Article Accepted Manuscript

Children’s graph comprehension before and after formal instruction [Author Accepted Manuscript]

Author(s) / Creator(s)

Tsai, Evelyn Hsin-I
Siegler, Robert S.

Abstract / Description

Can children solve the most frequent type of graph comprehension problem in 5th to 8th grade textbooks before they receive formal instruction in graph comprehension? In Study 1, we analyzed all 1,091 graph problems in three major U.S. mathematics textbook series aimed at those grades. Simple problems, such as linking a data point on a graph to its coordinates, were most frequent in all grades. More difficult problems, such as determining slopes, were relatively rare, though they became somewhat more common in later grades. In Study 2, we tested whether middle school students (N = 85) more accurately solve types of graph problems that are more common in textbooks than types of problems that are less common in the textbooks; we found that they do. In Study 3, fourth graders (N = 42), who had not received formal graph instruction, proved highly accurate on the types of problems that remain very common even in 7th and 8th grade textbooks. These findings reveal a misalignment between textbook content and students’ prior knowledge, as well as a need for textbooks to place greater emphasis on more challenging graph comprehension problems.

Keyword(s)

Graph comprehension math learning data visualization textbooks

Persistent Identifier

Date of first publication

2026-08-31

Journal title

Journal of Numerical Cognition

Publisher

PsychArchives

Publication status

acceptedVersion

Review status

reviewed

Is version of

Citation

Tsai, E. H. I., & Siegler, R. S. (in press). Children’s graph comprehension before and after formal instruction [Author Accepted Manuscript]. Journal of Numerical Cognition. https://doi.org/10.23668/psycharchives.22427
  • Author(s) / Creator(s)
    Tsai, Evelyn Hsin-I
  • Author(s) / Creator(s)
    Siegler, Robert S.
  • PsychArchives acquisition timestamp
    2026-08-31T08:30:26Z
  • Made available on
    2026-08-31T08:30:26Z
  • Date of first publication
    2026-08-31
  • Abstract / Description
    Can children solve the most frequent type of graph comprehension problem in 5th to 8th grade textbooks before they receive formal instruction in graph comprehension? In Study 1, we analyzed all 1,091 graph problems in three major U.S. mathematics textbook series aimed at those grades. Simple problems, such as linking a data point on a graph to its coordinates, were most frequent in all grades. More difficult problems, such as determining slopes, were relatively rare, though they became somewhat more common in later grades. In Study 2, we tested whether middle school students (N = 85) more accurately solve types of graph problems that are more common in textbooks than types of problems that are less common in the textbooks; we found that they do. In Study 3, fourth graders (N = 42), who had not received formal graph instruction, proved highly accurate on the types of problems that remain very common even in 7th and 8th grade textbooks. These findings reveal a misalignment between textbook content and students’ prior knowledge, as well as a need for textbooks to place greater emphasis on more challenging graph comprehension problems.
    en
  • Publication status
    acceptedVersion
  • Review status
    reviewed
  • Citation
    Tsai, E. H. I., & Siegler, R. S. (in press). Children’s graph comprehension before and after formal instruction [Author Accepted Manuscript]. Journal of Numerical Cognition. https://doi.org/10.23668/psycharchives.22427
  • ISSN
    2363-8761
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/17778
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.22427
  • Language of content
    eng
  • Publisher
    PsychArchives
  • Is version of
    https://doi.org/10.5964/jnc.21017
  • Keyword(s)
    Graph comprehension
  • Keyword(s)
    math learning
  • Keyword(s)
    data visualization
  • Keyword(s)
    textbooks
  • Dewey Decimal Classification number(s)
    150
  • Title
    Children’s graph comprehension before and after formal instruction [Author Accepted Manuscript]
    en
  • DRO type
    article
  • Journal title
    Journal of Numerical Cognition
  • Visible tag(s)
    PsychOpen GOLD
  • Visible tag(s)
    Accepted Manuscript