Evidence map›Paper›PMID 41527014›Full record

ArticleBMC psychology2026

Comparative analysis of traditional and metaverse-based education: impacts on students' all-round development.

Lijie Du, Wei Ting Kuo, Yuk Ming Tang, G T S Ho

Abstract readComparative Study
In one paragraph

Article in BMC psychology, 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.

Lijie DuSichuan Tourism University, Chengdu, Sichuan, China.
Wei Ting KuoDepartment of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China.
Yuk Ming TangDepartment of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China. yukming.tang@polyu.edu.hk.ORCID http://orcid.org/0000-0001-8215-4190
G T S HoDepartment of Supply Chain and Information Management, School of Decision Sciences, The Hang Seng University of Hong Kong, Sha Tin, Hong Kong, China.ORCID http://orcid.org/0000-0002-8550-4974

Funding

the Institute for Higher Education Research and Development FITE/03
6 · The paper itself

Abstract

backgroundAll-round development, including intellectual, social, physical, ethical, and aesthetic skills, is essential for student growth. Traditional classrooms, using textbooks and direct interaction, often lack immersive experiences. The Metaverse offers interactive virtual environments to enhance these skills, but comparative studies are limited. PURPOSE: To compare traditional and metaverse-based education impacts on students' all-round development and provide insights for educators.

methodsA comparative study involved 200 university students randomly assigned to traditional or metaverse-based courses (Chinese, Ethics, Art, Physical Education). Outcomes were assessed via short tests and a 45-item Likert-scale questionnaire. Data were analyzed using SmartPLS 4, IBM SPSS Amos 28, Mann-Whitney U tests, and partial least squares regression.

resultsMetaverse-based education was associated with significantly higher scores than traditional methods in intellectual, ethical, and aesthetic skills (p < 0.05), due to immersive simulations. Traditional education was associated with significantly higher scores for social and physical skills (p < 0.05), driven by direct interaction and hands-on practice. The model explained 61.4%-76.8% of skill variance.

conclusionMetaverse education excels in intellectual, ethical, and aesthetic skills, while traditional methods enhance social and physical skills. A hybrid approach is recommended to optimize all-round development.

Indexed as

Social SkillsStudentsAcademiaAdultFemaleHumansMaleUniversitiesYoung AdultAll-round developmentComparative analysisMetaverse-based educationMetaversityTraditional classroom

Identifiers

PMID41527014
PMCPMC12924519

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.