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Updated: Aug 21, 2026

Design and Analysis for Fall Detection System Simplification
Published on: April 6, 2020
Development of a pragmatic multidisciplinary protocol to validate a contactless fall detection system for older
Chang-Chun Chen1, Alisha H Johnson2, Marjorie Skubic3
1College of Engineering, Department of Electrical and Computer Engineering, University of Arizona, Tucson, AZ, USA.
Background:
Falls among residents of long-term care facilities are associated with substantial morbidity, mortality, and healthcare utilization. Despite the availability of numerous fall detection technologies, practical protocols for evaluating performance in real-world care environments remain limited.
Objective:
To develop a pragmatic and replicable protocol for validating contactless fall detection systems in long-term care environments.
Methods:
This article presents a protocol that combines structured testing by trained stunt actors, continuous real-world monitoring, and predefined procedures for event verification and classification to evaluate system performance across fall and non-fall events relevant to older adults.
Protocol Description:
The protocol consists of three phases: pre-implementation assessment, system implementation and training, and system verification. It incorporates site assessment, sensor deployment, scripted testing, continuous monitoring, event verification, and predefined analytical procedures under real-world conditions.
Conclusion:
This protocol provides an approach for evaluating contactless fall detection systems in long-term care environments. Future studies are needed to apply the protocol across different sensor platforms and care settings to evaluate reproducibility, generalizability, and operational feasibility.
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