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青少年计步器数据收集的流程和处理:加拿大青少年体力活动水平研究。

Process and treatment of pedometer data collection for youth: the Canadian Physical Activity Levels among Youth study.

机构信息

Canadian Fitness and Lifestyle Research Institute, Ottawa, Ontario, Canada.

出版信息

Med Sci Sports Exerc. 2010 Mar;42(3):430-5. doi: 10.1249/MSS.0b013e3181b67544.

Abstract

BACKGROUND

Pedometry methods for collecting data in young populations are advancing, but it is unclear how many days of data are enough for population monitoring.

METHODS

Using random-digit dialing, 11,669 5- to 19-yr-olds were recruited into the Canadian Physical Activity Levels among Youth study and mailed a data collection package. Pedometers were worn for 7 d, and steps counts were logged daily. Reactivity was assessed by examining estimates from the pattern of pedometer data across days (arranged from first day of collection to last) using a repeated-measures ANOVA. Intraclass correlations (ICC) were computed for the first day and consecutive additional days (compared with the criterion estimate based on the whole week) to determine the minimal number of days required to achieve a reliability ICC of 0.70, 0.80, and 0.90.

RESULTS

Most children (990%) wore the pedometer for 7 d. Mean steps per day differed across consecutive days (F = 52.7, P = 0.000); however, no difference occurred between the first and the second day of monitoring. Furthermore, no difference was observed between the first and either the third or the fourth day when monitoring commenced on a Monday or a Tuesday. Therefore, there was no clear evidence of reactivity. The first day provided a good representation of steps per day relative to the whole week in terms of both reliability (ICC = 0.79) and validity (relative absolute percent error [APE] =2.5%), and these improved with additional days (2 d, ICC > 0.85; > or = 3 d, ICC > 0.90; and > or = 3 d, APE < 1%).

CONCLUSIONS

The Canadian Physical Activity Levels among Youth demonstrates the feasibility of national surveillance of physical activity using pedometers.Two days are sufficient to determine steps per day, and a single day appears defensible in terms of population monitoring if minimal standards for reliability are acceptable.

摘要

背景

用于收集年轻人群数据的计步器方法正在不断发展,但尚不清楚进行人群监测需要多少天的数据。

方法

通过随机数字拨号,招募了 11669 名 5 至 19 岁的青少年参加加拿大青少年身体活动水平研究,并邮寄了一份数据收集包。计步器佩戴 7 天,每天记录步数。通过使用重复测量方差分析(ANOVA)来检查计步器数据模式(按收集的第一天到最后一天排列)的估计值,来评估反应性。计算了第 1 天和连续的额外天数(与基于整个星期的基准估计值相比)的组内相关系数(ICC),以确定达到可靠性 ICC 值为 0.70、0.80 和 0.90 所需的最小天数。

结果

大多数儿童(99.0%)佩戴计步器 7 天。每天的平均步数在连续的几天内有所不同(F = 52.7,P = 0.000);然而,在监测的第一天和第二天之间没有差异。此外,当在周一或周二开始监测时,在监测的第一天和第三天或第四天之间也没有观察到差异。因此,没有明确的证据表明存在反应性。第 1 天与整个星期相比,在可靠性(ICC = 0.79)和有效性(相对绝对百分比误差[APE] =2.5%)方面都很好地代表了每天的步数,并且随着天数的增加而提高(2 天,ICC>0.85;>或= 3 天,ICC>0.90;>或= 3 天,APE<1%)。

结论

加拿大青少年身体活动水平研究表明,使用计步器进行全国范围的身体活动监测是可行的。两天足以确定每天的步数,如果可靠性的最低标准可以接受,那么一天的数据似乎也可以用于人群监测。

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