Learning benefits of Cognitive Tutor interactivity are supported to varying extents by a growing body of experimental studies¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2007 · 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 learning benefits of Cognitive Tutors' forms of interactivity are supported, to varying extents, by a growing number of experimental studies. → Kenneth R. Koedinger 2007
Evidence¶
Kenneth R. Koedinger 2007¶
Kenneth R. Koedinger, Vincent Aleven. (2007). Exploring the Assistance Dilemma in Experiments with Cognitive Tutors. Educational Psychology Review. https://doi.org/10.1007/s10648-007-9049-0
q2 · i? · review · r2
The review's own synthesis statement about its body of reviewed experiments. It explicitly hedges the support as "to varying extents" and reports no pooled effect size in the supplied text.
"The learning benefits of these forms of interactivity are supported, to varying extents, by a growing number of results from experimental studies."
Discussion¶
Related Claims¶
- Platform-enabled experimentation research draws on multiple intellectual lineages, including intelligent tutoring systems, formative feedback, and exemplar platforms like ASSISTments — related
- Contingent scaffolding improves learning more than fixed or absent support. — a narrower finding that bears on this claim
- Supplemental computer-based spaced repetition activities nearly triple long-term vocabulary retention in EFL students compared with conventional instruction alone — related
- Human tutoring has a medium effect over no tutoring, and in one small study students learned as well when tutors only prompted them as when tutors also explained and gave feedback — related
- Schools using the ASSISTment formative assessment platform significantly outperformed matched schools on the state mathematics test — related
- Cognitive Tutor® Algebra I shows no discernible effects on general mathematics achievement for secondary students — reports the opposite
- Intelligent tutoring systems improve achievement over non-individualised instruction — a broader claim this one bears on
- Scaffolding improves learning — related
- DRL scaffolding significantly benefits high prior knowledge students while BKT does not, and condition-by-prior-knowledge interactions are not significant — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
cognitive-tutor-interactivity-benefits-varying-extents |
title |
Learning benefits of Cognitive Tutor interactivity are supported to varying extents by a growing body of experimental studies |
description |
Learning benefits of Cognitive Tutor interactivity are supported to varying extents by a growing body of experimental studies |
status |
review |
evidence_strength |
weak |
newest_evidence |
2007 |
generated |
by process:wiki-ingest on 2026-10-15 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — kenneth-r-koedinger-2007 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.