GAI in K-12 education offers opportunities to personalize learning, motivate students, improve assessment, and introduce innovative teaching practices¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2025 · 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 review's synthesis of 197 studies indicates GAI offers significant opportunities to personalize learning experiences, motivate students, improve assessment methods, and introduce innovative and immersive teaching practices. → Marzano 2025
Evidence¶
Marzano 2025¶
Marzano, D. (2025). Generative Artificial Intelligence (GAI) in Teaching and Learning Processes at the K-12 Level: A Systematic Review. Technology, Knowledge and Learning. https://doi.org/10.1007/s10758-025-09853-7
q2 · i? · review · r2
Systematic review (PRISMA) of 197 studies published 2016–2024 on GAI in K-12 education; the abstract states the review "offers significant opportunities to personalize learning experiences, motivate students, improve assessment methods". Narrative synthesis, no pooled effect sizes reported.
"The findings of the review indicate that GAI offers significant opportunities to personalize learning experiences, motivate students, improve assessment methods, and introduce innovative and immersive teaching practices."
Discussion¶
Related Claims¶
- Research on AI and GAI in education surged after ChatGPT's late-2022 release, with 54% of reviewed articles published in 2023 — related
- Study effect sizes are heterogeneous (I² reported as 83.197%), so a random-effects model is used for the summary effect — related
- The GAI-in-K-12 literature lacks concrete studies, experiments beyond STEM, and practical examples for daily teaching — related
- An innovation foreign to the rest of its system tends to be rejected; lasting change needs a coordinated bundle of innovations. — related
- AI integration is associated with improvements in teaching, learning, and administrative efficiency in higher education when supported by adequate infrastructure — related
- AI-supported adaptive systems are reported to enhance adult learner engagement, motivation, and outcomes when aligned with learner goals and prior knowledge — related
- GenAI is reshaping assessment practices in computer science education through automation, scalability, and personalized feedback — related
- The educational value of GAI is contingent on pedagogical integration, not on the technology itself — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
gai-k12-personalization-assessment-opportunities |
title |
GAI in K-12 education offers opportunities to personalize learning, motivate students, improve assessment, and introduce innovative teaching practices |
description |
GAI in K-12 education offers opportunities to personalize learning, motivate students, improve assessment, and introduce innovative teaching practices |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — marzano-2025 |
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