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Norum, Reilly; Lee, Ji-Eun; Ottmar, Erin – Grantee Submission, 2022
This preliminary study examined whether distinct student profiles (N = 760) emerged based on their behavioral patterns in an online algebraic learning game. We applied k-means clustering analysis to clickstream data collected in the game and then examined how students' behavioral patterns varied across the clusters using data visualization. The…
Descriptors: Computer Games, Game Based Learning, Student Characteristics, Visual Aids
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Sun, Dan; Ouyang, Fan; Li, Yan; Chen, Hongyu – Journal of Educational Computing Research, 2021
Pair programming is a collaborative learning mode to foster novice learners' computer programming. Previous empirical research has reported contrasting conclusions about the effect of pair programming on student learning. To further understand students' pair programming, this study uses a mixed method to analyze three contrasting pairs'…
Descriptors: Cooperative Learning, Programming, Computer Science Education, Junior High School Students
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Kirk Vanacore; Adam Sales; Alison Liu; Erin Ottmar – Society for Research on Educational Effectiveness, 2023
Background: Persisting after experiencing difficulty allows students to work in the upper ends of their zones of proximal development, where most learning occurs (Ventura et al., 2013; Vygotsky & Cole, 1978). Digital educational games promote productive persistence by allowing students to repeat the same or similar problems until they reach…
Descriptors: Academic Persistence, Game Based Learning, Failure, Algebra
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Deveci, I.; Onder, I. – Science Education International, 2015
The purpose of the present study was to investigate the views of the students on homework assignments for science courses. Survey method was adopted for this study. The sample for the study was composed of 1584 seventh and eighth grade students from middle schools. The views of the students regarding homework assignments for science and technology…
Descriptors: Middle School Students, Student Attitudes, Homework, Assignments