Evidence map›Paper›PMID 42835770›Full record

ArticleFrontiers in psychiatry2026

Joint latent profiles of workplace violence and burnout among healthcare workers and their associated factors: a cross-sectional study.

Tao Duan, Xiaohong Zou, Lijuan Zeng, Jie Chen, Qiao Li, Cheng Chen

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 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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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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Tao DuanInformation Center, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Xiaohong ZouInformation Center, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Lijuan ZengInformation Center, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Jie ChenInformation Center, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Qiao LiInformation Center, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Cheng ChenInformation Center, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To identify the joint latent profiles of workplace violence and burnout among healthcare workers using a person-centered approach, and to examine the psychosocial and demographic factors associated with profile membership. Method: A cross-sectional survey was conducted among 616 healthcare workers recruited from six hospitals in Sichuan Province, China, between April and May 2026. Workplace violence, burnout, work-family conflict, and emotional labor were assessed using validated self-report questionnaires. Results: A two-class model provided the optimal solution. Class 1, the "relatively adaptive profile", was characterized by low levels of workplace violence and burnout across all dimensions. Class 2, the "high-risk profile", exhibited significantly elevated workplace violence and burnout, accompanied by a prominent level of work-family conflict; more than half of the participants belonged to this profile. In the multivariable model, work-family conflict was the strongest independent predictor of high-risk profile membership. Although gender, hospital role, educational level, and monthly income differed significantly between profiles in univariate analyses, none remained significant after adjustment. Conclusion: These findings suggest that occupational mental health interventions should prioritize workplace violence prevention, the promotion of work-family balance, and that such psychosocial intervention pathways may have applicability across demographic subgroups.

Indexed as

burnoutemotional laborhealthcare workerswork-family conflictworkplace violence

Identifiers

PMID42835770
PMCPMC13635815

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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.