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基于加速度计的可穿戴传感器在老年人身体活动监测中的应用:当前知识和应用的系统文献综述。

Physical activity monitoring by use of accelerometer-based body-worn sensors in older adults: a systematic literature review of current knowledge and applications.

机构信息

Norwegian University of Science and Technology, Department of Neuroscience, Trondheim, Norway.

出版信息

Maturitas. 2012 Jan;71(1):13-9. doi: 10.1016/j.maturitas.2011.11.003. Epub 2011 Nov 30.

DOI:10.1016/j.maturitas.2011.11.003
PMID:22134002
Abstract

OBJECTIVES

To systematically review the literature on physical activity variables derived from body-worn sensors during long term monitoring in healthy and in-care older adults.

METHODS

Using pre-designed inclusion and exclusion criteria, a PubMed search strategy was designed to trace relevant reports of studies. Last search date was March 8, 2011.

STUDY SELECTION

Studies that included persons with mean or median age of >65 years, used accelerometer-based body-worn sensors with a monitoring length of >24h, and reported values on physical activity in the samples assessed.

RESULTS

1403 abstracts were revealed and 134 full-text papers included in the final review. A variety of variables derived from activity counts or recognition of performed activities were reported in healthy older adults as well as in in-care older adults. Three variables were possible to compare across studies, level of Energy Expenditure in kcal per day and activity recognition in terms of total time in walking and total activity. However, physical activity measured by these variables demonstrated large variation between studies and did not distinguish activity between healthy and in-care samples.

CONCLUSION

There is a rich variety in methods used for data collection and analysis as well as in reported variables. Different aspects of physical activity can be described, but the variety makes it challenging to compare across studies. There is an urgent need for developing consensus on activity monitoring protocols and which variables to report.

摘要

目的

系统回顾关于在健康和护理老年人中使用佩戴式传感器进行长期监测时得出的身体活动变量的文献。

方法

使用预先设计的纳入和排除标准,设计了一个 PubMed 搜索策略来追踪相关的研究报告。最后一次搜索日期是 2011 年 3 月 8 日。

研究选择

纳入平均或中位数年龄>65 岁的人群、使用基于加速度计的佩戴式传感器且监测时间>24 小时、并报告评估样本中身体活动值的研究。

结果

共显示了 1403 个摘要,最终有 134 篇全文纳入综述。在健康老年人和护理老年人中,报道了各种从活动计数或识别活动中得出的变量。有三个变量可以在研究之间进行比较,即每天消耗的能量水平(以千卡为单位)和行走总时间和总活动量方面的活动识别。然而,这些变量测量的身体活动在研究之间存在很大差异,无法区分健康和护理样本之间的活动。

结论

数据收集和分析方法以及报告变量的种类繁多。可以描述身体活动的不同方面,但这种多样性使得在研究之间进行比较变得具有挑战性。迫切需要就活动监测协议和要报告的变量达成共识。

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