Checklist tool use significantly increases Evaluation processes, an effect not observed in the ChatGPT and human-expert groups¶
Claim · All claims
Evidence · 1 study · causalr2·q3
Currency · newest study 2025 · 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? Only the checklist group showed a significant increase in Evaluation processes during revision; the AI and HE groups did not. → Fan 2025
Evidence¶
Fan 2025¶
Fan, Y., Tang, L., Le, H., Shen, K., Tan, S., Zhao, Y., Shen, Y., Li, X., & Gasevic, D. (2025). Beware of Metacognitive Laziness: Effects of Generative Artificial Intelligence on Learning Motivation, Processes, and Performance. British Journal of Educational Technology. https://doi.org/10.1111/bjet.13544
q3 · i? · causal · r2
Process-frequency comparison in the revising stage of the randomised lab experiment. The evaluation increase appeared only for the checklist group, so the effect is scope-limited to that tool; the article attributes it to the checklist design guiding rubric-based self-evaluation.
"the use of checklist tools led to a significant increase in Evaluation processes among learners in the CL group, an effect not observed in the AI and HE groups."
Discussion¶
Related Claims¶
- During revision, supported groups (AI, human expert, checklist) engage more in elaboration, organisation and orientation, while AI and human-expert groups read less than the control group — related
- The ChatGPT group achieves significantly greater essay score improvement than the other three groups — related
- Process mining shows the ChatGPT group's revision loop centred on consulting ChatGPT, while the human-expert group strengthened connections between revising and reading, orientation and evaluation — related
- Learners supported by ChatGPT, a human expert, checklist tools, or no support show no significant difference in post-task intrinsic motivation — related
- Perceived GenAI role is systematically associated with metacognitive dimensions activated: replacement-tool users show no evaluation or elaboration, collaborator users show predominantly higher-order activity — related
- One-session checklist (CRAAP) instruction in source evaluation did no better than the alternative methods it was compared with in two quasi-experiments — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
checklist-tools-increase-evaluation-processes |
title |
Checklist tool use significantly increases Evaluation processes, an effect not observed in the ChatGPT and human-expert groups |
description |
Checklist tool use significantly increases Evaluation processes, an effect not observed in the ChatGPT and human-expert groups |
status |
review |
evidence_strength |
weak |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-15 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — fan-2025 |
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