Novices seldom cue experts; novice information-seeking is rare and decreases as a design project progresses¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
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.
q2 i? Active verbal cueing was largely a one-way phenomenon: in Deken et al.'s design consultations, novice information seeking made up only 8% of observations and declined as the design became more defined. → Christine C. A. van Nooijen · Bjorn B. de Koning · Wichor M. Bramer · Anna Isahakyan · Maryam Asoodar · Ellen Kok · Jeroen J. G. van Merrienboer · Fred Paas 2024
Evidence¶
Christine C. A. van Nooijen · Bjorn B. de Koning · Wichor M. Bramer · Anna Isahakyan · Maryam Asoodar · Ellen Kok · Jeroen J. G. van Merrienboer · Fred Paas 2024¶
Christine C. A. van Nooijen · Bjorn B. de Koning · Wichor M. Bramer · Anna Isahakyan · Maryam Asoodar · Ellen Kok · Jeroen J. G. van Merrienboer · Fred Paas. (2024). A Cognitive Load Theory Approach to Understanding Expert Scaffolding of Visual Problem-Solving Tasks: A Scoping Review. Educational Psychology Review. https://doi.org/10.1007/s10648-024-09848-3
q2 · i? · review · r2
The review reports, from Deken and colleagues (2012), that novice-driven information seeking was scarce (8% of observations), covering problem understanding (36.2%), organisational information (32.4%), past solutions (17%) and future meetings (13.7%). The review attributes the scarcity to novices lacking contextual knowledge to know which questions to ask.
"the more the design is defined, the less time the novices spent on explicitly querying the expert’s knowledge."
Discussion¶
Related Claims¶
- Most identified scaffolding behaviours in expert-novice visual interaction are active verbal cueing, followed by active verbal chunking — related
- Active verbal cues provide concrete, partial information that reduces novices' uncertainty during visual problem-solving — related
- Experts scaffold by reassuring novices to continue acting or thinking, removing uncertainty about whether they chose the right action — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
novice-cueing-of-experts-rare |
title |
Novices seldom cue experts; novice information-seeking is rare and decreases as a design project progresses |
description |
Novices seldom cue experts; novice information-seeking is rare and decreases as a design project progresses |
status |
review |
evidence_strength |
weak |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-21 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — christine-c-a-van-nooijen-bjorn-b-de-koning-wichor-m-bramer-anna-isahakyan-maryam-asoodar-ellen-kok-jeroen-j-g-van-merrienboer-fred-paas-2024 |
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