ArticleThe international journal of behavioral nutrition and physical activity2021
Reliability of GENEActiv accelerometers to estimate sleep, physical activity, and sedentary time in children.
Article in The international journal of behavioral nutrition and physical activity, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed.
- Behavior Change and Compliance Outcomes of a Novel Web-Based Health Behavior Tool Integrated Into Certified Exercise Practitioner Services: Twelve-Week, Two-Arm, Randomized Pre-Post Trial.Journal of medical Internet research · 2026Trial
- A structured, home-based exercise programme in kidney transplant recipients (ECSERT): A randomised controlled feasibility study.PloS one · 2025Trial
- Use of a toolbox of tailored evidence-based interventions to improve children's physical activity and cardiorespiratory fitness in primary schools: results of the ACTIPROS cluster-randomized feasibility trial.The international journal of behavioral nutrition and physical activity · 2023Trial
- Pediatric precision sleep network: a study protocol for identifying sleep signatures of mental health risk in peri-adolescents.BMC pediatrics · 2026Article
- Exploring the associations between physical activity, sleep, sedentary behaviour, and mental health in young German children.Journal of activity, sedentary and sleep behaviors · 2026Article
- Article
- Validity and Wear Compliance of Wrist-Worn Consumer Activity Trackers Among Japanese School-Aged Children Under Free-Living Conditions.Children (Basel, Switzerland) · 2026Article
- When and where to intervene: identifying key school segments to enhance adolescent physical activity.Frontiers in sports and active living · 2026Article
- Objectively measured sleep regularity, weekend recovery sleep, and the risk of incident type 2 diabetes: a prospective cohort study from the UK Biobank.International journal of surgery (London, England) · 2026Article
- Implementing a family-based intervention to promote healthy family routines in deprived neighborhoods - a feasibility study from Bremen, Germany.BMC public health · 2025Article
- Digital assessment of real-world walking in people with impaired mobility: How many hours and days are needed?The international journal of behavioral nutrition and physical activity · 2025Article
- Research characteristics about the 24-h movement behaviors in children and adolescents: a scoping review.BMC public health · 2025Article
- Cross-sectional and longitudinal associations between sleep, sedentary behaviour and physical activity with adiposity and cardio-respiratory fitness in school-aged children: a compositional data analysis.Journal of activity, sedentary and sleep behaviors · 2025Article
- Personalized prediction of negative affect in individuals with serious mental illness followed using long-term multimodal mobile phenotyping.Translational psychiatry · 2025Article
- Effects of Smartphone Use on Sleep and Mental Health in Young Adults: Going Beyond Self-Report.Depression and anxiety · 2025Article
- Laboratory comparison of consumer-grade and research-established wearables for monitoring heart rate, body temperature, and physical acitivity in sub-Saharan Africa.Frontiers in physiology · 2025Article
- Improved executive function and sleep quality in preteens with high-functioning autism following a structured physical activity program.Frontiers in psychiatry · 2025Article
- Characterising the inconsistency between perceived and actual sleep and its impact upon cognition and mood.Scientific reports · 2024Article
- Increasing adolescents' physical activity levels through a comprehensive school-based physical activity program: study protocol of the cluster randomized controlled trial Active School.BMC pediatrics · 2024Article
- Article
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5 authors.
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Abstract
backgroundReliable estimates of habitual sleep, physical activity, and sedentary time are essential to investigate the associations between these behaviours and health outcomes. While the number of days needed and hours/day for estimates of physical activity and sedentary time are generally known, the criteria for sleep estimates are more uncertain. The objective of this study was to identify the number of nights needed to obtain reliable estimates of habitual sleep behaviour using the GENEActiv wrist worn accelerometer. The number of days to obtain reliable estimate of physical activity was also examined.
methodsData was used from a two-year longitudinal study. Children wore an accelerometer for up to 8 days 24 h/day across three timepoints. The sample included 2,745 children (51 % girls) between the ages of 7-12-years-old (mean = 9.8 years, SD = 1.1 year) with valid accelerometer data from any timepoint. Reliability estimates were calculated for sleep duration, sleep efficiency, sleep onset, wake time, time in bed, light physical activity, moderate physical activity, moderate-to-vigorous physical activity, vigorous physical activity, and sedentary time.
resultsIntraclass correlations and the Spearman Brown prophecy formula were used to determine the nights and days needed for reliable estimates. We found that between 3 and 5 nights were needed to achieve acceptable reliability (ICC = 0.7) in sleep outcomes, while physical activity and sedentary time outcomes required between 3 and 4 days.
conclusionsTo obtain reliable estimates, researchers should consider these minimum criteria when designing their studies and prepare strategies to ensure sufficient wear time compliance.
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