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Integrating generative artificial intelligence in K–12 education: Examining teachers’ preparedness, practices, and barriers
Open accessAbstract
Despite the growing body of research on developing K-12 teachers' generative AI (GenAI) knowledge and skills, its integration into daily teaching practices remains underexplored. Using a snowball sampling method, this study examined the preparedness, practices, and barriers encountered by 89 U.S. teachers in the state of Idaho. Participants were predominantly White, female teachers serving in rural schools. A mixed-methods analysis of survey responses revealed that teachers were generally underprepared for integrating GenAI, with fewer than half incorporating it into their educational practices. Unlike the widespread classroom integration patterns observed with general educational technologies, teachers in this study tended to use GenAI for out-of-classroom duties (i.e., lesson preparation, assessment, and administrative tasks) rather than for real-time teaching and learning. These preferences could be attributed to key barriers teachers faced, including doubts about GenAI's ability to manage risks (i.e., technology value beliefs), reduced human interaction in instruction (i.e., pedagogical beliefs), ethical considerations, and the absence of policies and guidance. This study highlights the need to develop support systems and targeted policies to facilitate teachers' GenAI integration, offering implications for Idaho's education system and the broader U.S. context.
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“Teachers and parents are likewise introducing conversational AI into classrooms and homes-to generate teaching materials, orchestrate chained questioning, co-author stories, and automate grading [8,9].”
From A Systematic Review of Generative AI in K–12: Mapping Goals, Activities, Roles, and Outcomes via the 3P Model (2025) · cites this paper as [8]
In the citing paper
“Yet systematic frameworks that verify how well GenAI addresses these varied needs are still scarce [8].”
From A Systematic Review of Generative AI in K–12: Mapping Goals, Activities, Roles, and Outcomes via the 3P Model (2025) · cites this paper as [8]
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Metadata
- Authors
- Cheah, Y. H., Lu, J., & Kim, J.
- Affiliations
- University of Idaho (US)
- Corresponding author
- Cheah, Yin Hong
- Venue
- Computers and Education: Artificial Intelligence
- Publisher
- Elsevier BV
- Published
- 2025-06
- Volume
- 8
- Pages
- 100363
- ISSN
- 2666-920X (ISSN-L)
- OpenAlex
- W4406107150
- Semantic Scholar
- d3763ddd57df3b216c4d2844777a1d04d62bb1c2
- Cited by
- 134
- References
- 87
- Citations by year
- 2026: 87 · 2025: 47
- FWCI
- 86.14
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Computers and Education Artificial Intelligence (publishedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- University of Idaho
- Topics
- Social Sciences › Education › Artificial Intelligence in Education
- Social Sciences › Education › Education and Technology Integration
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Keywords
- generative AI, K-12 education, teacher readiness, AI in teaching, teacher practices, AI adoption barriers, rural schools, pedagogical beliefs, AI ethics, AI policy, lesson planning, Idaho
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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