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相关概念视频

Stereotypes, Prejudice, and Discrimination02:55

Stereotypes, Prejudice, and Discrimination

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Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
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Confirmation Biases01:31

Confirmation Biases

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The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
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Bias01:22

Bias

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Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
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Surveys02:16

Surveys

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Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
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Halo Effect01:27

Halo Effect

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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...
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Motivational Bias01:25

Motivational Bias

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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,...
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相关实验视频

Updated: Oct 14, 2025

Using the Race Model Inequality to Quantify Behavioral Multisensory Integration Effects
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揭示种族偏见

Dean Knox1

  • 1Operations, Information and Decisions Department, University of Pennsylvania, Philadelphia, PA 19014, USA.

Science (New York, N.Y.)
|November 4, 2021
PubMed
概括

原因推断方法可以分析有缺陷的警务数据, 这种方法有助于克服数据收集的局限性,以便更好地了解警务实践.

科学领域:

  • 犯罪学
  • 统计数据
  • 公共政策

背景情况:

  • 警方的数据往往含有不准确和偏见.
  • 传统的分析方法难以处理数据的缺陷.
  • 了解警务需要强大的分析技术.

研究的目的:

  • 证明因果推理在分析不完美的警务数据中的实用性.
  • 为解决刑事司法研究中的数据局限性提供框架.

主要方法:

  • 应用因果推理技术.
  • 数据偏差的统计建模.
  • 模拟和现实世界警务数据集的分析.

主要成果:

  • 尽管数据有缺陷,但因果推断成功地发现了有意义的模式.
  • 与标准方法相比,这些方法的准确性有所提高.
  • 警务中的关键关系得到了阐明.

结论:

  • 因果推断是使用不完美的警务数据进行研究的宝贵工具.
  • 这种方法提高了犯罪学和公共政策的可靠性.

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  • 未来的研究应该利用因果推断进行更准确的警务分析.