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Zhou, Guojing; Moulder, Robert G.; Sun, Chen; D'Mello, Sidney K. – International Educational Data Mining Society, 2022
In collaborative problem solving (CPS), people's actions are interactive, interdependent, and temporal. However, it is unclear how actions temporally relate to each other and what are the temporal similarities and differences between successful vs. unsuccessful CPS processes. As such, we apply a temporal analysis approach, Multilevel Vector…
Descriptors: Cooperative Learning, Problem Solving, College Students, Physics
Shakhnoza Kayumova; Akira Harper; Rachel Moniz-Stronach – Journal of Research in Science Teaching, 2025
Multilingual youth, from nondominant communities, are often denied critical opportunities for engagement in robust sensemaking due to deficit-based perspectives and linguistic hierarchies. To advance equity, it is important to recognize all youth as epistemic agents and facilitate opportunities to take on intellectual positions. Drawing on…
Descriptors: Monolingualism, Science Instruction, Multilingualism, Equal Education
Yiqiu Zhou; Jina Kang – Journal of Learning Analytics, 2023
Collaboration is a complex, multidimensional process; however, details of how multimodal features intersect and mediate group interactions have not been fully unpacked. Characterizing and analyzing the temporal patterns based on multimodal features is a challenging yet important work to advance our understanding of computer-supported collaborative…
Descriptors: Attention Control, Cooperative Learning, Data Analysis, Computer Assisted Instruction
Khoza, Hlologelo Climant – Journal of Pedagogical Research, 2023
Teachers' responses to student contributions in science classroom influence the resulting classroom interaction. To establish a heightened interaction, teachers need to use specific discursive moves. Using the notion of noticing as a lens, in this qualitative case study, I report on how the notion of noticing and responding with a suitable…
Descriptors: Science Instruction, Teacher Student Relationship, Preservice Teacher Education, Case Studies
Sara E. D. Wilmes; Christina Siry – Research in Science & Technological Education, 2024
Background: Children's interactions are inherently multimodal. Accordingly, when children engage in science in classroom communities, their interactions are grounded in material and embodied aspects of interactions with teachers and their peers. Purpose: This study explores the nature of children's science interactions in a classroom community…
Descriptors: Science Instruction, Scientific Research, Interaction Process Analysis, Peer Relationship
Saleh, Asmalina; Phillips, Tanner M.; Hmelo-Silver, Cindy E.; Glazewski, Krista D.; Mott, Bradford W.; Lester, James C. – British Journal of Educational Technology, 2022
This exploratory paper highlights how problem-based learning (PBL) provided the pedagogical framework used to design and interpret learning analytics from "Crystal Island: EcoJourneys," a collaborative game-based learning environment centred on supporting science inquiry. In "Crystal Island: EcoJourneys," students work in teams…
Descriptors: Cooperative Learning, Learning Analytics, Pretests Posttests, Problem Based Learning
Alvarez, Laura; De Loney, Marguerite; Capitelli, Sarah; Valdés, Guadalupe; Julia Biernacki, Paulina – Language and Education, 2023
In teaching newcomer students, educators must envision how to provide opportunities for language use and development through age-appropriate content instruction. This article describes a design research study, in which we developed and piloted 5th grade science units and studied the participation of two newcomer students in sense-making…
Descriptors: Immigrants, Language Usage, Grade 5, Elementary School Students

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