Ageing-friendly cities for assessing older adults' decline: IoT-based system for continuous monitoring of frailty risks using smart city infrastructure

被引:18
作者
Abril-Jimenez, Patricia [1 ]
Lacal, Javier Rojo [1 ]
Perez, Silvia de los Rios [1 ]
Paramo, Miguel [1 ]
Colomer, Juan Bautista Montalva [1 ]
Waldmeyer, Maria Teresa Arredondo [1 ]
机构
[1] Univ Politecn Madrid, Escuela Tecn Super Ingn Telecomunicac, 108,Ave Complutense 30, E-28040 Madrid, Spain
基金
欧盟地平线“2020”;
关键词
Aging; Early detection; Activity pattern; Data analysis; PHYSICAL-ACTIVITY; SEDENTARY BEHAVIOR; HEALTH; WOMEN;
D O I
10.1007/s40520-019-01238-y
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Background and aims Population ageing is a typical phenomenon of developed countries with a great influence in their economy and society, with an increment on age-related expenditures. Disruptive solutions are needed to deploy new cost-effective and sustainable solutions for aging well and independent living of our seniors. In this sense, new technological paradigms as IoT technologies and smart cities have the potential to become main drivers for innovation uptake. The purpose of this study is to describe a longitudinal cohort study in smart cities for assessing early frailty symptoms deploying an unobtrusive IoT-based system in the Madrid city. Methods A system was deployed in the Madrid city with the participation of 45 elderly users for an average of 71 weeks. Metrics were assessed by the available sensors in combination with the open data infrastructure of Madrid. Metrics include activity of the user, weekly visits pattern and transport daily usage pattern. System engagement was also monitored. Participants are assessed bimonthly with health and functional questionnaires. Results 45 older adults with a mean age of 79.1 years. Participants activity patterns monitor detected changes during potentially risky situations that usually were not reported by traditional assessment tools. Analysis of data collected enabled to identify absence of frailty (robust or post-robust status) Discussion and conclusions The results demonstrate the feasibility of engaging older adults with an IoT-based system and the successful collection of their activity metrics. Variation in the activity patterns may be a first sign of functional decline and enables to identify potential areas of early intervention.
引用
收藏
页码:663 / 671
页数:9
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