Evidence map›Paper›PMID 42723944›Full record

ArticleFrontiers in public health2026

Psychological capital, perceptions of clinical stressors, and bullying experiences among Chinese nursing students during clinical practice: a latent profile and mediation analysis.

Fangfei Zhao, Hongchen Zhang, Ke Hui, Haixin Zheng, Zhihui He

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. Not yet cited in PubMed.

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

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

5 authors.

Fangfei ZhaoSchool of Nursing, Lanzhou University, Lanzhou, China.
Hongchen ZhangSchool of Nursing, Lanzhou University, Lanzhou, China.
Ke HuiSchool of Nursing, Lanzhou University, Lanzhou, China.
Haixin ZhengSchool of Nursing, Lanzhou University, Lanzhou, China.
Zhihui HeSchool of Nursing, Lanzhou University, Lanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Bullying experiences during clinical practice threaten nursing students' learning and professional development. However, existing studies mainly focused on variable-centered associations, with limited exploration of heterogeneous subgroups from a person-centered perspective. This study aimed to examine the mediating role of perceptions of clinical stressors (PCS) in the relationship between psychological capital (PsyCap) and bullying experiences, while identifying latent profiles of bullying experiences. Recognizing distinct subgroups and clarifying influencing mechanisms can help provide tailored educational interventions. Methods: A multicenter cross-sectional study was conducted from September 2024 to May 2025. A total of 578 nursing students undergoing clinical internships at six general hospitals in Gansu Province, China, were enrolled in the survey. This study included general information questionnaires, the Psychological Capital Questionnaire, the Perceptions of Clinical Stressors Scale, and the Bullying Behaviors in Nursing Education Scale. Mediation analysis and latent profile analysis were carried out. Results: (1) Three distinct latent bullying experiences profiles were identified: the low bullying group (29.2%), the high bullying group (27.9%), and the moderate bullying group (42.9%). (2) PsyCap was significantly negatively associated with bullying experiences ( Conclusions: Bullying experiences among nursing students are heterogeneous and embedded in stressful clinical learning environments. PCS and PsyCap are key factors associated with this heterogeneity, with PCS acting as a partial mediator. Nursing educators should implement targeted, profile-specific interventions to mitigate the impact of bullying experiences.

Indexed as

BullyingStress, PsychologicalStudents, NursingAdultChinaCross-Sectional StudiesFemaleHumansMaleMediation AnalysisSurveys and QuestionnairesYoung Adultbullying experiencesclinical practicelatent profile analysismediation analysisnursing studentsperceptions of clinical stressorspsychological capital

Identifiers

PMID42723944
PMCPMC13558164

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.