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 α = 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.
Original language | English |
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Article number | 998 |
Journal | Biosensors |
Volume | 13 |
Issue number | 12 |
DOIs | |
Publication status | Published - 25 Nov 2023 |
Keywords
- community-dwelling older people
- fall risk assessment
- inertial measurement unit (IMU) sensor
- the Mini-Balance Evaluation Systems Test (Mini-BESTest)
- wearable system
ASJC Scopus subject areas
- Analytical Chemistry
- Biotechnology
- Biomedical Engineering
- Instrumentation
- Engineering (miscellaneous)
- Clinical Biochemistry