Chatbot-guided feedback SRL improved university students' reflection more than conventional SRL¶
Claim · All claims
Evidence · 1 study · causalr1·q2·i2medium
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person
Design limits · Yen-Fen Lee 2025: groups were assigned but students were analysed as independent (read from the study by two models, 2026-10-29)
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 i2 An independent samples t test showed significantly higher reflection scores in the chatbot condition than the general SRL condition (t = 2.05, d = 0.56). → Yen-Fen Lee 2025
Evidence¶
Yen-Fen Lee 2025¶
Yen-Fen Lee, Gwo-Jen Hwang, Pei-Ying Chen. (2025). Technology-based interactive guidance to promote learning performance and self-regulation: a chatbot-assisted self-regulated learning approach. Education Tech Research Dev. https://doi.org/10.1007/s11423-025-10478-x
q2 · i2 · causal · r1
Independent samples t test on the Kember et al. reflective-thinking questionnaire (Cronbach's alpha 0.90) after a Levene test; chatbot group mean 3.96 vs general SRL group mean 3.69, "with a t-value of 2.05", d = 0.56 (Table 10).
"the results showed that the mean score of students in the SRL mode based on the feedback mechanism of the chatbot was 3.96, and the mean score of students in the general SRL mode was 3.69, with a t-value of 2.05. This shows that the introduction of the SRL mode based on the feedback mechanism of the chatbot significantly improved students' reflection."
Discussion¶
Related Claims¶
- Chatbot-guided feedback SRL improved university students' learning motivation more than conventional SRL — related
- Chatbot-guided feedback SRL improved university students' meta-cognition tendency and self-regulated learning more than conventional SRL — related
- Chatbot-guided feedback SRL improved university students' multimedia knowledge performance more than conventional SRL — related
- Using the chatbot-based journaling system improves self-reported SRL strategy use from pre-survey to 12-week follow-up in all groups, including baseline — related
- In a randomised control study, university students in the combined condition (online SRL training with mobile-app diaries) improved more than participants in the other conditions — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
srl-cgf-improves-reflection |
title |
Chatbot-guided feedback SRL improved university students' reflection more than conventional SRL |
description |
Chatbot-guided feedback SRL improved university students' reflection more than conventional SRL |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-29 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yen-fen-lee-2025 |
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