Content knowledge is not significantly associated with self-perceived knowledge in any technology-integrated GenAI domain¶
Claim · All claims
Evidence · 1 study · associationalr2·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? CK correlations with TK, TPK, TCK, and TPACK were r = .11–.15 and did not reach statistical significance (p > .05). → Sutedjo A 2026
Evidence¶
Sutedjo A 2026¶
Sutedjo A, Chowdhury M and Liu SP (2026) Assessing faculty self-perceived knowledge in using generative AI to teach 21st-century skills. Front. Educ. 11:1913310. https://doi.org/10.3389/feduc.2026.1913310
q2 · i? · associational · r2
Pearson correlation analysis (Table 8) in the 127-faculty survey. The article states this "decoupling indicates that depth of subject matter expertise was unrelated to GenAI-related self-perceived knowledge."
"the correlation analysis revealed that CK does not significantly predict self-perceived knowledge in any technology-integrated domain (r < .15 for CK–TK, CK–TPK, CK–TCK, and CK–TPACK; all ns)."
Discussion¶
Related Claims¶
- Review reports that teachers' beliefs, attitudes and TPACK—not AI knowledge alone—mediate AI integration — the general claim this finding bears on, with the studies behind it
- Technological knowledge of GenAI is strongly associated with self-perceived knowledge in technology-integrated domains — related
- The three technology-integrated TPACK domains intercorrelate so strongly (r = .81–.91) that they may function as a single factor in this faculty population — related
- Faculty report high self-perceived knowledge in traditional TPACK domains but substantially lower self-perceived knowledge in technology-integrated GenAI domains — related
- Expert perceptions reveal a developmental asymmetry in which content knowledge outweighs integrated pedagogical capacity in AI education — reports the opposite
- AI-TK contributes to AI-TPACK only indirectly through AI-TPK and AI-TCK, which positively predict AI-TPACK — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
content-knowledge-not-associated-genai-integration |
title |
Content knowledge is not significantly associated with self-perceived knowledge in any technology-integrated GenAI domain |
description |
Content knowledge is not significantly associated with self-perceived knowledge in any technology-integrated GenAI domain |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — sutedjo-a-2026 |
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