ArticleBMC public health2016
Toddler physical activity study: laboratory and community studies to evaluate accelerometer validity and correlates.
Article in BMC public health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
39 citing papers in PubMed, 2 syntheses or guidelines pooled it, 61 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
- Infants' and toddlers' physical activity and sedentary time as measured by accelerometry: a systematic review and meta-analysis.The international journal of behavioral nutrition and physical activity · 2020Pooled it
- Creating healthy habits for Maryland preschoolers (CHAMP): a cluster-randomized controlled trial among childcare centers.The international journal of behavioral nutrition and physical activity · 2025Trial
- Longitudinal Associations Among Diet Quality, Physical Activity and Sleep Onset Consistency With Body Mass Index z-Score Among Toddlers in Low-income Families.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2021Trial
- Associations between elementary and middle school teachers' physical activity promoting practices and teacher- and school-level factors.The international journal of behavioral nutrition and physical activity · 2021Trial
- Toddler obesity prevention: A two-generation randomized attention-controlled trial.Maternal & child nutrition · 2021Trial
- CHAMP: A cluster randomized-control trial to prevent obesity in child care centers.Contemporary clinical trials · 2019Trial
- Objective sleep and physical activity using 24-hour ankle-worn accelerometry among toddlers from low-income families.Sleep health · 2019Trial
- Featured Article: Bidirectional Effects of Sleep and Sedentary Behavior Among Toddlers: A Dynamic Multilevel Modeling Approach.Journal of pediatric psychology · 2019Trial
- Trial
- Linking Socio-Behavioral Health and Accelerometer Wear Time in Caregiver-Preschooler Dyads: The Moderating Role of Coping Strategies.Mental health and physical activity · 2026Article
- Methodological Choices on 24-h Movement Behavior Assessment by Accelerometry: A Scoping Review.Sports medicine - open · 2025Review
- 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
- The Performance of Ankle- and Waist-Based Accelerometry in Quantifying Physical Activity Intensity Among 6- to 24-Month-Year-Olds: A Semistructured Laboratory Study.Child: care, health and development · 2025Article
- Data Analytics in Physical Activity Studies With Accelerometers: Scoping Review.Journal of medical Internet research · 2024Article
- Sex differences in physical activity of US children at age 13 months: child and Mother Physical Activity Study (CAMPAS).BMC public health · 2024Article
- Sex Differences in Physical Activity of US children at age 13 months: Child and Mother Physical Activity Study (CAMPAS).Research square · 2024Article
- Offspring sex modifies the association between early-pregnancy adiposity and 2-year-old physical activity-The Glowing Study.International journal of obesity (2005) · 2024Article
- Modification of childcare's outdoor setting for toddler physical activity and nature-based play: A mixed methods study.PloS one · 2024Article
- Studying the impact of COVID-19 mitigation policies on childhood obesity, health behaviors, and disparities in an observational cohort: Protocol for the COVID-19 Family Study.Contemporary clinical trials · 2024Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundToddlerhood is an important age for physical activity (PA) promotion to prevent obesity and support a physically active lifestyle throughout childhood. Accurate assessment of PA is needed to determine trends/correlates of PA, time spent in sedentary, light, or moderate-vigorous PA (MVPA), and the effectiveness of PA promotion programs. Due to the limited availability of objective measures that have been validated and evaluated for feasibility in community studies, it is unclear which subgroups of toddlers are at the highest risk for inactivity. Using Actical ankle accelerometry, the objectives of this study are to develop valid thresholds, examine feasibility, and examine demographic/ anthropometric PA correlates of MVPA among toddlers from low-income families.
methodsTwo studies were conducted with toddlers (12-36 months). Laboratory Study (n = 24)- Two Actical accelerometers were placed on the ankle. PA was observed using the Child Activity Rating Scale (CARS, prescribed activities). Analyses included device equivalence reliability (correlation: activity counts of two Acticals), criterion-related validity (correlation: activity counts and CARS ratings), and sensitivity/specificity for thresholds. Community Study (n = 277, low-income mother-toddler dyads recruited)- An Actical was worn on the ankle for > 7 days (goal >5, 24-h days). Height/weight was measured. Mothers reported demographics. Analyses included frequencies (feasibility) and stepwise multiple linear regression (sMLR).
resultsLaboratory Study- Acticals demonstrated reliability (r = 0.980) and validity (r = 0.75). Thresholds demonstrated sensitivity (86 %) and specificity (88 %). Community Study- 86 % wore accelerometer, 69 % had valid data (mean = 5.2 days). Primary reasons for missing/invalid data: refusal (14 %) and wear-time ≤2 days (11 %). The MVPA threshold (>2200 cpm) yielded 54 min/day. In sMLR, MVPA was associated with age (older > younger, β = 32.8, p < 0.001), gender (boys > girls, β = -11.21, p = 0.032), maternal MVPA (β = 0.44, p = 0.002) and recruitment location (suburban > urban, β = 19.6, p < 0.001), or race (non-Black > Black, β = 18.5, p = 0.001). No association with toddler weight status.
conclusionsAnkle accelerometry is a valid, reliable, and feasible method of assessing PA in community studies of toddlers from low-income families. Sub-populations of toddlers may be at increased risk for inactivity, including toddlers that are younger, female, Black, those with less active mothers, and those living in an urban location.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.