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Direct linkÇebi, Ayça; Araújo, Rafael D.; Brusilovsky, Peter – Journal of Research on Technology in Education, 2023
Online learning systems allow learners to freely access learning contents and record their interactions throughout their engagement with the content. By using data mining techniques on the student log data of those systems, it is possible to examine learning behavior and reveal navigation patterns through learning contents. This study was aimed at…
Descriptors: Individual Characteristics, Electronic Learning, Student Behavior, Learning Management Systems
Xiao, Feiya; Sun, Li – Journal of Research on Technology in Education, 2022
The primary aim of this study is to identify the characteristics of the students' profiles regarding information and communications technology (ICT) use and their relations to background, motivational factors, and academic achievement. A sample of 4,838 U.S. students from PISA 2018 data was used. Latent profile analysis on ICT use for different…
Descriptors: Achievement Tests, Secondary School Students, International Assessment, Foreign Countries
Chiu, Thomas K. F. – Journal of Research on Technology in Education, 2022
During school closures forced by the COVID-19 pandemic, remote/online learning has been adopted to help students continue to learn. Student engagement, which is energized by motivation as explained by self-determination theory (SDT), is a prerequisite for learning. Therefore, this study investigated how the three perceived psychological needs in…
Descriptors: Self Determination, Student Participation, COVID-19, Pandemics
