Version: 1.0.0 | Published: 8 Oct 2024 | Updated: 228 days ago
Summary
DOI Name:
10.5287/bodleian:NGx0JOMP5
Documentation
Associated Media:
Description:
This dataset contains Axivity AX3 wrist-worn activity tracker data that were collected from 151 participants in 2014-2016 around the Oxfordshire area. Participants were asked to wear the device in daily living for a period of roughly 24 hours, amounting to a total of almost 4,000 hours. Vicon Autograph wearable cameras and Whitehall II sleep diaries were used to obtain the ground truth activities performed during the period (e.g. sitting watching TV, walking the dog, washing dishes, sleeping), resulting in more than 2,500 hours of labelled data. Accompanying code to analyse this data is available at https://github.com/activityMonitoring/capture24. The following papers describe the data collection protocol in full: i.) Gershuny J, Harms T, Doherty A, Thomas E, Milton K, Kelly P, Foster C (2020) Testing self-report time-use diaries against objective instruments in real time. Sociological Methodology doi: 10.1177/0081175019884591; ii.) Willetts M, Hollowell S, Aslett L, Holmes C, Doherty A. (2018) Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants. Scientific Reports. 8(1):7961. Regarding Data Protection, the Clinical Data Set will not include any direct subject identifiers. However, it is possible that the Data Set may contain certain information that could be used in combination with other information to identify a specific individual, such as a combination of activities specific to that individual ("Personal Data"). Accordingly, in the conduct of the Analysis, users will comply with all applicable laws and regulations relating to information privacy. Further, the user agrees to preserve the confidentiality of, and not attempt to identify, individuals in the Data Set.
Coverage
Spatial:
United Kingdom,England,South East,South Oxfordshire; United
Kingdom,England,South East,West Oxfordshire
Typical Age Range:
18-91
Follow Up:
0 - 6 Months
Pathway:
N/A
Provenance
Origin
Purposes:
Study
Collection Situations:
Other
Temporal
Accrual Periodicity:
Static
Start Date:
01 January 2014
End Date:
31 December 2016
Time Lag:
Not applicable
Accessibility
Access
Access Service:
The data is hosted by the Oxford University Research Archive and access is free.
Access Request Cost:
N/A
Delivery Lead Time:
Not applicable
Jurisdictions:
GB-ENG
Data Controller:
University of Oxford
Data Processor:
University of Oxford
Usage
Data Use Limitations:
General research use
Resource Creators:
University of Oxford
Format and Standards
Vocabulary Encoding Schemes:
OTHER
Languages:
en
Formats:
text
Observations
Statistical Population
Population Description
Population Size
Measured Property
Observation Date
Persons
Number of participants in the study after quality control filtering
151
Count
31 December 2021