ArticleBehavioral sciences (Basel, Switzerland)2024
From Acceptance to Dependence: Exploring Influences of Smart Healthcare on Continuous Use Intention of Mobile Health Services Among Older Adults with Chronic Illnesses in China.
Article in Behavioral sciences (Basel, Switzerland), 2024. 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.
- History of childhood trauma enhances the detrimental effects of recent stressors on brain structure and function in major depressive disorder.Journal of neural transmission (Vienna, Austria : 1996) · 2026Article
- Research on the implementation path of digital-intelligent healthcare based on the TAM model from the perspective of high-quality development.BMC health services research · 2026Article
- Influencing factors of continuance intention of medical applications for the elderly.Scientific reports · 2026Article
- Digital health equity among older adult(s): a conceptual analysis.Frontiers in public health · 2026Review
- Older adults' adoption of shared service platforms outside long-term care insurance in Japan based on technology acceptance model.Frontiers in public health · 2026Article
- Mechanisms influencing adult children's willingness to use medical visit accompaniment services for older adults in Nanjing: a structural equation modeling study.Frontiers in public health · 2026Article
- Predicting older adults smart healthcare adoption using an extended TAM.Scientific reports · 2025Article
- Impact of smart healthcare on the physical and mental health of older adults Chinese patients with chronic diseases under the background of "Internet Plus": analysis of data from the China family panel studies.Frontiers in public health · 2025Article
- Impact of Cybersecurity Self-Efficacy on Digital Economic Behaviors Among Older Adults.Inquiry : a journal of medical care organization, provision and financingArticle
- Current status of older people with chronic diseases adopting digital health technologies: A scoping review.Digital healthReview
Corrections and comments
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Authors and funding
5 authors.
Funding
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Abstract
With the acceleration of the aging process in China, chronic diseases have become one of the main health threats for older adults, creating significant pressure on society and the healthcare system. As information technology and artificial intelligence advance rapidly, smart health services have become readily accessible. However, utilization rates among the older adults, especially those with chronic illnesses, remain low, preventing them from fully benefiting from these advanced technologies. The value of mobile health (mHealth) services can only be realized through sustained use. Therefore, this study empirically investigates the continuous use intention of mHealth services from the perspective of older adults with chronic illnesses, integrating the Technology Acceptance Model (TAM) and Value-Based Adoption Model (VAM). A total of 372 questionnaires were collected from various cities in China, and data were analyzed using SPSS 24.0 and Partial Least Squares Structural Equation Modeling (PLS-SEM). Results indicate that perceived ease of use (
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