A 2025-2026 survey of 211 educators in nine countries identified 50 unique generative AI tools meeting inclusion criteria across nine categories¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2026 · 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? An international survey of 211 educators from 9 countries yielded 50 unique generative AI tools, each reported by two or more educators, arranged into nine categories. → Matt Bower 2026
Evidence¶
Matt Bower 2026¶
Matt Bower, Jodie Torrington, Jennifer W. M. Lai. (2026). 2026 Typology of Generative AI Tools for Education. https://bit.ly/2026GenAITypologyData doi:10.35542/osf.io/4eqrk_v1
q2 · i? · associational · r1
Observational survey study reported in the Introduction: a Generative AI Pedagogies and Technologies Questionnaire distributed via LinkedIn and Facebook professional networks collected "a total of 211 completed responses by educators from 9 countries". No effect sizes are reported; the finding is descriptive.
"There were a total of 211 completed responses by educators from 9 countries, representing elementary school, high school and higher education."
Discussion¶
Related Claims¶
- Typology tools are ordered by educator-reported frequency of use within each category — related
- The survey instrument's nine constructs show convergent and discriminant validity in this sample — related
- AI readiness is the strongest predictor of K-12 teachers' positive beliefs about GenAI's instructional impact, with the model explaining 50% of variance — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
211-educators-survey-50-genai-tools-nine-categories |
title |
A 2025-2026 survey of 211 educators in nine countries identified 50 unique generative AI tools meeting inclusion criteria across nine categories |
description |
A 2025-2026 survey of 211 educators in nine countries identified 50 unique generative AI tools meeting inclusion criteria across nine categories |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — matt-bower-2026 |
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