ArticleLearning health systems2017
Developing a framework for integrating health equity into the learning health system.
Article in Learning health systems, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 38 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
38 citing papers in PubMed.
- Leveraging Learning Health Systems to Address Racial and Ethnic Disparities in Veteran Patient Experience.Journal of general internal medicine · 2026Article
- Toward a Smart Learning Health System: An Ontology-Based Framework.Learning health systems · 2026Article
- Article
- Racial and Ethnic Disparities in Dysphagia Care Access, Utilization, and Quality in the United States: A Scoping Review.Dysphagia · 2026Article
- The Roles of Biomedical Informatics for an Equitable Learning Health System: Lessons from a Year of Scientific Informatics Literature.Methods of information in medicine · 2026Article
- Engaging Arab/MENA Communities in Learning Health Systems: Insights and Guidance for Future Research on AI and Health Equity.Learning health systems · 2026Article
- Learning Health Systems, Equity, and Bounded Justice: A Critical Scoping Review.Learning health systems · 2026Article
- Navigating and reframing tensions within equity-centered learning health systems.Learning health systems · 2026Article
- It takes a village: Evolving from learning health system to learning community for health equity.Learning health systems · 2026Article
- The Learning Cycle method: an approach to rapidly bring evidence to the point of decision-making for health system planning.Health research policy and systems · 2026Article
- Decision tree for improving the impact of equity-focused public health service delivery and research.Frontiers in health services · 2026Article
- Evaluating health organization readiness for implementing a learning health system: a scoping review.Health research policy and systems · 2025Article
- Improving information sharing in Medicaid home and community-based services with learning health systems: Implications for older adults and individuals living with disabilities and dementia.Learning health systems · 2025Article
- Accuracy of preferred language data in a multi-hospital electronic health record in Toronto, Canada.PLOS digital health · 2025Article
- Development and implementation of a sensitivity training curriculum focused on equity in healthcare.Learning health systems · 2025Article
- Impact of hospital and health system initiatives to address Social Determinants of Health (SDOH) in the United States: a scoping review of the peer-reviewed literature.BMC health services research · 2025Article
- Establishing a learning agenda for learning health system implementation and research in Canada.PloS one · 2025Article
- Reframing conceptualizations of primary care involvement in opioid use disorder treatment.BMC primary care · 2024Article
- Learning Health System to rapidly improve the implementation of a school physical activity policy.Implementation science communications · 2024Article
- Every sip counts: Understanding hydration behaviors and user-acceptability of digital tools to promote adequate intake during early and late pregnancy.PLOS digital health · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
6 authors.
Funding
Abstract
While there have been gains in the overall quality of health care, racial and ethnic disparities in health outcomes continue to persist in the United States. The Learning Health System (LHS) has the potential to significantly improve health care quality using patient-centered design, data analytics, and continuous improvement. To ensure that health disparities are also being addressed, targeted approaches must be used. This document sets forth a practical framework to incorporate health equity into a developing LHS. Using a case study approach, the framework is applied to 2 projects focused on the reduction of health disparities to highlight its application.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.