Evidence map›Paper›PMID 40999262›Full record

ArticleJournal of general internal medicine2026

Call to Make Equity Actionable in Frontline Practice in Learning Health Systems Using Implementation Science.

Michelle S Wong, Jennifer L Bryan, Evelyn T Chang, Mackenzie L Shanahan, Donna L Washington, Derrecka Boykin

Abstract read
In one paragraph

Article in Journal of general internal medicine, 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.

Michelle S WongHSR Center for the Study of Healthcare Innovation, Implementation & Policy (CSHIIP), VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA. Michelle.wong6@va.gov.
Jennifer L BryanCenter for Innovation in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA.
Evelyn T ChangHSR Center for the Study of Healthcare Innovation, Implementation & Policy (CSHIIP), VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA.
Mackenzie L ShanahanCenter for Innovation in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA.
Donna L WashingtonHSR Center for the Study of Healthcare Innovation, Implementation & Policy (CSHIIP), VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA.
Derrecka BoykinCenter for Innovation in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA.

Funding

Center for Innovations in Quality, Effectiveness and Safety CIN 13-413HSRD VA IK2 HX003347Office of Research and Development CDA 20-261Quality Enhancement Research Initiative PEC-15-239Quality Enhancement Research Initiative QUE-20-018
6 · The paper itself

Abstract

Advancing health equity is the fifth and newest addition to the Quintuple Aims guiding learning health systems (LHS). A promising way to achieve this goal is by applying an equity lens to implementation science-a foundational LHS method. Despite a recent proliferation of equity-focused implementation theories, models, and frameworks, there is a dearth of guidance on practical applications of equity-focused implementation science in frontline practice. This perspectives article provides recommendations on actionable steps to build broader capacity for health equity in front-line clinical practice using implementation science. It presents two quality improvement projects within the Veterans Health Administration, a national LHS. The first project incorporated a health equity adaptation to Evidence-Based Quality Improvement, an implementation strategy fostering multi-level, inter-professional engagement. This adapted method was applied to implement evidence-based practices into primary care to manage Veterans at high risk for hospitalization. The second project leveraged clinical operations partnerships and an equity-focused implementation framework to improve equitable delivery of a skills-based psychotherapy group for Veterans with a history of any sexual violence in their lifetimes. The article concludes with recommendations as to how researchers can structure their intervention programs and implementation strategies to prioritize equity at the frontlines of care in LHS.

Indexed as

Health EquityImplementation ScienceLearning Health SystemQuality ImprovementHumansUnited StatesUnited States Department of Veterans Affairshealth equityimplementation sciencelearning health systemsveteran health affairs

Identifiers

PMID40999262
PMCPMC13631201

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.