Working memory capacity is a robust indicator of success or failure in language learning¶
Claim · All claims
Evidence · 1 study · theoreticalr2·q2
Currency · newest study 2021 · 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? WM capacity is a robust indicator of success or failure in language learning, and WM is significantly related to multiple aspects of second language learning. → Demir 2021
Evidence¶
Demir 2021¶
Demir, Bora. (2021). Working Memory Model and Language Learning. Shanlax International Journal of Education. https://doi.org/10.34293/education.v9iS2-Sep.4366
q2 · i? · theoretical · r2
The article's narrative review asserts, citing a large body of prior research (e.g., Engle et al., 1999; van den Noort et al., 2006), that "individuals' memory capacity is a robust indicator of success or failure in language learning". No effect size is reported in this article itself.
"Today, it is well established that individuals' memory capacity is a robust indicator of success or failure in language learning."
Discussion¶
Learner Variables¶
- Working Memory — predictor: learners who differ on it differ in outcomes
Related Claims¶
- A shared attentional resource for storage and processing is the best supported resource theory of WM capacity but faces empirical challenges — related
- Working-memory capacity correlates positively with accuracy on all four sentence-production conditions — related
- After controlling for age, WM correlates significantly only with the most demanding condition (priming task, noncanonical word order) — related
- Evidence on working memory capacity as a moderator of the interleaving effect is mixed, but WM does not appear to be a major barrier to classroom use — related
- Cascade models in which IQ mediates the WM-to-achievement path fit comparably to, but not significantly better than, the original correlated models — related
- Two distinct implicit cognitive processes show different predictive links: implicit learning predicts skill learning, associative memory activation predicts language task success — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
wm-capacity-predicts-language-learning-success |
title |
Working memory capacity is a robust indicator of success or failure in language learning |
description |
Working memory capacity is a robust indicator of success or failure in language learning |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-10-17 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — demir-2021 |
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