Article Version of Record

Eye gaze patterns reflect how young fraction learners approach numerical comparisons

Author(s) / Creator(s)

Miller Singley, Alison T.
Crawford, Jeffrey Lynn
Bunge, Silvia A.

Abstract / Description

Learning fractions is notoriously difficult, yet critically important to mathematical and general academic achievement. Eye-tracking studies are beginning to characterize the strategies that adults use when comparing fractions, but we know relatively little about the strategies used by children. We used eye-tracking to analyze how novice children and mathematically-proficient adults approached a well-studied fraction comparison paradigm. Specifically, eye-tracking can provide insights into the nature of differences: whether they are quantitative—reflecting differences in efficiency—or qualitative—reflecting a fundamentally different approach. We found that children who had acquired the basic fraction rules made more eye movements than did either adults or less proficient children, suggesting a thorough but inefficient problem solving approach. Additionally, correct responses were associated with normative gaze patterns, regardless of age or proficiency levels. However, children paid more attention to irrelevant numerical relationships on conditions that were conceptually difficult. An exploratory analysis points to the possibility that children on the verge of making a conceptual leap attend to the relevant relationships even when they respond incorrectly. These findings indicate the potential of eye-tracking methodology to better characterize the behavior associated with different levels of fraction proficiency, as well as to provide insights for educators regarding how to best support novices at different levels of conceptual development.

Keyword(s)

eye-tracking math fractions learning cognitive development

Persistent Identifier

Date of first publication

2020-06-15

Journal title

Journal of Numerical Cognition

Volume

6

Issue

1

Page numbers

83–107

Publisher

PsychOpen GOLD

Publication status

publishedVersion

Review status

peerReviewed

Is version of

Citation

Miller Singley, A. T., Crawford, J. L., & Bunge, S. A. (2020). Eye gaze patterns reflect how young fraction learners approach numerical comparisons. Journal of Numerical Cognition, 6(1), 83-107. https://doi.org/10.5964/jnc.v6i1.119
  • Author(s) / Creator(s)
    Miller Singley, Alison T.
  • Author(s) / Creator(s)
    Crawford, Jeffrey Lynn
  • Author(s) / Creator(s)
    Bunge, Silvia A.
  • PsychArchives acquisition timestamp
    2022-04-14T11:21:42Z
  • Made available on
    2022-04-14T11:21:42Z
  • Date of first publication
    2020-06-15
  • Abstract / Description
    Learning fractions is notoriously difficult, yet critically important to mathematical and general academic achievement. Eye-tracking studies are beginning to characterize the strategies that adults use when comparing fractions, but we know relatively little about the strategies used by children. We used eye-tracking to analyze how novice children and mathematically-proficient adults approached a well-studied fraction comparison paradigm. Specifically, eye-tracking can provide insights into the nature of differences: whether they are quantitative—reflecting differences in efficiency—or qualitative—reflecting a fundamentally different approach. We found that children who had acquired the basic fraction rules made more eye movements than did either adults or less proficient children, suggesting a thorough but inefficient problem solving approach. Additionally, correct responses were associated with normative gaze patterns, regardless of age or proficiency levels. However, children paid more attention to irrelevant numerical relationships on conditions that were conceptually difficult. An exploratory analysis points to the possibility that children on the verge of making a conceptual leap attend to the relevant relationships even when they respond incorrectly. These findings indicate the potential of eye-tracking methodology to better characterize the behavior associated with different levels of fraction proficiency, as well as to provide insights for educators regarding how to best support novices at different levels of conceptual development.
    en_US
  • Publication status
    publishedVersion
  • Review status
    peerReviewed
  • Citation
    Miller Singley, A. T., Crawford, J. L., & Bunge, S. A. (2020). Eye gaze patterns reflect how young fraction learners approach numerical comparisons. Journal of Numerical Cognition, 6(1), 83-107. https://doi.org/10.5964/jnc.v6i1.119
    en_US
  • ISSN
    2363-8761
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/5469
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.6073
  • Language of content
    eng
  • Publisher
    PsychOpen GOLD
  • Is version of
    https://doi.org/10.5964/jnc.v6i1.119
  • Is related to
    https://doi.org/10.23668/psycharchives.2720
  • Is related to
    https://doi.org/10.23668/psycharchives.2721
  • Keyword(s)
    eye-tracking
    en_US
  • Keyword(s)
    math
    en_US
  • Keyword(s)
    fractions
    en_US
  • Keyword(s)
    learning
    en_US
  • Keyword(s)
    cognitive development
    en_US
  • Dewey Decimal Classification number(s)
    150
  • Title
    Eye gaze patterns reflect how young fraction learners approach numerical comparisons
    en_US
  • DRO type
    article
  • Issue
    1
  • Journal title
    Journal of Numerical Cognition
  • Page numbers
    83–107
  • Volume
    6
  • Visible tag(s)
    Version of Record
    en_US