AI-TPACK dimensions are significantly and positively associated with college teachers' professional identity and AI literacy¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
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 i? AI-TPACK dimensions were significantly and positively associated with PI and AIL, supporting H8 and H11. → Bai X and Hsieh T-S 2026
Evidence¶
Bai X and Hsieh T-S 2026¶
Bai X and Hsieh T-S (2026) AI teaching innovation behavior among college teachers: a structural equation modeling analysis based on the AI-TPACK framework, teaching self-efficacy, professional identity, and AI literacy. Front. Psychol. 17:1834827. https://doi.org/10.3389/fpsyg.2026.1834827
q2 · i? · associational · r2
PLS-SEM path analysis in the same 898-teacher sample tested whether competence structures relate to the psychological factors. The article reports that "AI-TPACK dimensions were significantly and positively associated with college teachers' PI and AIL, supporting H8 and H11."
"The path analysis results indicate that AI-TPACK dimensions were significantly and positively associated with college teachers' PI and AIL, supporting H8 and H11."
Discussion¶
Related Claims¶
- Among AI-TPACK dimensions, all except AI technological knowledge and integrative AI-TPACK are significantly and positively associated with college teachers' AI teaching innovation behavior — related
- Teaching self-efficacy, professional identity, and AI literacy are each significantly associated with AI teaching innovation behavior, with additional links among the mediators — related
- AI literacy positively predicts AI-TPACK among Chinese pre-service science teachers — related
- AI-TPACK positively predicts science teaching self-efficacy among Chinese pre-service science teachers — related
- Professional identity and AI literacy partially mediate AI-TPACK associations with innovation behavior, while AI-TK and AI-TPACK show indirect-only mediation and TSE mediation is only partially supported — related
- Review reports that teachers' beliefs, attitudes and TPACK—not AI knowledge alone—mediate AI integration — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
ai-tpack-dimensions-associated-with-identity-and-ai-literacy |
title |
AI-TPACK dimensions are significantly and positively associated with college teachers' professional identity and AI literacy |
description |
AI-TPACK dimensions are significantly and positively associated with college teachers' professional identity and AI literacy |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — bai-x-and-hsieh-t-s-2026 |
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