ArticleBehavioral sciences (Basel, Switzerland)2023
Research on the Factors Affecting the Adoption of Smart Aged-Care Products by the Aged in China: Extension Based on UTAUT Model.
Article in Behavioral sciences (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Older Adults' Continued Use of Smart Healthcare Applications: An Integrated HBM-UTAUT Model with Technology Anxiety.Healthcare (Basel, Switzerland) · 2026Article
- Adoption and Use of a Smart Home Connected Care System by Older Adults: Mixed Methods Study.JMIR aging · 2026Article
- The role of digital literacy among older adults in the continuance intention toward smart care service platforms: survey study.BMC geriatrics · 2026Article
- Digital inclusion, legal governance, and the adoption of smart care services by older adults in China: an evolutionary game analysis.Frontiers in public health · 2026Article
- Exploring care adoption intention among older adults using XGBoost: a rural case in Anhui, China.Frontiers in public health · 2026Article
- Older adults' adoption of shared service platforms outside long-term care insurance in Japan based on technology acceptance model.Frontiers in public health · 2026Article
- The smart senior care demand in China in the context of active ageing: a qualitative study with multiple perspectives.Frontiers in public health · 2025Article
- Dilemmas in the usage of community-based home care and smart home care services for older adults among family caregivers of older adults with mild cognitive impairment (MCI): a qualitative study.Frontiers in public health · 2025Article
- An Analysis of How Smart Home Product Attributes Influence Older Adults' Avoidance Psychology: The Sequential Mediation Role of Product Identity and Trust.Behavioral sciences (Basel, Switzerland) · 2024Article
- Effects of Robot Animacy and Emotional Expressions on Perspective-Taking Abilities: A Comparative Study across Age Groups.Behavioral sciences (Basel, Switzerland) · 2023Article
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Authors and funding
5 authors.
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Abstract
With the rapid development of network technology and smart technology, smart aged-care products are becoming increasingly valued for their ability to help the aged actively cope with the challenges of aging. However, seniors face challenges in using smart aged-care products for many reasons, which reduces their willingness to adopt them. As a result, the sustainable development of smart aged-care products is constrained. This study combined the unified theory of technology acceptance and use, perceived risk theory and perceived cost theory, and reconstructed a research model that investigated the adoption of smart aged-care products by the elderly in China. Questionnaires were given to older Chinese adults in this study, and 386 valuable responses were received. The findings of the structural equation model (SEM) analysis are as follows: (1) performance expectancy, effort expectancy, and social influence were positively related to the behavioral intention of seniors to use smart aged-care products; (2) perceived cost and perceived risk were negatively related to the behavioral intention of seniors to use smart aged-care products; (3) perceived risk indirectly affected use behavior through behavioral intentions; (4) facilitating conditions did not have a significant impact on the use behavior of seniors in adopting smart aged-care products. Based on the empirical results, this study sought to improve the use behavior of the aged in relation to the adoption of smart aged-care products, and provided suggestions to improve the overall service quality and sustainability of those products.
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