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Detection of Walk Tests in Free-Living Activities Using a Wrist-Worn Device.使用腕戴式设备检测自由生活活动中的步行测试
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两分钟步行试验的个体化参考值:来自美国国立卫生研究院工具包研究的横断面数据分析。

Personalized Reference Values for the Two-Minute Walk Test: An Analysis of Cross-Sectional Data From the National Institutes of Health Toolbox Study.

机构信息

School of Physical Therapy and Rehabilitation Science, The University of Montana - Missoula, MT.

School of Physical Therapy and Rehabilitation Science, The University of Montana - Missoula, MT.

出版信息

Arch Phys Med Rehabil. 2023 Sep;104(9):1418-1424.e1. doi: 10.1016/j.apmr.2023.03.021. Epub 2023 Apr 8.

DOI:10.1016/j.apmr.2023.03.021
PMID:37037295
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10524757/
Abstract

OBJECTIVES

To develop reference values for the Two-Minute Walk Test (TMWT) via 2 previously untested methods: (1) smooth age-based statistical models and (2) a neighbors-based approach accounting for age, sex, and height.

DESIGN

Cross-sectional observational study.

SETTING

National Institutes of Health Toolbox study sites across the United States.

PARTICIPANTS

A total of 1385 healthy, community dwelling adult participants (age 18-85 years) in the National Institutes of Health Toolbox study were included in this analysis.

INTERVENTION

None.

MAIN OUTCOME MEASURES

Reference values for TMWT were generated using 2 approaches: (1) Generalized Additive Models for Location Scale and Shape, wherein TMWT values were modeled as a smooth function of age, and (2) a semiparametric neighbors-based approach. The performance of references values was then adjudicated by examining precision (ie, the average interquartile or interdecile range of reference values), and coverage (ie, the proportion of realized values included within a given inter-percentile interval). Agreement between methods was examined by intraclass correlation coefficient.

RESULTS

Neighbors-based reference values demonstrated a smaller average interquartile range (149 ft; 95% confidence interval [CI], 146-152 ft), compared with age-based reference values (158 ft; 95% CI, 155-162 ft), but similar average interdecile range (neighbors-based: 369 ft; 95% CI, 360-377 ft; age-based: 374 ft; 95% CI, 366-383 ft). Coverage appeared accurate via both approaches. Agreement between approaches was high (intraclass correlation coefficient=0.96), although differences were apparent on a case-by-case basis.

CONCLUSIONS

Both age-based and neighbors-based reference values offer viable options for interpreting a person's TMWT performance. In this analysis, the neighbors-based approach (adjusting for height) yielded potentially clinically relevant differences in reference values for persons at extremes of height.

摘要

目的

通过两种先前未经测试的方法(1)平滑的基于年龄的统计模型和(2)基于邻居的方法来制定两分钟步行测试(TMWT)的参考值,考虑到年龄、性别和身高。

设计

横断面观察性研究。

地点

美国国立卫生研究院工具包研究地点。

参与者

共有 1385 名健康、居住在社区的成年参与者(年龄在 18-85 岁之间)参与了这项 NIH 工具包研究的分析。

干预措施

无。

主要观察结果

使用两种方法生成 TMWT 的参考值:(1)位置尺度和形状的广义加性模型,其中 TMWT 值被建模为年龄的平滑函数,(2)半参数邻居方法。然后通过检查精度(即参考值的平均四分位数或十分位数范围)和覆盖范围(即实现值包含在给定百分位间隔内的比例)来判断参考值的性能。通过内部一致性系数检查方法之间的一致性。

结果

与基于年龄的参考值(158 英尺;95%置信区间[CI],155-162 英尺)相比,基于邻居的参考值表现出更小的平均四分位距(149 英尺;95%CI,146-152 英尺),但平均十分位距相似(基于邻居的:369 英尺;95%CI,360-377 英尺;基于年龄的:374 英尺;95%CI,366-383 英尺)。两种方法的覆盖范围似乎都很准确。两种方法之间的一致性很高(组内相关系数=0.96),尽管在个案基础上存在差异。

结论

基于年龄和基于邻居的参考值都为解释一个人的 TMWT 表现提供了可行的选择。在这项分析中,基于邻居的方法(根据身高进行调整)在身高处于极端的个体的参考值方面产生了潜在的临床相关差异。