Evidence map›Paper›PMID 40279331›Full record

ArticlePloS one2025

Exploring the impact of virtual reality-based mathematics learning on students' motivation: Protocol for a systematic review and meta-analysis.

Shally Novita, Hari Setyowibowo, Puspita Adhi Kusuma Wijayanti, Wina Erwina, Whisnu Yudiana, Fredrick Dermawan Purba, Afra Hafny Noer

Abstract read
In one paragraph

Article in PloS one, 2025. 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

7 authors.

Shally NovitaCenter for Psychological Innovation and Research, Faculty of Psychology, Universitas Padjadjaran, Sumedang, West Java, Indonesia.ORCID 0000-0001-5727-0261
Hari SetyowibowoCenter for Psychological Innovation and Research, Faculty of Psychology, Universitas Padjadjaran, Sumedang, West Java, Indonesia.
Puspita Adhi Kusuma WijayantiCenter for Psychological Innovation and Research, Faculty of Psychology, Universitas Padjadjaran, Sumedang, West Java, Indonesia.
Wina ErwinaFaculty of Communication, Universitas Padjadjaran, Sumedang, West Java, Indonesia.
Whisnu YudianaCenter for Psychological Innovation and Research, Faculty of Psychology, Universitas Padjadjaran, Sumedang, West Java, Indonesia.ORCID 0000-0002-4056-4666
Fredrick Dermawan PurbaCenter for Psychological Innovation and Research, Faculty of Psychology, Universitas Padjadjaran, Sumedang, West Java, Indonesia.ORCID 0000-0002-7336-3043
Afra Hafny NoerCenter for Psychological Innovation and Research, Faculty of Psychology, Universitas Padjadjaran, Sumedang, West Java, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

It has been extensively documented that motivation plays a pivotal role in both the learning and performance of mathematics, often intersecting with various antecedents of mathematical competence, such as math anxiety and self-esteem. These factors, in turn, significantly influence the well-being of students. Therefore, it is necessary to provide learning situations that may impact students' motivation in learning mathematics. During the digital era, studies have examined the use of technology, particularly, virtual reality-based mathematics learning in explaining the variance of students' motivation in mathematics learning. However, the results seem to be various and a comprehensive review about the impact of virtual reality mathematics learning on students' motivation does not seem to exist yet. This review aims to fill this knowledge gap by examining the impact of mathematics learning using virtual reality-based learning materials on students' motivation. The literature search will be conducted across multiple bibliographic databases, including Cambridge, Oxford, PubMed, Science Direct, Scopus, SpringerLink. Only studies published in English, German, or Indonesian within the past seven years will be eligible for inclusion in the review. The risk of bias inherent in this review will be evaluated by two independent reviewers utilizing the Joanna Briggs Institute (JBI) critical assessment tool. Any discrepancies between the reviewers will be resolved through the third reviewer. Further, quality of evidence will be examined using The Grading of Recommendations, Assessment, Development, and Evaluations (GRADE). A review exploring the correlation between mathematics education utilizing virtual reality and student motivation will offer educational practitioners and stakeholder's valuable insights into the effective integration of technology-based learning resources, particularly virtual reality. The findings of this study aim to elucidate the advantages and potential drawbacks associated with the adoption of virtual reality in mathematics education, as well as identify the student and instructional material characteristics that may be associated with specific increases in motivation. This protocol has been registered in PROSPERO with registration number: CRD42023463974.

Indexed as

LearningMathematicsMotivationStudentsVirtual RealityHumansMeta-Analysis as TopicSystematic Reviews as Topic

Identifiers

PMID40279331
PMCPMC12026933

What OpenQuestion holds

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Registered trials

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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.