ORIGINAL RESEARCH article

Front. Psychol.

Sec. Psychology of Aging

Volume 16 - 2025 | doi: 10.3389/fpsyg.2025.1540201

This article is part of the Research TopicAging and WorkView all 13 articles

Examining Factors Influencing the Adoption of Smart Integrated Devices by the Elderly in the Digital Era: Insights from Behavioral Design Theory

Provisionally accepted
Sijie  SunSijie Sun1Na  QiNa Qi2Haoran  LiHaoran Li1Liang  XiaoLiang Xiao3*
  • 1Autonomous University of Barcelona, Barcelona, Spain
  • 2Sungkyunkwan University, Jongno-gu, Seoul, Republic of Korea
  • 3RMIT University, Melbourne, Victoria, Australia

The final, formatted version of the article will be published soon.

Digitalization and aging are significant features of contemporary social transformation and development. Understanding the usage behavior of smart integrated devices by the elderly in the context of digitalization and clarifying the influencing factors have positive implications for promoting their adaptation and integration into the digital society. Using data from the 2020 China Longitudinal Aging Social Survey (CLASS), logistic regression analysis, Lasso analysis, and robustness tests were conducted. The study found that elderly urban individuals who are male, older, married, have lower health status, higher educational attainment, lower income, internet usage experience, and fewer children are more likely to use smart integrated devices. Behavioral Design Theory provides a framework to understand these findings by considering the use of smart devices from three aspects: motivation, ability, and triggers. Motivational factors, such as health management and social connection, are crucial, with smart devices offering features like health monitoring and social media integration to enhance these motivations. Ability factors involve the design of devices that accommodate the physical and cognitive limitations of the elderly, ensuring usability. Trigger factors include family support and interaction, highlighting the role of children and relatives in providing technical support and emotional encouragement. Lasso analysis revealed that internet usage experience is the most significant and enduring factor influencing smart device usage among the elderly. Additionally, the specific purposes of internet usage play a crucial role in determining the extent of reliance on smart devices. To better help the elderly share the benefits of digitalization and actively respond to population aging, it is crucial to understand the factors that influence the use of smart integrated devices by the elderly for promoting their digital inclusion and well-being.

Keywords: Smart Integrated Devices, Elderly Usage Behavior, Behavioral Design Theory, Digital Inclusion, Internet usage experience

Received: 05 Dec 2024; Accepted: 28 May 2025.

Copyright: © 2025 Sun, Qi, Li and Xiao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Liang Xiao, RMIT University, Melbourne, 3000, Victoria, Australia

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