使用加速度计描述老年居住护理中的行走行为,并比较不同护理水平、认知状态和身体功能:横断面研究。
Characterizing Walking Behaviors in Aged Residential Care Using Accelerometry, With Comparison Across Care Levels, Cognitive Status, and Physical Function: Cross-Sectional Study.
机构信息
Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom.
National Institute for Health and Care Research Biomedical Research Centre, Newcastle University and the Newcastle Upon Tyne Hospitals National Health Service Foundation Trust, Newcastle Upon Tyne, United Kingdom.
出版信息
JMIR Aging. 2024 Jun 4;7:e53020. doi: 10.2196/53020.
BACKGROUND
Walking is important for maintaining physical and mental well-being in aged residential care (ARC). Walking behaviors are not well characterized in ARC due to inconsistencies in assessment methods and metrics as well as limited research regarding the impact of care environment, cognition, or physical function on these behaviors. It is recommended that walking behaviors in ARC are assessed using validated digital methods that can capture low volumes of walking activity.
OBJECTIVE
This study aims to characterize and compare accelerometry-derived walking behaviors in ARC residents across different care levels, cognitive abilities, and physical capacities.
METHODS
A total of 306 ARC residents were recruited from the Staying UpRight randomized controlled trial from 3 care levels: rest home (n=164), hospital (n=117), and dementia care (n=25). Participants' cognitive status was classified as mild (n=87), moderate (n=128), or severe impairment (n=61); physical function was classified as high-moderate (n=74) and low-very low (n=222) using the Montreal Cognitive Assessment and the Short Physical Performance Battery cutoff scores, respectively. To assess walking, participants wore an accelerometer (Axivity AX3; dimensions: 23×32.5×7.6 mm; weight: 11 g; sampling rate: 100 Hz; range: ±8 g; and memory: 512 MB) on their lower back for 7 days. Outcomes included volume (ie, daily time spent walking, steps, and bouts), pattern (ie, mean walking bout duration and alpha), and variability (of bout length) of walking. Analysis of covariance was used to assess differences in walking behaviors between groups categorized by level of care, cognition, or physical function while controlling for age and sex. Tukey honest significant difference tests for multiple comparisons were used to determine where significant differences occurred. The effect sizes of group differences were calculated using Hedges g (0.2-0.4: small, 0.5-0.7: medium, and 0.8: large).
RESULTS
Dementia care residents showed greater volumes of walking (P<.001; Hedges g=1.0-2.0), with longer (P<.001; Hedges g=0.7-0.8), more variable (P=.008 vs hospital; P<.001 vs rest home; Hedges g=0.6-0.9) bouts compared to other care levels with a lower alpha score (vs hospital: P<.001; Hedges g=0.9, vs rest home: P=.004; Hedges g=0.8). Residents with severe cognitive impairment took longer (P<.001; Hedges g=0.5-0.6), more variable (P<.001; Hedges g=0.4-0.6) bouts, compared to those with mild and moderate cognitive impairment. Residents with low-very low physical function had lower walking volumes (total walk time and bouts per day: P<.001; steps per day: P=.005; Hedges g=0.4-0.5) and higher variability (P=.04; Hedges g=0.2) compared to those with high-moderate capacity.
CONCLUSIONS
ARC residents across different levels of care, cognition, and physical function demonstrate different walking behaviors. However, ARC residents often present with varying levels of both cognitive and physical abilities, reflecting their complex multimorbid nature, which should be considered in further work. This work has demonstrated the importance of considering a nuanced framework of digital outcomes relating to volume, pattern, and variability of walking behaviors among ARC residents.
背景
在养老院居住的老年人中,行走对于保持身心健康非常重要。由于评估方法和指标不一致,以及关于环境、认知或身体功能对这些行为的影响的研究有限,因此养老院居民的行走行为尚未得到充分描述。建议使用可以捕捉少量行走活动的经过验证的数字方法评估养老院居民的行走行为。
目的
本研究旨在描述和比较不同护理水平、认知能力和身体能力的养老院居民的加速度计衍生行走行为。
方法
共有 306 名养老院居民参加了从 3 个护理水平(疗养院:n=164;医院:n=117;痴呆护理:n=25)中招募的 Staying UpRight 随机对照试验。参与者的认知状态分为轻度(n=87)、中度(n=128)或严重损伤(n=61);身体功能分别使用蒙特利尔认知评估和短程物理表现电池的截断分数分为高-中(n=74)和低-非常低(n=222)。为了评估行走,参与者在背部佩戴加速度计(Axivity AX3;尺寸:23×32.5×7.6mm;重量:11g;采样率:100Hz;范围:±8g;和内存:512MB),持续 7 天。结果包括行走的量(即每天行走的时间、步数和回合)、模式(即平均行走回合持续时间和 alpha)和行走的可变性(回合长度)。使用协方差分析评估根据护理水平、认知或身体功能分类的组间行走行为差异,同时控制年龄和性别。使用 Tukey 诚实显著差异检验进行多重比较,以确定差异发生的位置。使用 Hedges g(0.2-0.4:小,0.5-0.7:中,0.8:大)计算组间差异的效应大小。
结果
痴呆护理居民的行走量较大(P<.001;Hedges g=1.0-2.0),行走时间较长(P<.001;Hedges g=0.7-0.8),行走回合更为多变(P=.008 与医院;P<.001 与疗养院;Hedges g=0.6-0.9),且 alpha 评分较低(与医院:P<.001;Hedges g=0.9,与疗养院:P=.004;Hedges g=0.8)。与轻度和中度认知障碍的居民相比,严重认知障碍的居民行走时间更长(P<.001;Hedges g=0.5-0.6),行走回合更为多变(P<.001;Hedges g=0.4-0.6)。身体功能低-非常低的居民每天行走的时间(总行走时间和回合)、步数和回合(P<.001;Hedges g=0.4-0.5)和更高的可变性(P=.04;Hedges g=0.2)较低。
结论
不同护理水平、认知和身体功能的养老院居民表现出不同的行走行为。然而,养老院居民通常表现出不同程度的认知和身体能力,反映出他们复杂的多病共存性质,这在进一步的工作中应加以考虑。这项工作表明,考虑与养老院居民的行走行为的量、模式和可变性相关的数字结果的细微框架非常重要。