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Chunk-based incremental processing and learning: An integrated theory of word discovery, implicit statistical learning, and speed of lexical processing. 基于块的增量加工和学习:单词发现、内隐统计学习和词汇加工速度的综合理论。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-11-01 Epub Date: 2025-05-12 DOI: 10.1037/rev0000564
Andrew Jessop, Julian Pine, Fernand Gobet

According to chunking theories, children discover their first words by extracting subsequences embedded in their continuous input. However, the mechanisms proposed in these accounts are often incompatible with data from other areas of language development. We present a new theory to connect the chunking accounts of word discovery with the broader developmental literature. We argue that (a) children build a diverse collection of chunks, including words, multiword phrases, and sublexical units; (b) these chunks have different processing times determined by how often each chunk is used to recode the input; and (c) these processing times interact with short-term memory limitations and incremental processing to constrain learning. We implemented this theory as a computational modeling architecture called Chunk-Based Incremental Processing and Learning (CIPAL). Across nine studies, we demonstrate that CIPAL can model word discovery in different contexts. First, we trained the model with 70 child-directed speech corpora from 15 languages. CIPAL gradually discovered words in each language, with cross-linguistic variation in performance. The model's average processing time also improved with experience, resembling the developmental changes observed in children's speed of processing. Second, we showed that CIPAL could simulate seven influential effects reported in statistical learning experiments with artificial languages. This included a preference for words over nonwords, part words, frequency-matched part words, phantom words, and sublexical units. On this basis, we argue that incremental chunking is an effective implicit statistical learning mechanism that may be central to children's vocabulary development. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

根据分块理论,孩子们通过提取嵌入在连续输入中的子序列来发现他们的第一个单词。然而,这些描述中提出的机制往往与其他语言发展领域的数据不相容。我们提出了一种新的理论,将单词发现的分块描述与更广泛的发展文献联系起来。我们认为(a)儿童建立了不同的块集合,包括单词、多词短语和亚词汇单位;(b)这些数据块具有不同的处理时间,这取决于每个数据块用于重新编码输入的频率;(c)这些处理时间与短期记忆限制和增量处理相互作用,从而限制学习。我们将这一理论实现为一种称为基于块的增量处理和学习(CIPAL)的计算建模体系结构。通过九项研究,我们证明CIPAL可以在不同的语境中模拟单词发现。首先,我们使用来自15种语言的70个儿童导向语音语料库来训练模型。CIPAL逐渐在每种语言中发现单词,这些单词在表现上存在跨语言差异。模型的平均处理时间也随着经验的增加而提高,类似于观察到的儿童处理速度的发展变化。其次,我们发现CIPAL可以模拟人工语言统计学习实验中报道的七种影响效应。这包括对单词的偏好,而不是非单词、部分单词、频率匹配的部分单词、幻影单词和亚词汇单位。在此基础上,我们认为增量分块是一种有效的内隐统计学习机制,可能是儿童词汇发展的核心。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
A formal analysis of the standard operating processes (SOP) and multiple time scales (MTS) theories of habituation. 对标准操作程序(SOP)和多时间尺度(MTS)习惯理论的正式分析。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-11-01 Epub Date: 2024-09-19 DOI: 10.1037/rev0000504
Orlando E Jorquera, Osvaldo M Farfán, Sergio N Galarce, Natalia A Cancino, Pablo D Matamala, Edgar H Vogel

In this article, we compare two theories of habituation: the standard operating processes (SOP) and the multiple time scales (MTS) models. Both theories propose that habituation is due to a reduction in the difference between actual and remembered stimulation. Although the two approaches explain short-term habituation using a similar nonassociative mechanism based on a time-decaying memory of recent stimulus presentations, their understanding of retention of habituation or long-term habituation differs. SOP suggests that retention of habituation happens through associative retrieval from a long-term memory store, while MTS relies on the differential decay rate of a series of memory units. This essential difference implies that spontaneous recovery, which refers to the return of the response to levels above those reached during habituation, is predominantly a consequence of a mixture of decay and loss of association for SOP and exclusively of decay for MTS. We analyze these mechanisms conceptually and mathematically and demonstrate their functioning with computer simulations of conceptual and published experiments. We evaluate both theories regarding parsimony and explanatory power and propose potential experiments to evaluate their predictions. We provide MATLAB-Simulink and Python codes for the simulations. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

在本文中,我们比较了两种习惯化理论:标准操作过程(SOP)和多时间尺度(MTS)模型。这两种理论都认为,习惯化是由于实际刺激和记忆刺激之间的差异缩小所致。虽然这两种方法都是通过一种类似的非联想机制来解释短期习惯化,这种机制是基于对近期刺激呈现的时间衰减记忆,但它们对习惯保持或长期习惯化的理解却有所不同。SOP认为,习惯的保持是通过从长期记忆存储中进行联想检索实现的,而MTS则依赖于一系列记忆单元的不同衰减率。这一本质区别意味着,自发恢复(指反应恢复到高于习惯化期间达到的水平)在 SOP 中主要是衰减和联想丧失的混合结果,而在 MTS 中则完全是衰减的结果。我们从概念和数学角度分析了这些机制,并通过计算机模拟概念实验和已发表的实验证明了它们的功能。我们对这两种理论的解析性和解释力进行了评估,并提出了评估其预测的潜在实验。我们为模拟提供了 MATLAB-Simulink 和 Python 代码。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
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引用次数: 0
Bouncing back from life's perturbations: Formalizing psychological resilience from a complex systems perspective. 从生活的干扰中反弹:从复杂系统的角度将心理复原力正规化。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-11-01 Epub Date: 2024-10-21 DOI: 10.1037/rev0000497
Gabriela Lunansky, George A Bonanno, Tessa F Blanken, Claudia D van Borkulo, Angélique O J Cramer, Denny Borsboom

Experiencing stressful or traumatic events can lead to a range of responses, from mild disruptions to severe and persistent mental health issues. Understanding the various trajectories of response to adversity is crucial for developing effective interventions and support systems. Researchers have identified four commonly observed response trajectories to adversity, from which the resilient is the most common one. Resilience refers to the maintenance of healthy psychological functioning despite facing adversity. However, it remains an open question how to understand and anticipate resilience, due to its dynamic and multifactorial nature. This article presents a novel formalized framework to conceptualize resilience from a complex systems perspective. We use the network theory of psychopathology, which states that mental disorders are self-sustaining endpoints of direct symptom-symptom interactions organized in a network system. The internal structure of the network determines the most likely trajectory of symptom development. We introduce the resilience quadrant, which organizes the state of symptom networks on two domains: (1) healthy versus dysfunctional and (2) stable versus unstable. The quadrant captures the four commonly observed response trajectories to adversity along those dimensions: resilient trajectories in the face of adversity, as well as persistent symptoms despite treatment interventions. Subsequently, an empirical illustration, by means of a proof-of-principle, shows how simulated observations from four different network architectures lead to the four commonly observed responses to adversity. As such, we present a novel outlook on resilience by combining existing statistical symptom network models with simulation techniques. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

经历压力或创伤事件会导致一系列反应,从轻微的干扰到严重和持续的心理健康问题。了解对逆境的各种反应轨迹对于制定有效的干预措施和支持系统至关重要。研究人员发现了四种常见的逆境反应轨迹,其中复原力是最常见的一种。复原力是指在面临逆境时仍能保持健康的心理功能。然而,由于抗逆力的动态性和多因素性,如何理解和预测抗逆力仍是一个悬而未决的问题。本文提出了一个新颖的形式化框架,从复杂系统的角度对复原力进行概念化。我们采用精神病理学的网络理论,该理论认为精神障碍是症状与症状之间直接相互作用的自我维持终点,并在网络系统中组织起来。网络的内部结构决定了症状最可能的发展轨迹。我们引入了 "恢复力象限"(resilience quadrant),它将症状网络的状态分为两个领域:(1) 健康与功能障碍;(2) 稳定与不稳定。该象限从这些维度捕捉了四种常见的逆境反应轨迹:面对逆境时的恢复力轨迹,以及在治疗干预后仍持续存在的症状。随后,我们通过原理验证进行了实证说明,展示了从四种不同的网络架构中模拟观察到的结果如何导致四种常见的逆境反应。因此,我们通过将现有的统计症状网络模型与模拟技术相结合,为复原力提出了一个新的视角。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
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引用次数: 0
Prosocial religions as folk-technologies of mutual policing. 亲社会宗教作为相互监督的民间技术。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-11-01 Epub Date: 2025-02-10 DOI: 10.1037/rev0000531
Léo Fitouchi, Manvir Singh, Jean-Baptiste André, Nicolas Baumard

Why do humans believe in moralizing gods? Leading accounts argue that these beliefs evolved because they help societies grow and promote group cooperation. Yet recent evidence suggests that beliefs in moralizing gods are not limited to large societies and might not have strong effects on cooperation. Here, we propose that beliefs in moralizing gods develop because individuals shape supernatural beliefs to achieve strategic goals in within-group interactions. People have a strategic interest in controlling others' cooperation, either to extort benefits from them or to gain reputational benefits for protecting the public good. Moreover, they believe, based on their folk-psychology, that others would be less likely to cheat if they feared supernatural punishment. Thus, people endorse beliefs in moralizing gods to manipulate others into cooperating. Prosocial religions emerge from a dynamic of mutual monitoring, in which each individual, lacking confidence in the cooperativeness of conspecifics, attempts to incentivize others' cooperation by endorsing beliefs in supernatural punishment. We show how variations of this incentive structure explain the variety of cultural attractors toward which supernatural punishment converges, including extractive religions that extort benefits from exploited individuals, prosocial religions geared toward mutual benefit, and forms of prosocial religion where belief in moralizing gods is itself a moral duty. We review evidence for nine predictions of this account and use it to explain the decline of prosocial religions in modern societies. Supernatural punishment beliefs seem endorsed as long as people believe them necessary to ensure others' cooperation, regardless of their objective effectiveness in doing so. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

为什么人类要相信有道德的神?主流观点认为,这些信念的进化是因为它们有助于社会发展和促进群体合作。然而,最近的证据表明,对道德神的信仰并不局限于大型社会,也可能不会对合作产生强烈影响。在这里,我们提出,对道德神的信仰的发展,因为个人塑造超自然的信仰,以实现群体内互动的战略目标。人们在控制他人的合作中具有战略利益,或者从他们那里勒索利益,或者为了保护公共利益而获得声誉利益。此外,根据他们的民间心理学,他们认为,如果别人害怕超自然的惩罚,他们就不太可能作弊。因此,人们认同通过教化神来操纵他人合作的信仰。亲社会宗教产生于一种相互监督的动态,在这种动态中,每个个体对同类的合作缺乏信心,试图通过赞同超自然惩罚的信仰来激励他人的合作。我们展示了这种激励结构的变化如何解释了超自然惩罚趋同的各种文化吸引力,包括榨取性宗教,即从被剥削的个人那里榨取利益,亲社会宗教以互利为导向,以及亲社会宗教的形式,即信仰教化神本身就是一种道德责任。我们回顾了这一说法的九个预测的证据,并用它来解释现代社会中亲社会宗教的衰落。只要人们相信超自然惩罚是确保他人合作的必要手段,无论其客观效果如何,这种信念似乎都得到了认可。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Choices without preferences: Principles of rational arbitrariness. 没有偏好的选择:理性的任意性原则。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-11-01 Epub Date: 2025-02-17 DOI: 10.1037/rev0000529
Shlomi Sher, Johannes Müller-Trede, Craig R M McKenzie

Traditional models of rational choice assume that preferences are complete, but the completeness axiom is neither normatively compelling nor psychologically plausible. Building on recent work in economics, we develop a rational analysis of decision making with incomplete preferences. The analysis sheds surprising light on a range of well-known behavioral "anomalies," including the endowment effect, status quo maintenance, the sunk cost effect, and coherent arbitrariness. We propose a two-part division of rational choice theory-into preference theory and "implementation theory"-and show how conservative and coherently arbitrary policies can effectively implement incomplete preferences. The two-part normative framework motivates a psychological distinction between evaluation and implementation phases in decision making. We argue that the endowment effect and related phenomena, which have usually been attributed to loss aversion in the evaluation phase, are better explained by conservatism in the implementation phase. The rational analysis challenges the normative adequacy of expected utility theory and raises questions about the explanatory scope of prospect theory. It illustrates the rich interplay between psychological models of value structure and normative models of rational choice. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

传统的理性选择模型假定偏好是完整的,但完整性公理既不符合规范,也不符合心理学原理。在经济学最新研究的基础上,我们对不完全偏好下的决策进行了理性分析。该分析揭示了一系列众所周知的行为 "反常现象",包括禀赋效应、维持现状、沉没成本效应和连贯的任意性。我们提出了理性选择理论的两部分划分--偏好理论和 "实施理论"--并展示了保守和连贯武断的政策如何有效地实施不完全偏好。由两部分组成的规范性框架促使我们从心理学角度对决策中的评估阶段和执行阶段进行区分。我们认为,禀赋效应和相关现象通常被归因于评估阶段的损失厌恶,而实施阶段的保守主义可以更好地解释这些现象。理性分析对预期效用理论的规范适当性提出了质疑,并对前景理论的解释范围提出了疑问。它说明了价值结构的心理学模型与理性选择的规范模型之间丰富的相互作用。(PsycInfo Database Record (c) 2025 APA, 版权所有)。
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引用次数: 0
Supplemental Material for Within-Alternative Processing Supports Transitivity of Preferences in Multiattribute Choice 补充材料内的选择处理支持在多属性选择偏好的传递性
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-30 DOI: 10.1037/rev0000587.supp
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引用次数: 0
Acknowledgment 鸣谢
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-30 DOI: 10.1037/rev0000600
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引用次数: 0
Integrating dual-process decision making and social dynamics: A formal modeling framework for addiction. 整合双过程决策和社会动态:成瘾的正式建模框架。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-30 DOI: 10.1037/rev0000584
Jesse Boot, Maarten W. J. van den Ende, Reinout W. Wiers, Mike H. Lees, Han L. J. van der Maas
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引用次数: 0
A metatheory of classical and modern connectionism. 古典与现代联系主义的元理论。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-16 DOI: 10.1037/rev0000591
Olivia Guest, Andrea E. Martin
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引用次数: 0
Capacity not required: A long-term memory model that exhibits key signatures of working memory. 不需要的能力:一个长期记忆模型,展示了工作记忆的关键特征。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-09 DOI: 10.1037/rev0000588
Sean M Polyn,Geoffrey F Woodman
Because the study of working memory and long-term memory diverged decades ago, views about the diagnostic nature of certain measures within each literature might not be valid. For example, in the study of working memory, it is viewed as critical to show a capacity limit in storage as a way of demonstrating that one is measuring the limited-capacity working memory store and not the unlimited capacity long-term memory store. Although this is a strong logical structure, these hallmarks of working memory might already fall out of existing models of human long-term memory. Here, we show that several of the set size effects often used to validate the assumption that one is studying working memory are also observed as a natural result of the dynamics of contextual models of long-term memory storage and retrieval. Integrating contextual dynamics into a model of visual working memory provides new insight into the nature of interference in short-term visual memory tasks and allows the model to capture the temporal structure of visual experience as it unfolds in time. We discuss how the situation motivates a re-examination of unified models of human memory. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
由于对工作记忆和长期记忆的研究在几十年前就出现了分歧,所以关于每一篇文献中某些测量方法的诊断性质的观点可能并不有效。例如,在工作记忆的研究中,显示存储的容量限制被认为是至关重要的,这是一种证明人们测量的是有限容量的工作记忆存储,而不是无限容量的长期记忆存储的方式。虽然这是一个强大的逻辑结构,但这些工作记忆的特征可能已经脱离了现有的人类长期记忆模型。在这里,我们展示了通常用来验证一个人正在研究工作记忆的假设的几个集合大小效应,也被观察到作为长期记忆存储和检索的上下文模型动态的自然结果。将上下文动力学整合到视觉工作记忆模型中,为短期视觉记忆任务的干扰性质提供了新的见解,并允许模型捕捉视觉经验的时间结构,因为它在时间上展开。我们讨论了这种情况如何促使人们重新审视人类记忆的统一模型。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
期刊
Psychological review
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