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 textbooksPersistent 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
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Tsai_Siegler_2026_Childrens_graph_comprehension_JNC_AAM.pdfAdobe PDF - 1.97MBMD5 : 0552643e843397a925e56fcafcf7c587Description: Accepted Manuscript
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There are no other versions of this object.
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Author(s) / Creator(s)Tsai, Evelyn Hsin-I
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Author(s) / Creator(s)Siegler, Robert S.
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PsychArchives acquisition timestamp2026-08-31T08:30:26Z
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Made available on2026-08-31T08:30:26Z
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Date of first publication2026-08-31
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Abstract / DescriptionCan 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
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Publication statusacceptedVersion
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Review statusreviewed
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CitationTsai, 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
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ISSN2363-8761
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/17778
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.22427
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Language of contenteng
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PublisherPsychArchives
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Is version ofhttps://doi.org/10.5964/jnc.21017
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Keyword(s)Graph comprehension
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Keyword(s)math learning
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Keyword(s)data visualization
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Keyword(s)textbooks
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Dewey Decimal Classification number(s)150
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TitleChildren’s graph comprehension before and after formal instruction [Author Accepted Manuscript]en
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DRO typearticle
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Journal titleJournal of Numerical Cognition
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Visible tag(s)PsychOpen GOLD
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Visible tag(s)Accepted Manuscript