Scandinavian Journal of Medicine and Science in Sports · 2019 · 35 citations · 27 references
EducationEducational MeasurementPhysical EducationMovement AnalysisPhysical ActivitySport PedagogyExercise AssessmentFitness AssessmentPhysical Activity AssessmentPhysical FitnessPhysical Fitness AssessmentPhysical Performance AssessmentActivity Level MonitoringActivity MonitoringFeedbackObjective Physical Activity AssessmentPhysical Activity MonitoringPhysical Activity TrackingQuantile RegressionWearable Activity Monitors
School-based physical education (PE) provides opportunities to accumulate moderate-to-vigorous physical activity (MVPA), but many students are insufficiently active during PE lessons. Providing teachers with feedback regarding their students' physical activity may increase the effectiveness of PE for achieving MVPA goals, but existing physical activity monitoring technologies have limitations in class environments. Therefore, the purpose of this study was to develop and validate a system capable of providing feedback on PE lesson MVPA. Equations for translating step counts to %MVPA were derived from measures in 492 students who concurrently wore an ActiGraph GT3X+ (ActiGraph) and Yamax pedometer (Yamax) during a PE lesson. To enhance feedback availability during PE lessons, we then developed a bespoke monitoring system using wireless tri-axial pedometers (HMM) and a smart device app. After developing and testing the monitoring system, we assessed its validity and reliability in 100 students during a PE lesson. There was a strong correlation of 0.896 between step counts and accelerometer-determined %MVPA and quantile regression equations showed good validity for translating step counts to %MVPA with a mean absolute difference of 5.3 (95% CI, 4.4-6.2). The physical activity monitoring system was effective at providing %MVPA during PE lessons with a mean difference of 1.6 ± 7.1 compared with accelerometer-determined %MVPA (7% difference between the two measurement methods). Teachers and students can use a smart device app and wireless pedometers to conveniently obtain feedback during PE lessons. Future studies should determine whether such technologies help teachers to increase physical activity during PE lessons.
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Susan Michie, Michelle Richardson, Marie Johnston et al. · Annals of Behavioral Medicine · 2013 · 8K citations · Full text
Calibration of two objective measures of physical activity for children
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Dena M Bravata, Crystal Smith-Spangler, Vandana Sundaram et al. · JAMA · 2007 · 2.1K citations