ArticleJournal of medical Internet research2024
Digital Health Platform for Improving the Effect of the Active Health Management of Chronic Diseases in the Community: Mixed Methods Exploratory Study.
Article in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Applications and challenges of biomarker-based predictive models in proactive health management.Frontiers in public health · 2025Pooled it
- Cocreating a Digital Patient Preparedness Tool for International Students Accessing Primary Care in Germany: A Convergent Methods Study Within the Health CASCADE Network.JMIR human factors · 2026Article
- Review
- Health Information Adoption Among Patients With Chronic Disease in China: Qualitative Interview Study of Patient-Platform Coshaping.Journal of medical Internet research · 2026Article
- Correlation between the modified cardiometabolic index and the incidence of cardiovascular disease in a population with cardiovascular-kidney-metabolic syndrome stages 0-3: a nationwide prospective cohort study.Scientific reports · 2026Article
- Article
- Effectiveness of an internet-based health examination model for focus populations in the Chinese community: a community demonstration trial.International journal for equity in health · 2026Article
- Bridging evidence and care for knee osteoarthritis in China: a randomized feasibility trial with RE-AIM-guided process evaluation of the PEAK-CHN model of care.Implementation science communications · 2026Article
- Exploring the Icarus Paradox in Indonesia's Specialist Medical Education System Using the Public Perspective From Online Media: Convergent Mixed Methods Study.JMIR medical education · 2026Article
- Application of digital health technologies in hypertension self-management: a narrative review.Frontiers in public health · 2026Review
- A digital platform-based stratified intervention for preventing disability risk in community-dwelling older adults: study protocol for a randomized multicenter trial.Frontiers in medicine · 2026Article
- Medication Literacy and Home Medication Behaviors Among Older Chinese Patients with Chronic Diseases: A National Cross-Sectional Study.Clinical interventions in aging · 2026Article
- Proactive health management strategies for older adults with motoric cognitive risk syndrome: a scoping review.BMC geriatrics · 2025Article
- [Analysis of Responsibilities and Coordination Among Key Stakeholders in Chronic Disease Prevention and Control in China Based on the Innovative Care for Chronic Conditions Framework].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2025Article
- Online Health-Seeking Behaviors and Information Needs Among Patients With Lymphoma in China: Study of Regional and Temporal Trends.Journal of medical Internet research · 2025Article
- Towards User-Generalizable Wearable-Sensor-Based Human Activity Recognition: A Multi-Task Contrastive Learning Approach.Sensors (Basel, Switzerland) · 2025Article
- Social determinants of health and type 2 diabetes in Asia.Journal of diabetes investigation · 2025Review
- Research on the construction strategy of China's rural emergency linkage system from the perspective of systems theory-based on the survey of six regions in China.Frontiers in public health · 2025Article
- Influencing factors and mechanisms promoting proactive health behavior intention: an integration of the health belief model and the theory of planned behavior.Frontiers in public health · 2025Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundChina is vigorously promoting the health management of chronic diseases and exploring digital active health management. However, as most medical information systems in China have been built separately, there is poor sharing of medical information. It is difficult to achieve interconnectivity among community residents' self-testing information, community health care information, and hospital health information, and digital chronic disease management has not been widely applied in China.
objectiveThis study aimed to build a digital health platform and improve the effectiveness of full-cycle management for community chronic diseases through digital active health management.
methodsThis was a single-arm pre-post intervention study involving the development and use of a digital health platform (2-year intervention; 2020 to 2022). The digital health platform included the "i Active Health" applet for residents and the active health information system (cardio-cerebrovascular disease risk management system) for medical teams. The digital active health management of chronic diseases involved creating health streets, providing internet-assisted full-cycle active health services for residents, implementing internet-based community management for hypertension and diabetes, and performing real-time quantitative assessment and hierarchical management of residents' risks of cardio-cerebrovascular disease. After the 2-year intervention, management effectiveness was evaluated.
resultsWe constructed a digital health platform with interconnected health information and implemented a digital active health management model. After the intervention, the 2-way referral between community health care institutions and hospitals increased. Residents' health literacy rate increased from 30.6% (3062/10,000) in 2020 to 49.9% (4992/10,000) in 2022, with improvements in health knowledge, health behavior, and health skills. Moreover, the risk of cardio-cerebrovascular disease decreased after the intervention. The community hypertension and diabetes standardized management rates increased from 59.6% (2124/3566) and 55.8% (670/1200) in 2020 to 75.0% (3212/4285) and 69.4% (1686/2430) in 2022, respectively. The control rates of blood pressure in patients with hypertension and blood sugar in patients with diabetes increased from 51.7% (1081/2091) and 42.0% (373/888) in 2020 to 81.2% (1698/2091) and 73.0% (648/888) in 2022, respectively. The intervention improved patients' BMI, waist circumference, blood uric acid levels, and low-density lipoprotein cholesterol levels. The drug compliance rate of patients with hypertension and diabetes increased from 33.6% (703/2091) and 36.0% (320/888) in 2020 to 73.3% (1532/2091) and 75.8% (673/888) in 2022, respectively. The intervention greatly improved the diet behavior, exercise behavior, and drinking behavior of patients with hypertension and diabetes.
conclusionsOur digital health platform can effectively achieve the interconnection and exchange of different health information. The digital active health management carried out with the assistance of this platform improved the effectiveness of community chronic disease management. Thus, the platform is worth promoting and applying in practice.
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