Evaluation of Smart Agitation Prediction and Management for Dementia Care and Novel Universal Village Oriented Solution for Integration, Resilience, Inclusiveness and Sustainability

Kelly Zhang, Hao Yuan, Yajun Fang
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Abstract

At present, the world is being faced with the challenge of an aging population, correlating to a growing number of seniors with dementia. With this uptick in persons with dementia (PWD), managing dementia-induced agitation, a behavior present in 90 precent of PWD characterized by physical aggression, verbal outburst, or other troubling behavior, is a pressing issue [1]. Caregiver burden associated with agitation is one of the leading causes a community-based PWD is institutionalized [2], so by supporting PWD-caregiver dyads, we improve individual quality of life and relieve stress placed on the global healthcare system. Use of AI technology, big data, and integrated networks of wearable and ambient sensors has enabled continuous monitoring of dementia care. However, most methods focus on data collection at the early stages of dementia. More research is needed on how novel technologies can empower PWD and their caregivers to take action to manage agitation and support them in the long term as symptoms progress. Moreover, current methods have not taken full advantage of the information obtained and do not provide personalized care. In this paper, we use the Universal Village (UV) perspective to evaluate the current status of smart technologies with the potential for use in preventing and mitigating agitation while providing support to the caregiver. We conduct evaluations based on the framework of a closed feedback control loop: data acquisition, communication, decision making, and action. We propose that a robust PWD agitation management system should take into consideration the interaction between the smart healthcare system and other seven smart city subsystems: smart home, intelligent transportation, urban planning and crowd management, smart energy management, smart city infrastructure, smart response system for city emergency, smart environmental protection and smart humanity, and also study how managing agitation would be affected by four major impacting factors of smart cities: information flow, material cycle, lifestyle, and community. This systematic study will help us explore in depth the complicated dynamic relationship between multiple impacting factors and propose a UV-oriented, integrated, resilient, inclusive, and sustainable development framework design. As such, the novel framework will improve PWD quality of life and reduce the care burden for formal and informal caregivers through continuous, unobtrusive monitoring, life-long agitation management throughout different stages of dementia, PWD-caregiver dyad-specific guidance, preventive healthcare, and timely treatment.
智能躁动预测与痴呆护理管理评估及面向融合、弹性、包容性和可持续性的新型普世村解决方案
目前,世界正面临着人口老龄化的挑战,这与越来越多的老年人患有痴呆症有关。随着痴呆症患者(PWD)的增加,管理痴呆症引起的躁动是一个紧迫的问题,这种行为存在于90%的PWD中,其特征是身体攻击,言语爆发或其他令人不安的行为。[1]与躁动相关的照顾者负担是社区PWD制度化的主要原因之一[2],因此,通过支持PWD-照顾者,我们改善了个体的生活质量,减轻了全球医疗保健系统的压力。利用人工智能技术、大数据以及可穿戴和环境传感器的集成网络,可以对痴呆症护理进行持续监测。然而,大多数方法侧重于痴呆症早期阶段的数据收集。需要进行更多的研究,以了解新技术如何使残疾患者及其护理人员能够采取行动,管理躁动,并在症状恶化时为他们提供长期支持。此外,目前的方法并没有充分利用所获得的信息,也没有提供个性化的护理。在本文中,我们使用通用村(UV)的视角来评估智能技术的现状,这些技术在为护理人员提供支持的同时,有可能用于预防和减轻躁动。我们基于一个封闭的反馈控制回路框架进行评估:数据采集、沟通、决策和行动。我们建议一个强大的PWD躁动管理系统应该考虑到智能医疗系统和其他七个智慧城市子系统之间的交互:智能家居、智能交通、城市规划与人群管理、智慧能源管理、智慧城市基础设施、智慧城市应急响应系统、智慧环保、智慧人文,并研究智慧城市的信息流、物质循环、生活方式、社区四大影响因素对管理扰动的影响。系统的研究将有助于我们深入探索多种影响因素之间复杂的动态关系,并提出一个面向紫外线、综合、弹性、包容、可持续的发展框架设计。因此,新的框架将通过持续的、不引人注目的监测、贯穿痴呆不同阶段的终身躁动管理、针对PWD护理人员的特定指导、预防性保健和及时治疗,改善PWD的生活质量,减轻正式和非正式护理人员的护理负担。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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