利用挑性的设计方法,通过技术解决临床交互中的隐含偏见
Deepthi Mohanraj1, Raina Langevin1, Libby Shah1
1University of Washington, Seattle, Washington.
AMIA ... Annual Symposium proceedings. AMIA Symposium
|February 23, 2026
概括
临床医生提出基于技术的解决方案,以减少患者护理中的隐性偏见,超越昂贵的人类评估. 挑性的设计方法为人工智能工具解锁了创新的想法,以改善医疗互动和患者信任.
科学领域:
- 提供医疗保健服务.
- 人与计算机的互动.
- 医学伦理 医学伦理
背景情况:
- 隐性偏见会对患者与临床医生的互动,患者的治疗结果和医疗保健的信任产生负面影响.
- 目前的偏见缓解策略通常依赖于昂贵的人类评估.
- 需要创新的,以技术为导向的方法来解决临床环境中隐性偏见的问题.
研究的目的:
- 探索临床医生为基于技术的干预措施提出的想法,以减轻隐性偏见.
- 了解人工智能 (AI) 如何与临床医生的输入相结合,以解决偏见.
- 为开发有效的偏见反工具确定设计考虑因素.
主要方法:
- 对16名初级保健医生进行了采访.
- 利用挑性的设计方法来刺激创新思维.
- 分析了与技术和偏见缓解相关的采访主题.
主要成果:
- 关键主题包括患者沟通监控,提高临床医生的自我意识,系统变化,工作流的优化,临床医生的教育和患者反.
- 临床医生设想了各种技术解决方案来实现偏见反.
- 挑性的设计方法有效地促进了临床医生之间的创造性思想.
结论:
- 临床医生的意见对于设计有效的基于技术的隐性偏见干预措施是有价值的.
- 通过让临床医生参与设计过程,可以产生解决隐性偏见的创新解决方案.
- 技术,特别是人工智能,有望开发可扩展和可访问的工具,以打击医疗保健中的隐性偏见.
相关概念视频
Halo Effect
552
The halo effect is a cognitive bias in which an individual's overall impression influences judgments about their specific traits. This psychological phenomenon leads people to associate positive characteristics with those they perceive as generally good and negative characteristics with those they view as bad. This effect is particularly influential in social perception, professional evaluations, and decision-making processes.The Psychological Basis of the Halo EffectThe halo effect is rooted...
552
Impression Management Techniques III: Aligning Actions
166
Aligning actions are communicative strategies individuals employ to maintain social harmony and preserve personal identity in the face of potential disruptions to social norms. These actions are particularly important in managing social impressions when one's behavior might be seen as inappropriate, incompetent, or morally questionable.Types of Aligning ActionsThe three principal types of aligning actions are disclaimers, accounts, and apologies.DisclaimersDisclaimers are preventive; they are...
166
Impression Management Techniques IV: Altercasting
196
Altercasting is a strategic communication technique in which an individual imposes a specific identity or social role onto another person to influence their behavior and shape the interaction. By presuming a role—such as “responsible leader” or “patient person”—altercasting encourages the target to conform to that identity, often aligning their behavior with the expectations associated with the role. The power of this tactic lies in its subtlety; once a role...
196
Modeling in Therapy
583
Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
583
Motivational Bias
423
Cognitive bias results from limitations in thinking and information processing, leading to systematic errors in judgment. Conversely, motivational bias stems from personal desires or emotions, causing distortions in perception to align with self-interest. Motivational bias influences how individuals perceive and attribute causes to events, often shaped by personal needs, goals, and self-esteem preservation. This bias can distort judgment, leading to inaccurate assessments of success, failure,...
423
Stereotype Content Model
15.5K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
15.5K
