"Where is this coming from?" Uncovering Trustworthiness Ideals in AI-powered Peripartum Information Seeking

Vaibhav Balloli; Julia Erickson; Xinyi Li; Erin MacMurray van Liemt; Alex Friedman Peahl; Elizabeth Bondi-Kelly

doi:10.1145/3805689.3812277

Figure from “"Where is this coming from?" Uncovering Trustworthiness Ideals in AI-powered Peripartum Information Seeking”

Summary

Conduct focus groups to understand the role of AI-enabled information provision in the current health ecosystem and the trustworthiness and governance expectations of stakeholders.

How this fits together

Extended by RELIANCE: Curating and Evaluating Reproductive Health Information on Social Media
Extended by PATHFinder Agent for Tailored Prenatal Care

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Topics

AI for Health

Cite this paper

@inproceedings{balloli2026sociotechnical,
  title          = {``Where is this coming from?'' Uncovering Trustworthiness Ideals in {AI}-powered Peripartum Information Seeking},
  author         = {Balloli, Vaibhav and Erickson, Julia and Li, Xinyi and MacMurray van Liemt, Erin and Friedman Peahl, Alex and Bondi-Kelly, Elizabeth},
  booktitle      = {Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency},
  year           = {2026},
  doi            = {10.1145/3805689.3812277},
  url            = {https://doi.org/10.1145/3805689.3812277},
  eprint         = {2606.10158},
  archivePrefix  = {arXiv},
  primaryClass   = {cs.HC}
}

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