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Direct linkDu, Xu; Zhang, Mingyan; Shelton, Brett E.; Hung, Jui-Long – Interactive Learning Environments, 2022
The study proposes two new measures, time and location entropy, to depict students' physical spatio-temporal contexts when engaged in an online course. As "anytime, anywhere" access has been touted as one of the most attractive features of online learning, the question remains as to the success of students when engaging in online courses…
Descriptors: Electronic Learning, Online Courses, Access to Education, Learning Processes
Ji-Eun Lee; Amisha Jindal; Sanika Nitin Patki; Ashish Gurung; Reilly Norum; Erin Ottmar – Interactive Learning Environments, 2024
This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined 1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction and 2)…
Descriptors: Teaching Methods, Algorithms, Mathematics Tests, Computer Games
Liu, Min; Li, Chenglu; Pan, Zilong; Pan, Xin – Interactive Learning Environments, 2023
More research is needed on how to best use analytics to support educational decisions and design effective learning environments. This study was to explore and mine the data captured by a digital educational game designed for middle school science to understand learners' behavioral patterns in using the game, and to use evidence-based findings to…
Descriptors: Computer Games, Educational Games, Instructional Design, Instructional Effectiveness
Erhel, Séverine; Jamet, Eric – Interactive Learning Environments, 2016
Few studies have investigated the effects of the instructions provided in educational computer games on cognitive processing and learning outcomes. In our experiment, we sought to compare the effects on learning outcomes of two different types of goal-oriented instructions: "mastery-goal" instructions, which prompt learners to develop…
Descriptors: Outcomes of Education, Goal Orientation, Instruction, Video Games
Hsieh, Ya-Hui; Lin, Yi-Chun; Hou, Huei-Tse – Interactive Learning Environments, 2016
Well-designed game-based learning can provide students with an innovative environment that may enhance students' motivation and engagement in learning and thus improve their learning performance. The purpose of this study was to examine the relationships among elementary school students' flow experience and learning performances. We also…
Descriptors: Foreign Countries, Elementary School Students, Educational Games, Learning Processes
Kollöffel, Bas; de Jong, Ton – Interactive Learning Environments, 2016
Feedback indicating how well students are performing during a learning task can be very stimulating. In this study with a pre- and post-test design, the effects of two types of performance feedback on learning results were compared: feedback during a learning task was either stated in terms of how well the students were performing relative to…
Descriptors: Foreign Countries, Secondary School Students, Vocational Education, Engineering Education
