Claims

Only a minority of VRL studies assess collaboration quality or learning, but most studies that measure learning report positive impact

Claim · All claims
Evidence · 1 study (2 entries) · review r2–r3 · q2
Currency · newest study 2025 · 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? 31% of reviewed publications (n = 19) included a study evaluating collaboration among users; most relied exclusively on qualitative data. → Kurtz 2025 q2 i? Among 26 studies evaluating learning outcomes, 84% (n = 22) reported a positive impact of the VRL on learning. → Kurtz 2025 (2)

Evidence

Kurtz 2025

Kurtz, M., Benabbou, A., Pons, C., & Broisin, J. (2025). Collaboration in virtual and remote laboratories for education: A systematic literature review. International Journal of Computer-Supported Collaborative Learning. https://doi.org/10.1007/s11412-025-09454-7

q2 · i? · review · r2

Review coding of evaluation practices across the 62 publications: "31% of publications (n = 19) included a study to evaluate collaboration among users"; 10 used qualitative data only, 7 quantitative only, 2 mixed methods.

"It has to be noted that 31% of publications (n = 19) included a study to evaluate collaboration among users (see Fig.11a) and among these studies, 53% (n = 10) relied exclusively on qualitative data, while 37% (n = 7) used only quantitative data."

Kurtz 2025 (2)

Kurtz, M., Benabbou, A., Pons, C., & Broisin, J. (2025). Collaboration in virtual and remote laboratories for education: A systematic literature review. International Journal of Computer-Supported Collaborative Learning. https://doi.org/10.1007/s11412-025-09454-7

q2 · i? · review · r3

Review synthesis of the 26 studies assessing learning outcomes of collaborative VRLs: "84% (n = 22) have a positive impact on learning". Indicators include questionnaires, tests, grades and task completion metrics; all studies reporting student level involve higher education.

"Among these laboratories, 84% (n = 22) have a positive impact on learning (see Fig. 11c)."

Discussion

Page metadata
Field Value
type claim
id minority-studies-evaluate-collaboration-learning-vrls
title Only a minority of VRL studies assess collaboration quality or learning, but most studies that measure learning report positive impact
description Only a minority of VRL studies assess collaboration quality or learning, but most studies that measure learning report positive impact
status review
evidence_strength weak
newest_evidence 2025
generated by process:wiki-ingest on 2026-10-18
trust unverified — no one has confirmed this page's content
sources 2 — kurtz-2025, kurtz-2025-2

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