“Will a robo-advisor help my grandpa?”: Exploring pathways to better integrate the elderly in the era of artificial intelligence

IF 12 1区 管理学 Q1 ENGINEERING, INDUSTRIAL
Technovation Pub Date : 2026-08-01 Epub Date: 2026-07-24 DOI:10.1016/j.technovation.2026.103654
Roxana R. Iordache, Fernando A.F. Ferreira, Neuza C.M.Q.F. Ferreira, Marina Dabić, João J.M. Ferreira
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引用次数: 0

Abstract

The global aging population, particularly the increasing number of individuals over 65 in Europe, presents both significant challenges and unique opportunities. This demographic shift has sparked the rise of the Silver Economy (i.e., a sector focused on the production, consumption and trade of goods and services aimed at improving the lives of the elderly), increasingly driven by technological solutions such as artificial intelligence (AI). Among these technologies, robo-advisors (RAs) hold promise in enhancing the quality of life, autonomy and social inclusion for older adults. However, while the potential of AI to integrate the elderly into society is widely acknowledged, there remain substantial gaps in understanding how best to deploy such technologies. Existing literature reveals critical limitations in methodologies and a lack of comprehensive models to guide the integration of AI into the lives of the elderly. This study addresses these gaps by adopting a constructivist approach and proposing a decision-support system to guide authorities in crafting effective policies and initiatives. The system is developed with input from field experts through participatory methods, specifically the Nominal Group Technique (NGT) and the DEcision MAking Trial and Evaluation Laboratory (DEMATEL), within a neutrosophic framework. By doing so, the study provides a more nuanced understanding of the barriers and opportunities in using RAs for the elderly, offering both theoretical advancements and practical recommendations to improve their integration into the AI-driven future of the Silver Economy.
“机器人顾问会帮助我爷爷吗?”:探索如何在人工智能时代更好地融入老年人
全球人口老龄化,特别是欧洲65岁以上人口数量的增加,既带来了重大挑战,也带来了独特的机遇。这种人口结构的转变引发了“银色经济”(即专注于改善老年人生活的商品和服务的生产、消费和贸易的行业)的崛起,越来越多地受到人工智能(AI)等技术解决方案的推动。在这些技术中,机器人顾问(RAs)有望提高老年人的生活质量、自主性和社会包容性。然而,尽管人工智能将老年人融入社会的潜力得到了广泛认可,但在理解如何最好地部署此类技术方面仍存在巨大差距。现有文献揭示了方法上的严重局限性,并且缺乏全面的模型来指导人工智能融入老年人的生活。本研究通过采用建构主义方法并提出一个决策支持系统来指导当局制定有效的政策和举措,从而解决了这些差距。该系统是在中性框架内通过参与式方法,特别是名义群体技术(NGT)和决策试验与评估实验室(DEMATEL),根据现场专家的投入开发的。通过这样做,该研究对老年人使用RAs的障碍和机会有了更细致的了解,提供了理论进步和实践建议,以改善他们融入人工智能驱动的银色经济未来。
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来源期刊
Technovation
Technovation 管理科学-工程:工业
CiteScore
15.10
自引率
11.20%
发文量
208
审稿时长
91 days
期刊介绍: The interdisciplinary journal Technovation covers various aspects of technological innovation, exploring processes, products, and social impacts. It examines innovation in both process and product realms, including social innovations like regulatory frameworks and non-economic benefits. Topics range from emerging trends and capital for development to managing technology-intensive ventures and innovation in organizations of different sizes. It also discusses organizational structures, investment strategies for science and technology enterprises, and the roles of technological innovators. Additionally, it addresses technology transfer between developing countries and innovation across enterprise, political, and economic systems.
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