procedures confirmed excellent stability for both strength and bridge strength centrality (CS-coefficients >0.75). Conclusion: Secondary traumatic stress and work-to-family conflict occupy structurally central and bridging positions in the network linking professional quality of life, role stress, and work-family balance. Their high centrality and bridge strength underscore their potential relevance as targets for future intervention research, although the cross-sectional design precludes causal inference.

Indexed as

network analysisnursing well-beingprofessional quality of liferole stresswork-family balance

Identifiers

PMID42293912
PMCPMC13260353

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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.