Taking another look at intelligence and personality using an eye-tracking approach

L Bardach, A Schumacher, U Trautwein… - npj Science of …, 2024 - nature.com
Intelligence and personality are both key drivers of learning. This study extends prior
research on intelligence and personality by adopting a behavioral-process-related eye …

Executive functions and divergent thinking in young adults: Evidence from individual differences and cognitive training studies

M Liang, L Yao, W Wei, K Schweizer, X Ren… - Thinking Skills and …, 2024 - Elsevier
The interplay between executive functions and divergent thinking remains a debated
question in creativity research. To address this issue, two studies were conducted from …

Using a multi-strategy eye-tracking psychometric model to measure intelligence and identify cognitive strategy in Raven's advanced progressive matrices

Y Liu, P Zhan, Y Fu, Q Chen, K Man, Y Luo - Intelligence, 2023 - Elsevier
Previous studies have found that participants use two cognitive strategies—constructive
matching and response elimination—in responding to items in the Raven's Advanced …

Using a deep learning-based visual computational model to identify cognitive strategies in matrix reasoning

Z Wang, Y Liu, P Zhan - Journal of Educational and …, 2024 - journals.sagepub.com
Constructive matching and response elimination strategies are two primarily used cognitive
strategies in Raven's Advanced Progressive Matrices (APM), a valid measurement …

Development of reasoning performance in Raven's matrices is grounded in the development of effective strategy use.

C Gonthier, K Harma… - Journal of Experimental …, 2024 - psycnet.apa.org
Performance in reasoning tasks such as Raven's matrices experiences a dramatic increase
over cognitive development, but the mechanisms responsible for this increase are unknown …

Responses to Raven matrices: Governed by visual complexity and centrality

JCF de Winter, D Dodou, YB Eisma - Perception, 2023 - journals.sagepub.com
Raven matrices are widely considered a pure test of cognitive abilities. Previous research
has examined the extent to which cognitive strategies are predictive of the number of correct …

[PDF][PDF] Eye-Tracking-Based Hidden Markov Modeling for Revealing within-Item Cognitive Strategy Switching

Z Wang, P Zhan, P Zhan - PsyAr**v.[Google Scholar], 2024 - researchgate.net
Identifying cognitive strategies in problem-solving helps researchers understand advanced
cognitive processes and the contexts in which each strategy is applicable. Current methods …

Personality Traits and Family SES Moderate the Relationship between Media Multitasking and Reasoning Performance

Y Ma, J Yin, H Xuan, X Ren, J He, T Wang - Journal of Intelligence, 2024 - mdpi.com
The prevalence of media multitasking has raised concerns regarding its potential impact on
cognitive abilities. Despite increasing attention given to this topic, there remains no …

Testing Replicability and Generalizability of the Time on Task Effect

RJ Krämer, M Koch, J Levacher, F Schmitz - Journal of Intelligence, 2023 - mdpi.com
The time on task (ToT) effect describes the relationship of the time spent on a cognitive task
and the probability of successful task completion. The effect has been shown to vary in size …

[HTML][HTML] Exploring Critical Eye-Tracking Metrics for Identifying Cognitive Strategies in Raven's Advanced Progressive Matrices: A Data-Driven Perspective

Y Liu, K He, K Man, P Zhan - Journal of Intelligence, 2025 - mdpi.com
The present study utilized a recursive feature elimination approach in conjunction with a
random forest algorithm to assess the efficacy of various features in predicting cognitive …