Claims

Rule-triggered pedagogical agents increased SRL activities and learning outcomes relative to untriggered agents

Claim · All claims
Evidence · 1 study · review r2 · 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

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

Frontmatter is the page's machine-readable record — see the Schema & Guide.