Evidence map›Paper›PMID 38381434›Full record

ArticleJAMA network open2024

Development of a Tool to Measure Student Perceptions of Equity and Inclusion in Medical Schools.

Dowin Boatright, Mytien Nguyen, Katherine Hill, David Berg, Laura Castillo-Page, Nientara Anderson, Victoria Agbelese, Shruthi Venkataraman, Somnath Saha, Stephen C Schoenbaum and 4 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
14.9field-weighted citation impact, top 1% of its field
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

11 citing papers in PubMed, 16 citations in OpenAlex.

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  11. The Role of Inclusion in Collaborative Learning.Medical science educator · 2024
    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

14 authors at 6 institutions in 1 country.

Dowin BoatrightDepartment of Emergency Medicine, New York University Grossman School of Medicine, New York.
Mytien NguyenDepartment of Immunobiology, Yale School of Medicine, New Haven, Connecticut.
Katherine HillYale School of Medicine, New Haven, Connecticut.
David BergDepartment of Psychiatry, Yale School of Medicine, New Haven, Connecticut.
Laura Castillo-PageThe National Academies of Sciences, Engineering, and Medicine.
Nientara AndersonDepartment of Psychiatry, Yale School of Medicine, New Haven, Connecticut.
Victoria AgbeleseYale School of Medicine, New Haven, Connecticut.
Shruthi VenkataramanDepartment of Emergency Medicine, New York University Grossman School of Medicine, New York.
Somnath SahaSection of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Stephen C SchoenbaumJosiah Macy Jr Foundation, New York, New York.
Regina RichardsOffice of Diversity, Equity, Inclusion and Community Engagement, University of Colorado Anschutz Medical Campus, Aurora.
Ayana JordanDepartment of Psychiatry, New York University Grossman School of Medicine.
Emmanuella AsaborYale School of Medicine, New Haven, Connecticut.
Marney A WhiteYale School of Medicine, New Haven, Connecticut.
Yale University · USNew York University · USJohns Hopkins University · USJosiah Macy Jr Foundation · USNational Academies of Sciences, Engineering, and Medicine · USOffice of Diversity and Inclusion · US

Funding

Medical Scientist Training ProgramT32GM136651 · NIGMS · YALE UNIVERSITY · PI BARBARA I KAZMIERCZAK · 2020 to 2026
$16.5M
Developing an Evidence-Based Toolkit to Improve Diversity in the Physician-Scientist Workforce R01GM137411 · NIGMS · YALE UNIVERSITY · PI BOATRIGHT, DOWIN · 2020 to 2023
$1.1M
Elucidating the pathological translocation mechanism(s) of a commensal bacterium in autoimmune liver diseaseF30AI157227 · NIAID · YALE UNIVERSITY · PI NGUYEN, MYTIEN · 2021 to 2023
$82k
NIAID NIH HHS F30 AI157227NIGMS NIH HHS R01 GM137411NIGMS NIH HHS T32 GM136651
6 · The paper itself

Abstract

Importance: Creating an inclusive and equitable learning environment is a national priority. Nevertheless, data reflecting medical students' perception of the climate of equity and inclusion are limited. Objective: To develop and validate an instrument to measure students' perceptions of the climate of equity and inclusion in medical school using data collected annually by the Association of American Medical Colleges (AAMC). Design, Setting, and Participants: The Promoting Diversity, Group Inclusion, and Equity tool was developed in 3 stages. A Delphi panel of 9 members identified survey items from preexisting AAMC data sources. Exploratory and confirmatory factor analysis was performed on student responses to AAMC surveys to construct the tool, which underwent rigorous psychometric validation. Participants were undergraduate medical students at Liaison Committee on Medical Education-accredited medical schools in the US who completed the 2015 to 2019 AAMC Year 2 Questionnaire (Y2Q), the administrations of 2016 to 2020 AAMC Graduation Questionnaire (GQ), or both. Data were analyzed from August 2020 to November 2023. Exposures: Student race and ethnicity, sex, sexual orientation, and socioeconomic status. Main Outcomes and Measures: Development and psychometric validation of the tool, including construct validity, internal consistency, and criterion validity. Results: Delphi panel members identified 146 survey items from the Y2Q and GQ reflecting students' perception of the climate of equity and inclusion, and responses to these survey items were obtained from 54 906 students for the Y2Q cohort (median [IQR] age, 24 [23-26] years; 29 208 [52.75%] were female, 11 389 [20.57%] were Asian, 4089 [7.39%] were multiracial, and 33 373 [60.28%] were White) and 61 998 for the GQ cohort (median [IQR] age, 27 [26-28] years; 30 793 [49.67%] were female, 13 049 [21.05%] were Asian, 4136 [6.67%] were multiracial, and 38 215 [61.64%] were White). Exploratory and confirmatory factor analyses of student responses identified 8 factors for the Y2Q model (faculty role modeling; student empowerment; student fellowship; cultural humility; faculty support for students; fostering a collaborative and safe environment; discrimination: race, ethnicity, and gender; and discrimination: sexual orientation) and 5 factors for the GQ model (faculty role modeling; student empowerment; faculty support for students; discrimination: race, ethnicity, and gender; and discrimination: sexual orientation). Confirmatory factor analysis indicated acceptable model fit (root mean square error of approximation of 0.05 [Y2Q] and 0.06 [GQ] and comparative fit indices of 0.95 [Y2Q] and 0.94 [GQ]). Cronbach α for individual factors demonstrated internal consistency ranging from 0.69 to 0.92 (Y2Q) and 0.76 to 0.95 (GQ). Conclusions and Relevance: This study found that the new tool is a reliable and psychometrically valid measure of medical students' perceptions of equity and inclusion in the learning environment.

Indexed as

Schools, MedicalStudents, MedicalAdultAsianClimateDiversity, Equity, InclusionEducational StatusFemaleHumansMaleWhiteYoung Adult

Identifiers

PMID38381434
PMCPMC10882418
OpenAlexW4391994593

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.