Evidence map›Paper›PMID 40019034›Full record

ArticleMedical education online2025

Trainee perspectives on diversity, equity, and inclusion: a group concept mapping study.

Nicholas Szoko, Ana Radovic, Jennifer E Wolford, Loreta Matheo, Orquidia Torres

Abstract read
In one paragraph

Article in Medical education online, 2025. 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

5 authors.

Nicholas SzokoDepartment of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0002-5660-7114
Ana RadovicDivision of Adolescent and Young Adult Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA.
Jennifer E WolfordDivision of Child Advocacy, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA.
Loreta MatheoDivision of Adolescent and Young Adult Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA.
Orquidia TorresDivision of Adolescent and Young Adult Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA.

Funding

NRSA Training CoreTL1TR001858 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI RADOMSKI, THOMAS, RUBIO, DORIS M · 2016 to 2025
$11.1M
NCATS NIH HHS TL1 TR001858
6 · The paper itself

Abstract

Growing work highlights the importance of diversity, equity, and inclusion (DEI) initiatives in graduate medical education. Few studies have employed participatory research approaches to solicit trainee perspectives related to DEI. Our goal was to utilize group concept mapping (GCM), a mixed-methods participatory research approach, to describe resident perspectives on DEI within a large pediatric residency program. To organize and represent their perspectives on DEI, trainees completed brainstorming, sorting/rating, and interpretation activities in accordance with GCM methodology. Activities occurred via two synchronous discussion sessions (brainstorming and interpretation) and an electronic survey (sorting/rating). Items from the brainstorming session were sorted (i.e. grouped into categories by similarity) and rated (i.e. ranked on perceived importance and likelihood to change) by participants individually. Multidimensional scaling and hierarchical clustering were used to generate point maps, cluster maps, and go-zone illustrations for use in the interpretation session. We present data regarding participant characteristics and engagement, results from GCM activities, and action steps from this process. There were a total of 127 trainees in the residency program in 2021-2022. Participation varied across activities (brainstorming session: 21 participants; sorting/rating: 48 participants; interpretation session: 20 participants). A total of 64 unique items were generated from brainstorming. Five clusters emerged: 1) city factors, 2) institutional factors, 3) program representation, 4) program components, 5) non-DEI program perks. Program representation and program components clusters were rated as the most important and the most likely to be changed. Participants identified several action steps during the interpretation session which were shared with institutional leadership to direct programmatic reform. We demonstrate the utility of GCM, a structured and scalable participatory research method, to characterize trainee perceptions of DEI in graduate medical education.

Indexed as

Cultural DiversityEducation, Medical, GraduateInternship and ResidencyPediatricsSocial InclusionAttitude of Health PersonnelFemaleHumansMaleSurveys and Questionnairesdiversity, equity, and inclusionMedical educationparticipatory researchprogram evaluationuser-centered design

Identifiers

PMID40019034
PMCPMC11873944

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.