Claims

Younger students mostly use concrete strategies (e.g., inserting numbers) while older students use abstract rule-based strategies, with the transition around age 14–15

Claim · All claims
Evidence · 2 studies · 2 associational r2 · q2
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.

q2 i? The most frequent concrete strategy was inserting numbers (37% of participants); the most common rule-based strategy was standard multiplication/division operations (38%). → Susac A 2014 q2 i? The proportion using concrete strategies decreased and rule-based strategies increased with age, a gradual transition. → Susac A 2014 (2)

Evidence

Susac A 2014

Susac A, Bubic A, Vrbanc A and Planinic M (2014) Development of abstract mathematical reasoning: the case of algebra. Front. Hum. Neurosci. 8:679. https://doi.org/10.3389/fnhum.2014.00679

q2 · i? · associational · r2

Categorization of post-hoc questionnaire answers using a general inductive approach; "The most frequently used concrete strategy (37% of all participants) was inserting numbers instead of letters." Other concrete strategies included a "triangle" technique (11%).

"The most frequently used concrete strategy (37% of all participants) was inserting numbers instead of letters."

Susac A 2014 (2)

Susac A, Bubic A, Vrbanc A and Planinic M (2014) Development of abstract mathematical reasoning: the case of algebra. Front. Hum. Neurosci. 8:679. https://doi.org/10.3389/fnhum.2014.00679

q2 · i? · associational · r2

Figure 5 shows strategy-type proportions by grade: "the proportion of concrete strategy usage decreases at the same time as the propor­tion of rule-based strategies increases with the age of participants," a gradual progression likely continuing past age 16–17.

"the proportion of concrete strategy usage decreases at the same time as the propor­tion of rule-based strategies increases with the age of participants. This progression is gradual"

Discussion

Learner Variables

Page metadata
Field Value
type claim
id concrete-to-rule-based-strategy-transition-age-14-15
title Younger students mostly use concrete strategies (e.g., inserting numbers) while older students use abstract rule-based strategies, with the transition around age 14–15
description Younger students mostly use concrete strategies (e.g., inserting numbers) while older students use abstract rule-based strategies, with the transition around age 14–15
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 2 — susac-a-2014, susac-a-2014-2

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