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Origins of understanding fair resource collection 理解公平资源收集的起源
IF 2.8 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-01-13 DOI: 10.1016/j.cognition.2025.106434
Mia Radovanovic , Jaemin Hwang , David M. Sobel , Jessica A. Sommerville
Concerns about fair resource exchanges are pervasive across development. However, existing work has focused primarily on resource distributions. The present experiments investigated whether 14- to 17-month-old North American infants demonstrate expectations for fair resource collection events, in contrast to expectations for resource distribution events. We found that infants' expectations for equal resource collections emerged by 16 months of age, whereas infants at all ages tested expected equal resource distributions. These findings suggest infants possess a broader, early-emerging understanding of fairness as it applies across resource exchanges, while highlighting a slight decalage in reasoning about resource collection versus distribution events.
对公平资源交换的关切在整个发展过程中普遍存在。然而,现有的工作主要集中在资源分配上。本实验调查了14至17个月大的北美婴儿是否表现出对公平资源收集事件的期望,而不是对资源分配事件的期望。我们发现,婴儿在16个月大的时候就出现了对平等资源收集的期望,而所有年龄的婴儿都期望平等的资源分配。这些发现表明,婴儿对公平有着更广泛的、早期形成的理解,因为它适用于资源交换,同时强调了在资源收集与分配事件的推理方面的轻微缺陷。
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引用次数: 0
User cognitive fit in human-AI interaction: Exploring the link between input representation and generative output complexity 人机交互中的用户认知契合:探索输入表示与生成输出复杂性之间的联系
IF 8.9 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-01-21 DOI: 10.1016/j.chb.2026.108927
Hechang Cai , Jinlai Zhou
Generative artificial intelligence (AI) has transformed knowledge production into an interactive process in which user inputs actively influence generative outputs. Yet, little is known about how different forms of input representation affect the complexity of generative. Building on cognitive fit theory, this study examines how the characteristics of user input jointly determine output complexity in human–AI interaction. Using a large corpus of over sixty thousand conversations, we adopt a multimethod approach that combines fixed-effects modeling with interpretable machine learning (XGBoost, SHAP, and time-sensitive pattern analysis). The results reveal a nonlinear and dynamic relationship between input representation fit and output complexity, indicating that both low-fit and high-fit inputs can increase output complexity through distinct mechanisms. We further demonstrate that these effects differ according to interaction depth and temporal context, suggesting that representational alignment is not static but dynamically recalibrated during iterative exchanges. The study enhances the cognitive fit theory by conceptualizing fit as an adaptive alignment process in generative environments instead of a fixed match between human cognition and system representation. The findings highlight the necessity for AI systems that support adaptive prompting and context-aware feedback to enhance collaborative generative improvement.
生成式人工智能(AI)将知识生产转变为用户输入积极影响生成式输出的交互过程。然而,人们对不同形式的输入表示如何影响生成的复杂性知之甚少。在认知契合理论的基础上,本研究考察了用户输入的特征如何共同决定人机交互中的输出复杂性。使用超过6万个对话的大型语料库,我们采用了一种多方法方法,将固定效应建模与可解释的机器学习(XGBoost、SHAP和时间敏感模式分析)相结合。研究结果揭示了输入表示拟合与输出复杂度之间的非线性动态关系,表明低拟合和高拟合输入都可以通过不同的机制增加输出复杂度。我们进一步证明,这些影响根据交互深度和时间背景而不同,这表明表征对齐不是静态的,而是在迭代交换中动态重新校准的。本研究将认知契合定义为生成环境中的自适应对齐过程,而不是人类认知与系统表征之间的固定匹配,从而增强了认知契合理论。研究结果强调了支持自适应提示和上下文感知反馈的人工智能系统的必要性,以加强协作生成改进。
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引用次数: 0
How digital literacy shapes the conversion of political awareness into participation: A cross-national comparative study of Mongolia and China 数字素养如何塑造政治意识向参与的转化:蒙古和中国的跨国比较研究
IF 8.9 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-02-12 DOI: 10.1016/j.chb.2026.108946
Gavaa Zanabazar , Qaiser Mohi Ud Din , Tao Hong
Political awareness is widely viewed as a foundation for democratic participation. However, many politically aware citizens remain inactive. Existing research has examined political awareness, civic engagement, and digital literacy separately, with limited attention to how these factors interact to shape participation especially in digital environments. This study addresses that gap by examining digital literacy as a conditional factor in the relationship between political awareness and political participation. This research investigates the comparative effects of political awareness, civic engagement, and digital literacy on political participation in Mongolia and China. Drawing on the Civic Voluntarism Model, the study develops a moderated mediation framework and examines it using two-wave survey data collected from 600 respondents: 295 from Mongolia and 305 from China between October and December 2024. Findings indicate that political awareness is positively associated with political participation primarily through the mediating role of civic engagement in both samples. Digital literacy statistically significantly moderates this indirect pathway in the Mongolian sample; however, no statistically significant moderating effect was observed in the Chinese sample, suggesting that in more digitally integrated contexts, digital literacy may function as a baseline capability rather than a differentiating resource. Overall, the cross-national analysis indicates that while the underlying mechanisms are consistent across both countries, the strength and significance of these effects vary according to the digital and participatory landscape in each context.
政治意识被广泛视为民主参与的基础。然而,许多有政治意识的公民仍然不活跃。现有的研究分别考察了政治意识、公民参与和数字素养,对这些因素如何相互作用来塑造参与(尤其是在数字环境中)的关注有限。本研究通过考察数字素养作为政治意识和政治参与之间关系的一个条件因素来解决这一差距。本研究考察了政治意识、公民参与和数字素养对蒙古和中国政治参与的比较影响。根据公民志愿主义模型,该研究开发了一个有调节的中介框架,并使用从600名受访者中收集的两波调查数据对其进行了检验:2024年10月至12月期间,蒙古295人,中国305人。研究结果表明,在两个样本中,政治意识主要通过公民参与的中介作用与政治参与呈正相关。在蒙古样本中,数字素养在统计上显著地调节了这种间接途径;然而,在中国样本中没有观察到统计学上显著的调节效应,这表明在更数字化整合的环境中,数字素养可能是一种基线能力,而不是一种差异化资源。总体而言,跨国分析表明,尽管两国的潜在机制是一致的,但这些影响的强度和重要性因各国的数字和参与性环境而异。
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引用次数: 0
Attention hijacked: How social media notifications disrupt cognitive processing 注意力被劫持:社交媒体通知如何扰乱认知过程
IF 8.9 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-01-29 DOI: 10.1016/j.chb.2026.108926
Hippolyte Fournier , Arnaud Fournel , François Osiurak , Olivier Koenig , Flora Pâris , Vivien Gaujoux , Fabien Ringeval
Digital notifications are ubiquitous in modern life, yet their impact on cognitive performance remains poorly understood. Here, we introduce an ecologically valid paradigm to examine how social media notifications disrupt ongoing task performance. Participants completed a Stroop task while receiving smartphone-style notifications, allowing us to track both behavioral and physiological responses. Notifications triggered a transient slowdown in cognitive processing lasting approximately seven seconds, driven by the combined influence of perceptual salience, learned associations, and relevance appraisal. The magnitude of this disruption was predicted by the inferred relevance of notifications and by individual patterns of smartphone use—specifically, the frequency of interaction (notification volume and checking behavior) rather than total time spent on the device. These findings were mirrored in changes in pupil dilation, a physiological marker of arousal, confirming the convergent impact of notification relevance and smartphone habits. Together, our results show that modern digital cues can hijack attentional resources, even in the absence of explicit personal relevance. They underscore the need to account for notification frequency — not merely screen time — when evaluating the cognitive cost of pervasive digital environments, and raise broader concerns about the long-term impact of habitual device interaction on attentional functioning.
数字通知在现代生活中无处不在,但它们对认知表现的影响却鲜为人知。在这里,我们引入了一个生态有效的范式来研究社交媒体通知是如何破坏正在进行的任务执行的。参与者在完成Stroop任务的同时会收到智能手机式的通知,这样我们就可以跟踪他们的行为和生理反应。在感知显著性、学习关联和相关性评估的综合影响下,通知触发了认知处理的短暂放缓,持续约7秒。这种破坏的程度是通过通知的推断相关性和智能手机使用的个人模式来预测的——特别是互动的频率(通知量和检查行为),而不是花在设备上的总时间。这些发现反映在瞳孔扩张的变化上,瞳孔扩张是觉醒的生理标志,证实了通知相关性和智能手机习惯的趋同影响。总之,我们的研究结果表明,即使在没有明确的个人关联的情况下,现代数字线索也可以劫持注意力资源。他们强调,在评估无处不在的数字环境的认知成本时,需要考虑通知频率,而不仅仅是屏幕时间,并引发了对习惯性设备交互对注意力功能的长期影响的更广泛关注。
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引用次数: 0
Stimulated or saturated? Biometric analysis of augmented sport experiences among young adults: The role of hedonic innovativeness and repeated exposure 刺激型还是饱和型?年轻人增强运动体验的生物计量分析:享乐创新和重复暴露的作用
IF 8.9 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-02-05 DOI: 10.1016/j.chb.2026.108932
Yongjae Kim , Jin Woo Ahn
The rise of augmented reality (AR) in sport broadcasting represents a promising strategy to counter declining interest among young adult consumers, a demographic characterized by digital fluency yet reduced engagement with traditional sports. This study examines how exposure to AR-enhanced highlights influence young adult's cognitive, affective, behavioral responses, particularly in relation to hedonic innovativeness, sport involvement, and repeated exposure. Two mixed-factorial experimental designs with 156 college students compare AR and non-AR NFL highlights, employing biometric measures (eye-tracking, galvanic skin response, facial expression analysis), self-reports, and Post-Experience Eye-Tracked Protocol (PEEP) interviews. Results show that AR heightened cognitive engagement by directing attention to digital overlays but did not directly enhance affective engagement or behavioral intention. Moderation analyses revealed that sport involvement increased AR's effect on affective engagement, while hedonic innovativeness predicted stronger behavioral intentions. Repeated-exposure analyses further showed clear habituation effects, with both affective and cognitive engagement declining across successive AR sequences, though hedonic innovators maintained relatively higher engagement levels. Heatmaps confirmed novelty decay, as visual attention shifted from AR graphics to core gameplay over time. Findings extend theories of consumer innovation and habituation while offering practical guidance for tailoring AR to young sport audiences.
增强现实(AR)在体育广播中的兴起代表了一种有希望的战略,可以应对年轻成年消费者兴趣下降的趋势,这一人群的特点是数字流畅,但对传统体育的参与度却有所降低。本研究探讨了暴露于ar增强亮点如何影响年轻人的认知、情感和行为反应,特别是与享乐创新、运动参与和重复暴露有关。两个混合因子实验设计采用生物特征测量(眼球追踪、皮肤电反应、面部表情分析)、自我报告和体验后眼球追踪协议(PEEP)访谈,对156名大学生进行了AR和非AR NFL亮点的比较。结果表明,AR通过将注意力引导到数字覆盖来提高认知参与,但没有直接提高情感参与或行为意图。适度分析显示,运动参与增加了AR对情感投入的影响,而享乐创新预测了更强的行为意图。重复暴露分析进一步显示了明显的习惯效应,在连续的AR序列中,情感和认知参与度都有所下降,尽管享乐创新者保持了相对较高的参与度。随着时间的推移,视觉注意力从AR图像转移到核心游戏玩法,热图证实了新鲜感的衰减。研究结果扩展了消费者创新和习惯的理论,同时为为年轻的体育观众量身定制AR提供了实践指导。
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引用次数: 0
Domain-general categorisation explains constrained cross-linguistic variation in noun classification 领域一般分类解释了名词分类中受约束的跨语言差异
IF 2.8 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-01-08 DOI: 10.1016/j.cognition.2025.106411
Ponrawee Prasertsom, Kenny Smith, Jennifer Culbertson
Languages appear limited in the range of concepts that are grammatically encoded. For example, person, number, and animacy distinctions are regularly found in e.g., grammatical agreement systems. But, despite their visual salience, colour distinctions are completely absent from such systems. Some have taken this to indicate domain-specific constraints on what can and cannot be part of grammars. Here, we test an alternative possibility, that domain-general cognitive capacities can explain these regularities. Using animacy- and colour-based agreement as our test cases, we show that a bias for animacy over colour indeed exists during learning of a miniature artificial agreement system. We then show that a parallel animacy-over-colour bias is found in a non-linguistic sorting task. Finally, we explore the cognitive roots of the animacy bias. Specifically, we ask whether it is driven by a domain-general categorisation principle favouring categorisation based on features that are highly predictive of other features. Using natural language corpus data, we find that animacy-based classification produces distinct and more compact categories, which are more easily learnable. We also find preliminary causal evidence for this explanation: when animacy is less predictive of other object features than colour, learners who notice this novel predictive structure learn animacy-based noun classes worse. Taken together, our results support the idea that domain-general principles may be responsible for the prevalence of certain semantic distinctions over others in grammar.
语言在语法编码的概念范围内似乎是有限的。例如,人称、数和动性的区别经常出现在语法一致系统中。但是,尽管它们在视觉上很突出,但在这种系统中完全没有颜色的区别。有些人将此作为特定于领域的约束,即哪些可以成为语法的一部分,哪些不可以。在这里,我们测试了另一种可能性,即领域一般认知能力可以解释这些规律。使用基于动画和颜色的协议作为我们的测试用例,我们表明在学习微型人工协议系统期间确实存在对动画的偏见。然后,我们证明了在非语言分类任务中发现了平行的动物-颜色偏好。最后,我们探讨了动物性偏见的认知根源。具体来说,我们询问它是否由一个领域一般分类原则驱动,该原则倾向于基于对其他特征具有高度预测性的特征进行分类。使用自然语言语料库数据,我们发现基于动物的分类产生了更清晰、更紧凑的类别,更容易学习。我们还为这一解释找到了初步的因果证据:当animacy对其他物体特征的预测能力不如对颜色的预测能力时,注意到这种新颖预测结构的学习者在学习基于animacy的名词类时表现得更差。综上所述,我们的研究结果支持领域通用原则可能是语法中某些语义差异盛行的原因。
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引用次数: 0
Dynamics of efficient ensemble coding 高效集成编码的动力学
IF 2.8 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-01-07 DOI: 10.1016/j.cognition.2025.106432
Long Ni, Alan A. Stocker
Ensemble coding creates compressed representations of a stimulus array. However, not all items in the array necessarily contribute equally to the ensemble code. For example, when discriminating the ensemble average against a reference, items whose feature values lie closer to the reference are typically weighted more strongly. We have recently shown that this inhomogeneous weighting can be explained as a form of efficient coding, by which the precision of the sensory representation is dynamically adapted according to the array’s overall statistics relative to a variable reference. However, the specific process underlying the formation of such a relative efficient ensemble code remains unknown. Here, we probed the dynamic interplay between the presentation of the ensemble and the reference stimuli. We found that the relative timing between the presentation of the reference and the stimulus ensemble has a strong effect on participants’ decision behavior. Model analysis showed that efficient ensemble coding is established only when reference and ensemble are simultaneously presented. It is much weaker when the ensemble preceded the reference, and is largely absent when the ensemble followed the reference. As captured by our model, reduced efficient ensemble coding coincides with decreased decision accuracy in those asynchronous conditions. Our results indicate that any temporal offset between the ensemble and reference stimuli substantially disrupts the dynamic reallocation of coding resource. This suggests that efficient ensemble coding is not the result of a preparatory attentional process nor is it due to evidence selection at the decision stage. Rather, it arises from a fast interaction between the simultaneously evoked, sensory representations of reference and ensemble stimuli.
集成编码创建刺激数组的压缩表示。然而,并不是数组中的所有项对集成代码的贡献都是相同的。例如,当根据参考区分集成平均值时,特征值更接近参考的项通常加权更强。我们最近表明,这种非均匀加权可以解释为一种有效的编码形式,通过这种编码,感官表征的精度根据数组相对于变量参考的总体统计动态调整。然而,形成这种相对有效的集成代码的具体过程仍然未知。在此,我们探讨了整体呈现与参考刺激之间的动态相互作用。研究发现,参考信息呈现与刺激集合呈现之间的相对时间对被试的决策行为有很强的影响。模型分析表明,只有同时提供参考和集成,才能建立有效的集成编码。当集合在参考之前时,它要弱得多,当集合在参考之后时,它基本上不存在。正如我们的模型所捕获的那样,在那些异步条件下,高效集成编码的降低与决策精度的降低是一致的。我们的研究结果表明,集合和参考刺激之间的任何时间偏移都会严重破坏编码资源的动态再分配。这表明,有效的集成编码不是一个准备注意过程的结果,也不是由于决策阶段的证据选择。相反,它产生于同时被唤起的参考和集合刺激的感官表征之间的快速相互作用。
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引用次数: 0
Attention control contributes to ensemble perception regardless of selection demands 无论选择需求如何,注意控制都有助于整体感知
IF 2.8 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2026-06-01 Epub Date: 2026-02-11 DOI: 10.1016/j.cognition.2026.106459
Isabel Gauthier, Conor J.R. Smithson
Ensemble perception refers to the ability to extract summary statistics (e.g., mean, variance) from groups of similar objects. In some ensemble perception tasks, participants must select specific items from a set before calculating a summary statistic (e.g., the average size of red circles among blue ones). It is generally assumed that this selection process does not alter the ability being measured. However, research in working memory suggests that introducing selection into tasks can shift the focus of what is measured—from working memory capacity to attention control. In this study, we examined whether selection alters ensemble perception's role in mean discrimination tasks using a latent variable approach. We found that ensemble perception and attention control are correlated at a construct level and that both contribute approximately equally to performance in mean discrimination tasks, irrespective of task format. We found no support for the idea that selective ensemble perception tasks are more strongly predicted by attention control than nonselective ensemble tasks.

Public significance statement

We find that ensemble perception—the ability to gauge collective properties of a group of objects—relies on attention control, even in tasks designed to measure ensemble perception alone. This suggests that when people assess group characteristics, like the average size or color of items, they also use mental resources to focus selectively on specific items. Understanding interactions between perception and attention could improve the design of tasks that measure cognitive abilities, helping researchers better distinguish between different types of mental skills.
集成感知是指从相似对象组中提取汇总统计(例如,均值、方差)的能力。在一些整体感知任务中,参与者必须在计算汇总统计(例如,蓝圈中红圈的平均大小)之前从一组中选择特定的项目。通常假定这种选择过程不会改变被测量的能力。然而,对工作记忆的研究表明,在任务中引入选择可以将测量的焦点从工作记忆容量转移到注意力控制上。在本研究中,我们使用潜在变量方法检验了选择是否会改变集合感知在平均辨别任务中的作用。我们发现,整体感知和注意控制在构念水平上是相关的,无论任务格式如何,两者对平均辨别任务的表现都有大致相同的贡献。我们没有发现选择性集成感知任务比非选择性集成任务更能被注意控制预测的观点。我们发现整体感知——衡量一组物体的集体属性的能力——依赖于注意力控制,即使是在单独测量整体感知的任务中也是如此。这表明,当人们评估群体特征时,比如物品的平均大小或颜色,他们也会利用心理资源选择性地关注特定的物品。理解感知和注意力之间的相互作用可以改进测试认知能力的任务设计,帮助研究人员更好地区分不同类型的心理技能。
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引用次数: 0
The more similar the better? Investigating the role of personality traits and personality similarity in student–teacher relationships in upper elementary schools 越相似越好?探讨人格特质与人格相似性在小学高年级师生关系中的作用
IF 4.1 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-06-01 Epub Date: 2026-03-04 DOI: 10.1016/j.jsp.2025.101521
Qingqing Du , Marjolein Zee , Helma M.Y. Koomen , Debora L. Roorda
In the present study, we investigated the unique role of teachers' and students' personality traits as well as the personality (dis)similarity between personality traits of both partners in the affective quality of dyadic student–teacher relationships (i.e., closeness and conflict). To explore these associations, we used a Chinese sample of 4638 upper elementary students and their 104 class teachers who reported about their own personality traits and the quality of their mutual relationship. Using multilevel polynomial regression modeling with response surface analysis, we found that both students' and teachers' agreeableness, conscientiousness, and openness were generally positively associated with closeness and negatively associated with conflict. Neuroticism was found to be negatively associated with closeness and positively associated with conflict. In particular, for agreeableness and openness, these associations held true regardless of the informant (i.e., who reported about the levels of closeness and conflict). Regarding personality similarity, relationships were found to be closer and less conflictual when both relationship partners were similarly high in agreeableness, conscientiousness, and openness, and low in neuroticism, compared to when both teacher and student were similarly low in agreeableness, conscientiousness, and openness, and high in neuroticism. These results were evident both in student-reported and teacher-reported relationship quality. Regarding dissimilarity, we only found that a higher level of personality dissimilarity in openness was associated with less teacher-perceived conflict. Together, these findings provide a more comprehensive understanding of the role of personality traits and personality (dis)similarity in student–teacher relationships, and suggest that a focus on personality may be a promising avenue for understanding students' affective relationships with teachers.
在本研究中,我们探讨了教师和学生的人格特质在师生二元关系(即亲密和冲突)情感质量中的独特作用,以及双方人格特质之间的人格(非)相似性。为了探讨这些关联,我们使用了4638名高年级小学生及其104名班主任的中国样本,他们报告了自己的人格特征和相互关系的质量。运用多水平多项式回归模型结合反应面分析,我们发现师生的亲和性、严谨性和开放性与亲密度呈显著正相关,与冲突呈显著负相关。神经质被发现与亲密负相关,与冲突正相关。特别是,对于宜人性和开放性而言,这些关联无论被调查者是谁(即谁报告了亲密和冲突的程度)都是成立的。在人格相似性方面,当关系双方在随和性、尽责性和开放性方面都同样高,而在神经质方面都同样低时,与师生在随和性、尽责性和开放性方面都同样低,而在神经质方面都同样高时,关系被发现更紧密,冲突更少。这些结果在学生报告和教师报告的关系质量中都很明显。关于差异,我们只发现开放性的人格差异水平越高,教师感知的冲突越少。总之,这些发现提供了对人格特质和人格(非)相似性在师生关系中的作用的更全面的理解,并表明对人格的关注可能是理解学生与教师情感关系的一个有希望的途径。
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引用次数: 0
Shifts in critical thinking dispositions: A cross-temporal meta-analysis of mainland Chinese students, 2000–2025 批判性思维倾向的转变:2000-2025年中国大陆学生的跨时间元分析
IF 2.6 2区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-06-01 Epub Date: 2026-01-27 DOI: 10.1016/j.paid.2026.113681
Huiyong Fan , Shengli Guo , Jianzhong Xu
Critical thinking among mainland Chinese students has drawn widespread scholarly attention. However, how students' critical thinking dispositions evolved over time – and the factors influencing these changes – remains unclear. To address these gaps, we conducted a cross-temporal meta-analysis of 487 studies, comprising 681 independent samples and a total of 145,487 participants. The results revealed that: (a) the total dimension of critical thinking disposition, analyticity, systematicity, self-confidence, inquisitiveness, and maturity dimensions among mainland Chinese students declined significantly from 2000 to 2025; (b) the temporal effects on the truth-seeking and open-mindedness dimensions of critical thinking disposition are not significant; (c) annual college admission rates, time spent on mathematics homework, and time spent on English homework in a given year significantly negatively predicted the variances of critical thinking disposition in the same year. In contrast, the student–teacher ratio in the current year significantly and positively predicted the total score of critical thinking dispositions; (d) The student–teacher ratio and the educational expenditure (proportion of GDP) of five years prior significantly and positively predicted critical thinking dispositions. The theoretical and educational implications are discussed, along with directions for future research.
中国大陆学生的批判性思维已经引起了学术界的广泛关注。然而,学生的批判性思维倾向是如何随着时间的推移而演变的——以及影响这些变化的因素——仍然不清楚。为了解决这些差距,我们对487项研究进行了跨时间的荟萃分析,包括681个独立样本和145,487名参与者。结果表明:(a)中国大陆学生的批判性思维倾向、分析性、系统性、自信心、探究性和成熟度维度的总维度在2000 - 2025年间显著下降;(b)时间对批判性思维倾向的求真和开放维度的影响不显著;(c)年度大学录放率、数学作业时间、英语作业时间显著负向预测同年批判性思维倾向的方差。相反,当年师生比显著正向预测批判性思维倾向总分;(d)前五年的师生比例和教育支出(占GDP的比例)显著正向预测批判性思维倾向。讨论了理论和教育意义,以及未来的研究方向。
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