Educational background relates only to the personal-experiences dimension of AI perception, with master's degree holders scoring higher than bachelor's degree holders¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2031: baselines and conditions change
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? A statistically significant difference by educational background appeared only in the personal-experiences dimension, where teachers with a master's degree reported higher scores than those with a bachelor's degree. → Ciğercci FM and Uygun N 2026
Evidence¶
Ciğercci FM and Uygun N 2026¶
Ciğercci FM and Uygun N (2026). Evaluation of primary school teachers' use and perceptions of artificial intelligence in primary school mathematics instruction: a mixed-methods study. Front. Psychol. 17:1741116. https://doi.org/10.3389/fpsyg.2026.1741116
q2 · i? · associational · r1
One-way ANOVA by educational level in the quantitative phase (N = 302). The article reports no statistically significant differences in the other dimensions and cautions that descriptively higher doctoral means were not significant given the small subgroup.
"Educational background was associated with a statistically significant difference only in the personal-experiences dimension, where teachers with a master's degree reported higher scores than those with a bachelor's degree."
Discussion¶
Related Claims¶
- Teacher experience and credentials relate to evaluation scores, with credential differences appearing only on observations — related
- Physical education teachers studying in a graduate program endorse progressivism, perennialism and essentialism more than teachers with an undergraduate degree — related
- Primary school teachers report moderately positive overall perceptions of AI in mathematics instruction, with willingness and attitudes higher than personal experience — related
- Earlier and mid-career teachers report more positive AI perceptions than teachers with 21 or more years of experience, except in personal experiences — related
- Prior AI-related training is associated with higher perception scores in the overall score and the willingness, attitudes, and personal-experiences dimensions — related
- Syntea usage is slightly higher among Bachelor's (58.17%) than Master's students (54.25%), possibly reflecting program structure rather than acceptance — related
- Higher educational attainment is associated with more positive evaluations of international cooperation efforts — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
educational-background-limited-ai-perception-effect |
title |
Educational background relates only to the personal-experiences dimension of AI perception, with master's degree holders scoring higher than bachelor's degree holders |
description |
Educational background relates only to the personal-experiences dimension of AI perception, with master's degree holders scoring higher than bachelor's degree holders |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
recheck_by |
2031 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — ciğercci-fm-and-uygun-n-2026 |
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