Rush Alzheimer's Disease Center, Chicago, Illinois.
Department of Diagnostic Radiology and Nuclear Medicine, Chicago, Illinois.
J Gerontol A Biol Sci Med Sci. 2018 Apr 17;73(5):636-642. doi: 10.1093/gerona/glx167.
Total daily physical activity is associated with a wide range of adverse health outcomes. We examined the extent to which quantitative measures of gait and balance abilities were associated with total daily physical activity, controlling for a variety of potential covariates.
Participants (n = 608) were older adults participating in the Rush Memory and Aging Project, a community-based cohort study of aging. Objective measures of total daily physical activity were derived from a wearable device. Gait and balance abilities were objectively quantified using a body-fixed sensor. We also collected measures of other motor functions, cognitive and psychosocial factors, and chronic health. We employed linear regression models to identify facets of mobility significantly associated with total daily physical activity, and tested for independence of these associations when all significant covariates were considered together in a final model.
Three gait and balance measures were independently associated with total daily physical activity (p < .01), together accounting for approximately 16% of its variance. Other motor measures, cognitive and psychosocial factors, and chronic health accounted for 8.8%, 4.9%, and 6.4% of the variance, respectively, when considered in isolation. Considered together in a single model, all significant covariates accounted for approximately 21% of the variance in physical activity.
Gait and balance measures from a body-fixed sensor are strongly associated with objectively measured total daily physical activity in older adults. However, given the importance of physical activity to many health outcomes, further work is needed to more completely characterize the factors that may influence physical activity.
总的日常体力活动与广泛的健康结果有关。我们研究了定量步态和平衡能力测量与总的日常体力活动的关联程度,同时控制了各种潜在的混杂因素。
参与者(n=608)为参与 Rush 记忆与衰老项目的老年人,这是一项基于社区的衰老队列研究。总的日常体力活动的客观测量值来自可穿戴设备。步态和平衡能力使用固定在身体上的传感器进行客观量化。我们还收集了其他运动功能、认知和心理社会因素以及慢性健康的测量值。我们采用线性回归模型来确定与总的日常体力活动显著相关的移动性方面,并在最终模型中同时考虑所有显著的混杂因素时,测试这些关联的独立性。
有三个步态和平衡测量值与总的日常体力活动独立相关(p<0.01),共同解释了其约 16%的变异。其他运动测量值、认知和心理社会因素以及慢性健康分别单独考虑时,分别解释了其约 8.8%、4.9%和 6.4%的变异。当一起考虑在一个单一的模型中时,所有显著的混杂因素共同解释了体力活动约 21%的变异。
固定在身体上的传感器的步态和平衡测量值与老年人中客观测量的总的日常体力活动密切相关。然而,鉴于体力活动对许多健康结果的重要性,需要进一步的工作来更全面地描述可能影响体力活动的因素。