unconscious bias

无意识的偏见
  • 文章类型: Journal Article
    临床医生内隐种族偏见(IB)可能会导致黑人患者的低质量护理和不良健康结果。培训临床医生减轻IB的教育工作差异很大,影响证据不足。我们开发并试点测试了基于证据的临床医生IB课程,“实现公平。\"
    为了评估可接受性和可行性,我们进行了一项不受控制的单臂试点试验,并进行了干预后评估.实现公平是为临床医生设计的:(1)获得关于IB及其对医疗保健的影响的知识,(2)提高对自己能力的认识,(3)在临床接触中发展减轻IB的技能。我们几乎在三个促进中交付了实现股权,互动会议超过7-9周。参与者是完成基线和研究结束评估调查的医疗保健提供者。
    邀请了大约1,592名临床医生,37人参加,其中29人自称是女性,24人是非西班牙裔白人。平均每节出席率为90%;78%参加了所有3次会议。评估调查的反应率为67%。大多数受访者同意或强烈同意达到课程目标,并且达到公平使他们能够减轻隐性偏见在临床护理中的影响。与完成课程之前相比,参与者一致报告在减轻IB方面的自我效能感更高。
    尽管临床医生参与存在明显障碍,我们证明了实现公平干预的可行性和可接受性。需要进一步的研究来制定摄取和临床医师技能的客观指标,测试达到公平性对临床相关结果的影响,并完善课程以进行吸收和传播。ClinicalTrials.govID:NCT03415308。
    UNASSIGNED: Clinician implicit racial bias (IB) may lead to lower quality care and adverse health outcomes for Black patients. Educational efforts to train clinicians to mitigate IB vary widely and have insufficient evidence of impact. We developed and pilot-tested an evidence-based clinician IB curriculum, \"REACHing Equity.\"
    UNASSIGNED: To assess acceptability and feasibility, we conducted an uncontrolled one-arm pilot trial with post-intervention assessments. REACHing Equity is designed for clinicians to: (1) acquire knowledge about IB and its impact on healthcare, (2) increase awareness of one\'s own capacity for IB, and (3) develop skills to mitigate IB in the clinical encounter. We delivered REACHing Equity virtually in three facilitated, interactive sessions over 7-9 weeks. Participants were health care providers who completed baseline and end-of-study evaluation surveys.
    UNASSIGNED: Of approximately 1,592 clinicians invited, 37 participated, of whom 29 self-identified as women and 24 as non-Hispanic White. Attendance averaged 90% per session; 78% attended all 3 sessions. Response rate for evaluation surveys was 67%. Most respondents agreed or strongly agreed that the curriculum objectives were met, and that REACHing Equity equipped them to mitigate the impact of implicit bias in clinical care. Participants consistently reported higher self-efficacy for mitigating IB after compared to before completing the curriculum.
    UNASSIGNED: Despite apparent barriers to clinician participation, we demonstrated feasibility and acceptability of the REACHing Equity intervention. Further research is needed to develop objective measures of uptake and clinician skill, test the impact of REACHing Equity on clinically relevant outcomes, and refine the curriculum for uptake and dissemination.ClinicalTrials.gov ID: NCT03415308.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    Medical training embraces simulation-based education. One important topic that has recently been added to the simulation curriculum at the University of Toronto is unconscious bias. This educational innovation project evaluates a simulation that could be used as a novel instructional design strategy to teach unconscious bias. The simulation involved two resuscitation scenarios with a similar clinical trajectory. Each resuscitation was led by standardized physicians of different binary genders, followed by a debrief with highly trained facilitators. Tangible educational takeaways on team dynamic variation between different gendered team leaders were discussed following the simulation, highlighting its benefit to resident education on bias awareness and response. Limitations include inevitable unconscious bias in facilitators and unequal gender representation in the learner participants, which may impact simulation effectiveness. The findings support translating this simulation to other forms of bias education in future simulation development.
    RéSUMé: La formation médicale englobe l’éducation basée sur la simulation. Un sujet important qui a récemment été ajouté au programme de simulation de l’Université de Toronto est celui des préjugés inconscients. Ce projet d’innovation éducative évalue une simulation qui pourrait être utilisée comme une nouvelle stratégie de conception pédagogique pour enseigner les préjugés inconscients. La simulation a impliqué deux scénarios de réanimation avec une trajectoire clinique similaire. Chaque réanimation a été menée par des médecins standardisés de sexe binaire différent, suivis d’un débriefing avec des facilitateurs hautement qualifiés. Après la simulation, on a discuté de points concrets à retenir sur la variation de la dynamique d’équipe entre les différents chefs d’équipe selon le sexe, en soulignant les avantages pour l’éducation des résidents sur la sensibilisation aux préjugés et la réponse. Les limites comprennent des préjugés inconscients inévitables chez les animateurs et une représentation inégale des sexes chez les apprenants participants, ce qui peut avoir une incidence sur l’efficacité de la simulation. Les résultats appuient la traduction de cette simulation à d’autres formes de formation sur les préjugés dans le développement futur de la simulation.
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  • 文章类型: Journal Article
    提供者的无意识偏见通过负面的直接患者护理和与同事的互动来加剧健康差异。
    我们创建了一个以关键种族理论为基础的研讨会,以及不同交叉性的重要性,以提高医疗学员对他们在策划便利空间中的内隐偏见的自我评估。
    共有44名UCSF第一年临床麻醉住院医师(CA-1)(95%的反应率)和23名手术住院医师在其研究年度(77%的反应率)参加了本次研讨会。通过配对t检验分析了研讨会前/后调查的定量数据,以评估我们研讨会的有效性。通过对我们调查的开放式问题的主题进行编码,获得了关于功效的反馈。
    在研讨会后调查中,67名参与者中的65名参与者对研讨会进行了积极评价。在李克特5分的量表上,参与者自我报告,他们一致认为,他们的无意识偏差会影响他们的临床互动,从研讨会前的平均值3.3(SD±1.32)到研讨会后的平均值3.9(SD±0.87,P=.008).
    我们的研究结果表明,该研讨会对围手术期居民有效,并且可以通过根据各自的工作环境定制研讨会来推断所有居民。
    UNASSIGNED: Providers\' unconscious biases reinforce health disparities through negative direct patient care and interactions with colleagues.
    UNASSIGNED: We created a workshop grounded in Critical Race Theory and the importance of different intersectionalities to improve medical trainees\' self-assessment of their implicit biases in curated facilitated spaces.
    UNASSIGNED: A total of 44 UCSF first-year clinical anesthesiology residents (CA-1) (95% response rate) and 23 surgery residents in their research year (77% response rate) participated in this workshop over 4 separate sessions in September 2020 and 2021. Quantitative data from a pre-/post-workshop survey was analyzed via a paired t test to evaluate our workshop\'s effectiveness. Feedback on efficacy was obtained by coding themes from our survey\'s open-ended questions.
    UNASSIGNED: The workshop was evaluated positively by a total of 65 of 67 participants in the post-workshop survey. On a 5-point Likert scale, participants self-reported they agreed that their unconscious biases affect their clinical interactions from a pre-workshop mean of 3.3 (SD ± 1.32) to a post-workshop mean of 3.9 (SD ± 0.87, P = .008).
    UNASSIGNED: Our findings suggest that this workshop was effective for perioperative residents and can be extrapolated to all residents by tailoring the workshop to their respective work environments.
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  • 文章类型: Journal Article
    在居住候选人面试日结束时,教师面试官通常作为一个小组开会,根据共享信息得出关于候选人评估的结论。这些结论最终转化为居住权比赛的排名列表位置。主要目标是确定面试后的讨论是否会影响每位面试官分配的最终分数,并调查面试官特征是否与改变其分数的可能性显着相关。基于福柯的话语理论和布迪厄的社会资本理论,我们假设面试官的特征,和话语本身,在关于急诊医学住院医师候选人的面试后讨论后,将有助于分数的变化。
    我们在一个申请周期内对耶鲁大学医学院附属的为期四年的急诊医学住院医师计划的所有候选人的候选人分数进行了横断面观察研究。分数变化的幅度和方向,如果有的话,小组讨论后,按面试官的学术排名绘制和分组。我们创建了一个逻辑回归模型,以确定与特定面试官因素相关的讨论前和讨论后评分变化的可能性。
    共有24名面试官和211名候选人创建了471个独特的面试官-候选人评分互动,216(45.8%)在讨论后发生变化。与教授相比,所有对教授排名较低的面试官更改分数的可能性要大得多。在小组讨论后,女性的受访者改变个人得分的几率显着降低(p=0.020;OR0.49,95%CI0.26-0.89)。
    与教授相比,学术级别较低的面试官在讨论后的分数改变的可能性更高。需要未来的工作来进一步表征影响因素,并可能有助于在居留候选人排名过程中创建更公平的决策过程。
    UNASSIGNED: At the conclusion of residency candidate interview days, faculty interviewers commonly meet as a group to reach conclusions about candidate evaluations based on shared information. These conclusions ultimately translate into rank list position for The Residency Match. The primary objective is to determine if the post-interview discussion influences the final scores assigned by each interviewer, and to investigate whether interviewer characteristics are significantly associated with the likelihood of changing their score. Based on Foucault\'s \'theory of discourse\' and Bourdieu\'s \'social capital theory,\' we hypothesized that interviewer characteristics, and the discourse itself, would contribute to score changes after a post-interview discussion regarding emergency medicine residency candidates.
    UNASSIGNED: We conducted a cross-sectional observational study of candidate scores for all candidates to a four-year emergency medicine residency program affiliated with Yale University School of Medicine during a single application cycle. The magnitude and direction of score changes, if any, after group discussion were plotted and grouped by interviewer academic rank. We created a logistic regression model to determine the odds that candidate scores changed from pre- and post-discussion ratings related to specific interviewer factors.
    UNASSIGNED: A total of 24 interviewers and 211 candidates created 471 unique interviewer-candidate scoring interactions, with 216 (45.8%) changing post-discussion. All interviewers ranked junior to professor were significantly more likely to change their score compared to professors. Interviewers who were women had significantly lower odds of changing their individual scores following group discussion (p=0.020; OR 0.49, 95% CI 0.26-0.89).
    UNASSIGNED: Interviewers with lower academic rank had higher odds of changing their post-discussion scores of residency candidates compared to professors. Future work is needed to further characterize the influencing factors and could help create more equitable decision processes during the residency candidate ranking process.
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  • 文章类型: Journal Article
    目的:调查护士对残疾人(PWD)的内隐和外显态度与(1)其他医疗保健提供者和(2)非医疗保健提供者的比较。
    方法:我们对公开的残疾内隐关联测验(IAT)的次要数据进行了分析。我们比较了(1)名护士(n=24,545)对PWD的显性和隐性态度,(2)其他医疗保健提供者(n=57,818)和(3)非医疗保健提供者(n=547,966),总计630,238名受访者,2006年至2021年。
    方法:我们使用公开可用的残疾IAT数据,该数据来自https://osf.io/tx5fi/上提供的项目隐式的开放科学框架存储库。
    STROBE检查表。
    结果:护士的外显态度和内隐态度之间存在明显的对比。与其他组相比,护士对PWD的态度更为积极,他们对PWD也有更负面的内隐态度。因此,护士对PWD的陈述(显性)态度与无意识(隐性)态度之间存在对比。Further,我们发现,在我们的样本的15年期间,所有群体对PWD的内隐偏倚并没有改善.
    结论:与非医疗服务提供者相比,我们提出了护士对PWD的显性和隐性态度之间的对比。我们认为,内隐偏见是由工作量和压力共同驱动的,这促使护士更频繁地采用无意识的思维方式。
    结论:我们讨论了改善PWD治疗教育实践的三种潜在工具;(1)更多的PWD服务用户参与,(2)使用正念技术减轻压力;(3)使用患者接触模拟促进教育和理解。
    没有患者或公共捐款。
    OBJECTIVE: To investigate how nurses\' implicit and explicit attitudes towards people with disabilities (PWD) compare to (1) other healthcare providers and (2) non-healthcare providers.
    METHODS: We present an analysis of secondary data from the publicly available disability Implicit Association Test (IAT). We compare the explicit and implicit attitudes towards PWD for (1) nurses (n = 24,545), (2) other healthcare providers (n = 57,818) and (3) non-healthcare providers (n = 547,966) for a total of 630,238 respondents, between 2006 and 2021.
    METHODS: We use publicly available data for the Disability IAT from Open Science Framework repository of Project Implicit available at https://osf.io/tx5fi/.
    UNASSIGNED: STROBE checklist.
    RESULTS: There is a distinct contrast between nurses\' explicit and implicit attitudes. While nurses have more positive explicit attitudes towards PWD compared to other groups, they also have more negative implicit attitudes towards PWD. As such there is a contrast between nurses\' stated (explicit) attitudes and their unconscious (implicit) attitudes towards PWD. Further, we find that implicit bias towards PWD-among all groups-has not improved over the 15 year period of our sample.
    CONCLUSIONS: We present a contrast between nurses\' explicit and implicit attitude towards PWD compared to non-healthcare providers. We posit that implicit bias is driven by a combination of workload and stress which drives nurses to unconscious modes of thinking more frequently.
    CONCLUSIONS: We discuss three potential tools for improved educational praxis regarding treatment of PWD; (1) more PWD service user involvement, (2) the use of mindfulness techniques to reduce stress and (3) the use of patient contact simulation to promote education and understanding.
    UNASSIGNED: There is no patient or public contribution.
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  • 文章类型: Journal Article
    背景:多样性,股本,和包容性(DEI)对于建立公正和公平的医疗体系至关重要。然而,学术放射学仍然面临着妇女和少数群体(URM)代表性严重不足的问题。
    目的:本研究调查了放射学领域的人口统计学差异,并提出了改善DEI的策略。
    方法:我分析了各种来源的人口统计数据,并回顾了成功的DEI计划。
    结果:我的分析显示,在放射学培训的各个阶段,URM和女性的比例明显偏低,从医学院到教职员工。我发现了导致这种代表性不足的几个挑战,包括隐含偏见,金融壁垒,缺乏指导。然而,我还介绍了成功的倡议案例研究,如放射学领导研究所和大学放射学家指导计划协会,在使该领域多样化方面正在取得进展。
    结论:在学术放射学中实现DEI需要多管齐下的方法,包括早期外展,财政援助,导师,包容性招聘实践,专注于创造一个温馨的环境。通过不断评估和调整计划,放射学界可以为所有个人创造一个更加公平和包容的未来。
    Diversity, equity, and inclusion (DEI) are fundamental to a just healthcare system, yet academic radiology continues to grapple with the underrepresentation of women and underrepresented minorities (URMs). This study investigates demographic disparities within academic radiology and proposes strategies to enhance DEI. Through analysis of demographic data and a review of successful DEI initiatives, I identified a severe underrepresentation of URMs and women throughout every stage of the radiology pipeline. Challenges such as implicit bias, financial barriers, and lack of mentorship contribute to this disparity. However, promising initiatives like the Radiology Leadership Institute and the Association of University Radiologists Mentorship Program offer examples of progress in diversifying the field. To achieve true DEI in academic radiology, a multifaceted approach is essential, encompassing early outreach, financial aid, mentorship, inclusive recruitment, and a commitment to fostering a welcoming environment. Continuous evaluation and adaptation of these initiatives will pave the way for a more equitable and inclusive future in radiology.
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  • 文章类型: Journal Article
    本文分析了与非自闭症电影制片人导演的基于采访的动画纪录片制作相关的代表性问题,试图代表一个或多个自闭症参与者。这篇文章从三个案例研究中汲取了启示:自闭症(Webb1992),《游乐场中的外星人》(Glynne2009)和作者自己的基于实践的研究电影,自闭症(Widdowson2021)。从精神分析中汲取见解,电影理论和人种学,本文将从其他参与者的风险角度研究动画纪录片的实践,寻找电影制片人无意识偏见的证据,并考虑如何使用电影凝视来解码为其建构提供信息的意识形态系统。从这个分析,作者得出的结论是,纪录片的属性,依赖于动画而不是实景摄影,提出一套具体的道德责任,这些责任偏向于代表问题。
    This article provides an analysis of representational issues associated with interview-based animated documentary productions directed by non-autistic filmmakers, attempting to represent one or more autistic participants. The article draws insights from three case studies: A Is for Autism (Webb 1992), An Alien in the Playground (Glynne 2009) and the author\'s own practice-based research film, Drawing on Autism (Widdowson 2021). Drawing insights from psychoanalysis, film theory and ethnography, the article will examine animated documentary practice in terms of the risks of Othering participants, look for evidence of the filmmaker\'s unconscious bias and consider how the cinematic gaze can be used to decode ideological systems that informed their construction. From this analysis, the author reaches the conclusion that the properties of documentaries, that rely on animation rather than live-action cinematography, present a specific set of ethical responsibilities that skew towards issues of representation.
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  • 文章类型: Journal Article
    目的:无意识的偏见会影响正式学术环境中说话人的介绍方式。我们检查了血管外科医师学会年会上的演讲者介绍,以确定与非专业地址相关的因素。
    方法:我们检查了2019年SVS血管年会的演讲者介绍。具有全名或姓氏的专业头衔被视为专业地址。收集了演讲者和主持人的人口统计信息。进行了单变量和多变量逻辑回归分析,以确定介绍与说话者和主持人特征之间的关联。
    结果:336次会谈符合纳入标准。演讲者和主持人都更有可能是白人(63.4%和65.8%,p​=​0.92),男性(75.6%和74.4%,p​=​0.82)和正教授级别(34.5%和42.3%,p​<​0.001)。在多元回归中,非专业地址与受训者的演讲者等级相关(OR3.13,p=0.05),当主持人为白人时(OR2.42,p=0.03)。
    结论:这项研究强调了在全国血管外科医师会议上无意识偏见的潜在负面影响,以及在组织层面减轻这种影响的必要性。
    OBJECTIVE: Unconscious bias can impact manner of speaker introductions in formal academic settings. We examined speaker introductions at the Society of Vascular Surgeons Annual Meeting to determine factors associated with non-professional address.
    METHODS: We examined speaker introductions from the 2019 SVS Vascular Annual Meeting. Professional title with either full name or last name was considered professional address. Speaker and moderator demographics were collected. Univariate and multivariate logistic regression analyses were performed to identify associations between introduction and speaker and moderator characteristics.
    RESULTS: 336 talks met inclusion criteria. Both speakers and moderators were more likely to be white (63.4 ​% and 65.8 ​%,p ​= ​0.92), man (75.6 ​% and 74.4 ​%,p ​= ​0.82) and full professor rank (34.5 ​% and 42.3 ​%, p ​< ​0.001). On multivariable regression, non-professional address was associated with speaker rank of trainee (OR 3.13, p ​= ​0.05) and when moderator was white (OR 2.42, p ​= ​0.03).
    CONCLUSIONS: This study emphasizes the potential negative impact of unconscious bias at a national meeting for vascular surgeons and the need to mitigate this effect at the organization level.
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  • 文章类型: Journal Article
    背景:无意识偏见是健康差异的原因之一。由于种族原因,卫生专业人员对患者有偏见,性别,或其他因素没有他们有意识的知识。这篇综述旨在概述卫生专业人员中无意识偏见的研究,并调查世界不同地区存在的偏见。被考虑的卫生专业,以及仍然存在的研究空白。
    方法:我们通过系统地搜索PubMed/MEDLINE,CINAHL,PsycINFO,心术,和AMED。所有记录都经过双重筛选,如果在2011年至2021年之间发布,则包括在内。
    结果:共发现5186条记录。删除重复项(n=300)后,筛选标题和摘要(n=4210),和全文筛选(n=695),81项研究的87篇文章仍然存在。研究起源于北美(n=60),欧洲(n=13),和世界其他地方(n=6),两项研究具有全球范围。种族偏见被最频繁地调查(n=46),其次是性别偏见(n=11),权重偏差(n=10),社会经济地位偏差(n=9),和精神疾病偏见(n=7)。大多数研究由医生(n=51)和护士(n=20)进行。其他医疗保健专业人员很少被纳入这些研究。
    结论:大多数研究表明卫生专业人员存在内隐偏见。美国医生和护士之间的种族偏见得到了很好的证实。缺乏对其他地区和其他卫生专业的其他偏见的研究。
    Unconscious biases are one of the causes of health disparities. Health professionals have prejudices against patients due to their race, gender, or other factors without their conscious knowledge. This review aimed to provide an overview of research on unconscious bias among health professionals and to investigate the biases that exist in different regions of the world, the health professions that are considered, and the research gaps that still exist.
    We conducted a scoping review by systematically searching PubMed/MEDLINE, CINAHL, PsycINFO, PsycARTICLES, and AMED. All records were double-screened and included if they were published between 2011 and 2021.
    A total of 5186 records were found. After removing duplicates (n = 300), screening titles and abstracts (n = 4210), and full-text screening (n = 695), 87 articles from 81 studies remained. Studies originated from North America (n = 60), Europe (n = 13), and the rest of the world (n = 6), and two studies were of global scope. Racial bias was investigated most frequently (n = 46), followed by gender bias (n = 11), weight bias (n = 10), socio-economic status bias (n = 9), and mental illness bias (n = 7). Most of the studies were conducted by physicians (n = 51) and nurses (n = 20). Other health care professionals were rarely included in these studies.
    Most studies show that health professionals have an implicit bias. Racial biases among physicians and nurses in the USA are well confirmed. Research is missing on other biases from other regions and other health professions.
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