Children described the chatbot in five themes — knowledge, utility, fun, smart, and limitations — and showed varied, partial understanding of how it works¶
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Evidence · 1 study · designr2·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person
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Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
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q2 i? Open-ended survey responses coded into five themes, and a multiple-choice item showed children held varied, partially correct models of the chatbot's mechanism. → Saniya Vahedian Movahed and Fred Martin 2025
Evidence¶
Saniya Vahedian Movahed and Fred Martin 2025¶
Saniya Vahedian Movahed and Fred Martin. (2025). Ask Me Anything: Exploring children's attitudes toward an age-tailored AI-powered chatbot. arXiv. https://arxiv.org/abs/2502.14217 doi:10.48550/arxiv.2502.14217
q2 · i? · design · r2
From 25 written responses to "How would you describe AMA to your friends?", co-author coding "producing five themes: knowledge, utility, fun, smart, and limitations"; a separate mechanism item drew 32 selections from 31 surveys, with most choosing 'smart computer program that learns from questions and answers'.
"These responses (samples below) were coded by the two co-authors, producing five themes: knowledge, utility, fun, smart, and limitations:"
Discussion¶
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Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
children-describe-chatbot-five-themes |
title |
Children described the chatbot in five themes — knowledge, utility, fun, smart, and limitations — and showed varied, partial understanding of how it works |
description |
Children described the chatbot in five themes — knowledge, utility, fun, smart, and limitations — and showed varied, partial understanding of how it works |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — saniya-vahedian-movahed-and-fred-martin-2025 |
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