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Potential Application Value and Needs of Using Generative AI Videos for Health Management for Older Adults:
Ting Liu1, Yiming Taclis Luo1, Zhenni He1
1Faculty of Applied Sciences, Macao Polytechnic University, Rua de Luís Gonzaga Gomes, Macao, Macao, 85385993815.
JMIR Aging
|March 11, 2026
Summary
Generative artificial intelligence (GenAI) videos show promise for older adults
Area of Science:
- Geriatric Health Technology
- Human-Computer Interaction
- Digital Health Literacy
Background:
- Global population aging necessitates accessible health knowledge for older adults.
- Generative artificial intelligence (GenAI) videos offer potential for enhanced geriatric health management.
- In-depth investigation is needed on GenAI video potential and older adults' specific needs for health purposes.
Purpose of the Study:
- To explore the application potential of GenAI videos for older adults' health information acquisition and management.
- To identify the multifaceted needs of older adults when using GenAI videos for health.
- To provide actionable recommendations for developing aging-friendly GenAI video tools.
Main Methods:
- Qualitative approach utilizing iterative GenAI video workshops with 20 older adults (≥60 years) possessing basic digital literacy.
- Semistructured interviews were conducted to gather in-depth user experiences and perspectives.
- Thematic analysis, following Braun and Clarke's 6-phase framework, was employed to identify key themes.
Main Results:
- A 3-layer hierarchical structure of needs was identified: technical accessibility, age-friendly design, and integration with professional resources.
- Technical accessibility barriers hinder independent operation of GenAI tools by older adults.
- Age-friendly design adaptations and integration with professional medical information are crucial for effective health management using GenAI videos.
Conclusions:
- GenAI videos present significant opportunities and challenges for older adults' health self-management.
- Existing gaps in technical capabilities, service innovation, localization, and resource integration limit GenAI video adoption by older adults.
- Addressing these gaps is essential for improving health outcomes and increasing the acceptance of GenAI health videos among the aging population.
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