Youth hold varied attitudes toward generative AI, with non-users citing concerns about helpfulness, academic integrity, knowledge, privacy, and awareness¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person · recheck by 2030: baselines and conditions change
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? In a 2024 survey, youth who do not use generative AI cited concerns about helpfulness (34%), academic integrity (24%), lack of knowledge (23%), privacy (22%), and awareness (20%). → Digital Promise 2025
q2 i? Youth seek guidance from educators on responsible AI use that fosters understanding rather than simply imposing restrictions. → Digital Promise 2025
Evidence¶
Digital Promise 2025¶
Digital Promise. (2025). AI Literacy in PK-12 Education. https://digitalpromise.dspacedirect.org/items/19fd2afb-0811-4e48-90d9-0ad6c9887a1a doi:10.51388/20.500.12265/269
q2 · i? · review · r2
Survey data reported in the learner-gaps section: non-using youth cited "concerns about helpfulness (34%)" and other reasons, with all five percentages printed. The brief also notes upper elementary fourth graders recognized both benefits and concerns like cyberhacking and surveillance. Descriptive percentages only.
"A 2024 survey revealed that youth who do not use generative AI (GenAI) cited concerns about helpfulness (34%), academic integrity (24%), lack of knowledge (23%), privacy (22%), and awareness (20%)"
Discussion¶
Related Claims¶
- Academic integrity, professional development, and equity concerns about AI span all surveyed units, though interpreted differently — related
- Student-facing AI raises serious wellbeing, equity, and safety concerns, and some educators express more confidence in teacher-facing tools — related
- Students raised four categories of concern about potential misuse of MMLA data: judgment, privacy, career impact, and academic integrity — related
- Students' reservations about AI feedback centre on trustworthiness (data privacy) and goodwill (impersonal, demotivating feedback) — related
- An AI browser's refusal on academic integrity grounds was bypassed with a single unverified claim of instructor status — related
- Curiosity about AI shifted between pre- and post-survey, from 71% to 50%, which the authors interpret as a move from diffuse curiosity to concrete critical engagement — related
- Non-users cite lack of training, distrust of responses, preference for teaching staff, academic-integrity fear and lack of interest as reasons for not using chatbots — related
- Nursing academics hold divergent attitudes toward GenAI, from scepticism to pragmatic acceptance, and worry it may replace rather than support student learning — related
- PGR students strongly opposed uploading human-participant or sensitive qualitative data to GenAI platforms or using GenAI to interpret such data — related
- Students hold generally positive attitudes toward Gen AI-assisted problem posing, with a minority mixed or negative — related
- Surveys show young adults are the heaviest educational ChatGPT users and most worry about data privacy — related
- Journalism students already use GenAI strategically but hold deep concerns about accuracy, originality and disclosure — related
- Students express concerns about GenAI, with non-users (never/rarely) significantly more concerned than other users, and concerns uncorrelated with knowledge — related
- Students express willingness to integrate GenAI in learning and future careers, and willingness correlates with knowledge and frequency of use — related
- AI literacy and formal AI training remain low among nursing and health-professions students, though attitudes are largely positive — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
youth-genai-attitudes-and-concerns |
title |
Youth hold varied attitudes toward generative AI, with non-users citing concerns about helpfulness, academic integrity, knowledge, privacy, and awareness |
description |
Youth hold varied attitudes toward generative AI, with non-users citing concerns about helpfulness, academic integrity, knowledge, privacy, and awareness |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
recheck_by |
2030 |
generated |
by process:wiki-ingest on 2026-10-09 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — digital-promise-2025 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.