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Using Cognitive Models to Improve the Wisdom of the Crowd 利用认知模型提高群众智慧
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-27 DOI: 10.1177/09637214241264292
Michael D. Lee
The wisdom of the crowd is the finding that aggregating the judgments of many people can lead to surprisingly accurate group judgments. Usually statistical methods are used to aggregate people’s judgments, but there are advantages to using cognitive models instead. Crowd judgments based on cognitive modeling can (a) identify experts and amplify their judgments, (b) provide a representational structure for aggregating complicated multidimensional judgments, (c) debias judgments that are affected by heuristic cognitive processes or competitive social situations, and (d) diversify the crowd by incorporating predictions about judgments that have not been observed. Demonstrations of these advantages are provided in case studies involving ranking, probability estimation, and categorization problems.
群众的智慧是一种发现,即把许多人的判断汇总起来,可以得出惊人准确的群体判断。通常使用统计方法来汇总人们的判断,但使用认知模型也有好处。基于认知模型的人群判断可以:(a) 识别专家并放大他们的判断;(b) 为汇总复杂的多维判断提供表征结构;(c) 消除受启发式认知过程或竞争性社会环境影响的判断;(d) 通过纳入对未观察到的判断的预测,使人群多样化。这些优势在涉及排名、概率估计和分类问题的案例研究中得到了体现。
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引用次数: 0
Meaningfulness and Familiarity Expand Visual Working Memory Capacity 意义和熟悉程度可扩展视觉工作记忆能力
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-26 DOI: 10.1177/09637214241262334
Yong Hoon Chung, Timothy F. Brady, Viola S. Störmer
Visual working memory is traditionally studied using abstract, meaningless stimuli. Although studies using such simplified stimuli have been insightful in understanding the mechanisms of visual working memory, they also potentially limit our ability to understand how people encode and store conceptually rich and meaningful stimuli in the real world. Recent studies have demonstrated that meaningful and familiar visual stimuli that connect to existing knowledge are better remembered than abstract colors or shapes, indicating that meaning can unlock additional working memory capacity. These findings challenge current models of visual working memory and suggest that its capacity is not fixed but depends on the type of information that is being remembered and, in particular, how that information connects to preexisting knowledge.
视觉工作记忆的研究历来使用抽象、无意义的刺激物。尽管使用这种简化刺激物进行的研究对于理解视觉工作记忆的机制很有启发,但它们也可能限制了我们理解人们如何编码和存储现实世界中概念丰富且有意义的刺激物的能力。最近的研究表明,与抽象的颜色或形状相比,有意义的、熟悉的、与已有知识相关联的视觉刺激物更容易被记住,这表明意义可以释放额外的工作记忆容量。这些研究结果对当前的视觉工作记忆模型提出了挑战,并表明视觉工作记忆的容量并不是固定不变的,而是取决于被记忆的信息类型,尤其是这些信息与已有知识之间的联系。
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引用次数: 0
Hyper-Binding: Older Adults Form Too Many Associations, Not Too Few 超强约束力:老年人结社过多而非过少
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-26 DOI: 10.1177/09637214241263020
Karen L. Campbell, Emily E. Davis
Associative memory declines with age, and this decline is thought to stem from a decreased ability to form new associations or bind information together. However, a growing body of work suggests that (a) the binding process itself remains relatively intact with age when tested implicitly and (b) older adults form excessive associations (or “hyper-bind”) because of a decreased ability to control attention. In this article, we review evidence for the hyper-binding hypothesis. This work shows that older adults form more nontarget associations than younger adults, which leads to increased interference at retrieval and forgetting, an effect that may extend to others with poor attentional control, such as children and people with attention-deficit disorder. We discuss why hyper-binding is apparent only under implicit test conditions and how it affects memory for everyday events. Although hyper-binding likely contributes to forgetting, it may also confer certain advantages when seemingly irrelevant associations later become relevant.
联想记忆会随着年龄的增长而衰退,这种衰退被认为是由于形成新联想或将信息结合在一起的能力下降所致。然而,越来越多的研究表明:(a) 在进行内隐测试时,结合过程本身会随着年龄的增长而保持相对完整;(b) 由于控制注意力的能力下降,老年人会形成过度的联想(或 "过度结合")。在本文中,我们回顾了 "过度结合 "假说的证据。这项研究表明,老年人比年轻人形成更多的非目标联想,从而导致检索和遗忘时的干扰增加,这种效应可能会延伸到其他注意力控制能力较差的人,如儿童和注意力缺陷障碍患者。我们讨论了为什么超结合只在隐含测试条件下才会显现,以及它是如何影响日常事件记忆的。虽然超结合可能会导致遗忘,但当看似无关的联想后来变得相关时,超结合也可能会带来某些优势。
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引用次数: 0
The Privilege of Well-Being in an Increasingly Unequal Society 在日益不平等的社会中享受幸福的特权
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-26 DOI: 10.1177/09637214241266818
Carol D. Ryff
This article provides an overview of a model of psychological well-being put forth over 30 years ago. The intent was to advance new dimensions of positive functioning based on integration of clinical, developmental, existential, and humanistic thinking along with Aristotle’s writings about eudaimonia. The operationalization and validation of the model are briefly described, followed by an overview of scientific findings organized around (a) demographic and experiential predictors of well-being, (b) well-being as predictors of health and biomedical outcomes, (c) pathway studies that examine intervening processes (moderators, mediators), and (d) underlying mechanistic processes (neuroscience, genomics). Much prior work underscores the benefits of well-being, including for longevity. Widening socioeconomic inequality is, however, increasingly compromising the well-being of disadvantaged segments of the population. These problems have been exacerbated by recent historical stressors (Great Recession, COVID-19 pandemic). Cumulative hardships from these events and their implications for health are critical targets for future science and practice.
本文概述了 30 多年前提出的心理健康模式。其目的是在整合临床、发展、存在主义和人本主义思想以及亚里士多德关于 "幸福"(eudaimonia)的著作的基础上,推进积极功能的新维度。本文简要介绍了该模型的操作和验证,随后概述了围绕以下方面的科学发现:(a) 幸福感的人口和经验预测因素;(b) 作为健康和生物医学结果预测因素的幸福感;(c) 检查干预过程(调节因素、中介因素)的路径研究;(d) 潜在的机制过程(神经科学、基因组学)。之前的许多工作都强调了福祉的益处,包括对长寿的益处。然而,不断扩大的社会经济不平等正日益损害弱势群体的福祉。近期的历史性压力(大衰退、COVID-19 大流行病)加剧了这些问题。这些事件带来的累积困难及其对健康的影响是未来科学和实践的重要目标。
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引用次数: 0
Does Science Erode Meaning? 科学会侵蚀意义吗?
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-10 DOI: 10.1177/09637214241262709
Jessica L. Tracy, Ian Hohm, Ari Makridakis
Humans need to experience meaning in their lives yet often find it difficult to do so. We argue that, for nonreligious individuals in many Western cultures, the materialist and reductionist ideology that surrounds scientific practice and data may be an impediment to attaining a robust sense of meaning in life. Furthermore, scientific materialism and reductionism may be especially problematic for existential mattering—the form of meaning entailing a belief that one’s life matters in the context of the universe as a whole. We review new research supporting this account, along with implications for those immersed in the materialist worldview. We conclude by suggesting possible means of finding meaning, including a sense of existential mattering, without abandoning science, and highlight research directions to further examine these possibilities.
人类需要体验生活的意义,但却常常发现很难做到这一点。我们认为,对于许多西方文化中没有宗教信仰的人来说,围绕科学实践和数据的唯物主义和还原论意识形态可能会阻碍他们获得强烈的生命意义感。此外,科学唯物主义和还原论对于存在意义--一种相信自己的生命在整个宇宙中具有重要意义的意义形式--来说可能尤其成问题。我们回顾了支持这一观点的新研究,以及对那些沉浸在唯物主义世界观中的人的影响。最后,我们提出了在不放弃科学的前提下寻找意义(包括生存意义)的可能方法,并强调了进一步研究这些可能性的研究方向。
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引用次数: 0
Metajudgment: Metatheories and Beliefs About Good Judgment Across Societies 元判断:元理论与不同社会对良好判断力的信念
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1177/09637214241262335
Igor Grossmann, Richard E. Eibach
We introduce the concept of “metajudgment” to provide a framework for understanding folk standards people use to navigate everyday decisions. Defined as a set of metatheories and beliefs about different types of judgment, metajudgment serves as the guiding principle behind the selection and application of reasoning strategies in various contexts. We review emerging studies on metajudgment to identify common dimensions, such as intuition versus deliberative reasoning and rationality versus reasonableness. These dimensions are examined across multiple societies. The reviewed findings illuminate an apparent paradox: Universal adaptive challenges produce largely consistent folk standards of judgment across cultures, whereas situational demands drive systematic within-person variability. Metajudgment offers a comprehensive framework for understanding diverse reasoning patterns in individual and cross-cultural contexts, calling for greater attention to the ecologically sensitive study of within-person judgmental variability.
我们引入了 "元判断"(metajudgment)的概念,为理解人们在日常决策中使用的民间标准提供了一个框架。元判断被定义为一套关于不同类型判断的元理论和信念,是人们在各种情况下选择和应用推理策略的指导原则。我们回顾了有关元判断的新兴研究,以确定共同的维度,如直觉与深思熟虑的推理、理性与合理性。我们在多个社会中对这些维度进行了研究。研究结果揭示了一个明显的悖论:普遍的适应性挑战在不同文化中产生了大体一致的民间判断标准,而情境需求则导致了系统性的个人内部变异。元判断为理解个体和跨文化背景下的不同推理模式提供了一个全面的框架,呼吁人们更多地关注对个人内部判断可变性的生态敏感性研究。
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引用次数: 0
The Need for Social Embeddedness: Human Belonging Goes Beyond Dyadic Bonds 社会嵌入的需要:人类的归属感超越了二元纽带
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-08 DOI: 10.1177/09637214241257880
Shira Gabriel, Veronica Schneider
We propose that much of modern human behavior can be understood as the outcome of a primitive and implicit desire for social embeddedness (i.e., a desire to belong to a larger, societal-level collective). Research from our lab suggests that people watch television, follow celebrities, and go to concerts and sporting events, at least in part, to fill this need. Connections to other research and implications for understanding human behavior are discussed.
我们提出,现代人类的许多行为都可以理解为是原始而隐含的社会嵌入欲望(即渴望属于一个更大的、社会层面的集体)的结果。我们实验室的研究表明,人们看电视、关注名人、参加音乐会和体育赛事,至少在一定程度上是为了满足这种需求。本文讨论了与其他研究的联系以及对理解人类行为的影响。
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引用次数: 0
Names Matter: Implications of Name “Whitening” for Ethnic Minority Discrimination and Well-Being 名字很重要:姓名 "美白 "对少数民族歧视和福祉的影响
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-05-23 DOI: 10.1177/09637214241247017
Monica Biernat, Xian Zhao, Emily C. Watkins
Names are important signifiers of identity, but for many ethnic minority–group members, names trigger discriminatory responses. Name anglicization (or name whitening) is one proactive response to ward off anticipated discrimination and to signal assimilation. We review evidence suggesting that name anglicization may reduce discrimination (compared with using an original ethnic name), but it burdens minority-group members and is linked to lower well-being. We suggest a solution to this dilemma: training proper pronunciation of ethnic names. We provide a model of how this simple intervention may improve interethnic interactions, signal inclusion, and reduce prejudice in both ethnic majority- and minority-group members.
姓名是身份的重要标志,但对许多少数民族成员来说,姓名会引发歧视性反应。姓名英语化(或姓名白化)是抵御预期歧视和发出同化信号的一种积极反应。我们回顾了一些证据,这些证据表明,与使用原来的民族名字相比,名字的英语化可能会减少歧视,但它会给少数民族成员带来负担,并与较低的幸福感有关。我们提出了解决这一难题的办法:训练正确的民族名称发音。我们提供了一个模型,说明这一简单的干预措施可如何改善民族间的互动、发出包容的信号,以及减少多数民族和少数民族成员的偏见。
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引用次数: 0
Intuitive Theories and the Cultural Evolution of Morality 直觉理论与道德的文化演变
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-05-20 DOI: 10.1177/09637214241245412
M. J. Crockett, Judy S. Kim, Yeon Soon Shin
We explore the role of intuitive theories in the cultural evolution of moral cognition, integrating recent work across subfields of psychology and suggesting directions for future research. Focusing on intuitive theories in the moral domain concerning how people judge the moral value of actions and make inferences about moral character, we review evidence that the specific forms these theories take vary across individuals and can change via social learning. We propose that cultural selection can operate over the intuitive theories people apply in the moral domain, in which particular variants of intuitive moral theories can be more “successful” to the extent that they are cognitively efficient or provide reputational benefits. Finally, we explore some implications of considering moral cognition as a kind of cultural technology that can be innovated, considering whether intuitive moral theories help or hinder our ability to improve our collective moral norms or practices.
我们探讨了直觉理论在道德认知的文化进化中的作用,整合了心理学各子领域的最新研究成果,并提出了未来的研究方向。我们将重点放在道德领域的直觉理论上,这些理论涉及人们如何判断行为的道德价值并对道德品质做出推断,我们回顾了这些理论的具体形式因人而异并可通过社会学习而改变的证据。我们提出,文化选择可以作用于人们在道德领域应用的直觉理论,在这种情况下,直觉道德理论的特定变体可能更 "成功",因为它们在认知上是有效的,或者能带来声誉上的好处。最后,我们探讨了将道德认知视为一种可以创新的文化技术的一些意义,考虑直觉道德理论是帮助还是阻碍我们改善集体道德规范或实践的能力。
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引用次数: 0
The Inequality Cycle: How Psychology Helps Keep Economic Inequality in Place 不平等循环:心理学如何帮助保持经济不平等
IF 7.2 1区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-05-20 DOI: 10.1177/09637214241246553
Manuel J. Galvan, B. Keith Payne
Inequality is perpetuated, in part, by the psychological and behavioral tendencies that arise from the social context of inequality. Cognitive biases lead most people to see themselves as middle class, even when that perception does not align with economic reality. Those who perceive themselves as economically advantaged tend to view inequality as fair and legitimate, often dismissing proponents of redistributive solutions as ill-informed. And unequal contexts increase risky behaviors that can be profitable to some but are more likely to be costly for most. This research program suggests an inequality cycle, in which inequality experienced today tends to reproduce itself.
不平等之所以长期存在,部分原因在于不平等的社会背景下产生的心理和行为倾向。认知偏差导致大多数人将自己视为中产阶级,即使这种认知与经济现实不符。那些认为自己在经济上处于优势地位的人倾向于认为不平等是公平和合法的,他们往往会认为那些支持再分配解决方案的人是不明智的。不平等的环境增加了冒险行为,这些行为对某些人来说有利可图,但对大多数人来说却可能代价高昂。这项研究计划提出了一个不平等循环,在这个循环中,今天所经历的不平等往往会自我复制。
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引用次数: 0
期刊
Current Directions in Psychological Science
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