Can You Keep a Secret? Exploring AI for Care Coordination in Cognitive Decline

dc.contributor.authorAlicia
dc.contributor.authorLee
dc.contributor.authorChang, Mai Lee
dc.contributor.authorMandava, Sreehana
dc.contributor.authorDeshields, Destiny
dc.contributor.authorSimão, Hugo
dc.contributor.authorSteinfeld, Aaron
dc.contributor.authorForlizzi, Jodi
dc.contributor.authorZimmerman, John
dc.date.accessioned2026-01-22T16:18:27Z
dc.date.issued2025-12-14
dc.description.abstractThe increasing number of older adults who experience cognitive decline places a burden on informal caregivers, whose support with tasks of daily living determines whether older adults can remain in their homes. To explore how agents might help lower-SES older adults to age-in-place, we interviewed ten pairs of older adults experiencing cognitive decline and their informal caregivers. We explored how they coordinate care, manage burdens, and sustain autonomy and privacy. Older adults exercised control by delegating tasks to specific caregivers, keeping information about all the care they received from their adult children. Many abandoned some tasks of daily living, lowering their quality of life to ease caregiver burden. One effective strategy, piggybacking, uses spontaneous overlaps in errands to get more work done with less caregiver effort. This raises the questions: (i) Can agents help with piggyback coordination? (ii) Would it keep older adults in their homes longer, while not increasing caregiver burden?
dc.description.sponsorshipThis research is supported by the National Science Foundation (IIS-2112633).
dc.description.urihttp://arxiv.org/abs/2512.12510
dc.format.extent13 pages
dc.genrejournal articles
dc.genrepreprints
dc.identifierdoi:10.13016/m2uw6s-ri0n
dc.identifier.urihttps://doi.org/10.48550/arXiv.2512.12510
dc.identifier.urihttp://hdl.handle.net/11603/41450
dc.language.isoen
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Student Collection
dc.relation.ispartofUMBC Mechanical Engineering Department
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.subjectComputer Science - Artificial Intelligence
dc.subjectComputer Science - Human-Computer Interaction
dc.titleCan You Keep a Secret? Exploring AI for Care Coordination in Cognitive Decline
dc.typeText
dcterms.creatorhttps://orcid.org/0009-0005-6332-9481

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
2512.12510v1.pdf
Size:
6.4 MB
Format:
Adobe Portable Document Format