Claims

Students value eleven distinct collaboration quality indicators spanning individual and group levels of evaluation

Claim · All claims
Evidence · 1 study · qualitative r? · q2
Currency · newest study 2026 · 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? Thematic analysis of open-ended survey responses from students who used a CA tool for 12 weeks identified 11 distinct collaboration quality indicators valuable for evaluating collaborative effort. → Tochukwu Dominic Eze 2026

Evidence

Tochukwu Dominic Eze 2026

Tochukwu Dominic Eze, Lucas Zurbuchen, Khalil Anderson, Marcelo Worsley. (2026). A collaboration literacy analytics framework (CLAF): Investigating students' perspectives on collaboration quality indicators and feedback utilization. Intern. J. Comput.-Support. Collab. Learn. https://doi.org/10.1007/s11412-026-09475-w

q2 · i? · qualitative · r?

Qualitative survey study of 290 university students after 12 weeks of CA tool-mediated group activities; deductive-inductive thematic analysis of open-ended responses. The authors report that “Our analysis revealed 11 distinct indicators” at individual and group levels. No effect size is printed, so impact is not coded.

"Our analysis revealed 11 distinct indicators: communication, discussion and idea contribution, task contribution and completion, progress, result and achievement, group dynamics, knowledge of the topic and project, learning and growth, participation, effort and time investment, and peer review."

Discussion

Page metadata
Field Value
type claim
id eleven-learner-valued-collaboration-quality-indicators
title Students value eleven distinct collaboration quality indicators spanning individual and group levels of evaluation
description Students value eleven distinct collaboration quality indicators spanning individual and group levels of evaluation
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-18
trust unverified — no one has confirmed this page's content
sources 1 — tochukwu-dominic-eze-2026

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