Real-time detection of SRL processes can personalize scaffold content, with all five scaffolds personalized to some extent but to varying degrees (scaffolds 2 and 5 most, scaffold 3 least).¶
Claim · All claims
Evidence · 1 study · designr2·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? A digital scaffolding system used real-time detection of SRL processes to personalize scaffold content, and all scaffolds were personalized to some extent. → Joep van der Graaf 2023
q2 i? Degree of personalization varied by scaffold: scaffolds 2 and 5 were personalized most and scaffold 3 least. → Joep van der Graaf 2023
Evidence¶
Joep van der Graaf 2023¶
Joep van der Graaf, Mladen Raković, Yizhou Fan, Lyn Lim, Shaveen Singh, Maria Bannert, Dragan Gašević, Inge Molenaar. (2023). How to design and evaluate personalized scaffolds for self-regulated learning. Metacognition and Learning. https://doi.org/10.1007/s11409-023-09361-y
q2 · i? · design · r2
Descriptive frequency analysis of personalization with data from 18 participants in the personalized condition with complete scaffold usage data, counting how often each option was displayed or not displayed. The article reports that "all scaffolds were personalized to some extent" and that scaffold 3's options 2, 3, and 4 were displayed to all participants while scaffolds 2 and 5 had two options not displayed for almost all participants.
"The first finding was that all scaffolds were personalized to some extent. This means that our digital scaffolding system was able to use real-time detection of SRL processes to personalize the content of the scaffolds."
Discussion¶
Related Claims¶
- Personalized SRL scaffolds showed higher compliance than no and non-personalized scaffolds, linked to better essay scores — related
- Personalized scaffolds increased frequencies of high cognition and monitoring relative to control, but learning outcomes did not differ between conditions. — related
- Policy in reviewed systems is commonly expressed as a set of assistance boundaries, concentrated on response constraints, scaffolding, and personalization — a broader claim this one bears on
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
real-time-srl-detection-personalizes-scaffold-content-varying-degrees |
title |
Real-time detection of SRL processes can personalize scaffold content, with all five scaffolds personalized to some extent but to varying degrees (scaffolds 2 and 5 most, scaffold 3 least). |
description |
Real-time detection of SRL processes can personalize scaffold content, with all five scaffolds personalized to some extent but to varying degrees (scaffolds 2 and 5 most, scaffold 3 least). |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-19 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — joep-van-der-graaf-2023 |
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