Evidence¶
Research synthesis for partner review, funding proposals, publications, and product methodology. Every claim cites a source.
- SDOH in Caregiving: Evidence base for applying social determinants of health to family caregivers
- SMS Accessibility: Why GiveCare uses SMS. Accessibility evidence for the highest-stress moments.
- Market Gap: 63M caregivers and $60B in unclaimed benefits, with a review of competing products
- Multi-Turn Safety Failures: Why AI chatbots fail in sustained conversations and what this means for caregiving
- Crisis Detection Frameworks: How five clinical/regulatory authorities layer into InvisibleBench's safety gate
- Regulatory Landscape: Matrix of 10 statutes + FDA guidance governing caregiver AI
- Belonging, Empathy, and Regard: Theoretical foundation for InvisibleBench's communication quality dimension
- Benefits Automation: From Rules as Code to caregiver discovery: the research and the gap
- Dementia Caregiver Interventions: RCT evidence for psychosocial support, the NYUCI trial, the five characteristics of effective interventions, and the mind-care framing
- Federal Caregiver Policy: The U.S. policy arc from OAA Title III-B through the 2022 National Caregiver Strategy, and how GiveCare aligns with the identify / assess / connect frame and the field-level research priorities
- Care in Culture: How rarely care appears on screen, and a catalog of films, television, documentary, and music that depict a care situation