In the first assessment stage, peer group and ChatGPT-4o feedback showed no significant difference in quality¶
Claim · All claims
Evidence · 1 study · causalr1·q3
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 i? Quantitative analyses indicated no significant difference between peer group and ChatGPT-4o feedback quality during the first assessment stage. → Li 2026
Evidence¶
Li 2026¶
Li, X., Zhang, Y., & Liu, T. (2026). Comparative analysis of peer group and AI-generated feedback in peer assessment: Insights into feedback quality and student perceptions in higher education. Australasian Journal of Educational Technology, 42(4), 129–146. https://doi.org/10.14742/ajet.11467
q3 · i? · causal · r1
Mixed methods study comparing 13 undergraduate peer groups (39 students) with ChatGPT-4o; quantitative analysis found "no significant difference during the first assessment stage". No effect size is printed, so impact is not coded.
"Quantitative analyses indicated no significant difference during the first assessment stage; however, in the second stage, ChatGPT-4o provided feedback that was significantly higher in constructiveness, accuracy and concreteness."
Discussion¶
Related Claims¶
- In the second assessment stage, ChatGPT-4o feedback was significantly higher than peer group feedback in constructiveness, accuracy and concreteness — related
- Students perceived peer group feedback as contextually rich but sometimes subjective, and ChatGPT-4o feedback as more objective and well structured but occasionally lacking contextual sensitivity — related
- GPT-4o-mini natural language feedback was overwhelmingly helpful and never harmful in quality annotation — related
- 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 — related
- No significant relationship exists between essay quality and the overall quality of feedback generated by peers and ChatGPT — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
stage1-no-significant-difference-peer-ai-feedback-quality |
title |
In the first assessment stage, peer group and ChatGPT-4o feedback showed no significant difference in quality |
description |
In the first assessment stage, peer group and ChatGPT-4o feedback showed no significant difference in quality |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — li-2026 |
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