ReviewPsychological research2016
Insights into numerical cognition: considering eye-fixations in number processing and arithmetic.
Review in Psychological research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Why do self-referent cues facilitate mathematical word problem-solving? Insights from eye tracking.PloS one · 2026Article
- Looking into the Calculating Mind: Evidence About Arithmetic from Eye-Tracking Studies.Behavioral sciences (Basel, Switzerland) · 2025Review
- Robust Camera-Based Eye-Tracking Method Allowing Head Movements and Its Application in User Experience Research.Journal of eye movement research · 2025Article
- Estimation of factorial expressions and its improvement through calibration: A replication and extension of Tversky and Kahneman (1973).Memory & cognition · 2025Article
- Impaired visual attention and numerical processing in children with anisometropic amblyopia and after visual acuity recovery.Scientific reports · 2024Article
- Cognitive control in number processing: new evidence from number compatibility effects in task-switching.Cognitive processing · 2022Article
- Small number enumeration processes of deaf or hard-of-hearing students: A study using eye tracking and artificial intelligence.Frontiers in psychology · 2022Article
- A Machine Learning Approach for the Automatic Estimation of Fixation-Time Data Signals' Quality.Sensors (Basel, Switzerland) · 2020Article
- How does number magnitude influence temporal and spatial parameters of eye movements?Experimental brain research · 2020Article
- Time dependency of the SNARC effect for different number formats: evidence from saccadic responses.Psychological research · 2019Article
- Spontaneous Cognition and Epistemic Agency in the Cognitive Niche.Frontiers in psychology · 2018Article
- Connecting With Fundamental Mathematical Knowledge Directly: The Organizational Features of Good Mathematical Cognitive Structure.Frontiers in psychology · 2018Article
- Exploring the numerical mind by eye-tracking: a special issue.Psychological research · 2016Article
- Operational momentum and size ordering in preverbal infants.Psychological research · 2016Article
- Ocular drift along the mental number line.Psychological research · 2016Article
- Counting is a spatial process: evidence from eye movements.Psychological research · 2016Article
- Number line estimation strategies in children with mathematical learning difficulties measured by eye tracking.Psychological research · 2016Article
- Processing multi-digit numbers: a translingual eye-tracking study.Psychological research · 2016Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Considering eye-fixation behavior is standard in reading research to investigate underlying cognitive processes. However, in numerical cognition research eye-tracking is used less often and less systematically. Nevertheless, we identified over 40 studies on this topic from the last 40 years with an increase of eye-tracking studies on numerical cognition during the last decade. Here, we review and discuss these empirical studies to evaluate the added value of eye-tracking for the investigation of number processing. Our literature review revealed that the way eye-fixation behavior is considered in numerical cognition research ranges from investigating basic perceptual aspects of processing non-symbolic and symbolic numbers, over assessing the common representational space of numbers and space, to evaluating the influence of characteristics of the base-10 place-value structure of Arabic numbers and executive control on number processing. Apart from basic results such as reading times of numbers increasing with their magnitude, studies revealed that number processing can influence domain-general processes such as attention shifting-but also the other way round. Domain-general processes such as cognitive control were found to affect number processing. In summary, eye-fixation behavior allows for new insights into both domain-specific and domain-general processes involved in number processing. Based thereon, a processing model of the temporal dynamics of numerical cognition is postulated, which distinguishes an early stage of stimulus-driven bottom-up processing from later more top-down controlled stages. Furthermore, perspectives for eye-tracking research in numerical cognition are discussed to emphasize the potential of this methodology for advancing our understanding of numerical cognition.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.