The model's assumed negative correlation between cognitive load and learner resources was not supported; the overall correlation was positive¶
Claim · All claims
Evidence · 1 study · associationalr?·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.
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q3 i? Across all subjects the mean load–resources correlation was positive (r = 0.22, p = 0.037), contradicting the assumed negative relationship, with a heterogeneous pattern across subjects. → Seufert 2024
Evidence¶
Seufert 2024¶
Seufert, T., Hamm, V., Vogt, A., & Riemer, V. (2024). The Interplay of Cognitive Load, Learners' Resources and Self-Regulation. Educational Psychology Review. https://doi.org/10.1007/s10648-024-09890-1
q3 · i? · associational · r?
Correlational check of the model's assumption that load and resources are negatively related: the mean correlation over all subjects was positive (r = 0.22), and per-subject correlations were heterogeneous in sign.
"Overall, with r = 0.22 (p = 0.037) the assumed negative correlation was not supported by the present findings. In detail, we found a heterogenous pattern for the subjects (r English = -0.22, p = 0.068; rGerman = 0.24, p = 0.050; rMathematics = -0.04, p = 0.771; rProfile = 0.24, p = 0.048)."
Discussion¶
Related Claims¶
- Germane cognitive load is reformulated as redistributing working memory resources from extraneous to intrinsic processing rather than adding to total load — related
- Repeated measures of invested mental effort, perceived task difficulty, interest, and self-assessed understanding differ significantly across measurement points within complex learning tasks and are not adequately represented by their mean — related
- Pairwise relationships between invested mental effort, perceived task difficulty, interest, and self-assessed understanding fluctuate across measurement points, with most correlations stronger when more content knowledge is presented — related
- Model-based posterior-prediction correlations between the four variables show distinct dynamic patterns across the 21 time points and four intervention groups — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
load-resources-negative-correlation-not-supported |
title |
The model's assumed negative correlation between cognitive load and learner resources was not supported; the overall correlation was positive |
description |
The model's assumed negative correlation between cognitive load and learner resources was not supported; the overall correlation was positive |
status |
review |
evidence_strength |
weak |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-22 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — seufert-2024 |
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