Evidence map›Paper›PMID 41957770›Full record

ArticleBMC medical education2026

Professional social media learning and engagement in medical education: an explanatory sequential mixed-methods study of Chinese medical students' digital learning practices.

Yulei Xie, Wang Lulu, Hedi Ye, Zhi Chen

Abstract read
In one paragraph

Article in BMC medical education, 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.

Yulei XieDepartment of Rehabilitation Medicine, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Wang LuluCollege of Humanities, Wenzhou University, Wenzhou, China. 13777792914@163.com.
Hedi YeDepartment of Graduate Studies, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Zhi ChenThe Xiangshan Hospital of Wenzhou Medical University, 291 Donggu Road, Dandong Street, Ningbo, 315700, Zhejiang, China. chenzhi0123455@sina.cn.

Funding

The 2025 Scientific Research Development Plan Project of the Affiliated Hospital of North Sichuan Medical College 2025GC016
6 · The paper itself

Abstract

This explanatory sequential mixed-methods study examined how professional social media learning behaviors relate to learning engagement and perceived educational outcomes among Chinese medical students. Survey data from 350 students across four universities were analyzed using confirmatory factor analysis and structural equation modeling, followed by interviews with 18 students. Professional social media learning behaviors included information seeking, observing professional discourse, peer knowledge exchange, and academic discussion participation. Results showed that these behaviors were positively associated with learning engagement, which in turn was positively associated with perceived learning effectiveness, academic confidence, and perceived professional development. Engagement partially mediated the relationship between professional social media learning and perceived outcomes. Interview findings indicated that professional social media functioned as a flexible supplementary learning environment supporting concept clarification, peer interaction, and professional sense-making, while also requiring critical evaluation and selective use. The findings suggest that the educational value of professional social media depends on how students engage with it.

Indexed as

Education, Medical, UndergraduateLearningSocial MediaStudents, MedicalChinaDigital MediaEast Asian PeopleFemaleHumansMaleSurveys and QuestionnairesYoung AdultDigital learningMedical educationMixed methodsProfessional social media learningStudent engagement

Identifiers

PMID41957770
PMCPMC13217745

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.