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Interventions associated with racial and ethnic diversity in US graduate medical education: a scoping review

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Mabeza, Russyan Mark, Christophers, Briana, Ederaine, Sophia A., Glenn, Emily J., Benton-Slocum, Zachary P., Marcelin, Jasmine R.·2023·JAMA Network Open

Abstract

Importance: Racially and ethnically minoritized individuals remain underrepresented in graduate medical education relative to their proportion in the population. While many programs and initiatives have been developed to address this problem, there is little consensus regarding strategies that work to improve representation across specialties. Objective: To examine and synthesize evidence-based practices that have been used to increase the proportions of underrepresented in medicine (URiM) trainees at US residency and fellowship programs. Evidence Review: The authors searched PubMed, Google Scholar, Embase, PsycInfo, ERIC, Cochrane Reviews, Cochrane Trials, CINAHL, Scopus, and PROSPERO electronic databases to identify relevant studies published through January 2022. They screened all titles and abstracts for relevance and read full-text articles to identify articles reporting reliable data describing the outcomes of interventions to improve racial and ethnic diversity among trainees. Findings: Twenty-seven articles were included in this review. Two studies reported on fellowship programs. The most common interventions included holistic review (48%), decreased emphasis on United States Medical Licensing Examination Step 1 scores (48%), and explicit institutional messaging regarding the importance of diversity (37%). A combination of interventions was associated with an increased number of URiM applicants, interviewees, and matriculants across various medical and surgical specialties. Conclusions and Relevance: In this scoping review, approaches and interventions associated with increased diversity in residency and fellowship programs were identified. Continued efforts are necessary to sustain such efforts and assess long-term outcomes.

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  • Several systematic and scoping reviews have synthesized efforts at later stages of medical training, such as interventions to increase the diversity of residency programs or to mentor students already enrolled in graduate medical education.

    “Several systematic and scoping reviews have synthesized efforts at later stages of medical training, such as interventions to increase the diversity of residency programs or to mentor students already enrolled in graduate medical education [3,31].”

    From Efficacy of Early Exposure Medical Programs for Underrepresented Students: A Systematic Review (2026) · cites this paper as [31]

    The Introduction and Conclusions identify this paper as a scoping review of interventions to increase racial and ethnic diversity in US graduate medical education programs. Its Recruitment section describes mentorship for medical students before residency, not mentorship for students already enrolled in graduate medical education. The latter part of the citing sentence is therefore not supported by this source. (LLM, conf=0.86)

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  1. [3]Jarman BT, Kallies KJ, Joshi ART,. Underrepresented minorities are underrepresented among general surgery applicants selected to interview. J Surg Educ. 2019; 76(6): e15- e23. doi: 10.1016/j.jsurg.2019.05.018 31175064 · DOI
  2. [4]Poon SC, Nellans K, Gorroochurn P, Chahine NO. Race, but not gender, is associated with admissions into orthopaedic residency programs. Clin Orthop Relat Res. 2022; 480(8): 1441- 1449. doi: 10.1097/CORR.0000000000001553 33229901 PMC9278929 · DOI
  3. [5]Geary A, Wang V, Cooper J, Roberts K, Yoo J. Analysis of electronic residency application service (ERAS) data can improve house staff diversity. J Surg Res. 2021; 257: 246- 251. doi: 10.1016/j.jss.2020.08.001 32862052 · DOI
  4. [6]Kalra A, Reed GW, Puri R,. Trend of demographics of cardiovascular disease fellows and association between fellows and program director race. JACC: Advances. 2022; 1(2): 100032. doi: 10.1016/j.jacadv.2022.100032 PMC11198205 38939314 · DOI
  5. [7]Gonzaga AMR, Appiah-Pippim J, Onumah CM, Yialamas MA. A framework for inclusive graduate medical education recruitment strategies: meeting the ACGME standard for a diverse and inclusive workforce. Acad Med. 2020; 95(5): 710- 716. doi: 10.1097/ACM.0000000000003073 31702694 · DOI
  6. [8]Mendiola M, Modest AM, Kisielewski M, Huang GC. Recruitment of underrepresented in medicine applicants to US internal medicine residencies: results of a national survey. Am J Med. 2022; 135(6): 787- 794. doi: 10.1016/j.amjmed.2022.02.009 35259396 · DOI
  7. [9]Lewis T, Tolbert J, Jones BL. Increasing resident racial and ethnic diversity through targeted recruitment efforts. J Pediatr. 2020; 216: 4- 6. doi: 10.1016/j.jpeds.2019.10.015 31843119 · DOI
  8. [10]Moreno NA. Of capes and white coats: championing diversity and inclusion in medicine. Ann Surg. 2021; 273(2): e32- e33. doi: 10.1097/SLA.0000000000004524 33201128 · DOI
  9. [11]Tusty M, Flores B, Victor R,. The long “race” to diversity in otolaryngology. Otolaryngol Head Neck Surg. 2021; 164(1): 6- 8. doi: 10.1177/0194599820951132 32838654 · DOI
  10. [12]Pritchett EN, Pandya AG, Ferguson NN, Hu S, Ortega-Loayza AG, Lim HW. Diversity in dermatology: roadmap for improvement. J Am Acad Dermatol. 2018; 79(2): 337- 341. doi: 10.1016/j.jaad.2018.04.003 29653209 · DOI
  11. [14]Montañez-Wiscovich ME, Brioso Rubio X, Torres A. Dermatology leadership and a top-down approach to increasing diversity. Clin Dermatol. 2020; 38(3): 316- 320. doi: 10.1016/j.clindermatol.2020.02.006 32563343 · DOI
  12. [15]Solola J, McQueen A, Naylor R, Okuneye V, Vela M. Why we can’t wait. J Grad Med Educ. 2021; 13(1): 37- 38. doi: 10.4300/JGME-D-20-01072.1 33680299 PMC7901623 · DOI
  13. [16]Chen A, Shinkai K. Rethinking how we select dermatology applicants—turning the tide. JAMA Dermatol. 2017; 153(3): 259- 260. doi: 10.1001/jamadermatol.2016.4683 28030657 · DOI
  14. [17]Oyesanya T, Grossberg AL, Okoye GA. Increasing minority representation in the dermatology department: the Johns Hopkins experience. JAMA Dermatol. 2018; 154(10): 1133- 1134. doi: 10.1001/jamadermatol.2018.2018 30046831 · DOI
  15. [20]Bucknor MD, Villanueva-Meyer JE, Kumar V,. Diversity and inclusion efforts in University of California, San Francisco radiology: reflections on 3 years of pipeline, selection, and education initiatives. J Am Coll Radiol. 2019; 16(12): 1716- 1719. doi: 10.1016/j.jacr.2019.06.012 31299250 · DOI
  16. [21]Deas D, Pisano ED, Mainous AG III,. Improving diversity through strategic planning: a 10-year (2002-2012) experience at the Medical University of South Carolina. Acad Med. 2012; 87(11): 1548- 1555. doi: 10.1097/ACM.0b013e31826d63e0 23018331 · DOI
  17. [22]Auseon AJ, Kolibash AJ Jr, Capers Q. Successful efforts to increase diversity in a cardiology fellowship training program. J Grad Med Educ. 2013; 5(3): 481- 485. doi: 10.4300/JGME-D-12-00307.1 24404314 PMC3771180 · DOI
  18. [23]Boatright D, Tunson J, Caruso E,. The impact of the 2008 Council of Emergency Residency Directors (CORD) panel on emergency medicine resident diversity. J Emerg Med. 2016; 51(5): 576- 583. doi: 10.1016/j.jemermed.2016.06.003 27595369 · DOI
  19. [24]London DA, Calfee RP, Boyer MI. Impact of a musculoskeletal clerkship on orthopedic surgery applicant diversity. Am J Orthop (Belle Mead NJ). 2016; 45(6): E347- E351. 27737294
  20. [25]Mason BS, Ross W, Ortega G, Chambers MC, Parks ML. Can a strategic pipeline initiative increase the number of women and underrepresented minorities in orthopaedic surgery? Clin Orthop Relat Res. 2016; 474(9): 1979- 1985. doi: 10.1007/s11999-016-4846-8 27113596 PMC4965371 · DOI
  21. [26]Nellis JC, Eisele DW, Francis HW, Hillel AT, Lin SY. Impact of a mentored student clerkship on underrepresented minority diversity in otolaryngology-head and neck surgery. Laryngoscope. 2016; 126(12): 2684- 2688. doi: 10.1002/lary.25992 27075510 · DOI
  22. [27]Tunson J, Boatright D, Oberfoell S,. Increasing resident diversity in an emergency medicine residency program: a pilot intervention with three principal strategies. Acad Med. 2016; 91(7): 958- 961. doi: 10.1097/ACM.0000000000000957 26556294 · DOI
  23. [28]Aibana O, Swails JL, Flores RJ, Love L. Bridging the gap: holistic review to increase diversity in graduate medical education. Acad Med. 2019; 94(8): 1137- 1141. doi: 10.1097/ACM.0000000000002779 31045603 · DOI
  24. [29]Butler PD, Aarons CB, Ahn J,. Leading from the front: an approach to increasing racial and ethnic diversity in surgical training programs. Ann Surg. 2019; 269(6): 1012- 1015. doi: 10.1097/SLA.0000000000003197 31082895 · DOI
  25. [30]Garrick JF, Perez B, Anaebere TC, Craine P, Lyons C, Lee T. The diversity snowball effect: the quest to increase diversity in emergency medicine: a case study of highland’s emergency medicine residency program. Ann Emerg Med. 2019; 73(6): 639- 647. doi: 10.1016/j.annemergmed.2019.01.039 30902450 · DOI
  26. [31]Guh J, Harris CR, Martinez P, Chen FM, Gianutsos LP. Antiracism in residency: a multimethod intervention to increase racial diversity in a community-based residency program. Fam Med. 2019; 51(1): 37- 40. doi: 10.22454/FamMed.2019.987621 30633796 · DOI
  27. [32]Spector AR, Railey KM. Reducing reliance on test scores reduces racial bias in neurology residency recruitment. J Natl Med Assoc. 2019; 111(5): 471- 474. doi: 10.1016/j.jnma.2019.03.004 30935681 · DOI
  28. [33]Wusu MH, Tepperberg S, Weinberg JM, Saper RB. Matching our mission: a strategic plan to create a diverse family medicine residency. Fam Med. 2019; 51(1): 31- 36. doi: 10.22454/FamMed.2019.955445 30633795 · DOI
  29. [34]Gardner AK, Cavanaugh KJ, Willis RE, Dunkin BJ. Can better selection tools help us achieve our diversity goals in postgraduate medical education? comparing use of USMLE step 1 scores and situational judgment tests at 7 surgical residencies. Acad Med. 2020; 95(5): 751- 757. doi: 10.1097/ACM.0000000000003092 31764083 · DOI
  30. [35]Goines J, Iledare E, Ander D,. A model partnership: mentoring underrepresented students in medicine (URIM) in emergency medicine. West J Emerg Med. 2020; 22(2): 213- 217. doi: 10.5811/westjem.2020.9.48923 33856302 PMC7972354 · DOI
  31. [36]Barceló NE, Shadravan S, Wells CR,. Reimagining merit and representation: promoting equity and reducing bias in GME through holistic review. Acad Psychiatry. 2021; 45(1): 34- 42. doi: 10.1007/s40596-020-01327-5 33111187 · DOI
  32. [37]Escalante E, Smiley Y, Agrawal D, Teach SJ, Cora-Bramble D, Barber A. Increasing pediatric residency class diversity to improve patient outcomes and address structural racism. Acad Med. 2022; 97(6): 850- 854. doi: 10.1097/ACM.0000000000004468 34670240 · DOI
  33. [38]Sungar WG, Angerhofer C, McCormick T,. Implementation of holistic review into emergency medicine residency application screening to improve recruitment of underrepresented in medicine applicants. AEM Educ Train. 2021; 5(suppl 1): S10- S18. doi: 10.1002/aet2.10662 34616968 PMC8480502 · DOI
  34. [39]Lall MD, Backster A, White MH, Heron SL, Siegelman JN. Recruitment of a diverse emergency medicine residency program: creating and maintaining a culture of diversity, equity, and inclusion. AEM Educ Train. 2021; 5(suppl 1): S112- S115. doi: 10.1002/aet2.10674 34616983 PMC8480497 · DOI
  35. [40]Llado-Farrulla M, Fosnot J, Couto J,. In search of workforce diversity? a program’s successful approach. Plast Reconstr Surg. 2021; 147(5): 1229- 1233. doi: 10.1097/PRS.0000000000007881 33890911 · DOI
  36. [41]Marbin J, Rosenbluth G, Brim R, Cruz E, Martinez A, McNamara M. Improving diversity in pediatric residency selection: using an equity framework to implement holistic review. J Grad Med Educ. 2021; 13(2): 195- 200. doi: 10.4300/JGME-D-20-01024.1 33897952 PMC8054578 · DOI
  37. [42]Nehemiah A, Roberts SE, Song Y,. Looking beyond the numbers: increasing diversity and inclusion through holistic review in general surgery recruitment. J Surg Educ. 2021; 78(3): 763- 769. doi: 10.1016/j.jsurg.2020.08.048 32950431 · DOI
  38. [43]Rymer JA, Frazier-Mills CG, Jackson LR II,. Evaluation of women and underrepresented racial and ethnic group representation in a general cardiology fellowship after a systematic recruitment initiative. JAMA Netw Open. 2021; 4(1): e2030832. doi: 10.1001/jamanetworkopen.2020.30832 33427883 PMC7801933 · DOI
  39. [44]Stoesser K, Frame KA, Sanyer O,. Increasing URIM family medicine residents at University of Utah Health. PRiMER. 2021; 5: 42. doi: 10.22454/PRiMER.2021.279738 34841217 PMC8612583 · DOI
  40. [45]Wallace NO, Pittman AB, Wilson SN. The R Frank Jones urology interest group: an intentional and strategic pipeline program to increase diversity in urology. Urology. 2022; 162: 27- 32. doi: 10.1016/j.urology.2021.08.047 34666122 · DOI
  41. [46]Dodelzon K, Belfi L, Schweitzer AD,. The design and preliminary experience with a virtual diversity visiting student acting internship in radiology for underrepresented minority medical students. Acad Radiol. 2022; 29(4): 598- 608. doi: 10.1016/j.acra.2021.02.021 33773896 · DOI
  42. [47]Zhang RV, Awan OA, Resnik CS, Hossain R. Potential impact of a pass or fail united states medical licensing exam step 1 scoring system on radiology residency applications. Acad Radiol. 2022; 29(1): 158- 165. doi: 10.1016/j.acra.2020.10.016 33162317 · DOI
  43. [48]Salari S, Deng F. A stepping stone toward necessary change: how the new USMLE step 1 scoring system could affect the residency application process. Acad Med. 2020; 95(9): 1312- 1314. doi: 10.1097/ACM.0000000000003501 32404607 · DOI
  44. [49]Gauer JL, Jackson JB. The association of USMLE Step 1 and Step 2 CK scores with residency match specialty and location. Med Educ Online. 2017; 22(1): 1358579. doi: 10.1080/10872981.2017.1358579 28762297 PMC5653932 · DOI
  45. [50]Chen DR, Priest KC, Batten JN, Fragoso LE, Reinfeld BI, Laitman BM. Student perspectives on the “step 1 climate” in preclinical medical education. Acad Med. 2019; 94(3): 302- 304. doi: 10.1097/ACM.0000000000002565 30570499 · DOI
  46. [51]Guffey RC, Rusin K, Chidiac EJ, Marsh HM. The utility of pre-residency standardized tests for anesthesiology resident selection: the place of United States Medical Licensing Examination scores. Anesth Analg. 2011; 112(1): 201- 206. doi: 10.1213/ANE.0b013e3181fcfacd 21048098 · DOI
  47. [53]Williams M, Kim EJ, Pappas K,. The impact of United States Medical Licensing Exam (USMLE) step 1 cutoff scores on recruitment of underrepresented minorities in medicine: a retrospective cross-sectional study. Health Sci Rep. 2020; 3(2): e2161. doi: 10.1002/hsr2.161 32318628 PMC7170452 · DOI
  48. [55]Carmody JB, Sarkany D, Heitkamp DE. The USMLE step 1 pass/fail reporting proposal: another view. Acad Radiol. 2019; 26(10): 1403- 1406. doi: 10.1016/j.acra.2019.06.002 31296373 · DOI
  49. [56]McDade W, Vela MB, Sánchez JP. Anticipating the impact of the USMLE Step 1 pass/fail scoring decision on underrepresented-in-medicine students. Acad Med. 2020; 95(9): 1318- 1321. doi: 10.1097/ACM.0000000000003490 32379143 · DOI
  50. [57]Boatright D, Ross D, O’Connor P, Moore E, Nunez-Smith M. Racial disparities in medical student membership in the Alpha Omega Alpha honor society. JAMA Intern Med. 2017; 177(5): 659- 665. doi: 10.1001/jamainternmed.2016.9623 28264091 PMC5818775 · DOI
  51. [58]Low D, Pollack SW, Liao ZC,. Racial/ethnic disparities in clinical grading in medical school. Teach Learn Med. 2019; 31(5): 487- 496. doi: 10.1080/10401334.2019.1597724 31032666 · DOI
  52. [59]Capers Q, McDougle L, Clinchot DM. Strategies for achieving diversity through medical school admissions. J Health Care Poor Underserved. 2018; 29(1): 9- 18. doi: 10.1353/hpu.2018.0002 29503283 · DOI
  53. [60]Jarman BT, Borgert AJ, Kallies KJ,. Underrepresented minorities in general surgery residency: analysis of interviewed applicants, residents, and core teaching faculty. J Am Coll Surg. 2020; 231(1): 54- 58. doi: 10.1016/j.jamcollsurg.2020.02.042 32156654 · DOI
  54. [61]Gabrielson AT, Kohn JR, Sparks HT, Clifton MM, Kohn TP. Proposed changes to the 2021 residency application process in the wake of COVID-19. Acad Med. 2020; 95(9): 1346- 1349. doi: 10.1097/ACM.0000000000003520 32459675 PMC7268839 · DOI
  55. [62]Nwora C, Allred DB, Verduzco-Gutierrez M. Mitigating bias in virtual interviews for applicants who are underrepresented in medicine. J Natl Med Assoc. 2021; 113(1): 74- 76. doi: 10.1016/j.jnma.2020.07.011 32768242 PMC7402105 · DOI
  56. [63]Ngonadi N, Barbosa NS. Underrepresented minority students applying to dermatology residency in the COVID-19 era: challenges and considerations. Cutis. 2021; 108(4): 216- 220. doi: 10.12788/cutis.0365 34847002 · DOI
  57. [64]Zárate Rodriguez JG, Gan CY, Williams GA,. Applicants’ perception of fit to residency programmes in the video-interview era: a large multidisciplinary survey. Med Educ. 2022; 56(6): 641- 650. doi: 10.1111/medu.14729 35014076 · DOI
  58. [65]Driesen AMDS, Romero Arenas MA, Arora TK,. Do general surgery residency program websites feature diversity? J Surg Educ. 2020; 77(6): e110- e115. doi: 10.1016/j.jsurg.2020.06.014 32600889 · DOI
  59. [66]Sanchez AN, Martinez CI, Lara AM, Washington M, Escalon MX, Verduzco-Gutierrez M. Evaluation of diversity and inclusion presence among US physical medicine and rehabilitation residency program websites. Am J Phys Med Rehabil. 2021; 100(12): 1196- 1201. doi: 10.1097/PHM.0000000000001693 33443852 · DOI
  60. [68]Rice X, Uzoma B, Hoyer P, Ross L. 26669 Addressing diversity in dermatology: how to be an ally. J Am Acad Dermatol. 2021; 85(3): AB112. doi: 10.1016/j.jaad.2021.06.465 35218857 · DOI
  61. [69]Ly DP, Essien UR, Olenski AR, Jena AB. Affirmative action bans and enrollment of students from underrepresented racial and ethnic groups in U.S. public medical schools. Ann Intern Med. 2022; 175(6): 873- 878. doi: 10.7326/M21-4312 35500257 · DOI

Cited by

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Authors
Mabeza, R. M., Christophers, B., Ederaine, S. A., Glenn, E. J., Benton-Slocum, Z. P., & Marcelin, J. R.
Affiliations
  • University of California, Los Angeles (US)
  • Weill Cornell/Rockefeller/Sloan Kettering Tri-Institutional MD-PhD Program, New York, New York
  • University of California, Irvine (US)
  • University of Nebraska Medical Center (US)
Corresponding author
  • Mabeza, Russyan Mark
  • Marcelin, Jasmine R.
Venue
JAMA Network Open
Published
2023-01-03
Volume
6
Issue
1
Pages
e2249335
ISSN
2574-3805 (ISSN-L)
OpenAlex
W4313532659
Cited by
40
References
1
Citations by year
2026: 6 · 2025: 16 · 2024: 7 · 2023: 11
FWCI
3.01
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • JAMA Network Open (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
Funders
  • National Cancer Institute (P30CA008748)
  • National Institute of General Medical Sciences (T32GM007739)
Topics
  • Social Sciences › Gender Studies › Diversity and Career in Medicine
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Medical Education and Admissions
  • Social Sciences › Safety Research › Career Development and Diversity
Keywords
racial and ethnic diversity, underrepresented in medicine, graduate medical education, residency training, fellowships, diversity interventions, holistic review, USMLE Step 1 scores, medical workforce diversity, medical specialties
MeSH terms
Education, Medical, Graduate, Humans, Internship and Residency, United States

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