Evidence map›Paper›PMID 42898204›Full record

ArticleLearning health systems2026

Evaluating HEART: Student Engagement and Health System Impact in a Person-Centered Learning Health System Initiative.

Tracey Carr, Stefanie Foster, Phoebe Stobart, Carson Squair, Taylor Spock, Candace Skrapek, Margaret King, Brenda Andreas, Noelle Rohatinsky, Christine Stobart and 3 more

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

13 authors.

Tracey CarrDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.ORCID https://orcid.org/0000-0003-1309-6702
Stefanie FosterDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.ORCID https://orcid.org/0009-0009-1299-0463
Phoebe StobartDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.ORCID https://orcid.org/0009-0000-6593-3782
Carson SquairDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.ORCID https://orcid.org/0009-0007-3964-8970
Taylor SpockDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.
Candace SkrapekDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.
Margaret KingDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.ORCID https://orcid.org/0009-0007-6625-3501
Brenda AndreasDepartment of Community Health and Epidemiology University of Saskatchewan Saskatoon Canada.ORCID https://orcid.org/0009-0005-6043-9116
Noelle RohatinskyCollege of Nursing University of Saskatchewan Saskatoon Canada.
Christine StobartSaskatchewan Centre of Patient-Oriented Research (SCPOR) Saskatoon Canada.ORCID https://orcid.org/0009-0001-1730-4188
Caitlin WardSt. Thomas More College, University of Saskatchewan Saskatoon Canada.
Tina ZhengSt. Thomas More College, University of Saskatchewan Saskatoon Canada.
Gerald FarthingSt. Thomas More College, University of Saskatchewan Saskatoon Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Healthcare Education and Research Training (HEART) is a cocurricular, engaged learning initiative that supported undergraduate students in acquiring and applying healthcare research skills. The project was guided by a learning health system (LHS)-aligned model focused on the collection, synthesis, and rapid translation of patient-reported experience data into actionable recommendations. In the 2023/2024 academic year, a cohort of 28 students completed the pilot project to report LHS-based recommendations to healthcare directors. This paper reports the qualitative evaluation conducted in August 2024 following the pilot to assess the initiative's implementation, participant experience, and healthcare system impacts. Methods: Virtual, semi-structured interviews were conducted with students who participated in HEART and health system directors from a provincial health authority. Interview guides were developed by the research team in collaboration with Patient Partners. Inductive content analysis (ICA) was used to categorize information significant to the research questions. Final themes were established using a team-based approach. Results: Student interviews indicated that participants found HEART to be a meaningful learning experience that strengthened their understanding of the healthcare system and patient experiences and helped them build applied research skills. Health system directors also expressed strong satisfaction with the project, noting that student-collected qualitative data identified service gaps, supported patient and community engagement, and contributed to measurable care improvements in at least one clinic. Suggested areas for project improvement included adjusting length of training sessions, increasing clarity around expectations and timelines, streamlining final reporting, and refining the patient interview process to gather more detailed information about specific patient experiences. Conclusion: While various opportunities for improvement were identified, overall, HEART was determined to be a valuable opportunity for developing student healthcare research skills and was of direct benefit to health system partners as an LHS-aligned initiative providing actionable data used to identify healthcare gaps and improve patient care. Feedback and recommendations drawn from the evaluation were used to adapt and improve HEART for the following academic year.

Indexed as

engaged learning projectexperiential learningpatient‐oriented researchpatient‐reported experience measuresproject evaluation

Identifiers

PMID42898204
PMCPMC13677444

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.