Article Version of Record

Perceiving precedence: Order of operations errors are predicted by perception of equivalent expressions

Author(s) / Creator(s)

Bye, Jeffrey Kramer
Chan, Jenny Yun-Chen
Closser, Avery H.
Lee, Ji-Eun
Shaw, Stacy T.
Ottmar, Erin R.

Abstract / Description

Students often perform arithmetic using rigid problem-solving strategies that involve left-to-right-calculations. However, as students progress from arithmetic to algebra, entrenchment in rigid problem-solving strategies can negatively impact performance as students experience varied problem representations that sometimes conflict with the order of precedence (the order of operations). Research has shown that the syntactic structure of problems, and students’ perceptual processes, are involved in mathematics performance and developing fluency with precedence. We examined 837 U.S. middle schoolers’ propensity for precedence errors on six problems in an online mathematics game. We included an algebra knowledge assessment, math anxiety measure, and a perceptual math equivalence task measuring quick detection of equivalent expressions as predictors of students’ precedence errors. We found that students made more precedence errors when the leftmost operation was invalid (addition followed by multiplication). Individual difference analyses revealed that students varied in propensity for precedence errors, which was better predicted by students’ performance on the perceptual math equivalence task than by their algebra knowledge or math anxiety. Students’ performance on the perceptual task and interactive game provide rich insights into their real-time understanding of precedence and the role of perceptual processes in equation solving.

Keyword(s)

arithmetic precedence order of operations perceptual learning educational technology math equivalence individual differences

Persistent Identifier

Date of first publication

2024-12-04

Journal title

Journal of Numerical Cognition

Volume

10

Article number

Article e14103

Publisher

PsychOpen GOLD

Publication status

publishedVersion

Review status

peerReviewed

Is version of

Citation

Bye, J. K., Chan, J. Y., Closser, A. H., Lee, J., Shaw, S. T., & Ottmar, E. R. (2024). Perceiving precedence: Order of operations errors are predicted by perception of equivalent expressions. Journal of Numerical Cognition, 10, Article e14103. https://doi.org/10.5964/jnc.14103
  • Author(s) / Creator(s)
    Bye, Jeffrey Kramer
  • Author(s) / Creator(s)
    Chan, Jenny Yun-Chen
  • Author(s) / Creator(s)
    Closser, Avery H.
  • Author(s) / Creator(s)
    Lee, Ji-Eun
  • Author(s) / Creator(s)
    Shaw, Stacy T.
  • Author(s) / Creator(s)
    Ottmar, Erin R.
  • PsychArchives acquisition timestamp
    2025-04-25T11:32:52Z
  • Made available on
    2025-04-25T11:32:52Z
  • Date of first publication
    2024-12-04
  • Abstract / Description
    Students often perform arithmetic using rigid problem-solving strategies that involve left-to-right-calculations. However, as students progress from arithmetic to algebra, entrenchment in rigid problem-solving strategies can negatively impact performance as students experience varied problem representations that sometimes conflict with the order of precedence (the order of operations). Research has shown that the syntactic structure of problems, and students’ perceptual processes, are involved in mathematics performance and developing fluency with precedence. We examined 837 U.S. middle schoolers’ propensity for precedence errors on six problems in an online mathematics game. We included an algebra knowledge assessment, math anxiety measure, and a perceptual math equivalence task measuring quick detection of equivalent expressions as predictors of students’ precedence errors. We found that students made more precedence errors when the leftmost operation was invalid (addition followed by multiplication). Individual difference analyses revealed that students varied in propensity for precedence errors, which was better predicted by students’ performance on the perceptual math equivalence task than by their algebra knowledge or math anxiety. Students’ performance on the perceptual task and interactive game provide rich insights into their real-time understanding of precedence and the role of perceptual processes in equation solving.
    en_US
  • Publication status
    publishedVersion
  • Review status
    peerReviewed
  • Citation
    Bye, J. K., Chan, J. Y., Closser, A. H., Lee, J., Shaw, S. T., & Ottmar, E. R. (2024). Perceiving precedence: Order of operations errors are predicted by perception of equivalent expressions. Journal of Numerical Cognition, 10, Article e14103. https://doi.org/10.5964/jnc.14103
  • ISSN
    2363-8761
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/11678
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.16266
  • Language of content
    eng
  • Publisher
    PsychOpen GOLD
  • Is version of
    https://doi.org/10.5964/jnc.14103
  • Is related to
    https://osf.io/jt27b
  • Is related to
    https://osf.io/hsn6y
  • Keyword(s)
    arithmetic
    en_US
  • Keyword(s)
    precedence
    en_US
  • Keyword(s)
    order of operations
    en_US
  • Keyword(s)
    perceptual learning
    en_US
  • Keyword(s)
    educational technology
    en_US
  • Keyword(s)
    math equivalence
    en_US
  • Keyword(s)
    individual differences
    en_US
  • Dewey Decimal Classification number(s)
    150
  • Title
    Perceiving precedence: Order of operations errors are predicted by perception of equivalent expressions
    en_US
  • DRO type
    article
  • Article number
    Article e14103
  • Journal title
    Journal of Numerical Cognition
  • Volume
    10
  • Visible tag(s)
    Version of Record