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Journal of Intelligence, Volume 14, Issue 10

2026 October - 41 articles

Cover Story: Developmental research assumes development is ergodic: cross-sectional differences between children reveal individual change in time. Across four longitudinal studies, ages 4 to 20, we examined ergodicity in attention, working memory, reasoning, and cognizance. We found cognitive development neither globally ergodic nor random, being locally and temporarily structured but varying in time. Three generalities capture intelligence development: psychometric g, representing common organization attained; interval developmental generality, Δg, representing coordination of change connecting processes in a time window; and developmental momentum, gD, representing person-specific change efficiency preserved across age. An underlying core connecting the three g forms, SARA-C, enables searching, relating, and cognizing information, constantly upgrading environment–control interaction. View this paper
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Articles (41)

  • Article
  • Open Access
286 Views
33 Pages

Developing flexible thinking, generating alternative solution strategies, and producing original ideas are increasingly emphasized in mathematics education. This study examines the relationships among preservice elementary mathematics teachers’ probl...

(This article belongs to the Section Studies on Cognitive Processes)
  • Article
  • Open Access
373 Views
26 Pages

The rapid advancement of generative artificial intelligence (AI) is transforming human cognitive activities and creating a growing need to preserve cognitive autonomy in human–AI interactions. Although recent research has examined metacognition...

(This article belongs to the Section The Intersection of Human and Artificial Intelligence)
  • Article
  • Open Access
295 Views
18 Pages

Effects of Acute Aerobic Exercise on Sequentially Administered Cognitive Tasks Reflecting Working Memory Subcomponents and Heart Rate Variability

  • Melike Esentaş Deveci,
  • Dilan Futsi,
  • Cemal Faruk Rize,
  • Erdem Uylas and ,
  • Nurten Dinç and
  • Erkan Günay
  • + 1 author+ 0 author

Although acute aerobic exercise selectively influences specific subcomponents of working memory, whether such benefits transfer to a subsequent cognitive task engaging a different domain remains unclear. Forty-seven participants completed, in randomi...

(This article belongs to the Special Issue Exercise and Intelligence: Cognitive, Emotional, and Neural Mechanisms)
  • Review
  • Open Access
343 Views
39 Pages

Emotion Beyond Bias: Affective and Cultural Scaffolding in Self-Regulation and Metacognition

  • Alice Conti,
  • Alessandro Bortolotti,
  • Alessandro Crociata,
  • Maria Tartari and
  • Pier Luigi Sacco

Intelligent performance depends on how cognitive ability is deployed, and its deployment is regulated by metacognitive and affective processes. This theoretical article concerns regulated deployment, on which the gap between maximal and typical perfo...

(This article belongs to the Special Issue The Intelligent Mind in Action: Perspectives on Self-Regulation, Metacognition, and Emotion in Cognitive Performance)
  • Article
  • Open Access
397 Views
35 Pages

Thinking, Feeling, and Acting with Generative AI: Affective, Behavioral, and Cognitive Engagement and Perceived Human–AI Outcomes

  • Amir Mahmood,
  • Chaocheng Zhou,
  • Xiao Huang,
  • Nadia Rehman and ,
  • Misbah Shafait Abbasi and
  • Akpaasou Daniel Terver
  • + 1 author+ 0 author

Generative AI requires students not only to adopt technology but also to engage critically, behaviorally, cognitively, and emotionally with its outputs. This study develops and tests the AI Engagement ABC+ Model, a domain-specific adaptation of the a...

  • Article
  • Open Access
158 Views
27 Pages

Executive functions may contribute differently to early literacy, but it remains unclear whether their component-specific associations differ with respect to children’s existing reading knowledge and subsequent growth. This question is particul...

(This article belongs to the Special Issue Cognitive Foundations of Language Comprehension and Production)
  • Systematic Review
  • Open Access
212 Views
36 Pages

Emerging technologies are increasingly used to support intercultural learning, yet evidence on the distinct effects of artificial intelligence (AI), augmented reality (AR), and virtual reality (VR) remains limited. This systematic review and three-le...

  • Article
  • Open Access
236 Views
23 Pages

Digital assessments record item-visit durations and revisiting. These traces can reveal responses to task difficulty, but achievement associations do not establish stable person-level measures. We linked digitalPIRLS 2021 process, response, and achie...

  • Article
  • Open Access
254 Views
23 Pages

Self-efficacy is task-referenced, yet it is often treated as a single subject-level belief. Drawing on the specificity and correspondence principles of self-efficacy theory, this study asks whether learning experiences that more closely match a judge...

(This article belongs to the Special Issue Math Development and Cognitive Skills)
  • Article
  • Open Access
276 Views
20 Pages

Using adaptive intelligence as a theoretical lens, the study investigates how L2 motivational selves are associated with AI-IDLE engagement through psychological capital (PsyCap) and L2 grit and whether these indirect associations vary with AI litera...

(This article belongs to the Special Issue Informal Digital Language Learning as a Site for Activating and Developing Intelligence)
  • Article
  • Open Access
195 Views
18 Pages

Emotional word processing is shaped by lexical meaning and concurrent perceptual context. This study investigated when red and green color cues and symbolic upward and downward direction cues modulate the processing of positive and negative Chinese e...

(This article belongs to the Section Studies on Cognitive Processes)
  • Article
  • Open Access
289 Views
25 Pages

The development of generative artificial intelligence (GenAI) is expanding AI-mediated informal digital learning of English (AI-IDLE) from predominantly receptive and conversational activities to cognitively demanding productive tasks such as academi...

(This article belongs to the Special Issue Informal Digital Language Learning as a Site for Activating and Developing Intelligence)
  • Article
  • Open Access
159 Views
17 Pages

Progress on the intelligence–personality interface increasingly depends on studying the processes through which the two combine. One such process is whether intelligence buffers or amplifies personality expression under stress. Applied research...

  • Article
  • Open Access
293 Views
34 Pages

This study aimed to synthesize quantitative and qualitative evidence regarding the use of Geographic Information Systems (GIS) in social studies education through a mixed-methods meta-analysis that combines meta-analysis and meta-thematic analysis. A...

  • Article
  • Open Access
471 Views
25 Pages

Artificial intelligence (AI) is increasingly present in children’s lives, yet exposure does not necessarily lead to an accurate understanding of how AI works. This study examined whether a LEGO-based integrated STEM intervention could improve t...

(This article belongs to the Special Issue Advanced Research on Intelligence, Learning, and Technology: New Directions in Education)
  • Article
  • Open Access
208 Views
24 Pages

This study is the first to combine a strategy perspective with a typological approach to emotions to determine how disgust and fear influence arithmetic performance in children and adolescents. In Experiment 1, 10–11-year-old (N = 32) and 14&nd...

(This article belongs to the Special Issue Math Development and Cognitive Skills)
  • Article
  • Open Access
1 Citations
382 Views
30 Pages

Generative artificial intelligence (GenAI) allows university teachers to delegate cognitive work while deciding how students should engage with it. Using codebook thematic analysis, we examined multi-source accounts from 25 teachers recruited through...

(This article belongs to the Section The Intersection of Human and Artificial Intelligence)
  • Article
  • Open Access
299 Views
30 Pages

Differentiated Contributions of Executive Functions to Domain-Specific Numerical Precursors in Preschool Children

  • Davide Apicerni,
  • Paolo Stievano,
  • Giulia Brandi,
  • Lilian Zotti and ,
  • Sergio Melogno and
  • Lina Pezzuti
  • + 1 author+ 0 author

Executive functions (EFs) are well-established predictors of early mathematical development, yet whether distinct components contribute differentially to specific numerical precursors during the preschool years remains unclear. The present study exam...

(This article belongs to the Special Issue Math Development and Cognitive Skills)
  • Article
  • Open Access
338 Views
33 Pages

Digital problem-solving assessments provide process data that can reveal how students behave beyond final achievement. Previous research has shown substantial individual differences in problem-solving behavior. Academic resilience commonly refers to...

(This article belongs to the Section Contributions to the Measurement of Intelligence)
  • Article
  • Open Access
298 Views
23 Pages

Large-scale surveys often use cognitive test total scores to describe group differences, but the construct meaning of such scores depends on task content, administration, language experience, and opportunities to learn. The China Family Panel Studies...

  • Article
  • Open Access
323 Views
26 Pages

Learning Preference Profiles and Visual Narratives in Higher Education: Relevance to Human Intelligence Research

  • Sebastián David Bohórquez-Ponce,
  • Efraín de Jesús Hernández Buelvas,
  • Erika María López-López,
  • Osnamir Elias Bru-Cordero and
  • Cristian David Correa-Álvarez

University students differ in how they approach unfamiliar information, yet learning-style labels provide a weak basis for matching instruction to individuals. This study examined learning preference profiles and visual narratives in higher education...

(This article belongs to the Special Issue Metacognition and Self-Regulated Learning in Diverse Educational Contexts)
  • Article
  • Open Access
407 Views
41 Pages

As generative AI systems become more socially responsive, personalized, and perspective-aware, a central question is whether such features improve human–AI decision quality or simply make AI advice more influential. This study introduces the So...

(This article belongs to the Special Issue Social Cognition and Artificial Intelligence)
  • Hypothesis
  • Open Access
455 Views
40 Pages

Generative artificial intelligence can enhance the quality and visibility of advanced learners’ work while making it harder to determine what the resulting performance reveals about their independent competence. This theoretical paper develops...

(This article belongs to the Special Issue Reframing Human Intelligence in the Digital Age: Cognitive Development, Adaptive Functioning, and Sustainable Human Futures)
  • Article
  • Open Access
427 Views
33 Pages

Meta-Analyzing the Impacts of Social Robots on Children’s Social and Emotional Development over Two Decades

  • Kejun Zhang,
  • Zaipeng Zhang,
  • Wenjia Cui,
  • Zhen Gao and ,
  • Cixian Lv,
  • Taghreed Ali Alsudais and
  • Xinghua Wang
  • + 2 authors+ 0 author

Social robots are increasingly being integrated into school and home settings to support children’s development. However, their effectiveness in fostering children’s social and emotional learning (SEL) remains insufficiently understood. T...

(This article belongs to the Special Issue Advanced Research on Intelligence, Learning, and Technology: New Directions in Education)
  • Article
  • Open Access
286 Views
18 Pages

Understanding how professional experience shapes cognitive and neural resource allocation across different task demands is important for elucidating expert decision-making. This study examines whether professional experience influences behavioral per...

(This article belongs to the Special Issue Exercise and Intelligence: Cognitive, Emotional, and Neural Mechanisms)
  • Article
  • Open Access
425 Views
18 Pages

Scaling Language Models Show Diminishing Returns in Divergent Creativity

  • Yuemin Zhuo,
  • Song Tong,
  • Hongfei Du and
  • Kaiping Peng

Recent advances in language models have revealed emerging capabilities in generating novel associations and exploring conceptual spaces, which are central processes underlying divergent creativity. However, as language models continue to scale up, a...

(This article belongs to the Special Issue The Intersection of Creativity and Intelligence: Multidisciplinary Perspectives)
  • Systematic Review
  • Open Access
1,853 Views
37 Pages

Sex Differences in Piaget’s Water Level Tasks: A Systematic Review and Multiverse Meta-Analysis

  • Florence Dejardin,
  • Sandra Oberleiter,
  • Martin Voracek and
  • Jakob Pietschnig

Jean Piaget developed the water level tasks (WLTs) to investigate emerging Euclidean spatial concepts of horizontality invariance in children, expecting universal mastery by about age nine. However, it has been shown that even adults have difficultie...

(This article belongs to the Section Contributions to the Measurement of Intelligence)
  • Article
  • Open Access
420 Views
21 Pages

Attention Networks in Deaf Youth: A Cross-Sectional Study of Age-Related Patterns

  • Tongao Zeng,
  • Fuxiang Li,
  • Haifeng Lyu,
  • Ziyao Liu and ,
  • Hongli Xiao,
  • Bin Du,
  • Zhaoying He,
  • Fangfang Liu and
  • Han Zhu
  • + 4 authors+ 0 author

Attention plays a central role in intellectual development and social interaction. Attention may differ between deaf and hearing youth, but it remains unclear whether such differences reflect hearing status, language experience, age-related factors,...

(This article belongs to the Special Issue The Interplay Between Developmental Disabilities and Cognitive Development)
  • Article
  • Open Access
449 Views
18 Pages

Generative artificial intelligence (GenAI) literacy, encompassing the knowledge, skills, and attitudes for effective use, is becoming essential in education. However, its distinct associations with exploitative versus exploratory innovation and the r...

(This article belongs to the Special Issue Educational Practice That Shapes Intelligence Development)
  • Article
  • Open Access
292 Views
12 Pages

The Emotional Accuracy Test (EAT) assesses performance-based emotional understanding by comparing perceivers’ ratings with targets’ multidimensional self-reports. Prior research supports its convergent and construct validity; the present...

(This article belongs to the Section Social and Emotional Intelligence)
  • Article
  • Open Access
555 Views
28 Pages

Artificial intelligence (AI) is becoming increasingly integrated into people’s self-concepts, yet a psychometrically robust multi-item pictorial instrument for assessing the inclusion of AI in self (IAIS) is lacking. Drawing on self-expansion t...

(This article belongs to the Special Issue Perceiving Artificial Minds: Social Cognition in Human–AI Interaction)
  • Article
  • Open Access
359 Views
22 Pages

Essentialist and Nonessentialist Views of Cognitive Aging in Older Age: The Role of Working Memory, Cognitive Inhibition and Psychological Well-Being

  • Enrico Sella,
  • Elena Carbone,
  • Riccardo Domenicucci,
  • Diletta Signori and ,
  • Giorgio Arcara and
  • Erika Borella
  • + 1 author+ 0 author

Views of cognitive aging refer to how people think and believe about age-related cognitive changes with aging, including whether they perceive these age-related cognitive changes as fixed (essentialism of cognitive aging) or as potentially malleable...

  • Article
  • Open Access
622 Views
30 Pages

Math anxiety is robustly linked to lower success rates in mathematical tasks, yet its relation to metacognitive aspects, such as confidence and overconfidence, remains less well understood. Moreover, prior research often used tasks in which numerical...

(This article belongs to the Special Issue Metacognition and Self-Regulated Learning in Diverse Educational Contexts)
  • Systematic Review
  • Open Access
668 Views
41 Pages

Metacognition has informed research on second and foreign language (L2) learning for three decades, while AI tools have supported such learning for nearly as long. Yet, no review has examined how the field conceptualises and measures metacognition un...

(This article belongs to the Section Studies on Cognitive Processes)
  • Article
  • Open Access
2,550 Views
36 Pages

Beyond Structure and Change: Ergodicity and the Dynamic Organization of Intellectual Development

  • Andreas Demetriou,
  • George Spanoudis,
  • Elena Kazali,
  • Nikolaos Makris and ,
  • Smaragda Kazi,
  • Alexandra Karousou,
  • Dimitra Economacou,
  • Tryfonas Bikos and
  • Antigoni Mouyi
  • + 4 authors+ 0 author

In developmental research, it is assumed that development is ergodic, i.e., differences between children reveal how individuals change over time. Across four longitudinal studies, we examined ergodicity across cognitive systems—including attent...

(This article belongs to the Special Issue Cognitive Abilities Testing and Assessments: Neurocognitive and Psychometric Perspectives)
  • Article
  • Open Access
464 Views
33 Pages

Opening the Window of the Mind: Do Large Language Models Possess Human-Like Visual Attention?

  • Houji Jin,
  • Ganyu Gui,
  • Ziyi Wang,
  • Zhicheng Cai and ,
  • Zhijie Tang,
  • Jiayi Zhang,
  • Jian Wang and
  • Huanghao Feng
  • + 3 authors+ 0 author

When people read a spatial description, their eyes move through empty space as if the described scene were present, a signature of imagery-driven attention documented by Spivey and Geng. Language models have no eyes, but they are routinely credited w...

(This article belongs to the Special Issue Analysing Student Cognition and Emotions Using AI)
  • Hypothesis
  • Open Access
425 Views
20 Pages

A Pedagogical-Interindividual Model of Situated Critical Thinking in Higher Education

  • Maritza Palma-Luengo,
  • Carlos Ossa-Cornejo,
  • Nelly Lagos-San Martín and
  • Sofía Carrasco Palma

Critical thinking is an essential competency in higher education, particularly in contexts characterized by complexity, uncertainty, information overload, and technological transformation. However, various models explain critical thinking primarily f...

(This article belongs to the Special Issue The Intelligent Mind in Action: Perspectives on Self-Regulation, Metacognition, and Emotion in Cognitive Performance)
  • Article
  • Open Access
583 Views
27 Pages

Generative artificial intelligence (GenAI) accelerates programming, but its educational value depends on whether students check generated code before accepting it. This concurrent mixed-methods study examined which beliefs accompany such checking amo...

(This article belongs to the Special Issue Critical Thinking, Education, and Artificial Intelligence: Rethinking Learning, Assessment, and Academic Integrity)
  • Article
  • Open Access
360 Views
16 Pages

29 September 2026

This study examined the formation and regulation of cognitive dissonance among 30 undergraduates majoring in English, Chinese, Japanese, Thai, and Vietnamese through semi-structured interviews and grounded theory analysis. The findings identified Cog...

(This article belongs to the Special Issue Analysing Student Cognition and Emotions Using AI)
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J. Intell. - ISSN 2079-3200