Numerosity comparison accuracy is ratio-dependent across grades three to five¶
Claim · All claims
Evidence · 1 study · associationalr2·q3
Currency · newest study 2015 · 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? Accuracy on the numerosity comparison test increased with the ratio between the larger and smaller dot arrays for each grade. → Zhou X 2015
Evidence¶
Zhou X 2015¶
Zhou X, Wei W, Zhang Y, Cui J, and Chen C (2015) Visual perception can account for the close relation between numerosity processing and computational fluency. Front. Psychol. 6:1364. https://doi.org/10.3389/fpsyg.2015.01364
q3 · i? · associational · r2
Correlational analysis of numerosity comparison accuracy across six ratio types showed ratio dependence for all three grades, with r(6) = 0.94 (third), r(6) = 0.90 (fourth), and r(6) = 0.92 (fifth). The article reports "the larger the ratio was between the larger and the smaller dot arrays, the higher the accuracy was."
"The accuracy on the numerosity comparison test was ratio-dependent (see Figure 2), that is, the larger the ratio was between the larger and the smaller dot arrays, the higher the accuracy was, r(6) = 0.94, p < 0.01 for third grade, r(6) = 0.90, p < 0.05 for fourth grade, and r(6) = 0.92, p < 0.01 for fifth grade."
Discussion¶
Related Claims¶
- Behavioral nonsymbolic numerosity acuity (RT and accuracy ratio effects) does not reliably predict formal math achievement in typical to high-achieving participants aged 6 to 34 — related
- Figure-matching ability accounts for the association between numerosity processing and computational fluency in third- to fifth-grade children — related
- Neither numerosity processing nor figure matching predicts general mathematical achievement — related
- Preschoolers' ANS task performance follows Weber's Law: accuracy decreases as numerical ratio approaches equality, and improves with age over six months — possibly the same claim (merge candidate)
- Response times in number comparison show group, notation, and ratio main effects, with a larger ratio effect for dot arrays than Arabic numerals — related
- In a number comparison task, adults outperform 6- to 7-year-old children in accuracy, Arabic numerals are easier than dot arrays, and easy 0.5 ratios are easier than difficult 0.8 ratios — related
- The numerical ratio effect in BOLD activity appears in superior parietal cortex in adults but in inferior frontal gyrus, precentral gyrus, and thalamus in children, with no group-level parietal ratio effect in children — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
numerosity-accuracy-ratio-dependent-grades-3-5 |
title |
Numerosity comparison accuracy is ratio-dependent across grades three to five |
description |
Numerosity comparison accuracy is ratio-dependent across grades three to five |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2015 |
generated |
by process:wiki-ingest on 2026-10-17 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — zhou-x-2015 |
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