Using home monitoring technology to study the effects of traumatic brain injury on older multimorbid adults : protocol for a feasibility study
© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ..
INTRODUCTION: The prevalence of traumatic brain injury (TBI) among older adults is increasing exponentially. The sequelae can be severe in older adults and interact with age-related conditions such as multimorbidity. Despite this, TBI research in older adults is sparse. Minder, an in-home monitoring system developed by the UK Dementia Research Institute Centre for Care Research and Technology, uses infrared sensors and a bed mat to passively collect sleep and activity data. Similar systems have been used to monitor the health of older adults living with dementia. We will assess the feasibility of using this system to study changes in the health status of older adults in the early period post-TBI.
METHODS AND ANALYSIS: The study will recruit 15 inpatients (>60 years) with a moderate-severe TBI, who will have their daily activity and sleep patterns monitored using passive and wearable sensors over 6 months. Participants will report on their health during weekly calls, which will be used to validate sensor data. Physical, functional and cognitive assessments will be conducted across the duration of the study. Activity levels and sleep patterns derived from sensor data will be calculated and visualised using activity maps. Within-participant analysis will be performed to determine if participants are deviating from their own routines. We will apply machine learning approaches to activity and sleep data to assess whether the changes in these data can predict clinical events. Qualitative analysis of interviews conducted with participants, carers and clinical staff will assess acceptability and utility of the system.
ETHICS AND DISSEMINATION: Ethical approval for this study has been granted by the London-Camberwell St Giles Research Ethics Committee (REC) (REC number: 17/LO/2066). Results will be submitted for publication in peer-reviewed journals, presented at conferences and inform the design of a larger trial assessing recovery after TBI.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2023 |
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| Erschienen: |
2023 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:13 |
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| Enthalten in: |
BMJ open - 13(2023), 5 vom: 22. Mai, Seite e068756 |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Parkinson, Megan E [VerfasserIn] |
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| Links: |
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| Themen: |
GERIATRIC MEDICINE |
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| Anmerkungen: |
Date Completed 24.05.2023 Date Revised 02.06.2023 published: Electronic Citation Status MEDLINE |
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| doi: |
10.1136/bmjopen-2022-068756 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| 520 | |a © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. | ||
| 520 | |a INTRODUCTION: The prevalence of traumatic brain injury (TBI) among older adults is increasing exponentially. The sequelae can be severe in older adults and interact with age-related conditions such as multimorbidity. Despite this, TBI research in older adults is sparse. Minder, an in-home monitoring system developed by the UK Dementia Research Institute Centre for Care Research and Technology, uses infrared sensors and a bed mat to passively collect sleep and activity data. Similar systems have been used to monitor the health of older adults living with dementia. We will assess the feasibility of using this system to study changes in the health status of older adults in the early period post-TBI | ||
| 520 | |a METHODS AND ANALYSIS: The study will recruit 15 inpatients (>60 years) with a moderate-severe TBI, who will have their daily activity and sleep patterns monitored using passive and wearable sensors over 6 months. Participants will report on their health during weekly calls, which will be used to validate sensor data. Physical, functional and cognitive assessments will be conducted across the duration of the study. Activity levels and sleep patterns derived from sensor data will be calculated and visualised using activity maps. Within-participant analysis will be performed to determine if participants are deviating from their own routines. We will apply machine learning approaches to activity and sleep data to assess whether the changes in these data can predict clinical events. Qualitative analysis of interviews conducted with participants, carers and clinical staff will assess acceptability and utility of the system | ||
| 520 | |a ETHICS AND DISSEMINATION: Ethical approval for this study has been granted by the London-Camberwell St Giles Research Ethics Committee (REC) (REC number: 17/LO/2066). Results will be submitted for publication in peer-reviewed journals, presented at conferences and inform the design of a larger trial assessing recovery after TBI | ||
| 650 | 4 | |a Journal Article | |
| 650 | 4 | |a Research Support, Non-U.S. Gov't | |
| 650 | 4 | |a GERIATRIC MEDICINE | |
| 650 | 4 | |a NEUROLOGY | |
| 650 | 4 | |a Neurological injury | |
| 650 | 4 | |a TRAUMA MANAGEMENT | |
| 700 | 1 | |a Dani, Melanie |e verfasserin |4 aut | |
| 700 | 1 | |a Fertleman, Michael |e verfasserin |4 aut | |
| 700 | 1 | |a Soreq, Eyal |e verfasserin |4 aut | |
| 700 | 1 | |a Barnaghi, Payam |e verfasserin |4 aut | |
| 700 | 1 | |a Sharp, David J |e verfasserin |4 aut | |
| 700 | 1 | |a Li, Lucia M |e verfasserin |4 aut | |
| 700 | 0 | |a UK Dementia Research Institute Care Research & Technology Research Group |e verfasserin |4 aut | |
| 700 | 1 | |a Sharp, David |e investigator |4 oth | |
| 700 | 1 | |a Barnaghi, Payam |e investigator |4 oth | |
| 700 | 1 | |a Wilson, Danielle |e investigator |4 oth | |
| 700 | 1 | |a Daniels, Sarah |e investigator |4 oth | |
| 700 | 1 | |a Golemme, Mara |e investigator |4 oth | |
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| 700 | 1 | |a Freemont, Paul |e investigator |4 oth | |
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| 700 | 1 | |a Constandinou, Tim |e investigator |4 oth | |
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