Claims

Participation in the short INSIGHT training session is associated with a significant pre-post increase in teachers’ perceived ease of use of AI-based technologies

Claim · All claims
Evidence · 1 study · design r2 · q2 · i1 small
Currency · newest study 2026 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · 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 i1 Teachers’ perceived ease of use of AI-based technologies increased significantly from pre- to post-test following INSIGHT, with a small effect (d = −0.25 as printed). → Mesenhöller J and Böhme K 2026

Evidence

Mesenhöller J and Böhme K 2026

Mesenhöller J and Böhme K (2026). Empowering teachers to use AI for differentiation: changes in teachers’ acceptance of AI-based technologies following participation in a short professional development training session. Front. Educ. 11:1875856. https://doi.org/10.3389/feduc.2026.1875856

q2 · i1 · design · r2

Paired-samples t-test on the SAELKIS PEOU subscale in the same pilot pre-post evaluation (N = 100). The article reports PEOU "increased significantly" with the printed statistics; pre-test PEOU was M = 2.85 (SD = .72), post-test M = 2.99 (SD = .58).

"PEOU also increased significantly, t(99) = −2.47, p = .015, mean difference = −0.13, 95% CI [−0.24, −0.03], d = −0.25, 95% CI [−0.45, −0.05]."

Discussion

Learner Variables

Page metadata
Field Value
type claim
id insight-training-increases-perceived-ease-of-use-ai
title Participation in the short INSIGHT training session is associated with a significant pre-post increase in teachers’ perceived ease of use of AI-based technologies
description Participation in the short INSIGHT training session is associated with a significant pre-post increase in teachers’ perceived ease of use of AI-based technologies
status review
evidence_strength weak
newest_evidence 2026
source_checked 2026-10-20
generated by process:wiki-ingest on 2026-10-11
trust unverified — no one has confirmed this page's content
sources 1 — mesenhöller-j-and-böhme-k-2026

Frontmatter is the page's machine-readable record — see the Schema & Guide.