Ridley Kate, Olds Tim, Hands Beth, Larkin Dawne, Parker Helen
Flinders University, Australia.
J Sci Med Sport. 2009 Sep;12(5):568-72. doi: 10.1016/j.jsams.2008.09.009. Epub 2008 Nov 26.
Children's physical activity (PA) patterns change from day to day. This intra-individual variability affects precision when measuring key physical activity and sedentary behaviour variables. This paper discusses strategies used to reduce the random error associated with intra-individual variability and demonstrates the implications for assessing PA when varying number of days are sampled. Self-reported data collected on two hundred and ninety eight 13-14-year-olds were used to compare estimates of PA and sedentary behaviour derived from between 1 and 7 days of recall data. Large intra-individual coefficients of variation were calculated for physical activity level (14.5%), moderate-to-vigorous physical activity (83.4%), screen time (60.8%) and sleep (12.2%). While the magnitude of error associated with estimating means decreased as more days were sampled, the paper notes that depending on the nature of the research question being asked, sampling fewer days may yield sufficiently precise estimates. Therefore, researchers should conduct power analyses based on estimated inter- and intra-individual variability and sample size to determine how many days to sample when assessing children's PA patterns.
儿童的身体活动(PA)模式每天都在变化。这种个体内部的变异性会影响测量关键身体活动和久坐行为变量时的精确性。本文讨论了用于减少与个体内部变异性相关的随机误差的策略,并展示了在抽取不同天数样本时对评估身体活动的影响。收集了298名13 - 14岁青少年的自我报告数据,用于比较从1至7天回忆数据得出的身体活动和久坐行为估计值。计算得出身体活动水平(14.5%)、中度至剧烈身体活动(83.4%)、屏幕时间(60.8%)和睡眠(12.2%)的个体内部变异系数较大。虽然随着抽取天数的增加,与估计均值相关的误差幅度会减小,但本文指出,根据所提出研究问题的性质,抽取较少天数的样本可能会产生足够精确的估计值。因此,研究人员应基于估计的个体间和个体内部变异性以及样本量进行功效分析,以确定在评估儿童身体活动模式时应抽取多少天的样本。