Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA.
J Phys Act Health. 2012 Jan;9(1):78-85. doi: 10.1123/jpah.9.1.78.
The association of physical activity (PA), measured 3 ways, and biomarkers were compared in a sample of adolescents.
PA data were collected on 2 cohorts of adolescents (N = 700) in the Twin Cities, Minnesota, 2007-2008. PA was measured using 2 survey questions [Modified Activity Questionnaire (MAQ)], the 3-Day Physical Activity Recall (3DPAR), and accelerometers. Biomarkers included systolic (SBP) and diastolic blood pressure (DBP), lipids, percent body fat (%BF), and body mass index (BMI) percentile. Bivariate relationships among PA measures and biomarkers were examined followed by generalized estimating equations for multivariate analysis.
The 3 measures were significantly correlated with each other (r = .22-.36, P < .001). Controlling for study, puberty, age, and gender, all 3 PA measures were associated with %BF (MAQ = -1.93, P < .001; 3DPAR = -1.64, P < .001; accelerometer = -1.06, P = .001). The MAQ and accelerometers were negatively associated with BMI percentile. None of the 3 PA measures were significantly associated with SBP or lipids. The percentage of adolescents meeting the national PA recommendations varied by instrument.
All 3 instruments demonstrated consistent findings when estimating associations with %BF, but were different for prevalence estimates. Researchers must carefully consider the intended use of PA data when choosing a measurement instrument.
在青少年样本中,比较了 3 种方式测量的身体活动(PA)与生物标志物之间的关联。
2007-2008 年,在明尼苏达州双子城的 2 个青少年队列中收集了 PA 数据(N=700)。使用 2 个调查问题[改良活动问卷(MAQ)]、3 天身体活动回忆(3DPAR)和加速度计来测量 PA。生物标志物包括收缩压(SBP)和舒张压(DBP)、血脂、体脂肪百分比(%BF)和体重指数(BMI)百分位。在进行多变量分析之前,先检查了 PA 测量值和生物标志物之间的双变量关系,然后使用广义估计方程。
3 种测量方法彼此之间存在显著相关性(r=.22-.36,P<.001)。在控制研究、青春期、年龄和性别后,所有 3 种 PA 测量方法均与 %BF 相关(MAQ=-1.93,P<.001;3DPAR=-1.64,P<.001;加速度计=-1.06,P=.001)。MAQ 和加速度计与 BMI 百分位呈负相关。3 种 PA 测量方法均与 SBP 或血脂无显著相关性。符合国家 PA 推荐标准的青少年比例因仪器而异。
所有 3 种仪器在估计与 %BF 的关联时均得出一致的结果,但在流行率估计方面有所不同。研究人员在选择 PA 测量仪器时,必须仔细考虑数据的预期用途。