ArticleThe international journal of behavioral nutrition and physical activity2011
Feasibility and validity of accelerometer measurements to assess physical activity in toddlers.
Article in The international journal of behavioral nutrition and physical activity, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 2 of them syntheses that pooled it.
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Who cites it
64 citing papers in PubMed, 2 syntheses or guidelines pooled it, 131 citations in OpenAlex.
- Systematic review of accelerometer-based methods for 24-h physical behavior assessment in young children (0-5 years old).The international journal of behavioral nutrition and physical activity · 2022Pooled it
- Accelerometer Data Collection and Processing Criteria to Assess Physical Activity and Other Outcomes: A Systematic Review and Practical Considerations.Sports medicine (Auckland, N.Z.) · 2017Pooled it
- Impact of cut-point methods on classification of physical activity and sedentary behaviour of toddlers.BMC public health · 2025Trial
- Hand-Arm Bimanual Intensive Therapy Including Lower Extremities in Infants With Unilateral Cerebral Palsy: A Randomized Clinical Trial.JAMA network open · 2024Trial
- Feasibility and Efficacy of the "FUNPALs Playgroup" Intervention to Improve Toddler Dietary and Activity Behaviors: A Pilot Randomized Controlled Trial.International journal of environmental research and public health · 2021Trial
- Trial
- Compliance with the Australian 24-hour movement guidelines for the early years: associations with weight status.BMC public health · 2017Trial
- Effect of 12-month intervention with lipid-based nutrient supplement on the physical activity of Malawian toddlers: a randomised, controlled trial.The British journal of nutrition · 2017Trial
- Correlates of Physical Activity among Young Children with Moderate Acute Malnutrition.The Journal of pediatrics · 2017Trial
- "GET-UP" study rationale and protocol: a cluster randomised controlled trial to evaluate the effects of reduced sitting on toddlers' cognitive development.BMC pediatrics · 2016Trial
- Three-year follow-up of a randomised controlled trial to reduce excessive weight gain in the first two years of life: protocol for the POI follow-up study.BMC public health · 2016Trial
- Effect of 12-month intervention with lipid-based nutrient supplements on physical activity of 18-month-old Malawian children: a randomised, controlled trial.European journal of clinical nutrition · 2015Trial
- Prevention of overweight in children younger than 2 years old: a pilot cluster-randomized controlled trial.Public health nutrition · 2014Trial
- NET-Works: Linking families, communities and primary care to prevent obesity in preschool-age children.Contemporary clinical trials · 2013Trial
- Physical Activity and Recreation for Kids Study (PARKS): Park-intensive community outreach for child physical activity group-randomized controlled trial.American journal of preventive medicine · 2026Article
- Associations Between 24-Hour Movement Behaviors and Anthropometric and Body Composition Indicators in Ecuadorian Preschool Children: SUNRISE Pilot Study.Children (Basel, Switzerland) · 2026Article
- Determination of cut-off points for the Move4 accelerometer and assessment of energy expenditure in children and adolescents aged 6-16 years using manual wheelchairs: a validation and calibration study.Journal of neuroengineering and rehabilitation · 2026Article
- Urban park use and children's physical activity in Minneapolis-Saint Paul Minnesota: Parks and Recreation for Kids Study (PARKS).BMC pediatrics · 2026Observational
- Food-Body-Mind study protocol: A mindfulness-based lifestyle intervention to promote whole child health among preschoolers from economically marginalized families.Contemporary clinical trials · 2026Article
- Physical Activity in Pre-Ambulatory Children with Cerebral Palsy: An Exploratory Validation Study to Distinguish Active vs. Sedentary Time Using Wearable Sensors.Sensors (Basel, Switzerland) · 2025Article
4 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAccelerometers are considered to be the most promising tool for measuring physical activity (PA) in free-living young children. So far, no studies have examined the feasibility and validity of accelerometer measurements in children under 3 years of age. Therefore, the purpose of the present study was to examine the feasibility and validity of accelerometer measurements in toddlers (1- to 3-year olds).
methodsForty-seven toddlers (25 boys; 20 ± 4 months) wore a GT1M ActiGraph accelerometer for 6 consecutive days and parental perceptions of the acceptability of wearing the monitor were assessed to examine feasibility. To investigate the validity of the ActiGraph and the predictive validity of three ActiGraph cut points, accelerometer measurements of 31 toddlers (17 boys; 20 ± 4 months) during free play at child care were compared to directly observed PA, using the Observational System for Recording Physical Activity in Children-Preschool (OSRAC-P). Validity was assessed using Pearson and Spearman correlations and predictive validity using area under the Receiver Operating Characteristic curve (ROC-AUC).
resultsThe feasibility examination indicated that accelerometer measurements of 30 toddlers (63.8%) could be included with a mean registration time of 564 ± 62 min during weekdays and 595 ± 83 min during weekend days. According to the parental reports, 83% perceived wearing the accelerometer as 'not unpleasant and not pleasant' and none as 'unpleasant'. The validity evaluation showed that mean ActiGraph activity counts were significantly and positively associated with mean OSRAC-P activity intensity (r = 0.66; p < 0.001; n = 31). Further, the correlation among the ActiGraph activity counts and the OSRAC-P activity intensity level during each observation interval was significantly positive (ρ = 0.52; p < 0.001; n = 4218). Finally, the three sedentary cut points exhibited poor to fair classification accuracy (ROC-AUC: 0.56 to 0.71) while the three light PA (ROC-AUC: 0.51 to 0.62) and the three moderate-to-vigorous PA cut points (ROC-AUC: 0.53 to 0.57) demonstrated poor classification accuracy with respect to detecting sedentary behavior, light PA and moderate-to-vigorous PA, respectively.
conclusionsThe present findings suggest that ActiGraph accelerometer measurements are feasible and valid for quantifying PA in toddlers. However, further research is needed to accurately identify PA intensities in toddlers using accelerometry.
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