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Journal of Intelligence, Volume 13, Issue 10

October 2025 - 10 articles

Cover Story: Our study introduces a comprehensive spatial reasoning assessment, integrating mental rotation, object assembly, and isometric perspective tasks within a higher-order cognitive diagnostic model (HO-LLM). The model reveals general spatial ability alongside multiple specific spatial attributes. Grounded in distinct CHC-based frameworks, the findings identify critical attributes: mental rotation (Linn and Lakin models), mental transformation (Hegarty model), and dynamic spatial processing (Uttal model). To enhance diagnostic utility, we present a novel visualization tool—the Ability–Mastery Alignment Plot (AMAP)—which reveals that students with high overall spatial ability may still lack mastery in specific subskills, supporting more precise and theory-driven interpretations. View this paper
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Articles (10)

  • Review
  • Open Access
1,056 Views
13 Pages

This is a review of recent findings about the role of non-cognitive variables in predicting academic achievement. Many indices considered up until now, including the Big Five personality measures, have low predictability. This has been supported by t...

  • Article
  • Open Access
992 Views
28 Pages

We aimed to explore the effects of hands-on STEM training on teachers’ attitudes toward STEM, their self-efficacy in implementing STEM methodologies, and their problem-solving skills. Additionally, we explored teachers’ professional compe...

  • Article
  • Open Access
1,930 Views
17 Pages

The Reassuring Absence of Acute Stress Effects on IQ Test Performance

  • Osman Akan,
  • Mustafa Yildirim and
  • Oliver T. Wolf

Acute stress impairs executive functions, and these higher-order cognitive processes are often positively associated with intelligence. Even though intelligence is generally stable over time, performance in an intelligence test can be influenced by a...

  • Article
  • Open Access
2,380 Views
26 Pages

Amid the rise of the knowledge economy, accelerated informatization, and the emergence of artificial intelligence, Philosophy for Children (P4C) has been promoted as an effective educational project to enhance children’s cognitive development,...

  • Article
  • Open Access
1,135 Views
35 Pages

Scientific Impact and Its Role in Scientific Reasoning

  • Robert J. Sternberg,
  • Alexandra Moravek,
  • Tamara M. Vaz and
  • Riley Mack Schneider

We tested 75 participants in a selective university near the East Coast of the United States for their skills in scientific reasoning. We used scientific reasoning assessments for Generating Hypotheses, Generating Experiments, and Drawing Conclusions...

  • Article
  • Open Access
935 Views
17 Pages

Informal Mathematical Thinking: Invariance of the Role of Domain-General and Domain-Specific Precursors in Spain and Chile

  • Gamal Cerda,
  • Carlos Pérez,
  • Eugenio Chandía,
  • Estíbaliz Aragón and
  • José I. Navarro

This study examines how domain-general (processing speed and receptive vocabulary) and domain-specific (symbolic and non-symbolic comparison) cognitive skills contribute to early informal mathematical thinking in preschoolers. The aim was to assess t...

  • Article
  • Open Access
1,083 Views
20 Pages

Assessing Comprehensive Spatial Ability and Specific Attributes Through Higher-Order LLM

  • Jujia Li,
  • Kaiwen Man,
  • Mehdi Rajeb,
  • Andrew Krist and
  • Joni M. Lakin

Spatial reasoning ability plays a critical role in predicting academic outcomes, particularly in STEM (science, technology, engineering, and mathematics) education. According to the Cattell–Horn–Carroll (CHC) theory of human intelligence,...

  • Article
  • Open Access
3,986 Views
28 Pages

The purpose of the current study is to determine the effect of the differentiated instruction approach on 3rd-grade primary school students’ academic achievement (N = 45) in the “Electrical Devices and Tools” unit and to explore the...

  • Article
  • Open Access
2,074 Views
20 Pages

The Interplay of Vocabulary, Working Memory, and Math Anxiety in Predicting Early Math Performance

  • Roberto A. Ferreira,
  • Cristina Rodríguez,
  • Bárbara Guzmán,
  • Felipe Sepúlveda and
  • Christian Peake

29 September 2025

Mathematical performance in early education is influenced by a complex interplay of cognitive and affective factors, including language skills, working memory, and anxiety. This study investigated whether working memory and math anxiety, in both expl...

  • Article
  • Open Access
571 Views
18 Pages

25 September 2025

The first-order false belief (FB) test is frequently employed to assess theory of mind (ToM); however, it faces substantial criticism regarding its inadequacies. Critics argue that the responses remain binary and are influenced by the presence and lo...

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J. Intell. - ISSN 2079-3200