Rule-triggered pedagogical agents increased SRL activities and learning outcomes relative to untriggered agents¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2023 · 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? Learners scaffolded by rule-triggered pedagogical agents showed higher frequencies of SRL activities, less repetitive SRL activities, and higher learning outcomes than learners with access to untriggered agents. → Joep van der Graaf 2023
Evidence¶
Joep van der Graaf 2023¶
Joep van der Graaf, Michelle Taub, Yizhou Fan. (2023). Introduction to special issue on facilitating self-regulated learning with scaffolds: Recent advances and future directions. Metacognition and Learning. https://doi.org/10.1007/s11409-023-09364-9
q2 · i? · review · r2
The introduction reports, citing Dever et al. (this issue), an experiment in which agents were triggered by rules considering learners' actions such as time spent reading, while the control condition had access to the agents but they were not triggered. The introduction reports "higher frequencies of SRL activities, less repetitive SRL activities, and higher learning outcomes." No effect sizes are printed.
"The experimental condition showed higher frequencies of SRL activities, less repetitive SRL activities, and higher learning outcomes."
Discussion¶
Related Claims¶
- Metacognitive prompts improve learning — a broader claim this one bears on
- As cited second-hand in an AI-literacy framework paper: ChatGPT use improved short-term essay scores but triggered metacognitive laziness with no significant knowledge-transfer gains — related
- Evidence suggests over-reliance on generative AI may negatively affect students' self-regulated learning behaviors, potentially harming retention and transfer to novel contexts — related
- Personalized scaffolds increased frequencies of high cognition and monitoring relative to control, but learning outcomes did not differ between conditions. — related
- Pedagogical interventions and scaffolds increase learners' use of self-regulated reading strategies — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
rule-triggered-pedagogical-agents-srl |
title |
Rule-triggered pedagogical agents increased SRL activities and learning outcomes relative to untriggered agents |
description |
Rule-triggered pedagogical agents increased SRL activities and learning outcomes relative to untriggered agents |
status |
review |
evidence_strength |
weak |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — joep-van-der-graaf-2023 |
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