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Yueran Yang; Janice L. Burke; Justice Healy – Cognitive Research: Principles and Implications, 2025
"How do witnesses make identification decisions when viewing a lineup?" Understanding the witness decision-making process is essential for researchers to develop methods that can reduce mistaken identifications and improve lineup practices. Yet, the inclusion of fillers has posed a pivotal challenge to this task because the traditional…
Descriptors: Audiences, Audience Response, Identification, Decision Making
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Changhao Liang; Peixuan Jiang; Kensuke Takii; Hiroaki Ogata – Australasian Journal of Educational Technology, 2025
Collaborative learning in tertiary education faces challenges such as limited teacher intervention and effective student pairing. This study addresses these issues by proposing a data-driven peer recommendation approach enhanced with learner profile visualisation. The system dynamically matches students based on evolving learning profiles, using…
Descriptors: Cooperative Learning, Peer Relationship, College Students, Peer Evaluation
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Tomomi Kubota – Educational Studies in Japan: International Yearbook, 2025
Schools face a range of complex and diverse challenges that are difficult for teachers to address on their own. In response, since 2015, there has been growing demand to promote the concept of the "school as a team,"whereby teachers and other professionals actively collaborate to support students. However, concrete strategies for…
Descriptors: Interprofessional Relationship, Decision Making, School Personnel, Visualization
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Andrew Jackson – Journal of Technology Education, 2025
The design process is full of judgment, especially around successes and failures that occur through each iteration. Decisions about how to proceed when ideas do not work can be especially challenging for beginning designers. Yet, experts are able to demonstrate more natural regulation of the process. This research focused on the experiences of…
Descriptors: Design, Thinking Skills, Protocol Analysis, Introductory Courses
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Teija Paavilainen; Sonsoles López-Pernas; Sanna Väisänen; Sini Kontkanen; Laura Hirsto – Technology, Knowledge and Learning, 2025
In digitalized learning processes, learning analytics (LA) can help teachers make pedagogically sound decisions and support pupils' self-regulated learning (SRL). However, research on the role of the pedagogical dimensions of learning design (LD) in influencing the possibilities of LA remains scarce. Primary school presents a unique LA context…
Descriptors: Learning Analytics, Independent Study, Elementary Education, Instructional Design