Evidence map›Paper›PMID 35488796›Full record

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.

Danielle M Nash, Judith Belle Brown, Cathy Thorpe, Jennifer Rayner, Merrick Zwarenstein

Open access · hybridAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
7.0field-weighted citation impact, top 3% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Article
  8. Article
  9. 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 · 2023
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Danielle M NashDepartment of Epidemiology and Biostatistics, The Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.
Judith Belle BrownDepartment of Family Medicine, Schulich School of Medicine and Dentistry, Centre for Studies in Family Medicine, Western University, London, Ontario, Canada.
Cathy ThorpeDepartment of Family Medicine, Schulich School of Medicine and Dentistry, Centre for Studies in Family Medicine, Western University, London, Ontario, Canada.
Jennifer RaynerDepartment of Family Medicine, Schulich School of Medicine and Dentistry, Centre for Studies in Family Medicine, Western University, London, Ontario, Canada.
Merrick ZwarensteinDepartment of Epidemiology and Biostatistics, The Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.
Western University · CADigital Research Alliance of CanadaInstitute for Clinical Evaluative Sciences · CA

Funding

CIHR Planning and Dissemination GrantCIHR Post-Doctoral Fellowship
6 · The paper itself

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.

Indexed as

Learning Health SystemCommunity Health CentersHumansOntarioPrimary Health CareQualitative Researchdelivery of health carelearning health systemprimary health carequalitative researchquality of health care

Identifiers

PMID35488796
PMCPMC9790616
OpenAlexW4225154793

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.