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Recruitment of Underrepresented in Medicine Applicants to US Internal Medicine Residencies: Results of a National Survey

      Keywords

      Perspectives Viewpoints
      • The Accreditation Council for Graduate Medical Education mandates that residencies have strategies in place to recruit applicants who are historically underrepresented in medicine.
      • Our national survey of internal medicine residency program directors revealed a range of approaches for recruitment with varying degrees of perceived effectiveness.
      • Barriers include the lack of diverse faculty and insufficient institutional support.
      • This collection of strategies can inform residency initiatives to bring diversity to the physician workforce.

      Introduction

      Racial and ethnic concordance between physicians and patients can improve health care delivery.
      • Saha S
      • Guiton G
      • Wimmers PF
      • Wilkerson L
      Student body racial and ethnic composition and diversity-related outcomes in US medical schools.
      • Takeshita J
      • Wang S
      • Loren AW
      • et al.
      Association of racial/ethnic and gender concordance between patients and physicians with patient experience ratings.
      • Shen MJ
      • Peterson EB
      • Costas-Muñiz R
      • et al.
      The effects of race and racial concordance on patient-physician communication: a systematic review of the literature HHS public access.
      However, the US physician workforce does not adequately reflect the demographic composition of the US population: as of 2018, only 17.1% of physicians self-reported as Asian, 5.8% Hispanic, and 5% Black or African American.

      Association of American Medical Colleges. Diversity in medicine: facts and figures 2019. Available at: https://www.aamc.org/data-reports/workforce/interactive-data/figure-18-percentage-all-active-physicians-race/ethnicity-2018. Accessed October 3, 2021.

      Such disparities within internal medicine have broad health and societal repercussions, because internists and other generalists represent frontline providers to the majority of the population seeking health care.
      The Accreditation Council for Graduate Medical Education (ACGME), among other regulatory bodies, has embraced the value that diversity brings to the culture and practice of medicine. In 2019, it mandated that residency and fellowship programs improve the diversity of their workforce.

      Accreditation Council for Graduate Medical Education. ACGME 2019 Common Program Requirements. Available at: https://www.acgme.org/What-We-Do/Accreditation/Common-Program-Requirements. Accessed October 3, 2021.

      However, programs were not provided with guidelines or resources for improving recruitment of historically underrepresented in medicine (URiM) applicants, resulting in heterogeneous efforts of unclear value.
      Several studies have demonstrated the effectiveness of single-institution interventions such as externships and second visits,
      • Tunson J
      • Boatright D
      • Oberfoell S
      • et al.
      Increasing resident diversity in an emergency medicine residency program: a pilot intervention with three principal strategies.
      screening and interviewing procedures,
      • Wusu MH
      • Tepperberg S
      • Weinberg JM
      • Saper RB
      Matching our mission: a strategic plan to create a diverse family medicine residency.
      post-interview communication,
      • Auseon AJ
      • Kolibash Jr, AJ
      • Capers Q
      Successful efforts to increase diversity in a cardiology fellowship training program.
      and holistic review.
      • Aibana O
      • Swails JL
      • Flores RJ
      • Love LT
      Bridging the gap: holistic review to increase diversity in graduate medical education.
      We also previously conducted a limited survey of obstetrics-gynecology program directors, which cast light on a small segment of residency programs.
      • Mendiola M
      • Modest AM
      • Huang GC
      Striving for diversity: national survey of OB-GYN program directors reporting residency recruitment strategies for underrepresented minorities.
      To our knowledge, a broad-based undertaking has not been conducted of how residency programs recruit URiM applicants and whether these efforts are viewed as effective.
      In the face of a national mandate for improving diversity, programs are developing their own solutions without being informed by what others are doing successfully. To aggregate URiM recruitment strategies among a large sector of residency programs, we used a nationally representative survey of internal medicine program directors to solicit strategies, their perceived effectiveness, and other barriers to recruitment.

      Methods

      Study Setting and Participants

      The Association of Program Directors in Internal Medicine (APDIM) is a charter organization of the Alliance for Academic Internal Medicine (AAIM), a professional association that represents over 10,000 internal medicine educators and administrators. The APDIM Survey Committee oversees the development of an annual research survey of internal medicine residency program directors to study critical issues in graduate medical education training. Thematic survey sections vary annually, although a “core” set of questions about program characteristics remains static. The 2019 survey was disseminated to program directors at all 422 APDIM member residency programs with ACGME accreditation prior to July 1, 2018. At the time of the study, APDIM member programs represented 82% of ACGME-accredited residency programs.

      Instrument Design

      In May 2018, a call for thematic survey proposal submissions was disseminated online to all APDIM physician-members (approximately 4500). In October 2018, the APDIM Survey Committee blind-reviewed question section proposals, scored them on merit and relevance, and selected 5 sections for inclusion in the 2019 survey. The proposal authors adapted the survey instrument used in previous work
      • Mendiola M
      • Modest AM
      • Huang GC
      Striving for diversity: national survey of OB-GYN program directors reporting residency recruitment strategies for underrepresented minorities.
      based on its findings and submitted questions for consideration. The section “Recruitment Strategies for Underrepresented in Medicine Applicants to Internal Medicine Residency” was selected. It consisted of 39 questions with conditional (skip or display) logic. Questions solicited program emphasis on URiM recruitment, access to diversity offices, recruitment strategies along with perceived effectiveness, impact of ACGME requirements on recruitment efforts, and barriers to recruitment. Response types included multiple-choice, Likert-type questions, and write-in fields for responses of “other.” The survey section ended with an open-ended question: “What is the one area you wish your institution would focus on to recruit URiM trainees?”
      From February through May 2019, the questions were edited and revised by the committee in consultation with section coauthors; in June, AAIM staff programmed the instrument in the Qualtrics Surveys platform in preparation for committee pretesting, author revision, and pilot testing. The study (#18-AAIM-107) was deemed exempt by Pearl IRB (Indianapolis, Ind; US Department of Health and Human Services #IRB00007772) in accordance with Food and Drug Administration 21 Code of Federal Regulations 56.104 and Department of Health and Human Services 45 Code of Federal Regulations 46.104. The survey launched on August 12 and closed on December 9, 2019, and included 5 e-mail reminder messages to nonrespondents.

      Statistical Analysis

      Quantitative data analysis was conducted in Stata 16 SE (College Station, Texas). Prior to de-identifying the final responses for analysis, the study population dataset was appended with data from external sources, including US Census Bureau geographic region.

      U.S. Census Bureau. Census regions and divisions of the United States. Available at: https://www2.census.gov/geo/pdfs/maps-data/maps/reference/us_regdiv.pdf. Accessed October 3, 2021.

      Residency program characteristics that explained most of the population variance, such as number of approved resident positions, were obtained from ACGME.

      Accreditation Council for Graduate Medical Education. Accreditation database system online. Available at: https://apps.acgme.org/ads/Public/Programs/Search. Accessed October 3, 2021.

      Program type (and other selected characteristics) was obtained from the American Medical Association.

      American Medical Association. Fellowship and residency electronic interactive database access system online. Available at: https://freida.ama-assn.org/. Accessed October 3, 2021.

      Rolling 3-year residency pass rates were provided by the American Board of Internal Medicine.

      American Board of Internal Medicine. Residency program pass rates [2016-2018]. Available at: https://www.abim.org/about/statistics-data/exam-pass-rates.aspx. Accessed on October 3, 2021.

      Descriptive statistics for analysis included the reporting of frequencies and percentages for categorical variables and measures of central tendency (eg, mean, median, standard deviation) for continuous variables. After review, several responses that coincided with existing response categories were reassigned accordingly; responses that did not fit existing response options remained coded as “other.” To describe the statistical representativeness of the survey responses, we compared characteristics that explained most population variance of respondents and their programs to non-respondents using the Adjusted Wald (Pearson) test of association with 1 degree of freedom for categorical variables. To compare the means or medians of continuous variables to dichotomous variables, we used Welch's t test, an interquartile range test (Welch's t), or a nonparametric equality-of-medians test. To confirm the construct validity of self-reported items that were not mutually exclusive, we reported Cronbach's alpha (α) with average inter-item covariance. Statistical significance was designated using an alpha level set to P ≤ .05, and construct validity for Cronbach's α was deemed acceptable at 0.70 or higher.
      • Tavakol M
      • Dennick R
      Making sense of Cronbach's alpha.
      We conducted a content analysis of open-ended responses, with 2 authors (MM, GH) reviewing all comments independently, discussing jointly, and arriving at consensus on overarching themes.

      Results

      The survey response rate was 69% (293 of 422 survey-eligible program directors). Among responding program directors, 104 (36%) were situated at university-based programs and 267 (91%) represented programs whose ACGME accreditation status was “continued.” The geographic distribution of programs was most prominent from the Northeast (30%) and the South (35%). The median size of programs (approved ACGME resident positions) among respondents was 52 (SD 41.9). There was no significant difference in characteristics between responders and non-responders, although there were slight differences based on the proportions of international medical graduate (IMG) trainees (P = .161) (Table 1).
      Table 1Core Characteristics of Responding and Nonresponding Internal Medicine Residency Programs: 2019 Survey of US Internal Medicine Residency Program Directors
      n (Column %)
      Respondents(n = 293)Nonrespondents(n = 129)Total(n = 422)P Value
      Bivariate (Adjusted Wald [Pearson] test of association with 1 degree of freedom) used for categorical variables: alpha = 0.05.
      Program Type (AMA-FREIDA)
       University-based104 (35.5)30 (23.3)134 (31.8).059
       Community-based49 (16.7)28 (21.7)77 (18.3).478
       Community-based, university-affiliated135 (46.1)69 (53.5)204 (48.3).208
       Military-based5 (1.7)2 (1.6)7 (1.7).855
      Census region (US Census Bureau)
      Excludes programs from 2 US territories, due to small cell sizes/data confidentiality.
       Northeast87 (29.7)38 (29.9)125 (29.8).971
       Midwest62 (21.2)37 (29.1)99 (23.6).199
       West41 (14.0)18 (14.2)59 (14.1).954
       South103 (35.2)34 (26.8)137 (32.6).167
      VA affiliation: yes (ACGME)110 (37.5)37 (28.7)147 (34.8).053
      Accreditation status (ACGME)
       Continued or continued with warning267 (91.1)116 (89.9)383 (90.8).772
       Initial or initial with warning26 (8.9)13 (10.1)39 (9.2)
      Mean (SD)Mean (SD)Mean (SD)P Value
      Welch's t test.
      Percent IMG trainees (3-y averages: FREIDA); n = 263, n = 113, n = 376
      Interquartile range test (Q3-Q1): 79.5-6.0; 85.3-22.4; 81.5-7.9.
      43.3 (24.8)48.4 (21.9)44.9 (23.9).161
      Program size: ACGME-approved positions, n (median)
      Equality-of-medians test (continuity corrected Pearson chi-squared).
      52 (41.9)48 (37.5)50 (40.8).229
      ABIM pass rate 2016-2018 (%); n = 252, n = 11191.1 (6.9)91.1 (7.1)91.1 (6.9).965
      Program director tenure as of 2019 (years; ACGME)5.7 (5.8)6.2 (6.2)5.8 (5.9).454
      Program accreditation year (ACGME)1976.5 (23.3)1977.9 (25.0)1977.0 (23.8).586
      ABIM = American Board of Internal Medicine; ACGME = Accreditation Council for Graduate Medical Education; AMA-FREIDA = American Medical Association Residency and Fellowship Database; IMG = international medical graduate; SD = standard deviation; VA = Veterans Affairs.
      low asterisk Bivariate (Adjusted Wald [Pearson] test of association with 1 degree of freedom) used for categorical variables: alpha = 0.05.
      Excludes programs from 2 US territories, due to small cell sizes/data confidentiality.
      Welch's t test.
      § Interquartile range test (Q3-Q1): 79.5-6.0; 85.3-22.4; 81.5-7.9.
      Equality-of-medians test (continuity corrected Pearson chi-squared).
      Respondents reported a range of perceptions of the emphasis on URiM recruitment in their programs, with 143/293 (49%) reporting a “good” or “great deal of emphasis” and 46/293 (16%) reporting little to no emphasis on these efforts. Three-fourths (213/293, 73%) of respondents reported that their programs had access to a dedicated office or director of diversity, and the most commonly reported levels of accessible support were at the medical school (126/213, 59%) and the hospital network or health system (90/213, 42%). In response to whether they actually received support from dedicated offices or directors of diversity, 40% (51/126) of respondents with medical school diversity offices reported receiving no support, and 38% (34/90) of respondents with hospital network or health system diversity offices reported no support. In contrast, among respondents who reported to have a residency program diversity office, 57% (31/54) reported a great deal of support from the graduate medical education level (Figure).
      Figure
      FigureLevel of access to a designated office or director of diversity and level of supposed provided in recruiting underrepresented in medicine applicants (URiMs) to resident programs (n = 213).
      We found that program directors used a variety of recruitment strategies, ranging widely in their opinions about relative effectiveness (Table 2). The most common strategies were websites (169/212, 80%), demonstrating a commitment to diversity on interview day (165/215, 77%), URiM residents and faculty being present on interview day (160/211, 76%), and matching URiM faculty to applicants (128/199, 64%). The use of race/ethnicity data in the Electronic Residency Application System (ERAS; 158/215, 74%) was also prominent.
      Table 2URIM Recruitment Strategies By Usage and Perceived Effectiveness
      No. Who RespondedUsed Strategy
      Cronbach's alpha (α) for items reported: 0.81; average interitem covariance: 0.008.
      Very EffectiveSomewhat EffectiveNot at All Effective
      A webpage/website showcasing diversity212169 (79.7)40 (23.7)114 (67.5)15 (8.9)
      Feature diversity and inclusion as a key topic for all applicants on interview day (as well as rotations, research, academic work)215165 (76.7)48 (29.1)103 (62.4)14 (8.5)
      Feature URiMs (eg, residents, faculty) prominently on interview day211160 (75.8)55 (34.4)96 (60.0)9 (5.6)
      Use race/ethnicity data in ERAS to increase interview invites to URiM candidates215158 (73.5)53 (33.5)91 (57.6)14 (8.9)
      Match URiM applicants with URiM faculty on interview day199128 (64.3)32 (25.0)83 (64.8)13 (10.2)
      Distribute print-based materials18096 (53.3)7 (7.3)57 (59.4)32 (33.3)
      Recruit applicants at URiM association or society events19083 (43.7)12 (14.5)59 (71.1)12 (14.5)
      A special meeting with program leadership for URiM applicants prior to interview day18959 (31.2)7 (11.9)30 (50.8)22 (37.3)
      Offer a second visit for URiMs only18351 (27.9)12 (23.5)20 (39.2)19 (37.3)
      A special meeting with program leadership for URiM applicants on interview day18053 (29.4)5 (9.4)28 (52.8)20 (37.7)
      Make individual phone calls after interview day to URiM applicants only18040 (22.2)6 (15.0)12 (30.0)22 (55.0)
      Hold a separate event for URiMs during their initial visit18537 (20.0)7 (18.9)13 (35.1)17 (45.9)
      Send post-interview emails to URiMs only17534 (19.4)1 (2.9)16 (47.1)17 (50.0)
      Other119 (81.8)3 (33.3)6 (66.7)0 (–)
      ERAS = Electronic Residency Application System; URiM = underrepresented in medicine applicants.
      Note: Results are presented as n (%) across the rows. Denominator for assessment of effectiveness is the number of respondents who reported using the strategy.
      low asterisk Cronbach's alpha (α) for items reported: 0.81; average interitem covariance: 0.008.
      Perspectives on the effectiveness of each of these strategies varied; no single strategy dominated in terms of being perceived as “very effective.” However, the strategies reported by the largest percentages of respondents as “very effective” or “somewhat effective” were websites featuring diversity, mentioning diversity explicitly on interview day, featuring URiM residents and faculty on interview day, using race/ethnicity ERAS data, matching URiM applicants with URiM interviewees, and recruitment at URiM association events. In contrast, strategies that involved directly contacting URiM applicants were not only the strategies reported to be least used, but were also perceived as least effective. Such strategies included making individual phone calls after interview day to URiM applicants only, special meetings with program leadership for URiM applicants prior to and on interview day, and holding separate events or second visits for URiM applicants.
      Program directors reported several barriers to recruitment, summarized in Table 3. The most cited barriers were concerns about applicant interest in the geographic region of the residency program, diversity of the applicant pool, and qualifications of the applicant pool. In addition to the structured responses, some respondents who reported an item for “other” referenced concerns about the institution itself being a barrier to recruitment (eg, being part of the military, being a new institution, and losing out to other institutions).
      Table 3Barriers to Recruitment of URiM Applicants to Residency
      No. Who Responded
      Cronbach's alpha (α) for items reported: 0.70; average interitem covariance: 0.006.
      To a Great ExtentTo Some ExtentTo No ExtentDon't Know/Unsure
      Funding/resources18746 (24.6)66 (35.3)66 (35.3)9 (4.8)
      Applicant interest in geographic region of program230103 (44.8)83 (36.1)38 (16.5)6 (2.6)
      Institutional diversity of employees20142 (20.9)57 (28.4)91 (45.3)11 (5.5)
      Institutional diversity of patients20114 (7.0)46 (22.9)138 (68.7)3 (1.5)
      Departmental diversity of faculty21062 (29.5)85 (40.5)56 (26.7)7 (3.3)
      Current resident diversity21038 (18.1)81 (38.6)85 (40.5)6 (2.9)
      Applicant pool diversity22375 (33.6)96 (43.1)44 (19.7)8 (3.6)
      Institutional commitment19428 (14.4)53 (27.3)105 (54.1)8 (4.1)
      Departmental commitment19218 (9.4)41 (21.4)128 (66.7)5 (2.6)
      Applicants who meet academic thresholds for selection22167 (30.3)110 (49.8)39 (17.7)5 (2.3)
      Ability to meet the needs/interests of URiM applicants20428 (13.7)103 (50.5)58 (28.4)15 (7.4)
      Other (if applicable)108 (80.0)1 (10.0)0 (0.0)1 (10.0)
      URiM = underrepresented in medicine applicants.
      Note: Results are presented as n (%) across the rows.
      low asterisk Cronbach's alpha (α) for items reported: 0.70; average interitem covariance: 0.006.
      In response to a question about whether the ACGME requirements would impact their actions, 25% (73/293) reported “yes” that they had made a change to their programs, and 52/293 (18%) were unsure; 36/60 (60%) reported that they were planning to implement a formal tracking system for recruitment and retention, 33/60 (55%) reported that they would implement committees to work on recruitment and retention, 6/60 (10%) reported they were seeking more funding. For 167 of 168 respondents who reported that they had not made a change to their recruitment efforts, 90 (54%) stated that their current strategy met requirements, 34 (20%) reported that their strategy exceeded requirements, and 19 (11%) were waiting on an institutional plan. For reports of “other,” 6 referenced IMGs and 3 referenced military programs.
      When asked what respondents wished their institution would focus on to improve URiM recruitment, the responses clustered into 6 major themes (Table 4). Of 155 respondents to this question, 44 (28%) reported a need to support faculty diversity, 29 (19%) emphasized that a culture shift was necessary, 34 (22%) desired more support through resources and education, 21 (14%) suggested focusing on the low numbers in the pipeline, 16 (10.3%) felt they were comfortable with their level of diversity, and 11 (7%) felt IMGs added diversity but were unaccounted for in traditional URiM metrics.
      Table 4Themes from Self-Reported Institutional Efforts to Improve URiM Recruitment
      Open-ended responses to the question, “What is one area that you wish your institution would focus on to improve recruitment of URiM trainees?”
      ThemesN = 155, n (%)Representative quotes
      Culture change viewed as imperative to recruitment29 (18.7)
      • “Mandate that it is a priority at each level of leadership. We are grinding our wheels with a grassroots program.”
      • “Support the programs in changing the criteria for recruitment.”
      • “Be more progressive in the ways in which they work to improve recruitment of URiM trainees.”
      The value of international medical graduates in augmenting diversity11 (7.1)
      • “[We] have been very ethnically diverse. Now whether that meets the definition of URiM trainees is unclear.”
      • “[We] are a 100% IMG program and have very few Americans.”
      • “I am unsure how to attract any US graduates, including URiM graduates to our program when the national trend and the local competition is significant.”
      The need to emphasize faculty diversity and support44 (28.4)
      • “I wish that they would give protected time to URiM Faculty to mentor URiM residents. Our faculty are SO STRETCHED [sic] because of increasing clinical responsibilities that it is completely unrealistic to think that they will be able to commit to meaningful engagement to the residents in their free time. We have to deal HEAD ON [sic] with the minority tax issue.”
      • “We need more representation in our faculty.”
      The desire to increase support through resources and education34 (21.9)
      • “Providing additional resources in terms of greater housing accommodations, loan forgiveness counseling/plans, and more faculty of color so the trainees can see themselves in the institution.”
      • “Allowing resources for separate recruitment efforts and providing time/opportunity/protected. Funding for diverse faculty to step away from clinical duties to attend recruitment duties.”
      The perception of having already accomplished the mission of diversity16 (10.3)
      • “Our program is very mission driven and this reflects greatly on our ability to attract diverse applicants.”
      • “Our hospital serves a very diverse community. This is reflected in our recruitment process and the diversity of our residents.”
      Concerns about the insufficient number of URiM applicants and limitations of pipeline programs21 (13.5)
      • “Stronger outreach to regional medical schools regarding opportunities for URiM in our health care organization/system.”
      • “Recruitment of local minorities into medical school to have better chance of matching them in our residency program.”
      • “Need greater diversity of applicant pool with qualified applicants.”
      IMG = international medical graduate; URiM = underrepresented in medicine applicants.
      low asterisk Open-ended responses to the question, “What is one area that you wish your institution would focus on to improve recruitment of URiM trainees?”

      Discussion

      We conducted a national survey of internal medicine residency program directors to identify strategies used to recruit historically URiM applicants. We found that intentional efforts on interview day were frequent, such as verbalizing commitment to diversity and inclusion and featuring URiM residents. More resource-intensive approaches were uncommon, such as separate events for URiMs, post-interview communications, and second visits, and had varying degrees of perceived effectiveness. Barriers identified in the process of URiM recruitment centered on concerns about the applicant pool. Collectively, these perspectives represent a toolbox of initiatives for residency programs seeking to increase the diversity of their programs.
      It is not surprising that the most reported recruitment strategies occurred on interview day because it is the predominant opportunity for programs to engage with applicants. These strategies were explicit in nature—websites, the presence of URiM residents, verbally highlighting diversity—and have 2 sides. On one hand, programs may have wanted to broadcast their commitment to diversity; on the other, the emphasis on visual display may have reflected surface-level attitudes toward diversity that do not necessarily demonstrate value or commitment.
      We found that “typical” barriers for initiatives, namely, funding and external support, were not common issues among our respondents. Rather, respondents reported the applicant pool and applicant interest in geography to be the largest perceived barriers. This perspective requires corroboration from applicants. Medical schools, although separate from the residency programs, were reported as the greatest source of support from diversity offices, although it was not highly utilized, and it underscores the need to work with other faculty and administrative leaders to further pipelines and decrease siloed efforts.
      Our work demonstrated an unexpected but persistent set of themes related to IMGs, centered on whether they could be considered URiMs. Some program directors felt that IMGs clearly brought diversity to programs, whereas others articulated that having a large proportion of IMGs reflected an inability to attract URiMs. Of note, the ACGME definition of “underrepresented” has not been prescriptive. Overall, there was a strong signal from a subset of respondents that IMGs had the potential to infuse ethnic, cultural, and linguistic diversity into programs, a view that may not be universally held.
      Notably, a recent qualitative study of 20 internal medicine program directors revealed a lack of familiarity with the ACGME diversity standards, concerns about the absence of national guidance for recruitment, and apprehensions about match violation with post-interview contact.
      • Martinez-Strengel A
      • Balasuriya L
      • Black A
      • et al.
      Perspectives of internal medicine residency program directors on the Accreditation Council for Graduate Medical Education diversity standards.
      Its findings also focused more on barriers to recruitment rather than effective strategies, which differentiates our work. This work also builds on the prior survey of obstetrics-gynecology program directors, representing a larger collection of program director efforts to improve URiM recruitment. Our pair of studies suggest that using ERAS race/ethnicity and promoting diversity on interview day are key to building a diverse cohort, similar to an initiative in family medicine.
      • Wusu MH
      • Tepperberg S
      • Weinberg JM
      • Saper RB
      Matching our mission: a strategic plan to create a diverse family medicine residency.
      In contrast to another article in emergency medicine, our work did not find that second visits were as helpful among the array of options.
      • Tunson J
      • Boatright D
      • Oberfoell S
      • et al.
      Increasing resident diversity in an emergency medicine residency program: a pilot intervention with three principal strategies.
      Our study echoed a common refrain that the problem, and its concomitant solutions, lies not with recruitment but with pipeline development.
      • Weyand AC
      • Nichols DG
      • Freed GL
      Current efforts in diversity for pediatric subspecialty fellows: playing a zero-sum game.
      The extent to which IMGs contribute to diversity
      • Norcini JJ
      • van Zanten M
      • Boulet JR
      The contribution of international medical graduates to diversity in the U.S. physician workforce: graduate medical education.
      may be in the eye of the beholder, and our results accentuate the lack of agreement on this point.
      Limitations to this work include methodological constraints inherent to surveys, which include measurement error, possible non-response bias, and the self-reporting of perceptions. The survey was deployed during application season; however, respondents may have experienced recall bias about the breadth of strategies used to recruit URiM applicants. Further, respondents presented subjective views about the effectiveness of particular strategies, which may have been influenced by confirmation bias in that they had personal stakes in affirming the value of efforts they adopted. Similarly, social acceptance bias may have affected the magnitude of their responses, particularly questions about how much they emphasized race and minority recruitment. Additionally, there were varying degrees of item non-response for our survey section questions; the subset most committed to diversity may have chosen to answer our questions about URiM recruitment and thus, our findings may not apply to less invested programs. That said, the nonresponders may not have done so due to their relative newness, rather than lack of interest.
      This contribution to a national survey characterized recruitment strategies to diversify the physician workforce. A subsequent research agenda should include a systematic linkage of recruitment strategies to objective metrics, with the potential for a resource-effectiveness evaluation. In addition to crowdsourcing local solutions to a national problem, the findings draw attention to opportunities for the specialty as whole to improve the demographic disparity between patients and physicians.

      Acknowledgment

      We are grateful to the Association of Program Directors in Internal Medicine for their annual survey mechanism, without which the project would not have been possible.

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