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Artificial intelligence-based technologies to reduce loneliness and improve social connectedness in older people: a systematic review

孤独 社会联系 心理学 生活质量(医疗保健) 社会孤立 质量(理念) 社会心理学 应用心理学 社会关系 发展心理学 社会支持 情感(语言学) 老年学 老年人 生活满意度
作者
Sacramento Pinazo Hernandis,Rosa Redolat,Antonio Caballer Miedes
出处
期刊:Gerontologist [Oxford University Press]
卷期号:66 (1) 被引量:5
标识
DOI:10.1093/geront/gnaf267
摘要

BACKGROUND AND OBJECTIVES: Artificial Intelligence (AI) is undergoing a paradigm shift in its application to healthcare, particularly in the context of ageing-related care, with significant implications for disease prevention, diagnosis, and treatment. The integration of advanced machine learning, deep neural networks, and natural language processing has enabled AI to analyze datasets with remarkable accuracy, surpassing the performance of traditional methods. AI-driven approaches have the potential to facilitate early disease detection, predict progression, and personalize treatments, optimizing healthcare resources. Furthermore, AI is contributing to the development of new treatments and supporting public health strategies. The objective is to assess the effectiveness of AI-based interventions for loneliness. RESEARCH DESIGN AND METHODS: This article presents a systematic review using the Preferred Reporting Items for Systematic Reviews and Meta-analyses methodology. Databases searched were PubMed, Web of Science, Scopus and PsycInfo. A total of 19 articles were identified fulfilling the inclusion criteria, and using validated tools to assess loneliness. Studies were summarized indicating: country, sample, design of the study, measures of loneliness, the AI-based technology main findings and implications. RESULTS: Findings highlight AI's potential to enhance social well-being among older adults. From a policy perspective, AI-driven analytics enable targeted interventions by identifying trends in age-related health and social issues from the psychology of social intervention. The adoption of AI in ageing policies promotes efficient, inclusive frameworks that support healthy ageing and reduce pressure on traditional healthcare systems. DISCUSSION AND IMPLICATIONS: This study contributes to the growing evidence supporting AI's role in addressing loneliness and improving overall quality of life in ageing populations.
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