Teacher support with real-time labs requires adaptive expert input that closes cognitive, social, and design gaps¶
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Evidence · 1 study · reviewr1·q2
Currency · newest study 2018 · not yet checked against its sources · not reviewed by a person
Subclaims¶
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q2 i? In CSCL settings with real-time labs, students needed both procedural and conceptual support, and the teacher acted as an adaptive expert closing cognitive, social, and design gaps. → Sten Ludvigsen 2018
Evidence¶
Sten Ludvigsen 2018¶
Sten Ludvigsen, Ulrike Cress, Carolyn P. Rosé, Nancy Law, & Gerry Stahl. (2018). Developing understanding beyond the given knowledge and new methodologies for analyses in CSCL. International Journal of Computer-Supported Collaborative Learning, 13, 359–364. https://doi.org/10.1007/s11412-018-9291-0
q2 · i? · review · r1
The editorial reports, from Ingulfsen et al.'s detailed interaction analysis of an ocean acidification experiment with real-time labs, that students struggling with graphs needed "both procedural and conceptual support" and that the teacher used "eliciting and elaboration strategies" and contextual guidance.
"The teacher serves as an adaptive expert whose input closed cognitive, social, and design gaps in order to support the students’ understanding of real-time labs."
Discussion¶
Related Claims¶
- CSCL designers tend to leave gaps between the technical and social design of learning environments — related
- Design features of the CSCL environment — procedural-only educational inscriptions on the website and the storyline of the 3D model — pulled interactions toward procedural problem solving — related
- In a CSCL biology problem-solving session, procedural problem solving tended to dominate students' interactions, with conceptual knowledge construction present only where strictly necessary — related
- Students perceived online lab exercises as more effective when instructors were present online and used scaffolds and probes directing attention to key procedure aspects — related
- Cognitively oriented challenges dominated student help requests during computer-supported lab work, with 45.1% conceptual and 28.7% cognitive-regulation requests
- A free-flowing online and face-to-face community of teachers, researchers, and students made the expert–novice dialectic visible — related
- Teacher interviews identified five types of monitored information and, via the Kano method, four highest-priority dashboard indicators for CSCL monitoring — related
- In computer-mediated problem solving, students may attribute their problems to the technology rather than to their own work, complicating how they frame the problem context — related
- Computer-supported environments can support development of mathematical understanding toward formalization even when domain experts are not present — related
- Experts introduce procedure and planning explanations over time, typically after an initial step or action is completed — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
adaptive-expert-teacher-closes-gaps-real-time-labs |
title |
Teacher support with real-time labs requires adaptive expert input that closes cognitive, social, and design gaps |
description |
Teacher support with real-time labs requires adaptive expert input that closes cognitive, social, and design gaps |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2018 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — sten-ludvigsen-2018 |
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