Claims

The four collaborative-activity factors jointly explain almost 50% of the variance in group performance

Claim · All claims
Evidence · 1 study · associational r2 · 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

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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