1. Real-world gait speed estimation, frailty and handgrip strength: a cohort-based study
- Author
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Abolfazl Soltani, Peter Vollenweider, Kamiar Aminian, Pedro Marques-Vidal, Anisoara Paraschiv-Ionescu, and Nazanin Abolhassani
- Subjects
Male ,Percentile ,medicine.medical_specialty ,Aging ,Science ,steps ,Accelerometer ,Article ,Grip strength ,Wearable Electronic Devices ,Gait (human) ,Physical medicine and rehabilitation ,Medical research ,Engineering ,Accelerometry ,Medicine ,Humans ,older-adults ,Prospective Studies ,physical-activity ,Geriatric Assessment ,Aged ,Estimation ,people ,Multidisciplinary ,Frailty ,Hand Strength ,business.industry ,Health care ,Stepwise regression ,Middle Aged ,Walking Speed ,Preferred walking speed ,Cross-Sectional Studies ,Risk factors ,grip strength ,bout ,Cohort ,go test ,Feasibility Studies ,Female ,business ,Follow-Up Studies - Abstract
Gait speed is a reliable outcome measure across multiple diagnoses, recognized as the 6th vital sign. The focus of the present study was on assessment of gait speed in long-term real-life settings with the aim to: (1) demonstrate feasibility in large cohort studies, using data recorded with a wrist-worn accelerometer device; (2) investigate whether the walking speed assessed in the real-world is consistent with expected trends, and associated with clinical scores such as frailty/handgrip strength. This cross-sectional study included n = 2809 participants (1508 women, 1301 men, [45–75] years old), monitored with a wrist-worn device for 13 consecutive days. Validated algorithms were used to detect the gait bouts and estimate speed. A set of metrics were derived from the statistical distribution of speed of gait bouts categorized by duration (short, medium, long). The estimated usual gait speed (1–1.6 m/s) appears consistent with normative values and expected trends with age, gender, BMI and physical activity levels. Speed metrics significantly improved detection of frailty: AUC increase from 0.763 (no speed metrics) to 0.798, 0.800 and 0.793 for the 95th percentile of individual’s gait speed for bout durations 120 s, respectively (all p 120 s, respectively (all p
- Published
- 2021