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| Title: | Reliability, validity, and identification ability of a commercialized waist-attached inertial measurement unit (IMU) sensor-based system in fall risk assessment of older people | Authors: | Li, KJ Wong, NLY Law, MC Lam, FMH Wong, HC Chan, TO Wong, KN Zheng, YP Huang, QY Wong, AYL Kwok, TCY Ma, CZH |
Issue Date: | Dec-2023 | Source: | Biosensors, Dec. 2023, v. 13, no. 12, 998 | Abstract: | 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. | Keywords: | Fall risk assessment Wearable system Inertial measurement unit (IMU) sensor the Mini-Balance Evaluation Systems Test (Mini-BESTest) Community-Dwelling older people |
Publisher: | MDPI AG | Journal: | Biosensors | EISSN: | 2079-6374 | DOI: | 10.3390/bios13120998 | Rights: | © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). The following publication Li, K.-J.; Wong, N.L.-Y.; Law, M.-C.; Lam, F.M.-H.; Wong, H.-C.; Chan, T.-O.; Wong, K.-N.; Zheng, Y.-P.; Huang, Q.-Y.; Wong, A.Y.-L.; et al. Reliability, Validity, and Identification Ability of a Commercialized Waist-Attached Inertial Measurement Unit (IMU) Sensor-Based System in Fall Risk Assessment of Older People. Biosensors 2023, 13, 998 is available at https://dx.doi.org/10.3390/bios13120998. |
| Appears in Collections: | Journal/Magazine Article |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| biosensors-13-00998.pdf | 1.95 MB | Adobe PDF | View/Open |
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