Five learner-valued indicators extend established CSCL frameworks, while six map closely onto existing dimensions¶

Claim · All claims
Evidence · 1 study (2 entries) · qualitative r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Several student-valued indicators (including task contribution, progress, and results) corresponded to subskills in established frameworks such as OECD-PISA CPS, while others map to the CSCL rating scheme and CSAT. → Tochukwu Dominic Eze 2026 q2 i? Of the new dimensions, only knowledge of the topic and project aligned precisely with the CKC framework; learning and growth, participation, efforts and time investment, and peer review reflect constructs not strongly emphasized in existing frameworks. → Tochukwu Dominic Eze 2026 (2)

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 · r2

Comparative thematic-analysis findings from the 290-student survey study; the authors mapped student-valued indicators against Worsley et al. (2021), Meier et al. (2007), OECD (2017), and CSAT. The quote confirms that “indicators related to task contribution, progress, and results corresponded to CPS subskills”.

"Similarly, indicators related to task contribution, progress, and results corresponded to CPS subskills such as identifying roles, enacting plans, and monitoring outcomes."

Tochukwu Dominic Eze 2026 (2)¶

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?

Same qualitative study; the authors compared newly surfaced student-valued dimensions with the collaborative knowledge construction (CKC) framework of Weinberger and Fischer (2006). The quote confirms which single new dimension showed “precise alignment with CKC epistemic processes”.

"Only one of these dimensions, knowledge of the topic and project, showed precise alignment with CKC epistemic processes, including constructing the problem space, building conceptual connections, and integrating prior knowledge into task work."

Discussion¶

Related Claims¶

• Teacher interviews identified five types of monitored information and, via the Kano method, four highest-priority dashboard indicators for CSCL monitoring — related