OLMs of various kinds have demonstrated significant learning gains¶
Claim · All claims
Evidence · 1 study · theoreticalr2·q2
Currency · newest study 2016 · 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? The article states that OLMs of various kinds have demonstrated significant learning gains, citing multiple studies including cognitive tutors and constraint-based tutors. → Susan Bull & Judy Kay 2016
Evidence¶
Susan Bull & Judy Kay 2016¶
Susan Bull & Judy Kay. (2016). SMILI☺: a Framework for Interfaces to Learning Data in Open Learner Models, Learning Analytics and Related Fields. Int J Artif Intell Educ. https://doi.org/10.1007/s40593-015-0090-8
q2 · i? · theoretical · r2
The article asserts this as a basis for ongoing interest in further developing the SMILI☺ framework, citing five studies. No effect sizes are printed in the cited passage.
"OLMs of various kinds have demonstrated significant learning gains (Brusilovsky et al. 2015; Kerly and Bull 2008; Long and Aleven 2013; Mitrovic and Martin 2007; Shahrour and Bull 2009)"
Discussion¶
Related Claims¶
- Log data from Next-TELL OLM use in three schools showed differences in visualisation usage among learners and teachers — related
- An evaluative study of STyLE-OLM shows the IOLM approach can improve the quality of the learner model — related
- Open learner models and visual learning analytics share the goal of making complex data interpretable but differ in that OLM inferences have already taken place — related
- The article reports that classroom studies with block-structured NetLogo-based environments produced significant STEM and CT learning gains. — related
- No empirical evidence has been examined that an interactive open learner model leads to better learning than a non-negotiable or absent open learner model — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
olms-demonstrated-significant-learning-gains |
title |
OLMs of various kinds have demonstrated significant learning gains |
description |
OLMs of various kinds have demonstrated significant learning gains |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2016 |
generated |
by process:wiki-ingest on 2026-10-28 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — susan-bull-judy-kay-2016 |
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