ArticleJournal of evaluation in clinical practice2022
The Alliance for Healthier Communities as a Learning Health System for primary care: A qualitative analysis in Ontario, Canada.
Article in Journal of evaluation in clinical practice, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- Implementation strategies and outcome measures for advancing learning health systems: a mixed methods systematic review.Health research policy and systems · 2023Pooled it
- A learning health system approach to improving chronic kidney disease management in primary care.BMC primary care · 2026Article
- Implementing a rapid-learning health system in early intervention services for psychosis: qualitative evaluation of its feasibility and acceptability.Health research policy and systems · 2025Article
- The role of patients, caregivers, and communities in Learning Health Systems: a narrative review.Frontiers in health services · 2025Review
- Enablers and barriers of community health programs for improved equity and universal coverage of primary health care services: A scoping review.BMC primary care · 2024Article
- Learning health systems on the front lines to strengthen care against future pandemics and climate change: a rapid review.BMC health services research · 2024Review
- Barriers and facilitators to learning health systems in primary care: a framework analysis.BMJ health & care informatics · 2024Article
- The journey to a learning health system in primary care: a qualitative case study utilising an embedded research approach.BMC primary care · 2023Article
- High-performing primary care: reinvigorating general practice as a learning health system.The British journal of general practice : the journal of the Royal College of General Practitioners · 2023Article
- The Alliance for Healthier Communities as a Learning Health System for primary care: A qualitative analysis in Ontario, Canada.Journal of evaluation in clinical practice · 2022Article
- Describing a complex primary health care population to support future decision support initiatives.International journal of population data science · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
RATIONALE, AIMS AND
objectivesA learning health system model can be used to efficiently evaluate and incorporate evidence-based care into practice. However, there is a paucity of evidence describing key organizational attributes needed to ensure a successful learning health system within primary care. We interviewed stakeholders for a primary care learning health system in Ontario, Canada (the Alliance for Healthier Communities) to identify strengths and areas for improvement.
methodWe conducted a qualitative descriptive study using individual semistructured interviews with Alliance stakeholders between December 2019 and March 2020. The Alliance delivers community-governed primary healthcare through 109 organizations including Community Health Centres (CHCs). All CHC staff within the Alliance were invited to participate. Interviews were audio-recorded and transcribed verbatim. We performed a thematic analysis using a team approach.
resultsWe interviewed 29 participants across six CHCs, including Executive Directors, managers, healthcare providers and data support staff. We observed three foundational elements necessary for a successful learning health system within primary care: shared organizational goals and culture, data quality and resources. Building on this foundation, people are needed to drive the learning health system, and this is conditional on their level of engagement. The main factors motivating staff member's engagement with the learning health system included their drive to help improve patient care, focusing on initiatives of personal interest and understanding the purpose of different initiatives. Areas for improvement were identified such as the ability to extract and use data to inform changes in real-time, better engagement and protected time for providers to do improvement work, and more staff dedicated to data extraction and analysis.
conclusionsWe identified key components needed to establish a learning health system in primary care. Similar primary care organizations in Canada and elsewhere can use these insights to guide their development as learning health systems.
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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.