ArticleThe Gerontologist2026
Ethical considerations in home monitoring technologies for persons living with cognitive impairment: a scoping review.
Article in The Gerontologist, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- Systematic Co-Design of Artificial Intelligence-Enabled Innovations for Healthy Aging: A Demonstration Study Involving Socially Assistive Robots for Dementia Care.International journal of environmental research and public health · 2026Article
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Authors and funding
13 authors.
Funding
Abstract
BACKGROUND AND
objectivesAs the global population of people living with cognitive impairment grows, Home Monitoring Technologies (HMTs), such as cameras, motion sensors, wearable trackers, and artificial intelligence enabled ones are increasingly used to enhance safety and support aging in place. However, these technologies raise ethical concerns, particularly regarding privacy, autonomy, trust, and transparency. This scoping review explores these ethical implications and identifies key themes to inform future research, practice, and policy development. RESEARCH DESIGN AND
methodsFollowing Arksey and O'Malley's scoping review framework, systematic searches were conducted in PubMed, EMBASE, CINAHL, and PsycINFO (Arksey & O'Malley (2005). Scoping studies: Towards a methodological framework. International Journal of Social Research Methodology, 8, 19-32). Studies were included if they examined HMTs for people living with cognitive impairment and addressed ethical concerns. Our eight central themes were derived inductively during data synthesis, and the Rubeis' 4D Risks Framework offered a valuable conceptual scaffold to organize and interpret the broader patterns of ethical risk.
resultsA total of 110 publications from 30 countries were reviewed. Ethical concerns were identified in each of the 4 areas of the framework, including privacy violations, loss of autonomy, erosion of trust, and unintended consequences such as social isolation and reduced human interaction. Person-centered design approaches, which engage both people with cognitive impairment and caregivers, were identified as crucial for mitigating risks and fostering ethical implementation. DISCUSSION AND IMPLICATIONS: Findings underscore the need for evidence-informed guidelines that explicitly incorporate ethical frameworks to ensure consideration of the balance of health and safety with autonomy and dignity.
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Registered trials
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