aceYouth as Underrepresented Stakeholders in AI-Mediated Health Environments: A Bioethical Analysis of Regulatory Gaps
The integration of artificial intelligence (AI) into digital media and health information ecosystems-including large language model chatbots, AI-enabled mHealth applications, and algorithmically curated social media-is reshaping how adolescents encounter and interpret health-related content. While regulatory debates emphasize innovation and efficiency, insufficient attention has been paid to youth as stakeholders whose interests and perspectives are rarely represented in AI governance. This article offers a bioe…
Federal and state approaches to AI in the US insufficiently address adolescents' developmental interests and algorithmic risk, leaving youth largely absent from governance decisions about health information environments.
The work is a bioethical analysis of regulatory approaches rather than an empirical evaluation, so it does not measure actual health outcomes for adolescents or test whether the proposed governance mechanisms work.
Evidence
- Peer-reviewedJournal of Bioethical Inquiry2026-10-14
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Truvace Impact Record TRV-2026-1395, v1: “Youth as Underrepresented Stakeholders in AI-Mediated Health Environments: A Bioethical Analysis of Regulatory Gaps.” Truvace, 2026-10-15. /record/TRV-2026-1395 (accessed at citation time). sha256 d4296ef8b9c923d2…
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