Dashboard support type did not influence detection of CSCL events but did influence teachers' interpretation of the situation¶
Claim · All claims
Evidence · 1 study · causalr2·q3
Currency · newest study 2019 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · 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? In the between-subjects experiment (n = 53), the type of dashboard support (mirroring, alerting, or advising) did not influence detection of events, but did influence teachers' interpretation of the CSCL situation. → van Leeuwen 2019
Evidence¶
van Leeuwen 2019¶
van Leeuwen, A., Rummel, N., & van Gog, T. (2019). What information should CSCL teacher dashboards provide to help teachers interpret CSCL situations? International Journal of Computer-Supported Collaborative Learning 14, 261–289. https://doi.org/10.1007/s11412-019-09299-x
q3 · i? · causal · r2
Headline summary of the between-subjects experiment (n = 53) comparing mirroring, alerting, and advising dashboards on fictitious CSCL situations. The article reports "the type of support did not influence detection of events" while interpretation was influenced; no effect size is printed for this contrast.
"The results showed that the type of support did not influence detection of events, but did influence teachers’ interpretation of a CSCL situation."
Discussion¶
Related Claims¶
- Teachers reported the highest confidence in their situational awareness in the alerting & guiding dashboard condition — related
- Teacher interviews identified five types of monitored information and, via the Kano method, four highest-priority dashboard indicators for CSCL monitoring — related
- Mirroring-condition teachers relied more on indicator views while alerting and advising teachers opened more group overviews — related
- Response time declined across dashboard trials in all conditions, with no statistically significant difference between mirroring, alerting, and advising conditions — related
- Mirroring dashboards improved teacher situational awareness while alerting-and-guiding dashboards reduced teacher workload and frustration — related
- Dashboard-monitoring is a newly observed orchestration type in which the teacher uses real-time AI dashboards to grasp student status and adjust lesson direction and pace (14 of 46 episodes) — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
dashboard-support-type-affects-interpretation-not-detection |
title |
Dashboard support type did not influence detection of CSCL events but did influence teachers' interpretation of the situation |
description |
Dashboard support type did not influence detection of CSCL events but did influence teachers' interpretation of the situation |
status |
review |
evidence_strength |
weak |
newest_evidence |
2019 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — van-leeuwen-2019 |
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