A mirroring dashboard shifts teacher attention toward epistemic over social aspects of learning, while a guiding dashboard divides interventions more equally¶
Claim · All claims
Evidence · 1 study · reviewr2·q3
Currency · newest study 2021 · 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? In the mirroring condition teachers gave relatively more attention to epistemic than social aspects; in the guiding dashboard condition interventions were more equally divided. → Peter Reimann 2021
Evidence¶
Peter Reimann 2021¶
Peter Reimann. (2021). Socio-technical configurations for productive talk. Intern. J. Comput.-Support. Collab. Learn (2021) 16:301–306. https://doi.org/10.1007/s11412-021-09354-6
q3 · i? · review · r2
Within the same six-teacher within-subjects quasi-experiment, ENA analysis of teacher-action codes revealed this tension between epistemic and social attention; "the epistemic artefacts were not simple yes/no answers" but solutions to programming problems requiring considerable appraisal effort. No effect size is printed.
"Particularly in the mirroring condition, this led to relatively more attention given by the teachers to the epistemic than the social aspects of learning. In the guiding dashboard condition, teachers’ interventions were more equally divided."
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 — related
- Guiding support stimulated targeted interactions: teachers posted more messages to groups (14 vs 4) and performed more dashboard interventions than under mirroring — related
- Mirroring-condition teachers consulted the dashboard more often than guiding-condition teachers (137 vs 95 consultations) but missed aspects needing reaction — related
- Guiding dashboard support enabled teachers to perform more orchestration actions, more targeted interactions, and more class announcements than mirroring support — related
- Teacher-facing dashboards that mirror or guide increase teacher awareness and targeted interventions during classroom orchestration — a broader claim this one bears on
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
mirroring-versus-guiding-dashboard-attention-balance |
title |
A mirroring dashboard shifts teacher attention toward epistemic over social aspects of learning, while a guiding dashboard divides interventions more equally |
description |
A mirroring dashboard shifts teacher attention toward epistemic over social aspects of learning, while a guiding dashboard divides interventions more equally |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — peter-reimann-2021 |
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