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Cognitive network enrichment, not degradation, explains the aging mental lexicon and links fluid and crystallized intelligence. 认知网络的丰富而非退化解释了心理词汇的老化,并将流体智能和结晶智能联系起来。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-14 DOI: 10.1037/rev0000557
Thomas T Hills
Cognition is a complex system of interacting components. Late-life cognitive decline is often explained as a degradation of the interconnectivity among these components. Evidence from the aging mental lexicon corroborates this interpretation, as older adults produce higher entropy responses in free association tasks, appear to have sparser free association networks, and judge objects to be less similar to one another than younger adults. Here, I demonstrate that all of these effects are produced by a model of cognitive network enrichment, which treats aging as an extension of lifelong learning. By increasing interconnectivity, learning increases competition for activation among potential targets, increasing entropy and reducing targeted activation. The impact of network enrichment is demonstrated using a general prediction error model (Rescorla-Wagner), which learns and enriches a cognitive network representation following lifelong experience with a network of associations in the environment. Sampling from the learned representation to produce behavior reproduces the above effects. A qualitative model comparison shows that various models of degradation fail to capture the above results for entropy and similarity. Both enriched and degraded representations can produce sparsening-free association networks, depending on the specific methodological details of data collection. This underscores the general problem of inferring representation from behavior without considering process. Further, extending cognitive network enrichment more broadly provides a lifelong developmental pathway for overattention to irrelevant stimuli and cognitive slowing-increasing interference, taxing resource limitations, and reducing targeted activation-offering a common cause for rising crystallized intelligence and declining fluid intelligence. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
认知是一个由相互作用的成分组成的复杂系统。老年认知能力下降通常被解释为这些组成部分之间相互联系的退化。来自老化的心理词汇的证据证实了这一解释,因为老年人在自由联想任务中产生更高的熵反应,似乎有更稀疏的自由联想网络,并且判断对象之间的相似性不如年轻人。在这里,我证明了所有这些影响都是由认知网络丰富模型产生的,该模型将衰老视为终身学习的延伸。通过增加互联性,学习增加了潜在目标之间的激活竞争,增加了熵并减少了目标激活。网络丰富的影响是用一个通用的预测误差模型(Rescorla-Wagner)来证明的,该模型通过对环境中关联网络的终身体验来学习和丰富认知网络表征。从学习到的表示中抽样产生的行为再现了上述效果。定性模型比较表明,各种退化模型在熵和相似度上都不能捕捉到上述结果。根据数据收集的具体方法细节,丰富和退化的表示都可以产生无稀疏的关联网络。这强调了从行为推断表示而不考虑过程的一般问题。此外,更广泛地扩展认知网络丰富为过度关注无关刺激和认知减缓提供了终身发展途径——干扰增加,资源限制增加,目标激活减少——为结晶智力上升和流体智力下降提供了共同原因。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Revisiting the concept of stereotype threat(s): Is it all about the situation? 回顾刻板印象威胁的概念:一切都与情境有关吗?
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-14 DOI: 10.1037/rev0000555
Lisa Fourgassie,Baptiste Subra,Rasyid Bo Sanitioso
Nearly 30 years ago, Steele and Aronson (1995) proposed the concept of stereotype threat. Despite the rich literature on the topic, the robustness and significance of stereotype threat effects face scrutiny due to unsuccessful replications and meta-analyses. This article moves beyond methodological issues to address potential conceptual challenges that may underlie these difficulties in assessing stereotype threat. One major challenge is the difficulty in clearly defining and measuring stereotype threat, as it is often conflated with its outcomes, particularly performance effects. Another challenge relates to its situational nature, which has been interpreted too narrowly, assuming uniform experiences of stereotype threat across all groups. This article advocates for a return to a broader understanding of stereotype threat, one that recognizes the interaction between situational and individual factors within a larger societal context. Such an approach is essential for effectively testing stereotype threat theory across diverse groups and outcomes, reinforcing its situational foundation. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
近30年前,Steele和Aronson(1995)提出了刻板印象威胁的概念。尽管关于这一主题的文献丰富,刻板印象威胁效应的稳健性和显著性由于不成功的重复和荟萃分析而面临审查。这篇文章超越了方法论问题,解决了潜在的概念挑战,这些挑战可能是评估刻板印象威胁的困难的基础。一个主要的挑战是很难清楚地定义和衡量刻板印象威胁,因为它经常与它的结果,特别是绩效影响混为一谈。另一个挑战与它的情境性质有关,它被解释得过于狭隘,假设所有群体都有统一的刻板印象威胁经历。这篇文章提倡回归到对刻板印象威胁更广泛的理解,认识到在更大的社会背景下情境和个人因素之间的相互作用。这种方法对于有效地测试不同群体和结果的刻板印象威胁理论,加强其情境基础至关重要。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Learning to control through culture: Explaining variation in the development of self-regulation. 通过文化学会控制:解释自我调节能力发展的差异。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-14 DOI: 10.1037/rev0000554
Emily J E Messer,Hannah E Roome,Cristine H Legare
Self-regulation is a goal-directed behavior involving adaptive decision making. It consists of multiple cognitive and motor skills, is shaped by complex sociocultural environments, and has short- and long-term consequences for child outcomes. However, most of what we know about the development of self-regulation comes from research conducted among communities that are unrepresentative of most of the global population. To fully understand the complexities of the development of self-regulation requires globally representative data on the diverse and complex cultural environments in which children learn. Our objective is to highlight discoveries about how complex cultural influences shape the development of self-regulation. We discuss the impact of child-rearing environments, educational influences, and environmental stressors on the development of self-regulation based on research conducted with populations worldwide. We provide empirically based recommendations for measuring self-regulation in context. Our conclusion includes suggestions for future research to promote efforts to build a globally representative science of self-regulation. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
自我调节是一种目标导向的行为,涉及适应性决策。它包括多种认知和运动技能,受到复杂的社会文化环境的影响,对儿童的发展具有短期和长期的影响。然而,我们对自我监管发展的了解大多来自于在社区中进行的研究,这些社区并不代表全球大多数人口。要充分了解自我调节发展的复杂性,需要关于儿童学习的多样化和复杂文化环境的全球代表性数据。我们的目标是强调关于复杂的文化影响如何塑造自我调节发展的发现。基于对全球人口的研究,我们讨论了育儿环境、教育影响和环境压力因素对自我调节发展的影响。我们提供了基于经验的建议,以衡量自我调节的背景。我们的结论包括对未来研究的建议,以促进建立具有全球代表性的自我调节科学。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Dynamical systems model of embodied memory in early human infancy. 人类婴儿期具身记忆的动力系统模型。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-07 DOI: 10.1037/rev0000544
Ryo Fujihira, Gentaro Taga

Memory is formed through repeated action and perception. The primitive manifestation of this type of memory in infants has been observed through a procedure called mobile paradigm. Three-month-old infants can retain behavioral changes during interaction with a mobile for a week without reminders, and this retention can be prolonged for 2-4 weeks with reminders. However, precisely what infants can remember and how memory retention and reactivation work at this young age remains unclear. In this article, we introduce dynamical systems models that replicate this form of memory by incorporating two dynamic properties. The first dynamic process is responsible for creating and retaining a memory of the experience of controlling movement generation to interact with the environment. While this memory can be used in retention tests of learned behaviors, it undergoes a gradual decay. The second property involves asymmetric bifurcation, through which a memory of the circular causality between self-movement and environmental events is formed. This memory, related to agency, persists and enables reactivation of the decayed memory of learned behaviors. Our simulation suggests that memory emerges as an embodiment of internal dynamics through the repetition of action and perception. The form of retained memory in the mobile paradigm is comparable to that in the A-not-B error and habituation-dishabituation tasks. The theory of dynamical systems unifies experimental results regarding memory in early life as an embodied process, with the maturation of the memory system originating from the embodied process between the brain, body, and environment. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

记忆是通过重复的动作和感知形成的。这种记忆在婴儿中的原始表现是通过一种称为移动范式的过程观察到的。在没有提醒的情况下,3个月大的婴儿可以在与手机互动的过程中保持一周的行为变化,在有提醒的情况下,这种保持可以延长2-4周。然而,婴儿究竟能记住什么,以及在这么小的年纪记忆保持和再激活是如何起作用的,目前还不清楚。在本文中,我们介绍了动态系统模型,通过结合两个动态特性来复制这种形式的内存。第一个动态过程负责创建和保留控制运动生成以与环境交互的经验的记忆。虽然这种记忆可以用于学习行为的保留测试,但它会经历一个逐渐衰退的过程。第二个特性涉及不对称分叉,通过它形成了对自我运动和环境事件之间循环因果关系的记忆。这种与代理有关的记忆持续存在,并使学习行为的衰退记忆得以重新激活。我们的模拟表明,通过重复行动和感知,记忆作为内部动态的体现而出现。在移动范式中,保留记忆的形式与a -非- b错误和习惯-不习惯任务中的形式相似。动力系统理论将生命早期记忆的实验结果统一为一个具身过程,记忆系统的成熟源于大脑、身体和环境之间的具身过程。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Temporal foreknowledge: Anticipation and prospective correction of timing errors by diffusion. 时间预知:通过扩散对时间误差的预测和预期修正。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-07 DOI: 10.1037/rev0000556
Fuat Balcı, Tutku Öztel

A recent line of research has shown that humans and rodents can monitor errors in their timing behavior in individual trials. This ability is called temporal error monitoring (TEM). Electrophysiological studies showed that TEM-related neural signals of error are present before the timing behavior is manifested. These results have crucial implications for the function and modeling of TEM as they show that timing errors are read out rather than detected retrospectively. Such real-time error monitoring allows emergent timing error signals to improve the impending timing behavior in a prospective fashion (e.g., increasing the timing threshold when "earlier-than-target" errors are detected), enabling within-trial error corrections. In this article, we present a drift-diffusion model of real-time TEM with prospective (within-trial) behavioral modulation/refinement elements that are sensitive to task representations. Our model predicts the read-out of timing signals before the manifestation of the timing behavior and the translation of these signals into the improvement of timing accuracy within individual trials (thus improving overall precision) without violating the psychophysical and statistical features of the timing behavior. Finally, the task representation dependency of the decision element accounts for the widely reported reward-rate maximizing timing behavior. Our model introduces a new theoretical foundation for TEM with many testable behavioral and electrophysiological predictions. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

最近的一系列研究表明,人类和啮齿类动物可以在个体试验中监测到它们计时行为中的错误。这种能力称为时间错误监视(TEM)。电生理学研究表明,在时间行为表现出来之前,tem相关的误差神经信号就已经存在。这些结果对瞬变电磁法的功能和建模具有重要意义,因为它们表明时序误差是读出的,而不是回顾性地检测到的。这种实时错误监测允许紧急定时错误信号以前瞻性方式改善即将发生的定时行为(例如,在检测到“早于目标”错误时增加定时阈值),从而实现试验内错误纠正。在本文中,我们提出了一个实时透射电镜的漂移-扩散模型,该模型具有对任务表征敏感的前瞻性(试验内)行为调制/改进元素。我们的模型在计时行为出现之前预测计时信号的读出,并在不违反计时行为的心理物理和统计特征的情况下,将这些信号转化为个别试验中计时精度的提高(从而提高整体精度)。最后,决策元素的任务表示依赖性解释了广泛报道的奖励率最大化定时行为。我们的模型为瞬变电磁法提供了一个新的理论基础,具有许多可测试的行为和电生理预测。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
The controllosphere: The neural origin of cognitive effort. 控制圈:认知努力的神经起源
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-01 Epub Date: 2024-02-15 DOI: 10.1037/rev0000467
Clay B Holroyd

Why do some mental activities feel harder than others? The answer to this question is surprisingly controversial. Current theories propose that cognitive effort affords a computational benefit, such as instigating a switch from an activity with low reward value to a different activity with higher reward value. By contrast, in this article, I relate cognitive effort to the fact that brain neuroanatomy and neurophysiology render some neural states more energy-efficient than others. I introduce the concept of the "controllosphere," an energy-inefficient region of neural state space associated with high control, which surrounds the better known "intrinsic manifold," an energy-efficient subspace associated with low control. Integration of control-theoretic principles with classic neurocomputational models of cognitive control suggests that dorsolateral prefrontal cortex (DLPFC) implements a controller that can drive the system state into the controllosphere, anterior cingulate cortex (ACC) implements an observer that monitors changes of state of the controlled system, and cognitive effort reflects a mismatch between DLPFC and ACC energies for control and observation. On this account, cognitive effort scales with the energetic demands of the DLPFC control signal, especially when the consequences of the control are unobservable by ACC. Further, I propose that neural transitions through the controllosphere lead to a buildup of neural waste. Cognitive effort therefore prevents against neural damage by discouraging extended periods of high control. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

为什么有些智力活动比其他智力活动更难?对于这个问题的答案,争议之大令人吃惊。目前的理论认为,认知努力会带来计算上的好处,比如促使人们从奖励价值低的活动转向奖励价值高的其他活动。相比之下,在本文中,我将认知努力与大脑神经解剖学和神经生理学使某些神经状态比其他神经状态更节能这一事实联系起来。我提出了 "控制圈"(controllosphere)的概念,这是神经状态空间中与高控制相关的低能效区域,它围绕着众所周知的 "内在流形"(insrinsic manifold),这是一个与低控制相关的高能效子空间。将控制理论原理与认知控制的经典神经计算模型相结合,可以发现背外侧前额叶皮层(DLPFC)实现了一个控制器,可以将系统状态驱动到控制区域;前扣带回皮层(ACC)实现了一个观察器,可以监测受控系统的状态变化;认知努力反映了背外侧前额叶皮层和前扣带回皮层在控制和观察方面的能量不匹配。因此,认知努力与 DLPFC 控制信号的能量需求成比例,尤其是当控制的后果无法被 ACC 观察到时。此外,我还提出,通过控制圈的神经转换会导致神经废物的积累。因此,认知努力通过抑制长时间的高度控制来防止神经损伤。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
g-Distance: On the comparison of model and human heterogeneity. g-距离:关于模型与人类异质性的比较。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-01 DOI: 10.1037/rev0000550
Lenard Dome,Andy J Wills
Models are often evaluated when their behavior is at its closest to a single, sometimes averaged, set of empirical results, but this evaluation neglects the fact that both model and human behavior can be heterogeneous. Here, we develop a measure, g-distance, which considers model adequacy as the extent to which models exhibit a similar range of behaviors to the humans they model. We define g as the combination of two easily interpretable dimensions of model adequacy: accommodation and excess flexibility. We apply this measure to five models of an irrational learning effect, the inverse base-rate effect. g-Distance identifies two models, a neural network with rapid attentional shifts (NNRAS) and a dissimilarity-similarity generalized context model (DGCM18), which outperform the previously most supported exemplar-based attention to distinctive input model (EXIT). We show that this conclusion holds for a wide range of beliefs about the relative importance of excess flexibility and accommodation. We further show that a preexisting metric, the Bayesian information criterion, misidentifies a known-poor model of the inverse base-rate effect as the most adequate model. Along the way, we discover that some of the models accommodate human behavior in ways that seem unintuitive from an informal understanding of their operation, thus underlining the importance of formal expression of theories. We discuss the implications of our findings for model evaluation generally, and for models of the inverse base-rate effect in particular, and end by suggesting future avenues of research in computational modeling. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
当模型的行为最接近单一(有时是平均的)经验结果集时,通常会对模型进行评估,但这种评估忽略了模型和人类行为都可能是异质的这一事实。在这里,我们开发了一种度量,g距离,它认为模型的充分性是模型表现出与它们所模拟的人类相似的行为范围的程度。我们将g定义为两个易于解释的模型充分性维度的组合:适应性和过度灵活性。我们将这一措施应用于非理性学习效应、逆基础率效应的五个模型。g-Distance识别了两种模型,一种是具有快速注意力转移的神经网络(NNRAS),另一种是不相似-相似广义上下文模型(DGCM18),这两种模型优于之前最受支持的基于范例的不同输入注意模型(EXIT)。我们表明,这一结论适用于关于过度灵活性和适应性相对重要性的广泛信念。我们进一步表明,一个预先存在的度量,贝叶斯信息准则,错误地识别了一个已知的差模型作为最适当的模型的逆基础率效应。在此过程中,我们发现一些模型以一种对其操作的非正式理解似乎不直观的方式适应人类行为,从而强调了理论正式表达的重要性。我们讨论了我们的研究结果对模型评估的影响,特别是对逆基础率效应模型的影响,最后提出了未来计算建模研究的途径。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
The double empathy problem: A derivation chain analysis and cautionary note. 双重移情问题:推导链分析与警示。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-01 Epub Date: 2024-06-03 DOI: 10.1037/rev0000468
Lucy A Livingston, Luca D Hargitai, Punit Shah

Work on the "double empathy problem" (DEP) is rapidly growing in academic and applied settings (e.g., clinical practice). It is most popular in research on conditions, like autism, which are characterized by social cognitive difficulties. Drawing from this literature, we propose that, while research on the DEP has the potential to improve understanding of both typical and atypical social processes, it represents a striking example of a weak derivation chain in psychological science. The DEP is poorly conceptualized, and we find that it is being conflated with many other constructs (i.e., reflecting the "jingle-jangle" fallacy). We provide examples to show how this underlies serious problems with translating theoretical claims into empirical predictions and evidence. To start tackling these problems, we propose that DEP research needs reconsideration, particularly through a better synthesis with the cognitive neuroscience literature on social interaction. Overall, we argue for a strengthening of the derivation chain pertaining to the DEP, toward more robust research on (a)typical social cognition. Until then, we caution against the translation of DEP research into applied settings. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

有关 "双重移情问题"(DEP)的研究在学术界和应用领域(如临床实践)迅速发展。它在以社会认知困难为特征的自闭症等疾病的研究中最为流行。根据这些文献,我们提出,虽然对 DEP 的研究有可能提高人们对典型和非典型社会过程的理解,但它是心理科学中衍生链薄弱的一个突出例子。DEP 的概念化程度很低,而且我们发现它与许多其他概念混为一谈(即反映了 "叮当作响 "的谬误)。我们举例说明了这是如何导致将理论主张转化为经验预测和证据的严重问题的。为了着手解决这些问题,我们建议需要重新考虑 DEP 研究,特别是通过更好地与有关社会互动的认知神经科学文献相结合。总之,我们主张加强与 DEP 相关的推导链,从而对(典型)社会认知进行更有力的研究。在此之前,我们告诫大家不要将 DEP 研究转化为应用研究。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
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引用次数: 0
PONG: A computational model of visual word recognition through bihemispheric activation. PONG:通过双半球激活进行视觉单词识别的计算模型。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-01 Epub Date: 2024-02-26 DOI: 10.1037/rev0000461
Joshua Snell

Orthographic processing is an open problem. Decades of visual word recognition research have fueled the development of various theoretical frameworks. Although these frameworks have had good explanatory power, various recent results cannot be satisfactorily captured in any model. In order to account for old and new phenomena alike, here I present a new theory of how the brain computes letter positions. According to PONG (which describes the Positional Ordering of N-Grams), each hemisphere of the brain comprises a set of mono- and multigram detectors. The crux is that the detectors for a given N-gram are activated to different extents in their respective hemispheres, depending on where in the visual field the N-gram is located. This differential activity allows the brain to estimate the leftness or rightness of that N-gram, whereby word activation is a function of the N-gram's identity plus its laterality relative to that of other activated N-grams. Simulations with PONG suggest that the framework effectively accounts for classic phenomena, as well as newer phenomena and cross-linguistic differences that cannot be explained by other models. I also reflect on the neurophysiological plausibility of the model and avenues for future inquiry. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

正字法处理是一个尚未解决的问题。数十年的视觉单词识别研究推动了各种理论框架的发展。尽管这些框架具有很好的解释力,但最近的各种结果却无法在任何模型中得到令人满意的体现。为了解释新旧现象,我在此提出了大脑如何计算字母位置的新理论。根据 PONG(描述 N 字符的位置排序)理论,大脑的每个半球都由一组单字符和多字符检测器组成。问题的关键在于,特定 N 字符的检测器在各自半球的激活程度不同,这取决于 N 字符在视野中的位置。这种不同的活动使大脑能够估算出该 N-gram的左度或右度,因此单词激活是该 N-gram的特性加上其相对于其他激活 N-gram的侧向性的函数。用 PONG 进行的模拟表明,该框架能有效解释经典现象以及其他模型无法解释的新现象和跨语言差异。我还对该模型的神经生理学合理性和未来的研究方向进行了思考。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
The development of implicit leadership theories during childhood: A reconceptualization through the lens of overlapping waves theory. 童年时期内隐领导力理论的发展:从重叠波理论的角度重新认识领导力。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-04-01 Epub Date: 2024-05-09 DOI: 10.1037/rev0000484
Claudia Escobar Vega, Jon Billsberry, John Molineux, Kevin B Lowe

Implicit leadership theories (ILTs) are people's lay theories, definitions, or conceptualizations of leadership. In adults, they determine what actions we perceive as leadership, influence to whom we grant leadership status, and shape our own behaviors when we want to be seen as leader. Naturally, there has been an enduring interest in how these ILTs develop in children. Current theorizing on the development of leadership conceptualizations in children aligns with a stepwise progression mirroring Piaget's stage-based approach to cognitive development. However, contemporary approaches to cognitive development, such as Siegler's overlapping waves theory (OWT), acknowledge that children's development is linked to cognitive success and failure. This article integrates the findings from empirical studies into children's leadership conceptualizations and reinterprets them against OWT. This reinterpretation resolves findings that align poorly with a stepwise approach and demonstrates a strong fit with OWT. As such, children's leadership conceptualizations develop by generating and testing cognitive approaches-physical-spatiotemporal, functional, socioemotional, and humanitarian-and instead of progressing through these in order and according to age, they display variation and selection, that with experience and exposure, lay down selective combinations, which often engage multiple dimensions simultaneously. Consequently, the development of children's understanding of leaders is nonlinear, can be multidimensional, and is based on trial and error largely in response to their experiences. The article concludes with a discussion of the implications for future research and practice. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

隐性领导理论(ILT)是人们对领导力的非专业理论、定义或概念。对于成年人来说,它们决定了我们将哪些行为视为领导力,影响了我们赋予哪些人领导地位,并塑造了我们自己希望被视为领导者的行为。自然而然地,人们对儿童如何发展这些领导力综合训练也产生了持久的兴趣。目前关于儿童领导力概念化发展的理论与皮亚杰认知发展的阶段性方法一致。然而,当代的认知发展方法,如西格勒的重叠波理论(OWT),承认儿童的发展与认知的成功和失败有关。本文将实证研究的结果整合到儿童领导力概念中,并根据重叠波理论对其进行重新解释。这种重新诠释解决了与循序渐进方法不相符的研究结果,并证明了其与开放性思维的高度契合。因此,儿童的领导力概念化是通过产生和测试认知方法--物理-时空、功能、社会情感和人道主义--来发展的,而不是按照顺序和年龄来发展的,儿童的领导力概念化显示了变化和选择,随着经验和接触的增加,形成了选择性的组合,这些组合往往同时涉及多个维度。因此,儿童对领导者的理解是非线性的,可以是多维度的,而且主要是根据他们的经验在不断尝试和犯错的基础上形成的。文章最后讨论了对未来研究和实践的影响。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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