Model-based support in an AI-enhanced VR teaching simulation improved teaching knowledge and skills more than a no-treatment control¶
Claim · All claims
Evidence · 1 study · causalr2·q3·i3large
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q3 i3 Preservice teachers using model-based support with AI-powered virtual students showed significantly greater gains in teaching knowledge and skills than the no-treatment control group. → Chih-Pu Dai · Fengfeng Ke 2026
Evidence¶
Chih-Pu Dai · Fengfeng Ke 2026¶
Chih-Pu Dai · Fengfeng Ke. (2026). Model-based support for teaching practice and self-efficacy in artificial intelligence-enhanced virtual reality teaching simulation. Education Tech Research Dev. https://doi.org/10.1007/s11423-026-10592-4
q3 · i3 · causal · r2
An experimental study with 57 preservice teachers found that the model-based support group achieved a significantly higher adjusted posttest score on a teaching knowledge and skills test than the control group, with "η2 =.30".
"The ANCOVA analysis results, controlling for the pretest, demonstrated a significant difference between the experimental groups and the control group, F (2, 57) = 11.59, p <.001, η2 =.30, R2 =.47."
Discussion¶
Related Claims¶
- Model-based support provided numerical advantages over using the AI-powered virtual student agent alone for teaching knowledge and skills — related
- Simulation Based Education Improves Outcomes — a broader claim this one bears on
- All participants reported higher teaching self-efficacy after the teaching-simulation training — related
- Only the model-based support group showed a significant within-group improvement in teaching self-efficacy from pre- to post-test — related
- Trainee teachers who receive voice training with VR classroom simulations show greater improvement in communication self-efficacy in noise than those receiving an information session only — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
model-based-support-vr-teaching-knowledge-gains |
title |
Model-based support in an AI-enhanced VR teaching simulation improved teaching knowledge and skills more than a no-treatment control |
description |
Model-based support in an AI-enhanced VR teaching simulation improved teaching knowledge and skills more than a no-treatment control |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-28 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — chih-pu-dai-fengfeng-ke-2026 |
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