2017
DOI: 10.1111/jedm.12132
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Modeling Collaborative Interaction Patterns in a Simulation‐Based Task

Abstract: Simulations and games offer interactive tasks that can elicit rich data, providing evidence of complex skills that are difficult to measure with more conventional items and tests. However, one notable challenge in using such technologies is making sense of the data generated in order to make claims about individuals or groups. This article presents a novel methodological approach that uses the process data and performance outcomes from a simulation‐based collaborative science assessment to explore the propensi… Show more

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Cited by 20 publications
(10 citation statements)
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References 29 publications
(38 reference statements)
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“…Emerging approaches in educational measurement might prove useful to this end. For example, Andrews et al . recently used the Andersen/Rasch (A/R) multivariate item response theory (IRT) model to assess interaction patterns in dyads and explore how interaction patterns relate to performance outcomes.…”
Section: Discussionmentioning
confidence: 99%
“…Emerging approaches in educational measurement might prove useful to this end. For example, Andrews et al . recently used the Andersen/Rasch (A/R) multivariate item response theory (IRT) model to assess interaction patterns in dyads and explore how interaction patterns relate to performance outcomes.…”
Section: Discussionmentioning
confidence: 99%
“…Collaborative skills are needed in many contexts such as school, workplace, even in the military. These skills are potentially effective for improving learning outcomes and performance [24]. The collaborative skills to be developed in Islamic learning refers to the indicator put forward by Bosworth [25].…”
Section: Collaborative Skill Indicatormentioning
confidence: 99%
“…In the ECSAP project, we developed a simulation-based task in the domain of science and recruited 500 dyads formed from 1,000 participants randomly selected to complete the task collaboratively. The details of the ECSAP are beyond the scope of the current report; we refer readers to the relevant papers for more detail (Andrews et al, 2017;Flor et al, 2016;Halpin et al, 2017;Hao et al, 2015;Hao, Liu, et al, 2016;Liu et al, 2015;von Davier & Halpin, 2013). All the pains we experienced during the development of the ECSAP project led us to think of a platform with important features that would greatly ease the implementation of research on collaboration at scale.…”
Section: Important Features Of a Platform For Studying Collaborationmentioning
confidence: 99%
“…We first introduce important features that an online platform should have to support research on collaboration and why most existing tools do not meet the needs. The findings are primarily based on our research on computer-supported collaborative learning and assessment (Andrews et al, 2017;Flor, Yoon, Hao, Liu, & von Davier, 2016;Halpin, von Davier, Hao, & Liu, 2017;Hao, Liu, von Davier, Kyllonen, & Kitchen, 2016;Liu, Hao, von Davier, Kyllonen, & Zapata-Rivera, 2015;von Davier & Halpin, 2013).…”
mentioning
confidence: 99%