Large Scale Population Assessment of Physical Activity Using Wrist Worn Accelerometers: The UK Biobank Study
University of Oxford · Newcastle University · +5 more institutions
Abstract
Physical activity has not been objectively measured in prospective cohorts with sufficiently large numbers to reliably detect associations with multiple health outcomes. Technological advances now make this possible. We describe the methods used to collect and analyse accelerometer measured physical activity in over 100,000 participants of the UK Biobank study, and report variation by age, sex, day, time of day, and season.
Participants were approached by email to wear a wrist-worn accelerometer for seven days that was posted to them. Physical activity information was extracted from 100Hz raw triaxial acceleration data after calibration, removal of gravity and sensor noise, and identification of wear / non-wear episodes. We report age- and sex-specific wear-time compliance and accelerometer measured physical activity, overall and by hour-of-day, week-weekend day and season.
Citation impact
- FWCI
- 48.64
- Percentile
- 100%
- References
- 24
Authors
16Topics & keywords
- Accelerometer
- Biobank
- Medicine
- Physical activity
- Population
- Demography
- Wrist
- Proxy (statistics)
Funding
- WWellcome
- LKLi Ka Shing Foundation
- WTWellcome Trust
- NINational Institute for Health and Care ResearchAwards: MC_UU_12015/3, MC_UU_12015/1, SRF-2011-04-017
- BHBritish Heart FoundationAward: RE/13/1/30181
- RCResearch Councils UKAward: EP/G066019/1
- UOUniversity of OxfordAward: RE/13/1/30181
- MRMedical Research CouncilAwards: MC_UU_12015/1, 13/1/30181, MR/L016354/1, MC_UU_12015, MC_UU_12015/3, MC_UU_12015/, MC_UU_12015/1, MC_UU_12015/3
- EAEngineering and Physical Sciences Research CouncilAwards: EP/L016176/1, EP/M023001/1, EP/G066019/1, EP/G066019/1
- EAEconomic and Social Research CouncilAward: ES/K007688/1