Evidence map›Paper›PMID 42812330›Full record

ArticlePsychology research and behavior management2026

Identifying Core and Bridge Nodes of Psychological Capital and Social-Emotional Competence Among Medical Students: A Network Analysis Study.

Siyu Di, Zonglin Hu, Zhaoliang Wang, Xiaoguang Wu

Abstract read
In one paragraph

Article in Psychology research and behavior management, 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

4 authors.

Siyu DiHealth Humanities Research Innovation Team, Clinical College of Anhui Medical University, Hefei, Anhui, People's Republic of China.ORCID 0000-0001-9304-0009
Zonglin HuHealth Humanities Research Innovation Team, Clinical College of Anhui Medical University, Hefei, Anhui, People's Republic of China.
Zhaoliang WangHealth Humanities Research Innovation Team, Clinical College of Anhui Medical University, Hefei, Anhui, People's Republic of China.
Xiaoguang WuHealth Humanities Research Innovation Team, Clinical College of Anhui Medical University, Hefei, Anhui, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Most existing studies adopt traditional regression models to examine either psychological capital or social‑emotional competence in isolation. Few integrate these two sets of multi‑dimensional positive psychological resources within a unified network framework, hindering the exploration of their complex patterns of covariation. This study therefore aimed to identify core and bridge nodes of psychological capital and social‑emotional competence among medical students using network analysis, so as to provide potential targets for positive‑psychological interventions. Methods: A cross-sectional questionnaire survey was conducted among 1,217 undergraduate medical students. After adjusting for confounding factors, a regularized partial correlation network was constructed. Strength centrality and bridge strength were calculated, and network robustness tests were performed. Results: 1. The various psychological dimensions were closely interrelated, and the network stability met the criteria. 2. Self-efficacy exhibited the highest strength centrality and served as the network's core. 3. Self-relationship exhibited the highest bridge strength, serving as a core mediating node between the two systems. Hope, responsible decision-making, and group relationships also exerted significant influence. Conclusion: Close concurrent covariation exists between the two positive-psychological systems of psychological capital and social-emotional competence among medical students Targeted interventions focused on core variables such as self-efficacy and self-relationship competence can effectively improve medical students' psychological well-being and optimize programs for cultivating the psychological qualities of medical professionals.

Indexed as

medical studentsnetwork analysispsychological capitalsocial-emotional competence

Identifiers

PMID42812330
PMCPMC13619463

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.