In verbal protocols, references concentrated on the model (44.4%) and graph (39.4%) with few to the equation (16.1%), and students referenced multiple representations on 42.6% of questions¶
Claim · All claims
Evidence · 1 study (2 entries) · associationalr1·q3
Currency · newest study 2011 · 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? Across interviews, model references were most frequent (44.4%) and equation references least frequent (16.1%). → Mike Stieff 2011
q3 i? Participants referenced information in multiple representations directly on 42.6% of questions, with large individual differences. → Mike Stieff 2011 (2)
Evidence¶
Mike Stieff 2011¶
Mike Stieff, Mary Hegarty, Ghislain Deslongchamps. (2011). Identifying Representational Competence with Multi-Representational Displays. Cognition and Instruction. https://doi.org/10.1080/07370008.2010.507318
q3 · i? · associational · r1
Verbal protocol frequency coding of nine transcribed interviews from the ten-participant study (one recording lacked audio). "the majority of references (44.4%) to a specific representation across the interviews were to the model".
"the majority of references (44.4%) to a specific representation across the interviews were to the model and the fewest references (16.1%) were to the equation"
Mike Stieff 2011 (2)¶
Mike Stieff, Mary Hegarty, Ghislain Deslongchamps. (2011). Identifying Representational Competence with Multi-Representational Displays. Cognition and Instruction. https://doi.org/10.1080/07370008.2010.507318
q3 · i? · associational · r1
Protocol coding across the transcribed interviews; one student referenced multiple representations on 66.7% of questions, another on 16.7%, "differences in multiple representation use were evident and dramatic".
"participants referred to information in multiple representations directly on 42.6% of questions. Individual differences in multiple representation use were evident and dramatic."
Discussion¶
Related Claims¶
- Eye fixation data corroborated verbal protocols on the primary representation used (disagreement on only one trial) and revealed additional representations consulted but never mentioned verbally — related
- Eye fixation measures of attention to representations were highly correlated with verbal mentions (correlations from .63 to .96), supporting both as measures of representation use — related
- Multiple representations improve learning — related
- Students allocated roughly equal attention to the graph and the molecular model, both above chance, while attending little to the equations — related
- Students adapted representation choices to task: the model was viewed more for the three-dimensional dihedral animation, the graph more for the two-dimensional bending and stretching animations — related
- Eye transition data showed students made saccades between representations, indicating attempts to relate and integrate information rather than relying only on the model — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
verbal-protocol-representation-reference-frequencies |
title |
In verbal protocols, references concentrated on the model (44.4%) and graph (39.4%) with few to the equation (16.1%), and students referenced multiple representations on 42.6% of questions |
description |
In verbal protocols, references concentrated on the model (44.4%) and graph (39.4%) with few to the equation (16.1%), and students referenced multiple representations on 42.6% of questions |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2011 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — mike-stieff-2011, mike-stieff-2011-2 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.