Evidence map›Paper›PMID 35816334›Full record

ArticleJAMA internal medicine2022

Association of Sociodemographic Characteristics With US Medical Student Attrition.

Mytien Nguyen, Sarwat I Chaudhry, Mayur M Desai, Candice Chen, Hyacinth R C Mason, William A McDade, Tonya L Fancher, Dowin Boatright

Open access · greenAbstract read
In one paragraph

Article in JAMA internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
54citing papers in PubMed, 1 pooled it
31.8field-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

54 citing papers in PubMed, 1 synthesis or guideline pooled it, 112 citations in OpenAlex.

  1. Pooled it
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  6. Article
  7. Article
  8. Perceptions of the Learning Environment Among Medical Students With Disabilities and the Impact of Program Access.Academic medicine : journal of the Association of American Medical Colleges · 2025
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  9. One size does not fit all for URiM applicants: a comparison of NPM program size on URiM applications.Journal of perinatology : official journal of the California Perinatal Association · 2025
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  10. Adverse Childhood Experiences, Psychological Distress, and Resilience in Health Professions Students.Academic medicine : journal of the Association of American Medical Colleges · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
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  20. First-Generation Low-Income Individuals in Medicine: A Scoping Review.Academic medicine : journal of the Association of American Medical Colleges · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 5 institutions in 1 country.

Mytien NguyenMD-PhD Program, Yale School of Medicine, New Haven, Connecticut.
Sarwat I ChaudhrySection of General Internal Medicine, Department of Medicine, Yale School of Medicine, New Haven, Connecticut.
Mayur M DesaiChronic Disease Epidemiology Department, Yale School of Public Health, Yale School of Medicine, New Haven, Connecticut.
Candice ChenDepartment of Health Policy and Management, Milken Institute School of Public Health, The George Washington University, Washington, DC.
Hyacinth R C MasonTufts University School of Medicine, Boston, Massachusetts.
William A McDadeAccreditation Council for Graduate Medical Education, Chicago, Illinois.
Tonya L FancherDivision of General Internal Medicine, Geriatrics and Bioethics, University of California, Davis, School of Medicine, Sacramento.
Dowin BoatrightDepartment of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut.
Yale University · USAccreditation Council for Graduate Medical Education · USGeorge Washington University · USTufts University · USUniversity of California, Davis · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
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
NCATS NIH HHS UL1 TR001863NIGMS NIH HHS R01 GM137411
6 · The paper itself

Abstract

Importance: Diversity in the medical workforce is critical to improve health care access and achieve equity for resource-limited communities. Despite increased efforts to recruit diverse medical trainees, there remains a large chasm between the racial and ethnic and socioeconomic composition of the patient population and that of the physician workforce. Objective: To analyze student attrition from medical school by sociodemographic identities. Design, Setting, and Participants: This retrospective cohort study included allopathic doctor of medicine (MD)-only US medical school matriculants in academic years 2014-2015 and 2015-2016. The analysis was performed from July to September 2021. Main Outcomes and Measures: The main outcome was attrition, defined as withdrawal or dismissal from medical school for any reason. Attrition rate was explored across 3 self-reported marginalized identities: underrepresented in medicine (URiM) race and ethnicity, low income, and underresourced neighborhood status. Logistic regression was assessed for each marginalized identity and intersections across the 3 identities. Results: Among 33 389 allopathic MD-only medical school matriculants (51.8% male), 938 (2.8%) experienced attrition from medical school within 5 years. Compared with non-Hispanic White students (423 of 18 213 [2.3%]), those without low income (593 of 25 205 [2.3%]), and those who did not grow up in an underresourced neighborhood (661 of 27 487 [2.4%]), students who were URiM (Hispanic [110 of 2096 (5.2%); adjusted odds ratio (aOR), 1.41; 95% CI, 1.13-1.77], non-Hispanic American Indian/Alaska Native/Native Hawaiian/Pacific Islander [13 of 118 (11.0%); aOR, 3.20; 95% CI, 1.76-5.80], and non-Hispanic Black/African American [120 of 2104 (5.7%); aOR, 1.41; 95% CI, 1.13-1.77]), those who had low income (345 of 8184 [4.2%]; aOR, 1.33; 95% CI, 1.15-1.54), and those from an underresourced neighborhood (277 of 5902 [4.6%]; aOR, 1.35; 95% CI, 1.16-1.58) were more likely to experience attrition from medical school. The rate of attrition from medical school was greatest among students with all 3 marginalized identities (ie, URiM, low income, and from an underresourced neighborhood), with an attrition rate 3.7 times higher than that among students who were not URiM, did not have low income, and were not from an underresourced neighborhood (7.3% [79 of 1086] vs 1.9% [397 of 20 353]; P < .001). Conclusions and Relevance: This retrospective cohort study demonstrated a significant association of medical student attrition with individual (race and ethnicity and family income) and structural (growing up in an underresourced neighborhood) measures of marginalization. The findings highlight a need to retain students from marginalized groups in medical school.

Indexed as

Students, MedicalEthnicityFemaleHumansMaleRacial GroupsRetrospective StudiesSchools, MedicalUnited States

Identifiers

PMID35816334
PMCPMC9274446
OpenAlexW4285023226

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.