The relation between visual perception and computational fluency holds for simple subtraction across all grades but only for higher grades in complex arithmetic¶
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
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q3 i? The relation between visual perception and computational fluency was consistent across all three grades for simple subtraction, but significant only for higher grade levels for complex subtraction and complex multiplication. → 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
Analysis of the three arithmetic subtests showed the visual perception–fluency relation held across grades 3–5 for simple subtraction but only at higher grades for complex subtraction and multiplication. The article states the relation "was significant only for higher grade levels for complex subtraction and complex multiplication."
"It is also worth pointing out that the relation between visual perception and computational fluency was consistent across all three grades for simple subtraction, but was significant only for higher grade levels for complex subtraction and complex multiplication."
Discussion¶
Learner Variables¶
- Visual Processing — predictor: learners who differ on it differ in outcomes
Related Claims¶
- Figure-matching ability accounts for the association between numerosity processing and computational fluency in third- to fifth-grade children — related
- The prediction power of specific processing speed for mathematics decreases with reduced arithmetic fluency: complex multiplication did not predict mathematics although it predicted Chinese and English — related
- Figure-matching ability correlates more strongly with numerosity processing and computational fluency than other cognitive factors — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
visual-perception-fluency-grade-limits-complex-arithmetic |
title |
The relation between visual perception and computational fluency holds for simple subtraction across all grades but only for higher grades in complex arithmetic |
description |
The relation between visual perception and computational fluency holds for simple subtraction across all grades but only for higher grades in complex arithmetic |
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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