Empowering Active and Healthy Ageing: Integrating IoT and Wearable Technologies for Personalised Interventions

心理干预 可用性 可穿戴计算机 活跃老化 健康 孤独 互联网隐私 计算机科学 可穿戴技术 心理学 应用心理学 人机交互 医学 老年学 社会心理学 老年人 嵌入式系统 精神科
作者
Jensen Selwyn Joymangul,Ileana Ciobanu,Francesco Agnoloni,Jure Lampe,Chiara Pedrini,Ângela Pinto,Bruna Franceschini,Damien Nicolas,Elena Tamburini,Francesca Cecchi,Mihai Berteanu,Djamel Khadraoui
出处
期刊:Applied sciences [Multidisciplinary Digital Publishing Institute]
卷期号:14 (11): 4789-4789 被引量:12
标识
DOI:10.3390/app14114789
摘要

Social isolation and loneliness greatly contribute to negative health consequences in older adults. Technological solutions can be an asset in promoting social connections and healthy behaviours. This paper presents an innovative structure for an Internet of Things (IoT) platform specifically tailored for older persons. The framework utilises a supervised learning algorithm to classify users into four identified profiles to facilitate the adoption and engagement of technology. The platform incorporates wearables, such as socks and smart bands, to track physical activity, and a messaging module to encourage social interaction. The platform processes the acquired data to quantify steps and deliver tailored interventions remotely to the older adults through the AGAPE Assistant, the mHealth solution of the platform. Furthermore, the AGAPE Assistant has a user interface design for older adults, with a focus on their specific needs. Additionally, improving digital literacy among older adults is crucial for maximizing the long-term compliance and benefits of such technological solutions. On the other hand, AGAPE Monitor is a web application used by formal caregivers to configure the tailored interventions. The platform’s usability was assessed using different usability scale questionnaires, which revealed a mild level of user satisfaction and acceptance. The proposed framework is currently being deployed on more than 112 older adults across three countries: Italy, Romania, and Portugal. The proposed framework provides a holistic solution to encourage active ageing by adopting technology, implementing hybrid interventions, and promoting social interactions.
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