In frequency-based models, Argue, Discuss, Evaluate, and Socialize show significant positive associations with grades, but no interaction type is significant in the full model¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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q2 i? Argue and Discuss were significant in the cognitive model, Argue and Evaluate in the high-cognitive model, and Socialize in the off-task model; none of the variables reached significance in the full model. → Mohammed Saqr 2023
Evidence¶
Mohammed Saqr 2023¶
Mohammed Saqr, Sonsoles López-Pernas. (2023). The temporal dynamics of online problem-based learning: Why and when sequence matters. Intern. J. Comput.-Support. Collab. Learn. https://doi.org/10.1007/s11412-023-09385-1
q2 · i? · associational · r2
Four multilevel regression models (RQ3) used interaction-type frequencies to predict grades, with course as random effect; the cognitive model showed "Argue... and Discuss... both with a positive association with grades", and the high-cognitive model was significant for Argue and Evaluate.
"The variables that were statistically significant were Argue (beta = 0.36, 95% CI [8.54e-03, 0.72], t(190) = 2.02, p = 0.045) and Discuss (beta = 0.22, 95% CI [0.03, 0.42], t(190) = 2.27, p = 0.024), both with a positive association with grades."
Discussion¶
Related Claims¶
- Engaging in argumentation-triggered, information-triggered, or socially-triggered interaction sequences is positively associated with grades, while facilitated discussions is not — related
- Interactions kindle similar-level interactions: argumentation triggers high-cognitive exchanges while sharing and discussing without reasoning keep interactions low-cognitive — related
- Type of interdependence shifts the nature of interactions: no-structure groups show the most cognitive interactions, role groups the most group processing, and reward groups the most off-task behavior — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
frequency-interaction-types-grades-null-full-model |
title |
In frequency-based models, Argue, Discuss, Evaluate, and Socialize show significant positive associations with grades, but no interaction type is significant in the full model |
description |
In frequency-based models, Argue, Discuss, Evaluate, and Socialize show significant positive associations with grades, but no interaction type is significant in the full model |
status |
review |
evidence_strength |
mixed |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — mohammed-saqr-2023 |
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