Evidence map›Paper›PMID 37931003›Full record

ArticlePloS one2023

Higher level domain specific skills in mathematics; The relationship between algebra, geometry, executive function skills and mathematics achievement.

Jayne Spiller, Sarah Clayton, Lucy Cragg, Samantha Johnson, Victoria Simms, Camilla Gilmore

Abstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jayne SpillerCentre for Mathematical Cognition, Loughborough University, Loughborough, United Kingdom.ORCID 0000-0001-5131-8869
Sarah ClaytonDepartment of Health Sciences, University of Leicester, Leicester, United Kingdom.
Lucy CraggSchool of Psychology, University of Nottingham, Nottingham, United Kingdom.ORCID 0000-0001-7523-0204
Samantha JohnsonDepartment of Health Sciences, University of Leicester, Leicester, United Kingdom.
Victoria SimmsSchool of Psychology, Ulster University, Coleraine, United Kingdom.
Camilla GilmoreCentre for Mathematical Cognition, Loughborough University, Loughborough, United Kingdom.ORCID 0000-0002-5879-2683

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Algebra and geometry are important components of mathematics that are often considered gatekeepers for future success. However, most studies that have researched the cognitive skills required for success in mathematics have only considered the domain of arithmetic. We extended models of mathematical skills to consider how executive function skills play both a direct role in secondary-school-level mathematical achievement as well as an indirect role via algebra and geometry, alongside arithmetic. We found that verbal and visuospatial working memory were indirectly associated with mathematical achievement via number fact knowledge, calculation skills, algebra and geometry. Inhibition was also indirectly associated with mathematical achievement via number fact knowledge and calculation skills. These findings highlight that there are multiple mechanisms by which executive function skills may be involved in mathematics outcomes. Therefore, using specific measures of mathematical processes as well as context-rich assessments of mathematical achievement is important to understand these mechanisms.

Indexed as

Academic SuccessExecutive FunctionInhibition, PsychologicalMathematicsMemory, Short-Term

Identifiers

PMID37931003
PMCPMC10627446

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.