Cognitive Maturity disposition scores significantly declined during the WISE Agent intervention, interpreted as de-centering of naive optimism¶
Claim · All claims
Evidence · 1 study · designr2·q2
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.
q2 i? The Cognitive Maturity dimension score experienced a significant decline (t=2.358, p=0.019); the authors interpret this as correction of initial epistemic overestimation rather than regression. → Qi Zhu 2026
Evidence¶
Qi Zhu 2026¶
Qi Zhu, Xiaoming Zhai, Yan Zou, Chunlei Gao. (2026). Using AI-Generated Feedback to Improve Critical Thinking and Writing Proficiency. https://orcid.org/0000-0003-4519-1931 doi:10.1007/978-3-032-29788-4_37
q2 · i? · design · r2
Paired-sample t-test on the cohort's Cognitive Maturity sub-dimension scores pre/post intervention. The article reports the score "experie nced a significant decline (t=2.358, p=0.019)"; no effect size is printed.
"Conversely, the Cognitive Maturity dimension score experie nced a significant decline (t=2.358, p=0.019)."
Discussion¶
Learner Variables¶
- Epistemic Beliefs — outcome: instruction changes it
- Critical Thinking — outcome: instruction changes it
Related Claims¶
- Both instructional conditions produced statistically significant pre-test to post-test gains in NOS and SK views, with larger effect sizes in the experimental group — the general claim this finding bears on, with the studies behind it
- WISE Agent feedback significantly increased Truth-seeking and CT Self-confidence disposition scores — related
- A three-month WISE Agent intervention did not significantly increase sixth-graders' aggregate critical thinking disposition scores — related
- HOTS-oriented teaching improves disposition towards critical thinking subscales including truth-seeking, open-mindedness, self-confidence, and maturity — reports the opposite
- Individual-level critical thinking instruction has an unimpressive track record, motivating communal-level intervention — related
- Absolute epistemic beliefs increase over the study period among computer science undergraduates — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
wise-agent-cognitive-maturity-decline |
title |
Cognitive Maturity disposition scores significantly declined during the WISE Agent intervention, interpreted as de-centering of naive optimism |
description |
Cognitive Maturity disposition scores significantly declined during the WISE Agent intervention, interpreted as de-centering of naive optimism |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — qi-zhu-2026 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.