Evidence map›Paper›PMID 41795075›Full record

ArticleBMC medical education2026

Social development level, digital literacy, problematic social network use and online collaborative learning in higher vocational medical students: mediating and moderating effects.

Liu Dongdong, Liang Yuqian

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

2 authors.

Liu DongdongTeacher Education College, Suqian University, Suqian, Jiangsu Province, China.
Liang YuqianSchool of Public Administration, Sichuan University, Chengdu, Sichuan Province, China. 202122240031@mail.bnu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Grounded in Cognitive Strategy Theory and Compensatory Media Theory, this study investigates the mechanisms linking social development level to online collaborative learning among vocational medical students. It examines the parallel mediating roles of digital literacy and problematic social network use, alongside the moderating role of gender. A survey of 3,429 Chinese vocational medical students supported the hypothesized model. The results revealed that social development level positively predicted online collaborative learning. Furthermore, digital literacy mediated this relationship positively, whereas problematic social network use mediated it negatively, with the former effect being substantially stronger. Gender significantly moderated the indirect effect via digital literacy, with a stronger positive mediation observed among male students; however, no significant moderation was found for the pathway through problematic social network use. The findings provide an integrated theoretical account of the dual pathways shaping online collaborative learning and offer practical guidance for developing targeted educational interventions.

Indexed as

Computer LiteracyEducation, DistanceSocial NetworkingStudents, MedicalAdultChinaCooperative BehaviorDigital MediaFemaleHumansLearningMaleSex FactorsSocial GroupVocational EducationYoung AdultDigital literacyGenderHigher vocational medical studentsOnline collaborative learningProblematic social network useSocial development level

Identifiers

PMID41795075
PMCPMC13081508

What OpenQuestion holds

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LicenceCC BY
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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.