ArticleScandinavian journal of medicine & science in sports2022
Advanced analytical methods to assess physical activity behavior using accelerometer time series: A scoping review.
Article in Scandinavian journal of medicine & science in sports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The association between accelerometer-measured physical activity and symptoms of depression and anxiety in children and adolescents: a systematic review and meta-analysis.BMC pediatrics · 2025Pooled it
- Temporal Associations of Physical Activity Volume, Intensity, and Timing With Sleep in Preschool-Aged Children.Journal of sleep research · 2026Trial
- Patterns of Engagement With an AI Conversational Agent for Mental Health and Associations With Anxiety and Depression: Cross-Sectional Study.JMIR mental health · 2026Observational
- Associations of accelerometry-derived time in major activity intensities with cognitive outcomes: a compositional data analysis approach.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026Article
- Not just how much, but how it's done: movement activity bout distributions and everyday cognition in older adults with elevated dementia risk.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2026Article
- Association of physical activity and rest-activity rhythm with sustained attention and melatonin among community-dwelling older adults.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2026Article
- Joint Associations of Accelerometer-Derived Intensity Gradient and Diet Quality with Frailty Among Rural Chinese Older Adults.Nutrients · 2026Article
- Hyperactivity is linked to elevated cortisol levels: comprehensive behavioral analysis in the prenatal valproic acid-induced marmoset model of autism.Translational psychiatry · 2026Article
- From accelerometer data to activity patterns in chronic pain: methodical reasoning is key.Frontiers in sports and active living · 2026Review
- Visualising accelerometer-based 24/7 human movement behaviour data: an umbrella review and framework development from the LABDA project.Journal of activity, sedentary and sleep behaviors · 2025Review
- Exploring the Determinants and Correlates of Health-Enhancing Physical Activity of Adults in Eastern Poland.Sensors (Basel, Switzerland) · 2025Article
- Work is associated with a more robust rest-activity rhythm and high-intensity physical activity among older adults.Aging clinical and experimental research · 2025Article
- Age-Related Changes in Postural Stability in Response to Varying Surface Instability in Young and Middle-Aged Adults.Sensors (Basel, Switzerland) · 2024Article
- Associations of movement behaviours and dietary intake with arterial stiffness: results from the ORISCAV-LUX 2 cross-sectional study.BMJ open · 2024Article
- Fractal complexity of daily physical activity and cognitive function in a midlife cohort.Scientific reports · 2023Article
- Device-measured physical activity and sedentary time in a national sample of Luxembourg residents: the ORISCAV-LUX 2 study.The international journal of behavioral nutrition and physical activity · 2022Observational
- Associations Between Wearable-Specific Indicators of Physical Activity Behaviour and Insulin Sensitivity and Glycated Haemoglobin in the General Population: Results from the ORISCAV-LUX 2 Study.Sports medicine - open · 2022Article
- Accelerometer-Assessed Physical Activity and Cognitive Performance among European Adults Aged 50+: The Mediating Effects of Social Contacts and Depressive Symptoms.Healthcare (Basel, Switzerland) · 2022Article
- A More Intense Examination of the Intensity of Physical Activity in People Living with Chronic Obstructive Pulmonary Disease: Insights from Threshold-Free Markers of Activity Intensity.International journal of environmental research and public health · 2022Article
- Advanced analytical methods to assess physical activity behavior using accelerometer time series: A scoping review.Scandinavian journal of medicine & science in sports · 2022Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Physical activity (PA) is a complex human behavior, which implies that multiple dimensions need to be taken into account in order to reveal a complete picture of the PA behavior profile of an individual. This scoping review aimed to map advanced analytical methods and their summary variables, hereinafter referred to as wearable-specific indicators of PA behavior (WIPAB), used to assess PA behavior. The strengths and limitations of those indicators as well as potential associations with certain health-related factors were also investigated. Three databases (MEDLINE, Embase, and Web of Science) were screened for articles published in English between January 2010 and April 2020. Articles, which assessed the PA behavior, gathered objective measures of PA using tri-axial accelerometers, and investigated WIPAB, were selected. All studies reporting WIPAB in the context of PA monitoring were synthesized and presented in four summary tables: study characteristics, details of the WIPAB, strengths, and limitations, and measures of association between those indicators and health-related factors. In total, 7247 records were identified, of which 24 articles were included after assessing titles, abstracts, and full texts. Thirteen WIPAB were identified, which can be classified into three different categories specifically focusing on (1) the activity intensity distribution, (2) activity accumulation, and (3) the temporal correlation and regularity of the acceleration signal. Only five of the thirteen WIPAB identified in this review have been used in the literature so far to investigate the relationship between PA behavior and health, while they may provide useful additional information to the conventional PA variables.
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