Reliability, Validity, and Identification Ability of a Commercialized Waist-Attached Inertial Measurement Unit (IMU) Sensor-Based System in Fall Risk Assessment of Older People

被引:4
|
作者
Li, Ke-Jing [1 ]
Wong, Nicky Lok-Yi [1 ]
Law, Man-Ching [1 ,2 ,3 ]
Lam, Freddy Man-Hin [4 ]
Wong, Hoi-Ching [1 ,3 ]
Chan, Tsz-On [1 ,3 ]
Wong, Kit-Naam [1 ,3 ]
Zheng, Yong-Ping [1 ,2 ,3 ]
Huang, Qi-Yao [5 ]
Wong, Arnold Yu-Lok [2 ,4 ]
Kwok, Timothy Chi-Yui [6 ]
Ma, Christina Zong-Hao [1 ,2 ]
机构
[1] Hong Kong Polytech Univ, Dept Biomed Engn, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Res Inst Smart Ageing, Hong Kong, Peoples R China
[3] Hong Kong Polytech Univ, Hong Kong, Peoples R China
[4] Hong Kong Polytech Univ, Dept Rehabil Sci, Hong Kong, Peoples R China
[5] Hong Kong Polytech Univ, Sch Fash & Text, Hong Kong, Peoples R China
[6] Chinese Univ Hong Kong, Dept Med & Therapeut, Hong Kong, Peoples R China
来源
BIOSENSORS-BASEL | 2023年 / 13卷 / 12期
关键词
fall risk assessment; wearable system; inertial measurement unit (IMU) sensor; the Mini-Balance Evaluation Systems Test (Mini-BESTest); community-dwelling older people; MINI-BESTEST; BIOFEEDBACK SYSTEM; ADULTS; GO; GAIT; TOOLS; TESTS; YOUNG;
D O I
10.3390/bios13120998
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Falls are a prevalent cause of injury among older people. While some wearable inertial measurement unit (IMU) sensor-based systems have been widely investigated for fall risk assessment, their reliability, validity, and identification ability in community-dwelling older people remain unclear. Therefore, this study evaluated the performance of a commercially available IMU sensor-based fall risk assessment system among 20 community-dwelling older recurrent fallers (with a history of >= 2 falls in the past 12 months) and 20 community-dwelling older non-fallers (no history of falls in the past 12 months), together with applying the clinical scale of the Mini-Balance Evaluation Systems Test (Mini-BESTest). The results show that the IMU sensor-based system exhibited a significant moderate to excellent test-retest reliability (ICC = 0.838, p < 0.001), an acceptable level of internal consistency reliability (Spearman's rho = 0.471, p = 0.002), an acceptable convergent validity (Cronbach's alpha = 0.712), and an area under the curve (AUC) value of 0.590 for the IMU sensor-based receiver-operating characteristic (ROC) curve. The findings suggest that while the evaluated IMU sensor-based system exhibited good reliability and acceptable validity, it might not be able to fully identify the recurrent fallers and non-fallers in a community-dwelling older population. Further system optimization is still needed.
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页数:14
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