Online Learning in Educational Research
Vol. 6 No. 4 (2026): Online Learning in Educational Research

MathVerse M6: Exploring Students’ Mathematical Critical-Thinking Performance in AR–Metaverse-Supported Learning

Ardi Dwi Susandi (Universitas Terbuka, Indonesia)
Puguh Darmawan (Universitas Negeri Malang, Indonesia)
Siti Fatimah (Universitas Pendidikan Indonesia, Indonesia)
Thesa Kandaga (Universitas Terbuka, Indonesia)
Imam Rofiki (Universitas Negeri Malang, Indonesia)
Entit Puspita (Nusa Putra University, Indonesia)
Hasan Basri (Universitas Madura, Indonesia)



Article Info

Publish Date
04 Nov 2026

Abstract

Mathematical critical thinking involves distinct reasoning processes that are rarely evaluated separately in immersive technology-supported mathematics. This study aims to develop and formatively assess MathVerse M6 and describe overall and indicator-level change and exploratory phase-linked associations. An educational design research approach included 16 mathematics teachers in preliminary needs analysis and 118 Grade 9 students in a small trial (n = 28) and a large one-group pre–post-test trial (n = 90) across four schools in Cirebon, Indonesia. Three experts rated five artefacts, and classroom implementation and student responses were observed. Mean expert ratings were 3.48–3.82/4. The large-scale mean mathematics score increased from 48 to 82; mastery (score ≥75) increased from 0/90 to 75/90 (83.3%). Inference (+38 percentage points) and analysis (+35) showed the largest descriptive indicator changes; self-regulation (+18) showed the smallest. Previously reported phase and artefact correlations used only six and five aggregate pairs and remain exploratory. MathVerse M6 was judged suitable for trial and showed promising within-group changes, but the absence of a control group, clustered classes, single-item indicators, and inconsistent effect-size reporting preclude causal conclusions.

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Journal Info

Abbrev

oler

Publisher

Subject

Education

Description

Online Learning in Educational Research (OLER Journal) is a medium of communication for researchers, academicians, and practitioners that provides a means for sustained discussion of relevant issues that fall within the focus and scopes of the journal which examined empirically. Journal Online ...