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2015 年至 2022 年,黑人和西班牙裔骨科申请人和住院医师与普通外科相比如何?

How Did Black and Hispanic Orthopaedic Applicants and Residents Compare to General Surgery Between 2015 and 2022?

机构信息

Wayne State University School of Medicine, Detroit, MI, USA.

Department of Orthopaedic Surgery, Henry Ford Health, Detroit, MI, USA.

出版信息

Clin Orthop Relat Res. 2024 Aug 1;482(8):1361-1370. doi: 10.1097/CORR.0000000000003069. Epub 2024 Apr 4.

Abstract

BACKGROUND

Despite the heavy demand for and knowledge of the benefits of diversity, there is a persistent lack of racial, ethnic, and gender diversity in orthopaedic surgery. Since the implementation of diversity initiatives, data have shown that general surgery has been one of the top competitive surgical fields and has demonstrated growth in racial, ethnic, and gender diversity, making general surgery a good point of reference and comparison when analyzing racial and ethnic growth in orthopaedic surgery.

QUESTIONS/PURPOSES: (1) What were the growth rates for Black and Hispanic orthopaedic residency applicants and residents between 2015 and 2022? (2) How did the growth rates of Black and Hispanic individuals in orthopaedic surgery compare with those of general surgery? (3) How did applicant recruitment and resident acceptance differ between Black and Hispanic people in orthopaedic surgery?

METHODS

Applicant data were obtained from historical specialty-specific data from the Association of American Medical Colleges Electronic Residency Application Service Statistics database between 2018 and 2022, and resident data were obtained from the Accreditation Council of Graduate Medical Education Data Resource Book between 2015 and 2021. Between 2018 and 2022, the number of residency applicants totaled 216,677, with 17,912 Black residency applicants and 20,413 Hispanic residency applicants. Between 2015 and 2021, the number of active residents totaled 977,877, with 48,600 Black residents and 62,605 Hispanic residents. Because the applicant and resident data do not overlap throughout all years of observation, a sensitivity analysis of overlapping years (between 2018 and 2021) was conducted to ensure observed trends were consistent and valid throughout the study. All datasets obtained were used to establish the different racial and ethnic proportions of Black and Hispanic residency applicants and residents in four nonsurgical primary care specialties and four surgical subspecialties. A reference slope was created using data from the Association of American Medical Colleges and Accreditation Council of Graduate Medical Education to represent the growth rate for total residency applicants and residents, independently, across all residency specialties reported in each database. This slope was used for comparison among the resident and applicant growth rates for all eight selected specialties. Datapoints were placed into a scatterplot with regression lines, using slope equations to depict rate of growth and R 2 values to depict linear fit. Applicant growth corresponded to applicant recruitment and resident growth corresponded to resident acceptance. Chi-square tests were used to compare residents and residency applicants for the Black and Hispanic populations, separately. Two-way analysis of variance with a time-by-specialty interaction term (F-test) was conducted to determine differences between growth slopes.

RESULTS

There was no difference in the growth rate of Black orthopaedic surgery applicants between 2018 and 2022, and there was no difference in the growth rate of Hispanic orthopaedic surgery applicants (R 2 = 0.43; p = 0.23 and R 2 = 0.63; p = 0.11, respectively). However, there was a very slight increase in the growth rate of Black orthopaedic surgery residents between 2015 and 2021, and a very slight increase in the growth rate of Hispanic orthopaedic surgery residents (R 2 = 0.73; p = 0.02 and R 2 = 0.79; p = 0.01, respectively). There were no differences in orthopaedic and general surgery rates of growth for Black applicants between 2018 and 2022 (0.004 applicants/year versus -0.001 applicants/year; p = 0.22), and no differences were found in orthopaedic and general surgery rates of growth for Black residents between 2015 and 2021 (0.003 residents/year versus 0.002 residents/year; p = 0.59). Likewise, Hispanic orthopaedic applicant growth rates did not differ between 2018 and 2022 from the rates of general surgery (0.004 applicants/year versus 0.005 applicants/year; p = 0.68), and there were no differences in orthopaedic and general surgery rates of growth for Hispanic residents (0.007 residents/year versus 0.01 residents/year; p = 0.35). Furthermore, growth rate comparisons between Black orthopaedic applicants and residents between 2018 and 2021 showed applicant growth was larger than resident growth, illustrating that the recruitment of Black applicants increased slightly more rapidly than resident acceptance. Growth rate comparisons between Hispanic applicants and residents showed a larger rate of resident growth, illustrating Hispanic resident acceptance increased slightly faster than applicant recruitment during that time.

CONCLUSION

We found low acceptance of Black residents compared with the higher recruitment of Black applicants, as well as overall low proportions of Black and Hispanic applicants and residents. Future studies might explore the factors contributing to the higher acceptances of Hispanic orthopaedic residents than Black orthopaedic residents.

CLINICAL RELEVANCE

We recommend that more emphasis should be placed on increasing Black and Hispanic representation at the department level to ensure cultural considerations remain at the forefront of applicant recruitment. Internal or external reviews of residency selection processes should be considered, and more immersive, longitudinal orthopaedic surgery clerkships and research mentorship experiences should be targeted toward Black and Hispanic students. Holistic reviews of applications and selection processes should be implemented to produce an increased racially and ethnically diverse applicant pool and a diverse residency work force, and implicit bias training should be implemented to address potential biases and diversity barriers that are present in residency programs and leadership.

摘要

背景

尽管人们对多样性的益处有着强烈的需求和认识,但在骨科手术领域,仍然存在着种族、民族和性别多样性的严重不足。自实施多样性计划以来,数据显示普通外科一直是竞争最激烈的外科领域之一,并且在种族、民族和性别多样性方面取得了增长,这使得普通外科成为分析骨科领域种族和民族增长的良好参考和比较点。

问题/目的:(1)2015 年至 2022 年期间,黑人和西班牙裔骨科住院医师申请人和住院医师的增长率是多少?(2)与普通外科相比,骨科手术中黑人和西班牙裔个体的增长率如何?(3)骨科手术中黑人和西班牙裔人的申请人招聘和住院医师接受情况有何不同?

方法

申请人数据来自 2018 年至 2022 年期间美国医学协会电子住院医师申请服务统计数据库的历史专业特定数据,住院医师数据来自 2015 年至 2021 年期间研究生医学教育认证委员会数据资源手册。在 2018 年至 2022 年期间,共有 216,677 名住院医师申请人,其中 17,912 名为黑人员工住院医师申请人,20,413 名为西班牙裔住院医师申请人。在 2015 年至 2021 年期间,共有 977,877 名在职住院医师,其中 48,600 名为黑人员工住院医师,62,605 名为西班牙裔住院医师。由于申请人和住院医师数据在整个观察期间并不重叠,因此进行了重叠年份(2018 年至 2021 年)的敏感性分析,以确保观察到的趋势在整个研究中始终保持一致和有效。使用从美国医学协会和研究生医学教育认证委员会获得的所有数据集,建立了四个非手术初级保健专业和四个外科专业的黑人和西班牙裔住院医师申请人和住院医师的不同种族和民族比例。使用美国医学协会和研究生医学教育认证委员会的数据创建了一个参考斜率,以独立表示所有报告数据库中所有住院医师专业的住院医师申请人和住院医师的增长率。该斜率用于比较八个选定专业的住院医师和申请人增长率。将数据点放置在散点图中,并使用斜率方程来描述增长率和 R 2 值来描述线性拟合。申请人增长率对应于申请人招聘,住院医师增长率对应于住院医师接受。分别使用卡方检验比较黑人和西班牙裔人群的住院医师和住院医师申请人。使用具有时间与专业相互作用项(F 检验)的双向方差分析来确定增长率之间的差异。

结果

2018 年至 2022 年期间,黑人员工骨科住院医师申请人的增长率没有差异,西班牙裔骨科住院医师申请人的增长率也没有差异(R 2 = 0.43;p = 0.23 和 R 2 = 0.63;p = 0.11)。然而,2015 年至 2021 年期间,黑人员工骨科住院医师的增长率略有增加,西班牙裔骨科住院医师的增长率也略有增加(R 2 = 0.73;p = 0.02 和 R 2 = 0.79;p = 0.01)。在 2018 年至 2022 年期间,黑人员工骨科和普通外科申请人的增长率没有差异(每年增加 0.004 名申请人与每年减少 0.001 名申请人;p = 0.22),2015 年至 2021 年期间,黑人员工骨科和普通外科住院医师的增长率也没有差异(每年增加 0.003 名住院医师与每年增加 0.002 名住院医师;p = 0.59)。同样,西班牙裔骨科住院医师申请人的增长率在 2018 年至 2022 年期间与普通外科的增长率没有差异(每年增加 0.004 名申请人与每年增加 0.005 名申请人;p = 0.68),西班牙裔骨科和普通外科住院医师的增长率也没有差异(每年增加 0.007 名住院医师与每年增加 0.01 名住院医师;p = 0.35)。此外,2018 年至 2021 年期间,黑人员工骨科申请人和住院医师之间的增长率比较表明,申请人增长率大于住院医师增长率,这表明黑人员工申请人的招聘略有增加,而住院医师的接受率则略有增加。西班牙裔申请人和住院医师之间的增长率比较表明,西班牙裔住院医师的接受率增长速度略快于申请人的招聘率,表明在此期间西班牙裔住院医师的接受率增长速度略快于申请人的招聘率。

结论

我们发现黑人员工的接受率低于黑人员工申请人的高招聘率,以及黑人和西班牙裔申请人和住院医师的总体比例较低。未来的研究可能会探讨导致西班牙裔骨科住院医师接受率高于黑人员工骨科住院医师接受率的因素。

临床意义

我们建议应更加重视增加黑人和西班牙裔代表在部门层面的比例,以确保文化因素始终是申请人招聘的重点。应考虑对住院医师选拔过程进行内部或外部审查,并针对黑人和西班牙裔学生开展更多深入的骨科手术实习和研究指导经验。应实施全面的申请和选拔过程审查,以产生更多多样化的申请人和多样化的住院医师队伍,并实施隐性偏见培训,以解决住院医师计划和领导层中存在的潜在偏见和多样性障碍。

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