Claims

Concept-mapping effects are larger in low- and middle-income countries (g = 1.053) than high-income countries (g = 0.626)

Claim · All claims
Evidence · 1 study · quant-synthesis r2 · q3
Currency · newest study 2024 · 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? Studies conducted in low- and middle-income countries yielded significantly larger effect sizes than those in high-income countries, a difference unaffected by the influential studies. → Dimitris Anastasiou · Clare Nangsin Wirngo · Pantelis Bagos 2024

Evidence

Dimitris Anastasiou · Clare Nangsin Wirngo · Pantelis Bagos 2024

Dimitris Anastasiou · Clare Nangsin Wirngo · Pantelis Bagos. (2024). The Effectiveness of Concept Maps on Students' Achievement in Science: A Meta-Analysis. Educational Psychology Review. https://doi.org/10.1007/s10648-024-09877-y

q3 · i? · quant-synthesis · r2

Moderator analysis of country economic level (World Bank classification) across 20 low/middle-income and 38 high-income comparisons; the difference persisted after excluding the two influential studies.

"the effect size from studies conducted in high-income countries is significantly smaller than those from low- and middle-income countries (g = 0.626 vs. 1.053); this difference in effect sizes was not affected by the two aforementioned influential studies"

Discussion

Page metadata
Field Value
type claim
id concept-map-effects-larger-low-middle-income-countries
title Concept-mapping effects are larger in low- and middle-income countries (g = 1.053) than high-income countries (g = 0.626)
description Concept-mapping effects are larger in low- and middle-income countries (g = 1.053) than high-income countries (g = 0.626)
status review
evidence_strength moderate
newest_evidence 2024
generated by process:wiki-ingest on 2026-10-21
trust unverified — no one has confirmed this page's content
sources 1 — dimitris-anastasiou-clare-nangsin-wirngo-pantelis-bagos-2024

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