Workflow condition is associated with students' self-assessment confidence¶
Claim · All claims
Evidence · 1 study · causalr?·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? A likelihood-ratio test showed a statistically significant overall effect of condition on self-assessment confidence; no effect size was printed in the available text. → Omar Alsaiari 2026
Evidence¶
Omar Alsaiari 2026¶
Omar Alsaiari, Nilufar Baghaei, Jason M. Lodge, Naomi Winstone, Dragan Gašević, Hassan Khosravi. (2026). Making AI-Generated Feedback Matter: A Large-Scale Study of Feedback Workflows and Student Enactment. https://arxiv.org/abs/2608.11625 doi:10.48550/arxiv.2608.11625
q3 · i? · causal · r?
Cumulative link mixed model on students' ordinal 1-5 self-assessment confidence ratings, with condition as fixed effect and student ID as random intercept. The omnibus test was significant; the article reports no effect size for this outcome in the available text.
"A likelihood-ratio test showed a statistically significant overall effect of condition on self-assessment confidence,χ2(2) = 139.06 ,p<.001 ."
Discussion¶
Related Claims¶
- Self Assessment Improves Self Regulated Learning — the general claim this finding bears on, with the studies behind it
- Practice condition showed no significant association with self-reported financial behaviors about credit — related
- Enacted Feedback yields higher workflow-specific uptake of AI-generated feedback than Directed and Self-Directed Feedback workflows — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
workflow-condition-self-assessment-confidence-effect |
title |
Workflow condition is associated with students' self-assessment confidence |
description |
Workflow condition is associated with students' self-assessment confidence |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — omar-alsaiari-2026 |
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