Guiding support stimulated targeted interactions: teachers posted more messages to groups (14 vs 4) and performed more dashboard interventions than under mirroring¶
Claim · All claims
Evidence · 1 study · causalr1·q2
Currency · newest study 2021 · 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.
q2 i? In the guiding condition teachers posted more messages to groups (14 times vs 4) and showed more dashboard interventions (e.g. 10 increase-time actions vs 5), with teachers attributing targeted interactions to alerts. → Ishari Amarasinghe; Davinia Hernández-Leo; H. Ulrich Hoppe 2021
Evidence¶
Ishari Amarasinghe; Davinia Hernández-Leo; H. Ulrich Hoppe 2021¶
Ishari Amarasinghe; Davinia Hernández-Leo; H. Ulrich Hoppe (2021). Deconstructing orchestration load: comparing teacher support through mirroring and guiding. Intern. J. Comput.-Support. Collab. Learn. https://doi.org/10.1007/s11412-021-09351-9
q2 · i? · causal · r1
Log data from guiding-condition sessions showed 14 predefined messages posted to groups versus 4 in mirroring; Table 4 shows 14 posting interventions in guiding vs 4 in mirroring and 10 increase-time actions (9 alert-based) vs 5. One teacher reported alerts "made me aware that some groups require more time for voting and discussion".
"we interpret the lack of criticism and surveying in the guiding condition as the result of teachers engaging in direct communication with problematic groups by posting messages."
Discussion¶
Related Claims¶
- The alerting & guiding dashboard did not increase teacher coregulation more than the mirroring dashboard (H3 not supported); mirroring increased intervention rates (non-significant) while guiding-condition interventions were rare and mostly coregulation strategies — reports the opposite
- Mirroring dashboards improved teacher situational awareness while alerting-and-guiding dashboards reduced teacher workload and frustration — related
- SAGLET's real-time learning analytics provided alerts that enabled the teacher to monitor groups and give appropriate feedback — a broader claim this one bears on
- Guiding dashboard support enabled teachers to perform more orchestration actions, more targeted interactions, and more class announcements than mirroring support — possibly the same claim (merge candidate)
- Teacher-facing dashboards that mirror or guide increase teacher awareness and targeted interventions during classroom orchestration — a broader claim this one bears on
- Mirroring-condition teachers consulted the dashboard more often than guiding-condition teachers (137 vs 95 consultations) but missed aspects needing reaction — related
- A mirroring dashboard shifts teacher attention toward epistemic over social aspects of learning, while a guiding dashboard divides interventions more equally — related
- Reported cognitive load was lowest in the mirroring condition (5.4), compared with no dashboard (5.6) and guiding (6.2) — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
guiding-support-stimulated-targeted-group-interactions |
title |
Guiding support stimulated targeted interactions: teachers posted more messages to groups (14 vs 4) and performed more dashboard interventions than under mirroring |
description |
Guiding support stimulated targeted interactions: teachers posted more messages to groups (14 vs 4) and performed more dashboard interventions than under mirroring |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2021 |
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 — ishari-amarasinghe-davinia-hernández-leo-h-ulrich-hoppe-2021 |
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