ArticleLearning health systems2024
Frameworks, guidelines, and tools to develop a learning health system for Indigenous health: An environmental scan for Canada.
Article in Learning health systems, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 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
6 citing papers in PubMed.
- Learning Health Systems, Equity, and Bounded Justice: A Critical Scoping Review.Learning health systems · 2026Article
- Integrating Indigenous Data Sovereignty Principles Into Learning Health Systems: Survey of Canadian PBRLNs and Framework Analysis.Annals of family medicine · 2026Article
- Engaging Patients in Learning Health Systems Research Using Human Centered Design: A Scoping Review.Learning health systems · 2026Article
- Shifting gears: Creating equity informed leaders for effective learning health systems.Healthcare management forum · 2024Article
- Article
- Frameworks, guidelines, and tools to develop a learning health system for Indigenous health: An environmental scan for Canada.Learning health systems · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: First Nations, Inuit, and Métis (FNIM) peoples experience systemic health disparities within Ontario's healthcare system. Learning health systems (LHS) is a rapidly growing interdisciplinary area with the potential to address these inequitable health outcomes through a comprehensive health system that draws on science, informatics, incentives, and culture for ongoing innovation and improvement. However, global literature is in its infancy with grounding theories and principles still emerging. In addition, there is inadequate information on LHS within Ontario's health care context. Methods: We conducted an environmental scan between January and April 2021 and again in June 2022 to identify existing frameworks, guidelines, and tools for designing, developing, implementing, and evaluating an LHS. Results: We found 37 relevant sources. This paper maps the literature and identifies gaps in knowledge based on five key pillars: (a) data and evidence-driven, (b) patient-centeredness, (c) system-supported, (d) cultural competencies enabled, and (e) the learning health system. Conclusion: We provide recommendations for implementation accordingly. The literature on LHS provides a starting point to address the health disparities of FNIM peoples within the healthcare system but Indigenous community partnerships in LHS development and operation will be key to success.
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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.