Sleep Measurement Study
Validation of Automated Sleep Algorithms for Accelerometer Data in a Clinical and Healthy Adult Population: Sleep Measurement Study
1 other identifier
observational
31
1 country
1
Brief Summary
Sleep behaviour has critical importance to health and wellbeing. A large body of evidence has implicated poor sleep in all-cause mortality, and in cardiovascular and cardiometabolic risk factors. Given the importance of sleep to health, the importance of accurately monitoring sleep duration and quality is becoming more evident. Polysomnography (PSG) is considered the gold standard for sleep assessment. Nevertheless, PSG is impractical, expensive and labour-intensive. Another method to quantify indices of sleep is based on actigraphic measures. Wrist worn actigraphy devices provide an indirect measure of sleep parameters e.g. total sleep time, sleep onset latency and waking time. However, the data is in the form of manufacturer-specific activity 'counts', making it difficult to compare the data with different accelerometer brands. Recently wrist-worn accelerometers have become increasingly used for objective measurement of physical activity in large population studies where participants are often asked to wear them for 24 hours continuously. These devices therefore collect data that could be used to estimate sleep parameters, and now there is a sleep algorithm that can be applied to raw data from accelerometers. The three widely used raw-data accelerometer brands are the Axivity, ActiGraph and GENEActiv and ActivPAL which is a thigh-worn accelerometer that provides a measure of posture. Studies that examined accuracy of estimating sleep parameters from different brands of accelerometers compared to PSG have reported conflicting results which could be due to the use of different sleep algorithms and accelerometer placement (dominant vs. non-dominant wrist vs. hip). Therefore this study will aim to validate automated sleep algorithms for research grade accelerometers against PSG in a clinical and healthy adult population.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Jan 2020
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
January 23, 2020
CompletedFirst Submitted
Initial submission to the registry
January 29, 2020
CompletedFirst Posted
Study publicly available on registry
February 28, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
February 28, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
February 28, 2021
CompletedMay 5, 2021
April 1, 2021
1.1 years
January 29, 2020
April 29, 2021
Conditions
Outcome Measures
Primary Outcomes (1)
Total sleep time
minutes
10 days
Secondary Outcomes (4)
Time in bed
10 days
Sleep efficiency
10 days
Sleep onset
10 days
Waking time
10 days
Study Arms (2)
Sleep clinic patients
All adult patients, from 18 years and up to and including 65 years of age, on the waiting list for overnight polysomnography (PSG) recording at Leicester General Hospital.
Healthy volunteers
All adults, from 18 and up to and including 65 years of age without a known sleep disorder.
Eligibility Criteria
Clinical population: Patients on the waiting list for overnight PSG recording at Leicester General Hospital aged 18-65 Healthy volunteers: adults without known sleep disorder aged 18-65
You may qualify if:
- Clinical population:
- Participants willing and able to give informed consent for participation in the study
- Male or Female
- Aged 18-65 years inclusive
- Patients on the waiting list for overnight PSG recording at Leicester General Hospital Healthy volunteers
- \. Participants willing and able to give informed consent for participation in the study 2. Male or Female 3. Aged 18-65 years inclusive 4. No known sleep disorder (This will be self-reported by the participants)
You may not qualify if:
- Participant is unwilling or unable to give informed consent
- Anyone without a good command of the English language
- Anyone \<18 years of age and \>65 years of age
- Patients suspected of having a movement disorder in sleep (e.g. Periodic Limb Movement in Sleep or REM-Sleep Behaviour Disorder).
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Leicester Diabetes Centre
Leicester, LE5 4PW, United Kingdom
Study Officials
- STUDY DIRECTOR
Charlotte Edwardson
University of Leicester
- PRINCIPAL INVESTIGATOR
Andrew Hall
University Hospitals, Leicester
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- CROSS SECTIONAL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
January 29, 2020
First Posted
February 28, 2020
Study Start
January 23, 2020
Primary Completion
February 28, 2021
Study Completion
February 28, 2021
Last Updated
May 5, 2021
Record last verified: 2021-04