The best math-predicting model is specific to mathematics; reading requires a different model¶
Claim · All claims
Evidence · 1 study · associationalr2·q3
Currency · newest study 2014 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q3 i? When the best math model predicted reading, only Phonological Decoding and WISC Vocabulary were significant, with other predictors negligible. → Szűcs Dénes 2014
Evidence¶
Szűcs Dénes 2014¶
Szűcs Dénes, Devine Amy, Soltesz Fruzsina, Nobes Alison, Gabriel Florence. (2014). Cognitive components of a mathematical processing network in 9-year-old children. Developmental Science. https://doi.org/10.1111/desc.12144
q3 · i? · associational · r2
Specificity test applying the best math model (Figure 2C) to the Hodder Group Reading Test in the same sample (N = 98; R2 = 0.39; F = 9.57; p < .0001); only phonological decoding and verbal IQ predicted reading.
"only Phonological Decoding (β = 0.424; p < .0001) and WISC Vocabulary (β = 0.23; p = .017) were significant individual predictors. Other variables showed negligible β values"
Discussion¶
Related Claims¶
- Phonological decoding, verbal knowledge, visuo-spatial STM/WM, spatial orientation and trail-making performance are robust simultaneous predictors of math in 9-year-olds — related
- Oral language measures of syntax, listening comprehension, and oral vocabulary do not predict which English learners will struggle with learning to read — related
- IQ and working memory are reliable predictors of academic achievement at the beginning of school when domain knowledge is not controlled — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
math-model-specificity-reading |
title |
The best math-predicting model is specific to mathematics; reading requires a different model |
description |
The best math-predicting model is specific to mathematics; reading requires a different model |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2014 |
generated |
by process:wiki-ingest on 2026-10-17 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — szűcs-dénes-2014 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.