Experts rated overall importance of AI in education higher than impact and challenge, but the differences were not statistically significant¶
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? Across the 15 themes, mean importance (M = 7.31) exceeded mean impact (M = 7.24) and challenge (M = 6.89), but the differences were not statistically significant, F(2, 42) = 0.91907, p > .05. → Rwitajit Majumdar 2026
Evidence¶
Rwitajit Majumdar 2026¶
Rwitajit Majumdar, Dirk Ifenthaler, Clara Schumacher, Enda Donlon, Hsiao-Ping Hsu, Jason Zagami, Maaike Heitink, Wolfgang Mueller. (2026). Fostering collaborative futures: Multidisciplinary approaches to AI integration in educational ecosystems. Computers and Education Open 11 (2026) 100405. https://doi.org/10.1016/j.caeo.2026.100405
q2 · i? · associational · r1
Inferential analysis of the Delphi survey ratings using R Statistics, tested at the .05 significance level. The article reports the omnibus comparison was "not significantly different, F(2, 42) = 0.91907, p > .05"; no effect size is printed.
"Overall, the importance (M = 7.31, SD = .913) of AI in education was rated higher than impact (M = 7.24, SD = .976) and challenge (M = 6.89, SD = .859), but they are not significantly different, F(2, 42) = 0.91907, p > .05."
Discussion¶
Related Claims¶
- Experts rate AI-related competences for learners and educators as the highest-impact and most important AI-in-education trend — a narrower finding that bears on this claim
- Automated formative assessment and feedback with AI agents ranks second-highest in impact with moderate perceived challenge — related
- Explainability/trustworthiness and accessibility/equal access of AI agents rank prominently in impact and importance but carry high challenge ratings — related
- Evolved teacher roles with AI agents rank high in impact but are rated among the most challenging themes, with a negative priority indicator — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
delphi-importance-impact-challenge-no-significant-difference |
title |
Experts rated overall importance of AI in education higher than impact and challenge, but the differences were not statistically significant |
description |
Experts rated overall importance of AI in education higher than impact and challenge, but the differences were not statistically significant |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — rwitajit-majumdar-2026 |
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