The four collaborative-activity factors jointly explain almost 50% of the variance in group performance¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2010 · 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.
q2 i? The regression model with four factor scores explained R²=.494 of variance in group performance (F(4,96)=23.471, p=.000). → Janssen 2010
Evidence¶
Janssen 2010¶
Janssen, J., Erkens, G., Kirschner, P. A., & Kanselaar, G. (2010). Task-related and social regulation during online collaborative learning. Metacognition and Learning. doi:10.1007/s11409-010-9061-5
q2 · i? · associational · r2
Omnibus multiple regression result for 101 groups across three studies; the four interaction factor scores jointly predicted group performance with R=.494, F(4,96)=23.471, p=.000. A MANOVA confirmed aggregation across studies was justified (Pilai's trace V=.11, F(8,192)=1.35, p=.22).
"In total, the four interaction factor scores explain almost 50% of the variance in group performance scores ( R=.494, F(4, 96)=23.471, p=.000)."
Discussion¶
Related Claims¶
- Regulation of social activities positively predicts group performance in CSCL inquiry tasks
- Performing social activities negatively predicts group performance in CSCL inquiry tasks — related
- In CSCL history inquiry, regulation of social activities predicts group performance while social activities are negatively related to group performance — related
- Cognitive factors explain about 49% of variance in simulation-based inquiry performance among young adults — related
- Collaborative activities in CSCL chat cluster into four factors: information discussion, regulation of task-related activities, regulation of social activities, and social activities — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
collaboration-factors-explain-half-performance-variance |
title |
The four collaborative-activity factors jointly explain almost 50% of the variance in group performance |
description |
The four collaborative-activity factors jointly explain almost 50% of the variance in group performance |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2010 |
generated |
by process:wiki-ingest on 2026-10-19 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — janssen-2010 |
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