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Clustering Sequential Navigation Patterns in Multiple-Source Reading Tasks with Dynamic Time Warping Method
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He, Qiwei; Borgonovi, Francesca; Suárez-Álvarez, Javier – Journal of Computer Assisted Learning, 2023
Background: Data-driven investigations of how students transit pages in digital reading tasks and how much time they spend on each transition allow mapping sequences of navigation behaviours into students' navigation reading strategies. Objectives: The purpose of this study is threefold: (1) to identify students' navigation patterns in…
Descriptors: Data Analysis, Reading Processes, Task Analysis, Time on Task
Gender Differences in Online Reading Engagement, Metacognitive Strategies, Navigation Skills and Reading Literacy
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Wu, J-Y. – Journal of Computer Assisted Learning, 2014
This study examined how knowledge of metacognitive strategies and navigation skills mediate the relationship between online reading activities and printed reading assessment (PRA) and electronic reading assessment (ERA) across 19 countries using the PISA (Programme for International Student Assessment) 2009 database. Participants were 34?104…
Descriptors: Gender Differences, Reading, Metacognition, Navigation (Information Systems)