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Navigating and reframing tensions within equity-centered learning health systems.
Ibukun-Oluwa Omolade Abejirinde1,2, Brianne Wood3,4
1Institute for Better Health Trillium Health Partners Mississauga Ontario Canada.
Learning Health Systems
|February 16, 2026
Summary
Canada is advancing equity in learning health systems (LHSs) by addressing inherent tensions. Navigating these challenges intentionally is key to catalyzing dynamic learning and transformative action in health equity.
Area of Science:
- Health Services Research
- Knowledge Translation
- Health Equity Studies
Background:
- Canada is establishing national collaboratives to scale learning health systems (LHSs).
- Operationalizing equity within LHSs is a key focus for these initiatives.
- The pan-Canadian Learning Health Hub's first symposium addressed equity in LHSs.
Purpose of the Study:
- To examine the literature and practitioner experiences regarding equity in LHSs.
- To identify and analyze inherent tensions when centering equity in LHSs.
- To propose strategies for navigating these tensions to foster dynamic learning.
Main Methods:
- Literature review on equity in LHSs.
- Reflection on practical experiences in building equity-focused LHSs.
- Analysis of discussions with LHS practitioners.
Main Results:
- Three core tensions were identified: divergent language of health equity, pace of learning versus engagement, and equity as both a driver and outcome.
- These tensions manifest in the practical implementation of equity within LHSs.
- Strategies for navigating and reframing these tensions were explored.
Conclusions:
- The goal is not to avoid tensions but to navigate them intentionally.
- Commitment to transformative action is essential for advancing equity-oriented LHSs.
- This work provides insights for Canada and other jurisdictions aiming to integrate equity into LHSs.
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