Temporal network motifs show promise as a proxy indicator of task cohesion in WIL environments when combined with survey data¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2024 · not yet checked against its sources · not reviewed by a person · recheck by 2027: tool and model accuracy changes quickly
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.
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q2 i? The authors conclude that combining temporal network motifs with survey data aligns self-reported cohesion with motif characterisations and supports motifs as a task cohesion proxy. → Zamecnik 2024
Evidence¶
Zamecnik 2024¶
Zamecnik, A., Kovanović, V., Joksimović, S., Grossmann, G., Ladjal, D., Pardo, A. (2024). The perceptions of task cohesion in collaborative learning teams. Intern. J. Comput.-Support. Collab. Learn. https://doi.org/10.1007/s11412-024-09424-5
q2 · i? · associational · r2
Authors' summary interpretation of their mixed-methods analysis: self-reported task cohesion scores and the statistical techniques on team perceptions align with temporal motif characterisations, supporting the approach of Zamecnik et al. (2023). Hedged as showing "promise as an indicator or proxy" in "these WIL environments".
"there is merit in suggesting that, in this study, the use of temporal network motifs seems generalisable and shows promise as an indicator or proxy for task cohesion in these WIL environments."
Discussion¶
Related Claims¶
- Teams with similar cohesive perceptions report higher task cohesion scores than teams with different perceptions — related
- Perceived task cohesion strength relates to team performance in collaborative learning teams — related
- Temporal network motif frequencies differ significantly between perception groups, with dyadic motifs characterising divergent-perception teams and triadic motifs aligned teams — a narrower finding that bears on this claim
- Automated methods capturing thematic cohesion significantly enrich the analysis of knowledge building over time in student discussion
- Feedback engagement is the main activity distinguishing perception groups, with divergent-perception teams interacting less with feedback content — related
- Week 3 performance differs by perception-transition group, with Aligned teams increasing and Multifaceted teams decreasing in scores — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
temporal-motifs-proxy-task-cohesion-mixed-methods |
title |
Temporal network motifs show promise as a proxy indicator of task cohesion in WIL environments when combined with survey data |
description |
Temporal network motifs show promise as a proxy indicator of task cohesion in WIL environments when combined with survey data |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2024 |
recheck_by |
2027 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — zamecnik-2024 |
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