Evidence map›Paper›PMID 36623219›Full record

ArticleHealth affairs (Project Hope)2023

Differences In Debt Among Postgraduate Medical Residents By Self-Designated Race And Ethnicity, 2014-19.

Louisa W Holaday, Jasmine M Weiss, Sire D Sow, Hector R Perez, Joseph S Ross, Inginia Genao

Abstract read
In one paragraph

Article in Health affairs (Project Hope), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. County-Level Analysis of the Health Impact of Black Physicians in Georgia.Journal of racial and ethnic health disparities · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. The effect of education debt on PAs' specialty choice or preference.JAAPA : official journal of the American Academy of Physician Assistants · 2025
    Article
  7. Article
  8. Observational
  9. Article
  10. Article
  11. Review
  12. Article
  13. A half-century check-up for child neurology training.Annals of the Child Neurology Society · 2023
    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.

Louisa W HoladayLouisa W. Holaday (louisa.holaday@mountsinai.org), Icahn School of Medicine at Mount Sinai, New York, New York.
Jasmine M WeissJasmine M. Weiss, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Sire D SowSire D. Sow, Icahn School of Medicine at Mount Sinai.
Hector R PerezHector R. Perez, Montefiore Medical Center, New York, New York.
Joseph S RossJoseph S. Ross, Yale University, New Haven, Connecticut.
Inginia GenaoInginia Genao, Yale University.

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
Yale-Mayo FDA Center for Excellence in Regulatory Science and InnovationU01FD005938 · FDA · YALE UNIVERSITY · PI Joseph Solomon Ross · 2016 to 2026
$25.4M
NRSA Training CoreTL1TR001864 · NCATS · YALE UNIVERSITY · PI CANTLEY, LLOYD G, EDELMAN, E. JENNIFER · 2016 to 2025
$9.9M
Understanding hospital value: provider, hospital and community effectsR01HS022882 · AHRQ · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI HORWITZ, LEORA · 2014 to 2023
$2.9M
Research Training for the Care of Vulnerable Older Adults with Alzheimer’s Disease and Related Dementias and Other Chronic ConditionsT32AG066598 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Alex D Federman · 2020 to 2026
$2.3M
Leveraging Physician Networks to Improve Care and Outcomes for Low-Income PopulationsR01HL144644 · NHLBI · YALE UNIVERSITY · PI NDUMELE, CHIMA · 2019 to 2021
$1.6M
Medical reversals: De-implementing ineffective and unsafe treatmentsR01HS025164 · AHRQ · UNIVERSITY OF MINNESOTA · PI KARACA-MANDIC, PINAR · 2017 to 2020
$1.4M
Developing and pilot testing an intervention to increase opioid tapering in primary careK23DA044327 · NIDA · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI PEREZ, HECTOR RUBEN · 2017 to 2021
$995k
AHRQ HHS R01 HS022882AHRQ HHS R01 HS025164FDA HHS U01 FD005938NCATS NIH HHS TL1 TR001864NCATS NIH HHS UL1 TR001863NHLBI NIH HHS R01 HL144644NIA NIH HHS T32 AG066598NIDA NIH HHS K23 DA044327
6 · The paper itself

Abstract

The US physician workforce does not reflect the racial and ethnic makeup of the country's population, despite efforts to promote diversity. Becoming a physician requires significant time and financial investment, and populations that are underrepresented in medicine have also been excluded from building wealth. Understanding the differential burden of debt by race and ethnicity may inform strategies to improve workforce diversity. We used 2014-19 data on postgraduate resident trainees from the Association of American Medical Colleges to examine the association between race and ethnicity and debt independent of other demographics and residency characteristics. Black trainees were significantly more likely to have every type of debt than the overall sample and all other racial and ethnic groups (96 percent of Black trainees had any debt versus 83 percent overall; 60 percent had premedical education loans versus 35 percent overall, and 50 percent had consumer debt versus 25 percent overall). American Indian/Alaska Native, Hispanic, and Native Hawaiian/Pacific Islander trainees were more likely to have debt compared with White and Asian trainees. Overall, debt prevalence decreased over time and varied by specialty; however, for Black trainees, debt decreased minimally over time and was stable across specialties. Scholarships, debt relief, and financial guidance should be explored to improve diversity and inclusion in medicine across specialties.

Indexed as

EthnicityInternship and ResidencyAmerican Indian or Alaska NativeAsianBlack or African AmericanHispanic or LatinoHumansMinority GroupsNative Hawaiian or Pacific IslanderUnited States

Identifiers

PMID36623219
PMCPMC9954659

What OpenQuestion holds

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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.