Evidence map›Paper›PMID 41550545›Full record

ArticleLearning health systems2026

Bridging Health Equity, Quality Improvement, and Patient Safety: A Framework for Medical Student Education.

Joyce R Javier, Anne T Vo, Gery W Ryan, Craig W Robbins, Heidi D Nelson, Ashwini Lakshmanan

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Joyce R JavierDepartment of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena California USA.ORCID https://orcid.org/0000-0002-6224-6044
Anne T VoDepartment of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena California USA.ORCID https://orcid.org/0000-0003-1465-9052
Gery W RyanDepartment of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena California USA.
Craig W RobbinsDepartment of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena California USA.
Heidi D NelsonDepartment of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena California USA.
Ashwini LakshmananDepartment of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena California USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Ensuring patient safety (PS) and implementing quality improvement (QI) are well-recognized functions of healthcare delivery systems and fall within physicians' scope of practice. How to effectively introduce equity-centered PS and QI concepts into an already overloaded undergraduate medical education curriculum is a challenge. Methods: This report describes our experiences at the Kaiser Permanente Bernard J. Tyson School of Medicine (KPSOM), a new medical school, and how we have developed our Quality Improvement and Patient Safety curriculum within a larger institutional environment where equity and social justice are highly valued. Results: Integrating health systems science into undergraduate medical education and concepts related to health equity requires intentional curricular design and ongoing adaptation. Lessons learned include: (1) importance of using the Basic Improvement Framework as an educational anchor; (2) understanding the value of integration across curricular phases; and (3) creating a dedicated space for curricular refinement over time. Conclusions: Medical schools and health systems aiming to strengthen their health systems science curricula may find value in implementing structured approaches-such as the Basic Improvement Framework utilized at KPSOM-to promote early and meaningful engagement with systems-based concepts, especially health equity, throughout learners' training.

Indexed as

health equityhealth systems sciencequality improvementundergraduate medical education

Identifiers

PMID41550545
PMCPMC12805806

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.