Roxana R. Iordache, Fernando A.F. Ferreira, Neuza C.M.Q.F. Ferreira, Marina Dabić, João J.M. Ferreira
{"title":"“Will a robo-advisor help my grandpa?”: Exploring pathways to better integrate the elderly in the era of artificial intelligence","authors":"Roxana R. Iordache, Fernando A.F. Ferreira, Neuza C.M.Q.F. Ferreira, Marina Dabić, João J.M. Ferreira","doi":"10.1016/j.technovation.2026.103654","DOIUrl":null,"url":null,"abstract":"<div><div>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 (<em>i.e.</em>, 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.</div></div>","PeriodicalId":49444,"journal":{"name":"Technovation","volume":"156 ","pages":"Article 103654"},"PeriodicalIF":12.0000,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Technovation","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0166497226001896","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/7/24 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENGINEERING, INDUSTRIAL","Score":null,"Total":0}
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.
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.