Claims

RAN correlates more strongly with single-digit than multi-digit calculation and with fluency than accuracy outcomes

Claim · All claims
Evidence · 1 study (2 entries) · quant-synthesis r3 · q3
Currency · newest study 2017 · 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? Single- vs. multi-digit calculation type was a significant within-study moderator (β = .14, p < .01), correlations higher for single-digit calculations. → Koponen 2017 q3 i? Fluency vs. accuracy outcome was a significant moderator (β = –.13, p < .05), fluency outcomes producing higher correlations. → Koponen 2017 (2)

Evidence

Koponen 2017

Koponen, T., Georgiou, G., Salmi, P., Leskinen, M., & Aro, M. (2017). A Meta-Analysis of the Relation Between RAN and Mathematics. Journal of Educational Psychology, 109(7), 977-992. https://doi.org/10.1037/edu0000182

q3 · i? · quant-synthesis · r3

Meta-regression of dependent effects clustered into 33 unique samples; the β = .14 is a moderator regression coefficient, no effect size printed. The article explains multi-digit calculation additionally requires "knowledge of place value and mastery of arithmetic procedures."

"the type of calculation performed (single-digit vs. multi-digit calculations) was a significant moderator (β = .14, p < .01). The correlations were higher for the single-digit calculations."

Koponen 2017 (2)

Koponen, T., Georgiou, G., Salmi, P., Leskinen, M., & Aro, M. (2017). A Meta-Analysis of the Relation Between RAN and Mathematics. Journal of Educational Psychology, 109(7), 977-992. https://doi.org/10.1037/edu0000182

q3 · i? · quant-synthesis · r3

Same meta-regression analysis; β = –.13 is a moderator coefficient, no effect size printed. The article links this to RAN being a speeded measure, mirroring the fluency effect reported for the RAN–reading relationship in prior meta-analyses.

"The math outcome measure (fluency vs. accuracy) was also a significant moderator associated with the between-study variation (β = –.13, p < .05). Fluency math outcomes produced higher correlations than math accuracy outcomes."

Discussion

Learner Variables

Page metadata
Field Value
type claim
id ran-single-digit-fluency-moderators
title RAN correlates more strongly with single-digit than multi-digit calculation and with fluency than accuracy outcomes
description RAN correlates more strongly with single-digit than multi-digit calculation and with fluency than accuracy outcomes
status review
evidence_strength moderate
newest_evidence 2017
generated by process:wiki-ingest on 2026-10-24
trust unverified — no one has confirmed this page's content
sources 2 — koponen-2017, koponen-2017-2

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