Schwendinger Fabian, Wagner Jonathan, Infanger Denis, Schmidt-Trucksäss Arno, Knaier Raphael
Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland.
Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA.
BMC Med Res Methodol. 2021 Nov 14;21(1):251. doi: 10.1186/s12874-021-01350-6.
For valid accelerometer-assessed physical activity (PA) data, several methodological aspects should be considered. We aimed to 1) visualize the applicability of absolute accelerometer cut-offs to classify PA intensity, 2) verify recommendations to measure PA over 7 days by examining inter-day variability and reactivity, 3) examine seasonal differences in PA, and 4) recommend during which 10 h day period accelerometers should be worn to capture the most PA in patients with heart failure (HEART) and healthy individuals (HEALTH).
Fifty-six HEART (23% female; mean age 66 ± 13 years) and 299 HEALTH (51% female; mean age 54 ± 19 years) of the COmPLETE study wore accelerometers for 14 days. Aim 1 was analyzed descriptively. Key analyses were performed using linear mixed models.
The results yielded poor applicability of absolute cut-offs. The day of the week significantly affected PA in both groups. PA-reactivity was not present in either group. A seasonal influence on PA was only found in HEALTH. Large inter-individual variability in PA timing was present.
Our data indicated that absolute cut-offs foster inaccuracies in both populations. In HEART, Sunday and four other days included in the analyses seem sufficient to estimate PA and the consideration of seasonal differences and reactivity seems not necessary. For healthy individuals, both weekend days plus four other days should be integrated into the analyses and seasonal differences should be considered. Due to substantial inter-individual variability in PA timing, accelerometers should be worn throughout waking time. These findings may improve future PA assessment.
The COmPLETE study was registered at clinicaltrials.gov ( NCT03986892 ).
为了获得有效的加速度计评估的身体活动(PA)数据,应考虑几个方法学方面的问题。我们旨在:1)直观展示绝对加速度计阈值在分类PA强度方面的适用性;2)通过检查日间变异性和反应性来验证测量PA超过7天的建议;3)研究PA的季节性差异;4)推荐心力衰竭患者(HEART)和健康个体(HEALTH)在一天中的哪10小时佩戴加速度计以捕获最多的PA。
COMPLETE研究中的56名心力衰竭患者(23%为女性;平均年龄66±13岁)和299名健康个体(51%为女性;平均年龄54±19岁)佩戴加速度计14天。目标1进行描述性分析。关键分析使用线性混合模型进行。
结果显示绝对阈值的适用性较差。一周中的日期对两组的PA均有显著影响。两组均不存在PA反应性。仅在健康个体中发现了PA的季节性影响。PA时间存在较大的个体间变异性。
我们的数据表明,绝对阈值在这两个人群中都会导致不准确。在心力衰竭患者中,分析中包括的周日和其他四天似乎足以估计PA,似乎没有必要考虑季节性差异和反应性。对于健康个体,应将周末两天加上其他四天纳入分析,并应考虑季节性差异。由于PA时间存在较大的个体间变异性,加速度计应在整个清醒时间佩戴。这些发现可能会改善未来的PA评估。
COMPLETE研究已在clinicaltrials.gov注册(NCT03986892)。