Reimagining falls prevention with insights from systems mapping on the use of millimetre-wave radar for remote health monitoring.

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Elif Dogu, José A Paredes, Akram Alomainy, Janelle M Jones, Khalid Z Rajab
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引用次数: 0

Abstract

Falls constitute a significant public health concern, demanding innovative solutions that transcend traditional methodologies. Current falls practice focuses on reactive post-fall assessment and management rather than proactive prevention and mitigation. We propose that millimetre-wave radar technology for real-time, continuous falls risk screening at home may address the limitations of current falls practice. To investigate the feasibility of this solution, we interviewed five experts in physiotherapy, falls prevention among older adults, and comprehensive geriatric assessment to identify the current state of play and potential for changes to falls practice. We applied a novel technique, systems mapping, to visually illustrate and analyse the interactions between components of current and proposed systems for addressing falls and constructed two conceptual maps: First, the current system was mapped by asking experts about the causal relationships between 15 system components. Second, to examine the feasibility of the proposed system, the components related to falls risk screening were replaced by radar-based home monitoring and experts were asked to re-evaluate the causal relationships between system components. Next, four scenarios (no fear of falling, no mobility limitation, maximising screening in the current system, maximising radar-based screening) were applied using the maps. Experts identified mobility deterioration and previous falls as key indicators of future falls, noting that increased screening in current practice could reduce risks but increase healthcare professionals' workloads. Experts were positive about radar-based wireless home monitoring, believing it could reduce fall risks whilst reducing all fall-related costs. These findings suggest that, according to experts, millimetre-wave radar can be an effective solution in advancing falls prevention.

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利用毫米波雷达进行远程健康监测的系统映射,重新构想预防跌倒的方法。
跌倒是一个重大的公共卫生问题,需要超越传统方法的创新解决办法。目前的摔伤做法侧重于摔伤后的被动评估和管理,而不是主动预防和缓解。我们建议毫米波雷达技术用于实时、连续的家庭跌倒风险筛查,可以解决当前跌倒实践的局限性。为了研究这一解决方案的可行性,我们采访了五位物理治疗、老年人跌倒预防和综合老年评估方面的专家,以确定当前的游戏状态和改变跌倒练习的潜力。我们应用了一种新的技术,系统映射,来直观地说明和分析当前和拟议系统的组件之间的相互作用,以解决跌倒,并构建了两个概念图:首先,通过询问专家关于15个系统组件之间的因果关系来映射当前系统。其次,为了检验所提出的系统的可行性,将跌倒风险筛查相关的组件替换为基于雷达的家庭监测,并要求专家重新评估系统组件之间的因果关系。接下来,使用地图应用了四种场景(没有摔倒的恐惧,没有移动限制,在当前系统中最大化筛查,最大化基于雷达的筛查)。专家认为,活动能力恶化和以前的跌倒是未来跌倒的关键指标,并指出,在目前的实践中,增加筛查可能会降低风险,但会增加医疗保健专业人员的工作量。专家们对基于雷达的无线家庭监控持积极态度,认为它可以降低跌倒风险,同时降低所有与跌倒相关的成本。这些发现表明,根据专家的说法,毫米波雷达可以成为一种有效的预防跌倒的解决方案。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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