ORIGINAL RESEARCH article
Front. Public Health
Sec. Aging and Public Health
Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1475456
This article is part of the Research TopicAI-Driven Healthcare Delivery, Ageism, and Implications for Older Adults: Emerging Trends and Challenges in Public HealthView all 7 articles
Impact of Smart Healthcare on the Physical and Mental Health of Elderly Chinese Patients with Chronic Diseases under the Background of "Internet Plus": Analysis of Data from the China Family Panel Studies
Provisionally accepted- 1School of History and Public Administration, Yancheng Teachers University, Yancheng, Jiangsu, China
- 2Institute of Yancheng Regional Culture and Social Governance, Yancheng, China
- 3Xinhua College of Sun Yat-sen University, Guangzhou, China
- 4Master of Business Administration, London Metropolitan University, London, United Kingdom
- 5School of Public Administration, Guangzhou University, Guangzhou, Guangdong Province, China
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Objective: this study was to investigate the impact of smart healthcare on the physical and mental health of elderly chronic disease patients in China. Methods: data from 6,092 chronic disease patients were collected from the 2022 China family panel studies (CFPS). Participants were rolled into two groups based on whether they utilized Internet Plus-based smart healthcare technology for chronic disease management: the usage group (n=2093) and the non-usage group (n=3999). A comparison was conducted between the two groups in terms of activities of daily living (ADL) scores, self-rated health (SRH), and the center for epidemiologic studies depression scale (CES-D). Furthermore, a multivariate logistic regression analysis was employed to identify the risk factors influencing the physical and mental health of patients in the usage group. Results: post-intervention, the SRH and ADL scores of the usage group were greatly superior to those of the non-usage group, while the CES-D scores were greatly lower (p<0.05). Samples with chronic disease duration exceeding ten years demonstrated the lowest SRH and ADL scores and the highest CES-D scores (p<0.05). Similarly, samples experiencing chronic pain exhibited the lowest SRH and ADL scores and the highest CES-D scores (p<0.05). Samples with an income level below 10,000 yuan per annum demonstrated the lowest SRH and ADL scores and the highest CES-D scores (p<0.05). Additionally, individuals with an educational attainment of primary school or below exhibited the lowest SRH and ADL scores and the highest CES-D scores (p<0.05). Chronic disease duration exceeding ten years and chronic pain were identified as significant risk factors affecting ADL and CES-D scores. Chronic disease duration exceeding 10 years, chronic pain, an income level below 10,000 yuan per annum, and an educational attainment of primary school or below were identified as risk factors for SRH scores (p<0.05). Conclusion: with the assistance of Internet Plus-based smart healthcare, the physical and mental health of elderly chronic disease patients in China can be effectively improved. However, the influence of longer chronic disease duration, chronic pain, low income, and low educational attainment on the effectiveness of smart healthcare assistance should be considered.
Keywords: Smart healthcare, elderly chronic disease, physical and mental health, Internet, Depression
Received: 03 Aug 2024; Accepted: 26 Aug 2025.
Copyright: © 2025 Xie, Guan, Ji, Cao, Liang and Liao. 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: Xin Guan, Xinhua College of Sun Yat-sen University, Guangzhou, China
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