ArticleJMIR formative research2022
Digital Health-Enabled Community-Centered Care: Scalable Model to Empower Future Community Health Workers Using Human-in-the-Loop Artificial Intelligence.
Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed.
- Wearable Devices and Machine Learning in Cardiovascular Monitoring: Current Evidence and Future Directions for Precision Medicine.Journal of personalized medicine · 2026Review
- From Solution Traps to Solution Patchwork: Easing Tensions in Designing Digital Health in the Global Context.Journal of medical Internet research · 2026Article
- A train-and-assist device that upskills novices to strengthen the workforce and expand diagnostic access.PNAS nexus · 2026Article
- Youth health volunteers shaping the future of community-based digital health.PLOS digital health · 2026Article
- PROTOCOL: Artificial Intelligence and Other Digital Tools Used by, and for Community Health Workers (CHWs) in Low and Middle-Income Countries (LMICs) to Improve Outcomes and Increase Effectiveness: An Evidence and Gap Map.Campbell systematic reviews · 2026Article
- Human-in-the-Loop Artificial Intelligence: A Systematic Review of Concepts, Methods, and Applications.Entropy (Basel, Switzerland) · 2026Review
- Exploring plausible futures for artificial intelligence in rural healthcare: insights from participatory foresight methods.Frontiers in digital health · 2026Article
- Recognition of worsening heart failure symptoms, help-seeking attitudes, and time-to-presentation in chronic heart failure: a single-center KAP study in China.Frontiers in cardiovascular medicine · 2026Article
- Social Support's Dual Mechanisms in the Loneliness-Frailty Link Among Older Adults with Diabetes in Beijing: A Cross-Sectional Study of Mediation and Moderation.Healthcare (Basel, Switzerland) · 2025Article
- Evaluating the digital health technology landscape in sub-Saharan Africa and its implications for cardiovascular health.NPJ cardiovascular health · 2025Review
- Empowering Community Health Workers With Scripted Medicine: Design Science Research Study.JMIR human factors · 2025Article
- AI-Powered Transformation of Healthcare: Enhancing Patient Safety Through AI Interventions with the Mediating Role of Operational Efficiency and Moderating Role of Digital Competence-Insights from the Gulf Cooperation Council Region.Healthcare (Basel, Switzerland) · 2025Article
- Article
- Feasibility, Acceptability, and Preliminary Effectiveness of a Combined Digital Platform and Community Health Worker Intervention for Patients With Heart Failure: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2024Article
- What Matters to Patients: Community-Engaged Design for Healthcare-Related Serious Games.Proceedings of the ... European conference on games based learning. European Conference on Games Based Learning, author · 2024Article
- User experiences of an online therapist-guided psychotherapy platform, OPTT: A cross-sectional study.Internet interventions · 2023Article
- ZotCare: a flexible, personalizable, and affordable mhealth service provider.Frontiers in digital health · 2023Article
- Article
- Community Health Worker Perspectives on Home-Based Care and Remote Monitoring in Heart Failure.Journal of primary care & community healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Digital health-enabled community-centered care (D-CCC) represents a pioneering vision for the future of community-centered care. D-CCC aims to support and amplify the digital footprint of community health workers through a novel artificial intelligence-enabled closed-loop digital health platform designed for, and with, community health workers. By focusing digitalization at the level of the community health worker, D-CCC enables more timely, supported, and individualized community health worker-delivered interventions. D-CCC has the potential to move community-centered care into an expanded, digitally interconnected, and collaborative community-centered health and social care ecosystem of the future, grounded within a robust and digitally empowered community health workforce.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.