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-synthesisr2·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¶
Related Claims¶
- Learning deficits are appreciably larger in middle-income countries than in high-income countries, with no evidence available from low-income countries — related
- Estimated learning deficits are smaller in European studies than in studies from the rest of the world — related
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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