Accelerometer data collection and processing criteria to assess physical activity and other outcomes: a systematic review and practical considerations

JH Migueles, C Cadenas-Sanchez, U Ekelund… - Sports medicine, 2017 - Springer
Background Accelerometers are widely used to measure sedentary time, physical activity,
physical activity energy expenditure (PAEE), and sleep-related behaviors, with the …

[HTML][HTML] The future of sleep health: a data-driven revolution in sleep science and medicine

I Perez-Pozuelo, B Zhai, J Palotti, R Mall… - NPJ digital …, 2020 - nature.com
In recent years, there has been a significant expansion in the development and use of multi-
modal sensors and technologies to monitor physical activity, sleep and circadian rhythms …

Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device

O Walch, Y Huang, D Forger, C Goldstein - Sleep, 2019 - academic.oup.com
Wearable, multisensor, consumer devices that estimate sleep are now commonplace, but
the algorithms used by these devices to score sleep are not open source, and the raw …

[PDF][PDF] Actigraphy-based assessment of sleep parameters

D Fekedulegn, ME Andrew, M Shi… - Annals of Work …, 2020 - academic.oup.com
Actigraphy, a method for inferring sleep/wake patterns based on movement data gathered
using actigraphs, is increasingly used in population-based epidemiologic studies because …

[HTML][HTML] A novel, open access method to assess sleep duration using a wrist-worn accelerometer

VT Van Hees, S Sabia, KN Anderson, SJ Denton… - PloS one, 2015 - journals.plos.org
Wrist-worn accelerometers are increasingly being used for the assessment of physical
activity in population studies, but little is known about their value for sleep assessment. We …

[HTML][HTML] Considerations when using the activPAL monitor in field-based research with adult populations

CL Edwardson, EAH Winkler, DH Bodicoat… - Journal of sport and …, 2017 - Elsevier
Research indicates that high levels of sedentary behavior (sitting or lying with low energy
expenditure) are adversely associated with health. A key factor in improving our …

The SBSM guide to actigraphy monitoring: clinical and research applications

S Ancoli-Israel, JL Martin, T Blackwell… - Behavioral sleep …, 2015 - Taylor & Francis
Actigraphs are compact, lightweight, computerized accelerometer-based devices that have
been used to evaluate sleep and wake in humans for nearly four decades. 1 While …

Sleep restriction worsens mood and emotion regulation in adolescents

KT Baum, A Desai, J Field, LE Miller… - Journal of Child …, 2014 - Wiley Online Library
Background The relationship between inadequate sleep and mood has been well‐
established in adults and is supported primarily by correlational data in younger …

Actigraphy-based sleep estimation in adolescents and adults: a comparison with polysomnography using two scoring algorithms

M Quante, ER Kaplan, M Cailler… - Nature and science of …, 2018 - Taylor & Francis
Objectives Actigraphy is widely used to estimate sleep–wake time, despite limited
information regarding the comparability of different devices and algorithms. We compared …

GRANADA consensus on analytical approaches to assess associations with accelerometer-determined physical behaviours (physical activity, sedentary behaviour …

JH Migueles, E Aadland, LB Andersen… - British journal of sports …, 2022 - bjsm.bmj.com
The inter-relationship between physical activity, sedentary behaviour and sleep (collectively
defined as physical behaviours) is of interest to researchers from different fields. Each of …