Using Accelerometer Data to Identify Movement Patterns in an Older Adult: Innovative Strategy for Physical Activity Promotion.

Michael A Welsch, Angela A Duck, Melissa Klamm, Elisa Torres, Breanna Wade
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Abstract

Evidence suggests a physically active lifestyle increases proportion of life lived free of disability. Unfortunately, physical activity participation in older adults is low, suggesting innovative strategies are needed. This case-report (1) examined daily activity routines from accelerometer data; and (2) utilized the movement patterns to "infuse" physical activity within the participant's normal routine.

Case-report: A 60 year old wore an Actigraph GT3X+ accelerometer, on 2 separate days and weeks. Movement patterns, from "raw" accelerometer data, were presented to the participant to identify areas of high and low activity, with suggestions how to increase overall activity. Results indicated activity patterns were reproducible. Physical activity infusions increased movement counts by 34%, and moderate-vigorous physical activity (MVPA) by ~82minutes.

Discussion: Examination of "raw" accelerometer data identified distinct movement routines. Understanding these routines allowed for health provider/participant interaction that led to physical activity "infusions" which contributed to a large increase in MVPA, without major alterations to the individual's day.

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使用加速度计数据识别老年人的运动模式:促进身体活动的创新策略。
有证据表明,积极锻炼身体的生活方式可以增加无残疾生活的比例。不幸的是,老年人的体育活动参与率很低,这表明需要创新的策略。本病例报告(1)从加速度计数据中检查了日常活动;(2)利用运动模式在参与者的正常日常活动中“注入”体力活动。病例报告:一位60岁的老人,在两天和两周内佩戴Actigraph GT3X+加速度计。来自“原始”加速度计数据的运动模式被呈现给参与者,以识别活动高和低的区域,并建议如何增加整体活动。结果表明,活性模式具有可重复性。体力活动输注使运动次数增加34%,中等剧烈体力活动(MVPA)增加约82分钟。讨论:检查“原始”加速度计数据识别不同的运动例程。了解这些常规可以让健康提供者/参与者进行互动,从而导致身体活动“输液”,这有助于大幅增加MVPA,而不会对个人的日常生活产生重大影响。
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