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疑虑重重:骨科手术教员和住院医师在种族和性别方面是否存在隐性偏见?

A Shadow of Doubt: Is There Implicit Bias Among Orthopaedic Surgery Faculty and Residents Regarding Race and Gender?

作者信息

Gilbert Shawn R, Torrez Timothy, Jardaly Achraf H, Templeton Kimberly J, Ode Gabriella E, Coe Kelsie, Patt Joshua C, Schenker Mara L, McGwin Gerald, Ponce Brent A

机构信息

Department of Orthopedic Surgery, University of Alabama at Birmingham, Birmingham, AL, USA.

Department of Orthopedic Surgery, The Hughston Foundation/Hughston Clinic, Columbus, GA, USA.

出版信息

Clin Orthop Relat Res. 2024 Jul 1;482(7):1145-1155. doi: 10.1097/CORR.0000000000002933. Epub 2024 Jan 12.

Abstract

BACKGROUND

Orthopaedic surgery continues to be one of the least diverse medical specialties. Recently, increasing emphasis has been placed on improving diversity in the medical field, which includes the need to better understand existing biases. Despite this, only about 6% of orthopaedic surgeons are women and 0.3% are Black. Addressing diversity, in part, requires a better understanding of existing biases. Most universities and residency programs have statements and policies against discrimination that seek to eliminate explicit biases. However, unconscious biases might negatively impact the selection, training, and career advancement of women and minorities who are underrepresented in orthopaedic surgery. Although this is difficult to measure, the Implicit Association Test (IAT) by Project Implicit might be useful to identify and measure levels of unconscious bias among orthopaedic surgeons, providing opportunities for additional interventions to improve diversity in this field.

QUESTIONS/PURPOSES: (1) Do orthopaedic surgeons demonstrate implicit biases related to race and gender roles? (2) Are certain demographic characteristics (age, gender, race or ethnicity, or geographic location) or program characteristics (geographic location or size of program) associated with the presence of implicit biases? (3) Do the implicit biases of orthopaedic surgeons differ from those of other healthcare providers or the general population?

METHODS

A cross-sectional study of implicit bias among orthopaedic surgeons was performed using the IAT from Project Implicit. The IAT is a computerized test that measures the time required to associate words or pictures with attributes, with faster or slower response times suggesting the ease or difficulty of associating the items. Although concerns have been raised recently about the validity and utility of the IAT, we believed it was the right study instrument to help identify the slight hesitation that can imply differences between inclusion and exclusion of a person. We used two IATs, one for Black and White race and one for gender, career, and family roles. We invited a consortium of researchers from United States and Canadian orthopaedic residency programs. Researchers at 34 programs agreed to distribute the invitation via email to their faculty, residents, and fellows for a total of 1484 invitees. Twenty-eight percent (419) of orthopaedic surgeons and trainees completed the survey. The respondents were 45% (186) residents, 55% (228) faculty, and one fellow. To evaluate response biases, the respondent population was compared with that of the American Academy of Orthopaedic Surgeons census. Responses were reported as D-scores based on response times for associations. D-scores were categorized as showing strong (≥ 0.65), moderate (≥ 0.35 to < 0.65), or slight (≥ 0.15 to < 0.35) associations. For a frame of reference, orthopaedic surgeons' mean IAT scores were compared with historical scores of other self-identified healthcare providers and that of the general population. Mean D-scores were analyzed with the Kruskal-Wallis test to determine whether demographic characteristics were associated with differences in D-scores. Bonferroni correction was applied, and p values less than 0.0056 were considered statistically significant.

RESULTS

Overall, the mean IAT D-scores of orthopaedic surgeons indicated a slight preference for White people (0.29 ± 0.4) and a slight association of men with career (0.24 ± 0.3), with a normal distribution. Hence, most respondents' scores indicated slight preferences, but strong preferences for White race were noted in 27% (112 of 419) of respondents. There was a strong association of women with family and home and an association of men with work or career in 14% (60 of 419). These preferences generally did not correlate with the demographic, geographic, and program variables that were analyzed, except for a stronger association of women with family and home among women respondents. There were no differences in race IAT D-scores between orthopaedic surgeons and other healthcare providers and the general population. Gender-career IAT D-scores associating women with family and home were slightly lower among orthopaedic surgeons (0.24 ± 0.3) than among the general population (0.32 ± 0.4; p < 0.001) and other healthcare professionals (0.34 ± 0.4; p < 0.001). All of these values are in the slight preference range.

CONCLUSION

Orthopaedic surgeons demonstrated slight preferences for White people, and there was a tendency to associate women with career and family on IATs, regardless of demographic and program characteristics, similar to others in healthcare and the general population. Given the similarity of scores with those in other, more diverse areas of medicine, unconscious biases alone do not explain the relative lack of diversity in orthopaedic surgery.

CLINICAL RELEVANCE

Implicit biases only explain a small portion of the lack of progress in improving diversity, equity, inclusion, and belonging in our workforce and resolving healthcare disparities. Other causes including explicit biases, an unwelcoming culture, and perceptions of our specialty should be examined. Remedies including engagement of students and mentorship throughout training and early career should be sought.

摘要

背景

骨科手术仍然是医学专科中多样性最少的领域之一。最近,人们越来越重视改善医学领域的多样性,这包括需要更好地理解现有的偏见。尽管如此,骨科医生中只有约6%是女性,0.3%是黑人。解决多样性问题,部分需要更好地理解现有的偏见。大多数大学和住院医师培训项目都有反对歧视的声明和政策,旨在消除显性偏见。然而,无意识偏见可能会对骨科手术中代表性不足的女性和少数族裔的选拔、培训和职业发展产生负面影响。虽然这很难衡量,但内隐联想测验(IAT)可能有助于识别和衡量骨科医生的无意识偏见程度,为采取更多干预措施以改善该领域的多样性提供机会。

问题/目的:(1)骨科医生是否表现出与种族和性别角色相关的隐性偏见?(2)某些人口统计学特征(年龄、性别、种族或民族、地理位置)或项目特征(地理位置或项目规模)是否与隐性偏见的存在有关?(3)骨科医生的隐性偏见与其他医疗服务提供者或普通人群的隐性偏见有何不同?

方法

使用内隐联想测验(IAT)对骨科医生的隐性偏见进行横断面研究。IAT是一种计算机化测试,测量将单词或图片与属性关联所需的时间,反应时间越快或越慢表明关联项目的难易程度。尽管最近有人对IAT的有效性和实用性提出了担忧,但我们认为它是帮助识别可能暗示对某人包容或排斥差异的轻微犹豫的合适研究工具。我们使用了两个IAT,一个用于黑人和白人种族,另一个用于性别、职业和家庭角色。我们邀请了来自美国和加拿大骨科住院医师培训项目的一组研究人员。34个项目的研究人员同意通过电子邮件将邀请分发给他们的教职员工、住院医师和研究员,总共邀请了1484人。28%(419人)的骨科医生和实习生完成了调查。受访者中45%(186人)是住院医师,55%(228人)是教职员工,还有一名研究员。为了评估反应偏差,将受访者群体与美国骨科医师学会的普查数据进行了比较。根据关联反应时间将反应报告为D分数。D分数被分类为显示强关联(≥0.65)、中度关联(≥0.35至<0.65)或轻微关联(≥0.15至<0.35)。作为参考框架,将骨科医生的平均IAT分数与其他自我认同的医疗服务提供者的历史分数以及普通人群的分数进行了比较。使用Kruskal-Wallis检验分析平均D分数,以确定人口统计学特征是否与D分数的差异相关。应用了Bonferroni校正,p值小于0.0056被认为具有统计学意义。

结果

总体而言,骨科医生的平均IAT D分数表明对白人有轻微偏好(0.29±±0.4),男性与职业有轻微关联(0.24±±0.3),呈正态分布。因此,大多数受访者的分数表明有轻微偏好,但27%(419人中的112人)的受访者对白人有强烈偏好。14%(419人中的60人)的受访者中,女性与家庭和家庭有强烈关联,男性与工作或职业有关联。这些偏好通常与所分析的人口统计学、地理和项目变量无关,除了女性受访者中女性与家庭和家庭的关联更强。骨科医生与其他医疗服务提供者和普通人群在种族IAT D分数上没有差异。骨科医生中女性与家庭和家庭相关的性别-职业IAT D分数(0.24±±0.3)略低于普通人群(0.32±±0.4;p<0.001)和其他医疗专业人员(0.34±±0.4;p<0.001)。所有这些值都在轻微偏好范围内。

结论

骨科医生对白人有轻微偏好,并且在IAT上倾向于将女性与职业和家庭联系起来,无论人口统计学和项目特征如何,这与医疗保健领域的其他人员和普通人群相似。鉴于分数与其他更多样化的医学领域相似,仅无意识偏见并不能解释骨科手术中相对缺乏多样性的原因。

临床意义

隐性偏见仅解释了在改善我们劳动力队伍中的多样性、公平性、包容性和归属感以及解决医疗保健差距方面缺乏进展的一小部分原因。还应研究其他原因,包括显性偏见、不友好的文化以及对我们专业的看法。应寻求补救措施,包括在整个培训和早期职业生涯中让学生参与并提供指导。

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