Three emergent roles — leader, social mediator, and peripheral explorer — were identified in online PBL discussions from CoI-coded discourse using latent class analysis.¶
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Evidence · 1 study · associationalr2·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person
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q2 i? Latent class analysis of nine CoI indicators yielded three best-fitting roles labeled leader, social mediator, and peripheral explorer, with three classes chosen by BIC elbow and entropy of 0.9. → Ramy Elmoazen 2025
Evidence¶
Ramy Elmoazen 2025¶
Ramy Elmoazen, Mohammed Saqr, Laura Hirsto, Matti Tedre. (2025). Capturing temporal pathways of collaborative roles: A multilayered analytical approach using community of inquiry. Intern. J. Comput.-Support. Collab. Learn. https://doi.org/10.1007/s11412-024-09431-6
q2 · i? · associational · r2
Modeling of 24632 CoI-coded annotations from 9301 discussion-board posts by 135 first-year dental students across four courses. LCA in the glca R-package selected three classes "where BIC has the largest decrease" with entropy 0.9 and posterior probabilities 0.98/0.95/0.92.
"The best CA model suggested three roles, which were given the labels of leader, social mediator, and peripheral explorer according to COI indicators"
Discussion¶
Related Claims¶
- Trajectories differed in transition structure: free-rider students migrated from social mediator and leader roles into the peripheral explorer role, and rarely returned to leadership directly. — related
- Latent class analysis of 641 higher education students' survey responses identifies four distinct classes of feedback experience — related
- In informal social scenes, AgentSchool generates plausible traces of peripheral participation, clique formation, aggressor-induced cohesion, and opinion-leader emergence consistent with classroom social theories — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
coi-three-pbl-roles-lca |
title |
Three emergent roles — leader, social mediator, and peripheral explorer — were identified in online PBL discussions from CoI-coded discourse using latent class analysis. |
description |
Three emergent roles — leader, social mediator, and peripheral explorer — were identified in online PBL discussions from CoI-coded discourse using latent class analysis. |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — ramy-elmoazen-2025 |
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