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Collaboration at Scale: Exploring Member Role Changing Patterns in Collaborative Science Problem-solving Tasks

Published: 01 June 2022 Publication History

Abstract

Our work-in-progress paper explores students' role-changing patterns while working on science tasks in small groups. Grounded on the Collaboration Conceptual Model, we examined how members in 15 middle school student groups changed their roles throughout the entire collaborative activities. We annotated students' role changes at a one-minute segment, as well as the overall group collaboration quality at the individual task level for each student group. Our analytical approach involved hierarchical cluster analysis and non-parametric statistical tests to identify the relationships between students' role-changing patterns and collaboration outcomes. Preliminary results identified two distinct group types that showed different patterns of role changes and manifested different group collaboration qualities and performances. We discuss how this work is of interest to the Learning@Scale community in promoting effective collaboration at scale in authentic classroom settings.

Supplementary Material

MP4 File (L-at-S22-lswp178.mp4)
This is the presentation video for our work on exploring students' role-changing patterns while working on science tasks in small groups.

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  1. Collaboration at Scale: Exploring Member Role Changing Patterns in Collaborative Science Problem-solving Tasks

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    cover image ACM Other conferences
    L@S '22: Proceedings of the Ninth ACM Conference on Learning @ Scale
    June 2022
    491 pages
    ISBN:9781450391580
    DOI:10.1145/3491140
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 01 June 2022

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    Author Tags

    1. collaboration quality
    2. collaborative patterns
    3. k-12 education
    4. science education

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    • National Science Foundation

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    L@S '22
    L@S '22: Ninth (2022) ACM Conference on Learning @ Scale
    June 1 - 3, 2022
    NY, New York City, USA

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