Evidence map›Paper›PMID 42801058›Full record

ArticleLearning health systems2026

Harnessing Potential: A Systematic Investigation of How and Why Learning Happens in a Health System.

Marissa Bird, Ruoxi Wang, Jayshree Joshi, Jaason Geerts, Farah Khan, Balpreet Panesar, Laura Desveaux

Abstract read
In one paragraph

Article in Learning health systems, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Marissa BirdInstitute for Better Health, Trillium Health Partners Ontario Canada.ORCID https://orcid.org/0000-0003-2188-0767
Ruoxi WangInstitute for Better Health, Trillium Health Partners Ontario Canada.
Jayshree JoshiTrillium Health Partners Ontario Canada.ORCID https://orcid.org/0009-0009-7437-1721
Jaason GeertsThe Canadian College of Health Leaders Ottawa Ontario Canada.ORCID https://orcid.org/0000-0001-6672-3859
Farah KhanTrillium Health Partners Ontario Canada.ORCID https://orcid.org/0009-0007-9488-4685
Balpreet PanesarPeel Public Health Mississauga Ontario Canada.ORCID https://orcid.org/0000-0002-5492-3615
Laura DesveauxInstitute for Better Health, Trillium Health Partners Ontario Canada.ORCID https://orcid.org/0000-0003-3429-1865

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The ability to learn is central to innovation and performance across industries, and it is the hallmark feature of the rapidly growing movement toward Learning Health Systems. While learning drivers-such as experimentation, risk-taking, participative decision-making, dialogue, and interaction with the external environment-are well defined, they have received little attention in healthcare contexts. Aim: This study explored the nature of organizational learning within Trillium Health Partners (THP), one of Canada's largest community-based teaching hospital systems. Methods: Formal leaders at THP completed the Organizational Learning Capability instrument. A latent profile analysis identified the number and nature of distinct learning profiles. Semi-structured interviews were conducted to develop an empirically grounded explanation of how organizational learning drivers interact to enable-or constrain-learning within the organization. Results: Of 334 eligible leaders, 231 responded to the survey, and 141 provided sufficient data for inclusion in the analyses. Latent Profile Analysis identified two distinct learning profiles: one with relatively higher perceived learning capability and another with relatively lower perceived capability. Interviews with leaders ( Conclusion: Our systematic investigation into how and why learning occurs within a large community hospital system may support other healthcare systems in developing programs that foster the learning necessary to develop and implement innovative delivery models at scale.

Indexed as

healthcare innovationleadershiplearning health systemorganizational learningpsychological safetysystem conditions

Identifiers

PMID42801058
PMCPMC13615345

What OpenQuestion holds

Textmetadata
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.