Teachers' technology acceptance follows the TAM: perceived usefulness, perceived ease of use, and attitude toward technology predict technology integration, moderated by organizational, technological, and individual factors¶
Claim · All claims
Evidence · 1 study · reviewr2·q3
Currency · newest study 2022 · 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.
q3 i? Scherer and Teo's (2019) meta-analysis concludes all relations within the TAM exhibit statistical significance, validating PU, PEOU, and ATT in predicting technology integration. → Olivia Wohlfart 2022
Evidence¶
Olivia Wohlfart 2022¶
Olivia Wohlfart, Ingo Wagner. (2022). Teachers' role in digitalizing education: an umbrella review. Education Tech Research Dev. https://doi.org/10.1007/s11423-022-10166-0
q3 · i? · review · r2
The umbrella review reports this meta-analysis of 46 correlation matrices on in-service and preservice teachers; attitude towards technology was the most prominent factor across reviews (n = 8), with PU (n = 3) and PEOU (n = 2). No effect size is printed.
"In their meta-analysis, Scherer and Teo (2019) conclude that all relations within the TAM exhibit statistical significance, and they note the validity of PU, PEOU, and ATT in predicting technology integration."
Discussion¶
Related Claims¶
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- Behavioural intention to use GenAI tools significantly predicts in-service teachers' self-reported pedagogical digital competence for curriculum planning — related
- Teachers perceived OUA as useful and easy to use, with positive cognitive evaluations suggesting low academic resistance — related
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- Students' willingness to accept learning analytics systems is moderately predicted by their attitudes toward data control and sharing — a narrower finding that bears on this claim
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- The extended TAM model explains 42.3% of the variance in intention to use mobile library applications — a narrower finding that bears on this claim
- Pre-service teachers' attitudes towards ICT (in education) and ease of use positively impact their ICT competence for educational practice — a narrower finding that bears on this claim
- Perceived usefulness, rather than perceived ease of use, was the primary predictor of LLM adoption across TAM-based studies — a narrower finding that bears on this claim
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by process:wiki-ingest on 2026-10-29 |
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