Evidence map›Paper›PMID 39915790›Full record

ArticleBMC medical education2025

Integrating a quality improvement experiential platform into medical student education.

Amy S Stanley, René M Kronlage, Miranda J Reid, Hannah G Rains, Colleen J Kalynych, Michele N Lossius, Janice A Taylor, Carolyn K Holland

Abstract read
In one paragraph

Article in BMC medical education, 2025. 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

8 authors.

Amy S StanleyUniversity of Florida College of Medicine, Gainesville, FL, USA. amystephensonrx@ufl.edu.
René M KronlageUniversity of Florida College of Medicine, Gainesville, FL, USA.
Miranda J ReidUniversity of Florida College of Medicine, Gainesville, FL, USA.
Hannah G RainsUniversity of Florida College of Medicine, Gainesville, FL, USA.
Colleen J KalynychUniversity of Florida College of Medicine - Jacksonville Office of Educational Affairs, Jacksonville, FL, USA.
Michele N LossiusDepartment of Pediatrics, University of Florida College of Medicine, Gainesville, FL, USA.
Janice A TaylorDepartment of Surgery, Division of Pediatric Surgery, University of Florida College of Medicine, Gainesville, FL, USA.
Carolyn K HollandDepartment of Emergency Medicine, Division of Pediatric Emergency Medicine, University of Florida College of Medicine, Gainesville, FL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe call for quality improvement and patient safety (QI/PS) education has increased at every level of medical education. Here, the authors present a QI/PS experiential platform implemented at the University of Florida College of Medicine (UFCOM). The project established a peer-taught hands-on learning platform in a student-run clinic allowing participants to learn and apply QI/PS concepts and tools in a real-world clinic environment. The aims were to assess students' perceptions in regard to (1) student confidence in quality improvement (QI) methodology, and (2) competency in executing QI initiatives in healthcare as measured by a post-participation survey.

methodA medical student-led quality improvement team was embedded within University of Florida's (UF's) existing student-run clinic network. The QI/PS student-team collaborated with clinic leaders and utilized QI/PS tools to establish, monitor, and expand impactful Plan-Do-Study-Act (PDSA) cycles. The impact of the training was then evaluated using The New World Kirkpatrick Model leveraging a post-project survey which included the Beliefs, Attitudes, Skills, and Confidence in Quality Improvement (BASiC-QI) survey and questions on overall student perceptions.

resultsThis project demonstrated positive results in all four levels of Kirkpatrick evaluation: (1) Reaction, (2) Learning, (3) Behavior, and (4) Results. This was shown through (1) a voluntary feedback survey that reported positive feedback from participants with 93% of respondents indicating they "strongly agreed" or "agreed" to positive perception questions; (2) significantly higher scores (p < 0.001) on the BASiC-QI Scale for project participants vs. non-participants; (3) the completion of 4.25 PDSA cycles per QI team; and (4) a 10.1% reduction in median patient time in clinic.

conclusionsThis study supports the utility of incorporating a student-led QI/PS interactive platform into student-run clinics to increase knowledge and attitude in implementing QI/PS endeavors while simultaneously improving clinic metrics and outcomes for patients.

Indexed as

Education, Medical, UndergraduateProblem-Based LearningQuality ImprovementStudents, MedicalClinical CompetenceCurriculumFloridaHumansPatient SafetySurveys and QuestionnairesEqual access clinicFree clinicMedical educationPatient safetyQuality improvement

Identifiers

PMID39915790
PMCPMC11804040

What OpenQuestion holds

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LicenceCC BY
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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.