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Updated: Oct 23, 2025

Design and Analysis for Fall Detection System Simplification
Published on: April 6, 2020
Identifying falls remotely in people with multiple sclerosis.
Valerie J Block1, Erica A Pitsch2, Arpita Gopal2
1Department of Neurology, UCSF Weill Institute for Neurosciences, University of California San Francisco, 1651 4th Street, Box 3126, San Francisco, CA, 94143, USA. Valerie.Block@ucsf.edu.
Falling is a common and under-treated issue in multiple sclerosis (MS). The MS Walking Scale (MSWS-12) is a key predictor of falls, highlighting the need for better screening and intervention.
Area of Science:
- Neurology
- Rehabilitation Medicine
- Clinical Research
Background:
- Falling is prevalent in multiple sclerosis (MS) but often overlooked in clinical practice.
- Under-ascertainment and under-treatment of falls in MS patients are significant concerns.
Purpose of the Study:
- To evaluate fall risk factors in individuals with multiple sclerosis (MS).
- To identify predictors of falling in the MS population.
Main Methods:
- Recruited 94 individuals with MS (Expanded Disability Status Scale ≤ 6.5).
- Collected clinic-based measures, patient-reported outcomes (including fall surveys and MS Walking Scale-12), and daily step counts via accelerometers over 12 months.
Main Results:
- 53.2% of participants reported at least one fall, with only 56% documented in medical records.
- Fallers exhibited greater disability (EDSS), were more likely to have progressive MS, and took fewer daily steps compared to non-fallers.
- The MS Walking Scale-12 emerged as a significant predictor of future falls.
Conclusions:
- Falling is common, under-reported, and under-diagnosed in MS patients.
- Multimodal fall screening, both in-clinic and remotely, is recommended to identify high-risk individuals.
- Timely intervention and referral to specialized physical rehabilitation can improve patient care.
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