Derive design principles, measurement recommendations, and testable predictions for embodied STEM instruction from the cognitive load account¶
Strategy · All strategies
Evidence · 3 claims (3 for) · 4 studies (2 causal, 1 quant-synthesis, 1 review),q2–q4· 0 of 4 report an effect size · 2 claims rest on one study
Description¶
The commentary positions its account as generative for research and design, stating: "This account yields concrete design principles, measurement recommendations, and testable predictions for embodied instruction in STEM." Designers and researchers should use embodied guidance fading to derive design principles, choose cognitive load measurements, and formulate testable predictions for embodied STEM instruction.
Design Implications¶
Context¶
Requirements¶
- Adoption of the embodied guidance fading account as the basis for deriving principles, measurements, and predictions
Constraints¶
- Applies to embodied instruction in STEM
Target Learners¶
- STEM learners
Target Learning Goals¶
- Improved learning, transfer, and flexible use of formal representations
Affordances¶
Claims¶
- A systematic review argues that concrete materials aid mathematics and science learning when they are explicitly and gradually connected to the abstract symbols they represent [+W]
- Manipulatives Improve Math Learning [+M]
- Physical Experience Enhances Science Learning [+M]
Related Strategies¶
Examples¶
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Key Sources¶
- Fred Paas, Nadine Marcus, Kevin Sigayret, Peng Wang, Kim Ouwehand, Liye Zou. (2026). Embodied guidance fading: When embodiment supports STEM learning by optimizing cognitive load. Educational Psychologist. https://doi.org/10.1080/00461520.2026.2717080
Page metadata
| Field | Value |
|---|---|
type |
strategy |
id |
embodied-stem-design-measurement-predictions |
title |
Derive design principles, measurement recommendations, and testable predictions for embodied STEM instruction from the cognitive load account |
description |
The commentary positions its account as generative for research and design, stating: "This account yields concrete design principles, measurement recommendations, and testable predictions for embodied instruction in S... |
status |
review |
generated |
by process:wiki-ingest on 2026-10-22 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — fred-paas-2026 |
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