The four acceptance profiles differ substantially in behavioral intention to use ChatGPT¶
Claim · All claims
Evidence · 1 study · associationalr?·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? The four latent profiles show large between-profile variance in behavioral intention, consistent with the configurational logic that combined construct patterns predict intention better than single constructs. → Pei-Hua Chen 2026
Evidence¶
Pei-Hua Chen 2026¶
Pei-Hua Chen, Hsin-Yu Lee, Yueh-Min Huang and Ting-Ting Wu. (2026). Unpacking the heterogeneity of pre-service teachers' ChatGPT acceptance: a latent profile analysis across STEM and non-STEM disciplines. International Journal of STEM Education. https://doi.org/10.1186/s40594-026-00634-x
q2 · i? · associational · r?
Results-section interpretation of the profile solution in the sample of 128 pre-service teachers, linking profile differences on AT, FC, and SI to "the large between-profile variance in behavioral intention". No effect size for this variance appears in the quoted Results text.
"profiles that differ substantially on these constructs are also likely to differ on BI, which may partly explain the large between-profile variance in behavioral intention."
Discussion¶
Related Claims¶
- Latent profile analysis of pre-service teachers' ChatGPT acceptance yields four highly distinguishable profiles, with Pragmatic Evaluators the largest (47.66%) — related
- Attitude, facilitating conditions, and social influence correlate most strongly with behavioral intention, while perceived ease of use correlates weakest — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
profiles-differ-in-behavioral-intention |
title |
The four acceptance profiles differ substantially in behavioral intention to use ChatGPT |
description |
The four acceptance profiles differ substantially in behavioral intention to use ChatGPT |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — pei-hua-chen-2026 |
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