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Identification and validity of accelerometer cut-points for toddlers.
Stewart G Trost1, Bronwyn S Fees, Sherry J Haar
1Department of Nutrition and Exercise Sciences, Oregon State University, Corvallis, Oregon, USA. stewart.trost@oregonstate.edu
Obesity (Silver Spring, Md.)
|December 17, 2011
Summary
New ActiGraph cut-points for toddlers show fair accuracy for sedentary behavior and excellent accuracy for moderate-to-vigorous physical activity (MVPA). The Pate cut-point is recommended for MVPA in toddlers.
Area of Science:
- Pediatric physical activity monitoring
- Biomedical engineering
- Exercise science
Background:
- Accurate measurement of physical activity (PA) intensity in toddlers is crucial for understanding health behaviors.
- Existing ActiGraph cut-points, often derived from older children or adults, may not accurately reflect PA intensity in toddlers.
- The Children's Activity Rating Scale (CARS) provides a validated method for coding PA intensity from video.
Purpose of the Study:
- To derive and validate ActiGraph cut-points for sedentary (SED), light-intensity physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) specifically for toddlers.
- To compare the predictive validity of these new toddler cut-points with established preschool cut-points.
Main Methods:
- Twenty-two toddlers wore ActiGraph accelerometers during a 20-minute videotaped play session.
- Videos were coded for PA intensity using the modified CARS.
- Receiver operating characteristic (ROC) curve analyses determined optimal cut-points, which were then validated in an independent sample of 18 toddlers.
Main Results:
- Derived cut-points for 15-second epochs were: SED (0-48 counts), LPA (49-418 counts), and MVPA (>418 counts).
- Classification accuracy was fair for SED (ROC-AUC = 0.74) and excellent for MVPA (ROC-AUC = 0.90).
- Both toddler-derived and preschool cut-points overestimated SED and underestimated LPA, but accurately estimated MVPA in the validation sample.
Conclusions:
- ActiGraph accelerometers can provide reliable group-level estimates of MVPA in toddlers.
- The established Pate cut-point of 420 counts/15 s is supported for assessing MVPA in this age group.
- Further research may be needed to refine cut-points for SED and LPA in toddlers.

