Voice Assistants for Health Self-Management: Designing for and with Older Adults
Amama Mahmood, Shiye Cao, Maia Stiber, Victor Nikhil Antony, Chien-Ming Huang
Abstract
Supporting older adults in health self-management is crucial for promoting independent aging, particularly given the growing strain on healthcare systems. While voice assistants (VAs) hold the potential to support aging in place, they often lack tailored assistance and present usability challenges. We addressed these issues through a five-stage design process with older adults to develop a personal health assistant. Starting with in-home interviews (N = 17), we identified two primary challenges in older adult's health self-management: health awareness and medical adherence. To address these challenges, we developed a high-fidelity LLM-powered VA prototype to debrief doctor's after-visit summary and generate tailored medication reminders. We refined our prototype with feedback from co-design workshops (N = 10) and validated its usability through in-home studies (N = 5). Our work highlights key design features for personal health assistants and provides broader insights into desirable VA characteristics, including personalization, adapting to user context, and respect for user autonomy.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext d24c7aa8-881f-4bcd-a0c8-8a804636a06eCited by top-tier papers3
- With, not For: Co-Designing a Patient-Facing AI Companion Concept for the Emergency Department Waiting AreaJacobe Klein, Peter Sörries, Yasemin Mutlugil, Ceenu George et al.CHI 2026 · 4 citations
- Designing Around Stigma: Human-Centered LLMs for Menstrual HealthAmna Shahnawaz, Ayesha Shafique, Ding Wang, Maryam MustafaCHI 2026 · 3 citations
- Self-management for Chronic Illness: A Scoping Review on Designing Virtual Assistants for Patient-Centered CareAriane Lucchini, Alessandro Bozzon, Sara ColomboCHI 2026 · 2 citations
Builds on5
- Understanding the Benefits and Challenges of Deploying Conversational AI Leveraging Large Language Models for Public Health InterventionEunkyung Jo, Daniel A. Epstein, Hyunhoon Jung, Young-Ho KimCHI 2023 · 167 citations
- Talk2Care: An LLM-based Voice Assistant for Communication between Healthcare Providers and Older AdultsZiqi Yang, Xuhai Xu, Bingsheng Yao, Ethan Rogers et al.UbiComp 2024 · 116 citations
- "It's Kind of Like Code-Switching": Black Older Adults' Experiences with a Voice Assistant for Health Information SeekingChristina N. Harrington, Radhika Garg, Amanda T. Woodward, Dimitri WilliamsCHI 2022 · 99 citations
- Keep it Short: A Comparison of Voice Assistants' Response BehaviorGabriel Haas, Michael Rietzler, Matt Jones, Enrico RukzioCHI 2022 · 37 citations
- "Mango Mango, How to Let The Lettuce Dry Without A Spinner?": Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking PartnerSzeyi Chan, Jiachen Li, Bingsheng Yao, Amama Mahmood et al.CSCW 2025 · 4 citations
Related papers
- "They Make Us Old Before We're Old": Designing Ethical Health Technology with and for Older AdultsJianna So, Samantha Estrada, Matthew Jörke, Eva Bianchi et al.CSCW 2024 · 12 citations
- Designing Intelligent Voice Assistants for Older Adults' Collaborative Care: Exploring Supportive and Non-Supportive InteractionsPegah Karimi, Aqueasha Martin-HammondCSCW 2025 · 2 citations
- "Alexa is a Toy": Exploring Older Adults' Reasons for Using, Limiting, and Abandoning EchoMilka Trajkova, Aqueasha Martin-HammondCHI 2020 · 149 citations
- Building Community Capacity: Exploring Voice Assistants to Support Older Adults in an Independent Living CommunityYukta Karkera, Barsa Tandukar, Sowmya Chandra, Aqueasha Martin-HammondCHI 2023 · 26 citations
- Healthcare Voice AI Assistants: Factors Influencing Trust and Intention to UseXiao Zhan, Noura Abdi, William Seymour, Jose SuchCSCW 2024 · 39 citations
