Collaboration Literacy Analytics Framework (CLAF)

Research Method · All research methods
Evidence · 2 claims (2 for) · 1 study (1 qualitative), q2 · 0 of 1 report an effect size · 2 claims rest on one study

Description

The CLAF is a conceptual framework 'that integrates evaluation metrics, indicator interdependencies, and feedback mechanisms.' It 'captures the dynamic relationship between process and outcome measures, connects individual- and group-level indicators, and incorporates review mechanisms as student-driven quality assurance.' The framework organizes learner-valued indicators across process, outcome, and review layers and links real-time feedback for immediate self-regulation with post hoc feedback for longer-term reflection and collaboration literacy development. It is grounded in consolidated collaboration dimensions and the student survey data.

Accounts

• Collaboration Literacy Analytics Framework (CLAF): The CLAF is a conceptual framework 'that integrates evaluation metrics, indicator interdependencies, and feedback mechanisms.' It 'captures the dynamic relationship between process and outcome measures, connects individual- and group-level indicators, and incorporates review mechanisms as student-driven quality assurance.' The framework organizes learner-valued indicators across process, outcome, and review layers and links real-time feedback for immediate self-regulation with post hoc feedback for longer-term reflection and collaboration literacy development. It is grounded in consolidated collaboration dimensions and the student survey data. (Tochukwu Dominic Eze et al. (2026))

Claims

• Students value eleven distinct collaboration quality indicators spanning individual and group levels of evaluation [+M]
• Students envision dual feedback utilization: real-time feedback for immediate adjustment during collaboration and post hoc feedback for reflective, long-term skill development [+M]

Related Research Methods

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Key Sources

• 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

Page metadata

Field	Value
type	research-method
id	collaboration-literacy-analytics-framework-claf
title	Collaboration Literacy Analytics Framework (CLAF)
description	The CLAF is a conceptual framework 'that integrates evaluation metrics, indicator interdependencies, and feedback mechanisms.' It 'captures the dynamic relationship between process and outcome measures, connects individual- and group-level indicators, and incorporates review mechanisms as student-dr
status	review
generated	by process:settle-candidates on 2026-10-18
trust	unverified — no one has confirmed this page's content

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