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The relationship between number line estimation and mathematical reasoning : a quantile regression approach
Ruiz, Carola Kohnen, Saskia Regina Bull, Rebecca
Ruiz, Carola
Kohnen, Saskia Regina
Bull, Rebecca
Abstract
Number line estimation has been found to be strongly related to mathematical reasoning concurrently and longitudinally. However, the relationship between number line estimation and mathematical reasoning might differ according to children’s level of performance. This study investigates whether findings from previous studies that show number line estimation significantly predicting mathematical reasoning replicate, and whether this relationship holds across several points of the mathematical reasoning distribution. Participants include 324 Singaporean children (162 girls, Mage = 74.1 months, SDage = 4.0) in their second year of kindergarten who were assessed on the number line estimation task (0–10 and 0–100) and mathematical reasoning skills. The results replicate previous findings showing that higher accuracy on the number line estimation task is predictive of higher mathematical reasoning, for both the 0–10 and 0–100 number line. Quantile regressions show that performance on the number line task similarly predict mathematical reasoning across the performance distribution. Possible differences between the 0–10 and 0–100 number line’s predictive capacity are discussed.
Keywords
Quantile regression, Number line, Numeracy, Mathematics, Mathematical reasoning
Date
2024
Type
Journal article
Journal
Book
Volume
39
Issue
2
Page Range
581-606
Article Number
ACU Department
Faculty of Education and Arts
Collections
Relation URI
Event URL
Open Access Status
Open access
License
File Access
Open
Open
Open
Notes
© The Author(s) 2023
This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.