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Do different types of school mathematics development depend on different constellations of numerical versus general cognitive abilities?
Open accessAbstract
The purpose of this study was to examine the interplay between basic numerical cognition and domain-general abilities (such as working memory) in explaining school mathematics learning. First graders (N = 280; mean age = 5.77 years) were assessed on 2 types of basic numerical cognition, 8 domain-general abilities, procedural calculations, and word problems in fall and then reassessed on procedural calculations and word problems in spring. Development was indexed by latent change scores, and the interplay between numerical and domain-general abilities was analyzed by multiple regression. Results suggest that the development of different types of formal school mathematics depends on different constellations of numerical versus general cognitive abilities. When controlling for 8 domain-general abilities, both aspects of basic numerical cognition were uniquely predictive of procedural calculations and word problems development. Yet, for procedural calculations development, the additional amount of variance explained by the set of domain-general abilities was not significant, and only counting span was uniquely predictive. By contrast, for word problems development, the set of domain-general abilities did provide additional explanatory value, accounting for about the same amount of variance as the basic numerical cognition variables. Language, attentive behavior, nonverbal problem solving, and listening span were uniquely predictive.
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Metadata
- Authors
- Fuchs, L. S., Geary, D. C., Compton, D. L., Fuchs, D., Hamlett, C. L., Seethaler, P. M., Bryant, J. D., & Schatschneider, C.
- Affiliations
- Vanderbilt University (US)
- University of Missouri (US)
- Florida State University (US)
- Venue
- Developmental Psychology
- Published
- 2010
- Volume
- 46
- Issue
- 6
- Pages
- 1731-1746
- ISSN
- 0012-1649 (ISSN-L)
- 1939-0599
- PMC
- PMC2976828
- OpenAlex
- W2073673049
- Cited by
- 263
- References
- 99
- Citations by year
- 2026: 8 · 2025: 15 · 2024: 18 · 2023: 19 · 2022: 10 · 2021: 10 · 2020: 13 · 2019: 22 · 2018: 20 · 2017: 23 · 2016: 32 · 2015: 18 · 2014: 15 · 2013: 18 · 2012: 15
- FWCI
- 11.19
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Developmental Psychology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01 HD053714; R37 HD045914; HD15052)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Cognitive and developmental aspects of mathematical skills
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Education › Mathematics Education and Pedagogy
- Keywords
- numerical cognition, domain-general abilities, working memory, listening span, word problem solving, first grade students, early arithmetic, language
- MeSH terms
- Achievement, Aptitude, Attention, Child, Child Development, Child, Preschool, Cognition, Female, Generalization, Psychological, Humans, Individuality, Language Development, Male, Mathematics, Memory, Short-Term, Problem Solving, Prospective Studies, Models, Educational, Comprehension
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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