ArticleHealthcare policy = Politiques de sante2023
Fairness for Whom? Learning Health Systems' Approach to Equity in Healthcare.
Article in Healthcare policy = Politiques de sante, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 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
9 citing papers in PubMed.
- Development of the Learning Health Systems Toolkit: A Collaborative Effort to Bridge Concept and Practice.Learning health systems · 2026Article
- Leveraging Learning Health Systems to Address Racial and Ethnic Disparities in Veteran Patient Experience.Journal of general internal medicine · 2026Article
- Article
- 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
- Development and implementation of a sensitivity training curriculum focused on equity in healthcare.Learning health systems · 2025Article
- Applying Implementation Science to Advance Electronic Health Record-Driven Learning Health Systems: Case Studies, Challenges, and Recommendations.Journal of medical Internet research · 2024Article
- Federal and Provincial Governments Need To Be Transparent about Trade-Offs When They Buy Healthcare.Healthcare policy = Politiques de sante · 2023Article
- Commentary: Achieving Health Equity - The Role of Learning Health Systems.Healthcare policy = Politiques de sante · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Many healthcare systems use "equity" as a catch-all term to underscore their commitment to delivering care matching users' needs. Despite its ubiquity, it is often haphazardly used and applied to care and improvement efforts. As the learning health systems (LHSs) approach gains prominence, LHS researchers have sought to embed equity into their work while navigating systems with differing views of equity. We examine several components of equity, its definitions within LHSs and knowledge from LHSs' equity approach that could be implemented across systems. We conclude by suggesting various ways in which readers can embed equity into their respective LHSs.
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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.