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-synthesisr3·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¶
- Operations and Place Value — outcome: instruction changes it
- Processing Speed — predictor: learners who differ on it differ in outcomes
Related Claims¶
- Math age, study design, and sample type did not significantly moderate the RAN–mathematics relationship — related
- RAN correlates more strongly with arithmetic calculation tasks than with general math achievement tests — related
- RAN stimulus type (numeric vs. non-numeric; alphanumeric vs. non-alphanumeric) largely does not moderate the RAN–mathematics correlation — related
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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