Evidence map›Paper›PMID 42490546›Full record

ArticleJournal of medical Internet research2026

Using Wearable Devices to Monitor Activity and Sleep in Inpatients With Parkinson Disease With and Without Delirium: Feasibility and Acceptability Study.

Gemma Louise Bate, Florence Gerakios, Alison Jane Yarnall, Sarah J Richardson, Laura Wright, John-Paul Taylor, David John Burn, Glenn Stebbins, Louise M Allan, Silvia Del Din and 1 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Gemma Louise Bate *Translational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0002-8588-6124
Florence Gerakios *Translational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0001-7162-8928
Alison Jane YarnallTranslational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0002-3126-9163
Sarah J RichardsonTranslational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0002-5771-1845
Laura WrightTranslational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0002-0558-7811
John-Paul TaylorTranslational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0001-7958-6558
David John BurnTranslational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0001-7658-1209
Glenn StebbinsRush University Medical Center, Chicago, IL, United States.ORCID http://orcid.org/0000-0001-7905-9336
Louise M AllanCentre for Research in Ageing and Cognitive Health, University of Exeter, Exeter, United Kingdom.ORCID http://orcid.org/0000-0002-8912-4901
Silvia Del DinTranslational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0003-1154-4751
Rachael Ashleigh LawsonTranslational and Clinical Research Institute, Newcastle University, 2nd Floor Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, England, NE4 5PL, United Kingdom, 44 1912081277.ORCID http://orcid.org/0000-0003-2608-8285

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Delirium is a serious condition characterized by an acute change in attention, arousal, and sleep disturbance. It is common in inpatients with Parkinson disease (PD) but is frequently missed or misidentified due to overlapping symptoms, such as cognitive impairment, hallucinations, and sleep disturbances. While clinical tools often measure only a snapshot of delirium, wearable devices could facilitate the identification and ongoing monitoring of delirium, including continuous assessment of activity and sleep patterns, which are frequently disrupted. Establishing feasibility is essential before wearable technologies can be implemented in routine clinical care. Objective: This study aimed to determine the feasibility and acceptability of using wearable devices in inpatients with PD, with and without delirium. Methods: Participants were recruited from an ongoing prospective cohort study comprising inpatients with PD. Delirium was diagnosed using the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) criteria and assessed daily. Participants were invited to wear Axivity AX6 devices attached to their lumbar region (lower back) and/or wrist for up to 7 days. Feasibility was assessed in terms of recruitment, device placement, nonsecurement, wear time, and compliance. Acceptability, practicality, and clinical constraints were recorded and compared between groups. Results: Participants were predominantly older adults with advanced PD and high levels of frailty and cognitive impairment. The wearable device recruitment rate was 75.4% (46/61), comprising 68 admissions. Delirium was identified in 64.7% (44/68) of admissions. The wrist-worn device showed greater participant acceptability, with 98.5% (67/68) of participants wearing a device on the wrist compared to 38.2% (26/68) of participants wearing a lumbar device (25/68, 36.8%, wore both). Wrist placement was more practical, rated as "somewhat" or "very easy" to secure in 95.5% (64/67) of cases compared to 69.2% (18/26) for lumbar placement (P<.001). Clinical constraints such as injury or pain and low level of arousal were associated with lumbar nonsecurement. These findings indicate that wrist-worn devices are more practical and acceptable in acutely unwell patients. Wear time compliance for both placements tended to be lower in delirium cases but comparable overall (>83% for each location, P>.05). Conclusions: This is the first study to evaluate the feasibility of using wearable devices in inpatients with PD with and without delirium. Wearable devices were feasible, and the wrist-worn devices demonstrated greater participant acceptability and practicality, with fewer clinical constraints. These findings provide important guidance for the design and implementation of future digital health studies in this population and may ultimately support earlier recognition and management of delirium while enabling continuous, objective monitoring of delirium-related changes not captured by standard clinical assessments.

Indexed as

DeliriumParkinson DiseaseSleepWearable Electronic DevicesAgedAged, 80 and overDigital HealthFeasibility StudiesFemaleHumansInpatientsMaleMiddle AgedMonitoring, PhysiologicProspective Studiesacceptabilityactivitydeliriumdigital healthfeasibilityinpatientParkinson diseasesleepwearable devices

Identifiers

PMID42490546
PMCPMC13394853

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.