ArticleEuropean geriatric medicine2025
Wearable sensors for monitoring caregivers of people with dementia: a scoping review.
Article in European geriatric medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed.
- Artificial intelligence in dementia care: challenges, controversies, and policy implications.Frontiers in dementia · 2026Article
- Dementia Caregivers' Perspectives on Technology's Place in Care Practices: Mixed Methods Survey.JMIR formative research · 2025Article
- Beyond the Sleep Lab: A Narrative Review of Wearable Sleep Monitoring.Bioengineering (Basel, Switzerland) · 2025Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
Abstract
purposeCaregivers of people with dementia often face a demanding care burden that may lead to adverse physical and psychological outcomes. Wearable sensors are becoming a valuable tool for preventive care. We aimed to provide the first systematic map of the published evidence on the use of wearable sensors to monitor caregivers of people with dementia.
methodsWe developed a scoping review protocol following the PRISMA-ScR guidelines. The searches were conducted on PubMed, Scopus, Web of Science, PsycInfo, and IEEE.
resultsWe identified 1394 articles and selected 37 reports. Sleep measures were the outcome most frequently evaluated (28/37). Among these reports, eight assessed the effectiveness of different interventions targeting both caregivers and care-receivers and found no improvement in caregivers' sleep; three compared the sleep of caregivers of people with dementia with controls, with conflicting results; five focused on depressive symptoms; and four associated these symptoms with shorter sleep duration and greater sleep fragmentation and sleep latency. A single device was used in 33 reports and sensors were most commonly placed at the wrist (33/37). Most studies monitored caregivers for 1 or more weeks (27/37).
conclusionWearable sensors were mainly used to monitor sleep in informal caregivers of people with dementia based on wrist accelerometry for 1 or more weeks, with conflicting results. There is a need for targeted studies with adequate control groups to identify factors associated with sleep alterations in informal and formal caregivers of people with dementia, leveraging multi-sensor setups with the inclusion of autonomic nervous system metrics.
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Registered trials
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