RESUMEN
This paper presents seven tactics for managing the variability evident in some physical activity data. High levels of variability in daily step-count data from pedometers or accelerometers can make typical visual inspection difficult. Therefore, the purpose of the current paper is to discuss several strategies that might facilitate the visual interpretation of highly variable data. The seven strategies discussed in this paper are phase mean and median lines, daily average per week, weekly cumulative, proportion of baseline, 7-day moving average, change point detection, and confidence intervals. We apply each strategy to a data set and discuss the advantages and disadvantages.
Asunto(s)
Ejercicio Físico , Monitoreo Ambulatorio/estadística & datos numéricos , Interpretación Estadística de Datos , HumanosRESUMEN
The purpose of this study was to evaluate the effects of student pairing and feedback during recess on children's step counts. During baseline, participants wore a sealed pedometer during recess. During intervention, we paired participants with higher step counts with participants with lower step counts. We encouraged teams to compete for the highest step count each day and provided feedback on their performance during each recess session. Results showed a large mean increase in step count from baseline to intervention. These results suggest that children's steps during recess can be increased with a simple and cost-effective intervention.
Asunto(s)
Ejercicio Físico/psicología , Retroalimentación , Relaciones Interpersonales , Estudiantes/psicología , Niño , Humanos , Monitoreo Ambulatorio , Instituciones AcadémicasRESUMEN
Inadequate physical activity increases the risks related to several health problems in children; however, increasing physical activity mitigates these risks. In this study, we examined the relations between moderate-to-vigorous physical activity (MVPA) and several environmental conditions (attention, interactive play, alone, escape) with 4 preschool children. We compared the experimental conditions to a control condition and a naturalistic baseline according to a combined multielement and reversal design. Results indicated that all participants were most active in the interactive play condition and that the percentage of MVPA varied across experimental and control conditions. In addition, the frequency and duration of bouts of MVPA were greatest in the interactive play condition. The current study presents a methodology for the identification of environmental contingencies that support increased levels of MVPA in young children, and it holds promise for improving our understanding of the variables related to physical activity.
Asunto(s)
Ejercicio Físico/fisiología , Actividad Motora/fisiología , Examen Físico , Atención/fisiología , Preescolar , Reacción de Fuga/fisiología , Humanos , Observación , Juego e Implementos de Juego , Reproducibilidad de los ResultadosRESUMEN
Inadequate physical activity increases the risks related to a number of health problems in children, most notably obesity and the corresponding range of associated health problems. The purpose of the current study was to conduct a functional analysis to investigate the effects of several consequent variables on moderate-to-vigorous physical activity (MVPA). We observed the level of MVPA exhibited by 2 preschool children in 4 conditions: alone, attention contingent on MVPA, adult interaction contingent on MVPA, and escape from task demands contingent on MVPA. These four conditions were compared to a naturalistic baseline and to a control condition. Overall, results indicated that the children were most active when attention and interactive play were contingent on MVPA. Social environments that encourage MVPA could be arranged based on this information, with these arrangements tailored to the individual child.