使用心理状态推断来检测社会偏见
Mika Asaba1, Isaac Davis1, Julia Leonard1
1Department of Psychology, Yale University.
Journal of personality and social psychology
|June 5, 2025
概括
人们通过识别预期和实际行为之间的差异来检测社会偏见,从而揭示了潜在的信念. 这种认知过程涉及在信念更新之前推断先前的心理状态.
科学领域:
- 认知心理学 认知心理学
- 社会心理学 社会心理学
- 计算社会科学 计算社会科学
背景情况:
- 社会偏见是常见的,但往往是微妙的,使检测具有挑战性.
- 现有的研究主要集中在偏见后果上,而不是检测机制.
- 了解个人如何检测偏见对于解决其影响至关重要.
研究的目的:
- 提出和验证基于心理状态表示的社会偏见检测的认知解释.
- 开发一个计算模型,解释人们如何从观察到的行为中推断偏见.
- 调查推断先前信念与更新信念在偏见检测中的作用.
主要方法:
- 开发了基于心理状态推断的社会偏见检测的正式计算模型.
- 进行了四个预先注册的实验 (N=876) 来测试该模型的预测.
- 将拟议的模型与偏见代理人的信念更新的替代模型进行比较.
主要成果:
- 该模型成功地预测了参与者关于代理人的先前信念和一般社会偏见的推断.
- 该模型准确地捕捉了在不同背景下特定的种族和性别偏见的检测.
- 参与者的判断最好通过在基于证据的更新之前推断先前的信念来解释.
结论:
- 社会偏见检测依赖于推断代理人的心理状态,特别是他们的先前信仰.
- 识别预期的公正行为和观察到的行为之间的差距是检测偏见的关键.
- 这项研究增强了对社会偏见检测背后的认知机制的理解.
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