A multi-site randomized controlled trial found Woot Math's adaptivity contributed significant effects in learning and retention¶
Claim · All claims
Evidence · 1 study · causalr?·q3
Currency · newest study 2015 · not yet checked against its sources · not reviewed by a person
Evidence quality · No study behind this claim is a peer-reviewed article with a DOI: it rests on a source with no registered publication record (a web page, book or unpublished report). It is kept because 2 design pages cite it; treat it as a lead to check, not an established finding.
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.
q3 i? Woot Math reports that a multi-site randomized controlled trial demonstrated its adaptivity feature contributed significant effects in student learning and retention. → Digital Promise 2015
Evidence¶
Digital Promise 2015¶
Digital Promise. (2015). Using Research in Ed Tech: The what, how, and why of research-based product development. https://digitalpromise.dspacedirect.org/items/f25f7b43-06d9-4732-908b-7409f79b0a91
q3 · i? · causal · r?
Company-reported evaluation study: Woot Math, funded by an NSF SBIR grant, conducted a multi-site randomized controlled trial of its adaptivity feature. The company reports "significant effects in learning and retention" and claims the results "establish a causal relationship"; no effect sizes or sample sizes are printed in the guide.
"We conducted a multi- site randomized controlled trial that demonstrated that Woot Math’s adaptivity (i.e., its ability to adjust to a student’s needs) contributed significant effects in learning and retention."
Discussion¶
Related Claims¶
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Intelligent tutoring systems improve achievement over non-individualised instruction — the general claim this finding bears on, with the studies behind it
- In a large multi-site cluster randomized study, BARR improved PSAT/NMSQT math scores in one cohort but the second cohort performed similarly to comparison students
- Cross-site standard deviations of ITT effects were estimated for education and workforce interventions using data from 16 large multisite randomized controlled trials — related
- A randomized controlled trial with 86 K-12 students found a significant gain in self-regulated-learning strategy use from agentic coaching systems — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
woot-math-rct-adaptivity-significant-effects |
title |
A multi-site randomized controlled trial found Woot Math's adaptivity contributed significant effects in learning and retention |
description |
A multi-site randomized controlled trial found Woot Math's adaptivity contributed significant effects in learning and retention |
status |
review |
evidence_strength |
weak |
newest_evidence |
2015 |
generated |
by process:wiki-ingest on 2026-10-09 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — digital-promise-2015 |
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