Undergraduates learning IoT tasks in VR with ChatGPT-integrated feedback reached significantly higher cognitive levels on memory, understanding, and application tasks than peers receiving traditional VR feedback¶
Claim · All claims
Evidence · 1 study · causalr?·q3
Currency · newest study 2025 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · 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 i? In an RCT with 81 undergraduates, the experimental group with GPT-feedback-supported VR learning demonstrated significantly higher cognitive levels across memory, understanding, and application tasks compared to the control group with traditional feedback. → Wang 2025
Evidence¶
Wang 2025¶
Wang, W.-S., Lin, C.-J., Lee, H.-Y., Huang, Y.-M., & Wu, T.-T. (2025). Enhancing self-regulated learning and higher-order thinking skills in virtual reality: the impact of ChatGPT-integrated feedback aids. Education and Information Technologies, 30, 19419–19445. https://doi.org/10.1007/s10639-025-13557-x
q3 · i? · causal · r?
Randomized controlled trial in which 81 undergraduate students were randomly assigned to an experimental group with GPT-feedback-supported VR learning or a control group with traditional feedback-supported VR learning. The article reports the experimental group "demonstrated significantly higher cognitive levels across memory, understanding, and application tasks compared to the control group." No effect size is printed in the available text.
"Results indicate that the experimental group demonstrated significantly higher cognitive levels across memory, understanding, and application tasks compared to the control group."
Discussion¶
Related Claims¶
- GPT feedback in VR markedly improved problem-solving and critical thinking but had limited impact on creativity — related
- Self-regulated learning abilities improved significantly in the GPT-feedback VR group, supporting self-reflection, goal setting, and strategy adjustment — related
- Unrestricted GPT-4 access in high-school mathematics raised assisted practice performance but left students worse off after withdrawal — related
- Review reports a randomized trial in which unrestricted ChatGPT study produced lower delayed retention than traditional methods — related
- AI access raises immediate unaided test scores by 7.2 percentage points (0.28 SD) after a timed learning phase — related
- In the first assessment stage, peer group and ChatGPT-4o feedback showed no significant difference in quality — related
- AI applications contributed to STEM students' higher-order thinking, including problem-solving, computational thinking, and self-regulated learning — related
- GCLA use enhances higher-order thinking skills—critical thinking, problem-solving, and creativity—compared with traditional ChatGPT use — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
gpt-feedback-vr-higher-cognitive-levels |
title |
Undergraduates learning IoT tasks in VR with ChatGPT-integrated feedback reached significantly higher cognitive levels on memory, understanding, and application tasks than peers receiving traditional VR feedback |
description |
Undergraduates learning IoT tasks in VR with ChatGPT-integrated feedback reached significantly higher cognitive levels on memory, understanding, and application tasks than peers receiving traditional VR feedback |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-15 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — wang-2025 |
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