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[HTML][HTML] The longitudinal association between engagement and achievement varies by time, students' profiles, and achievement state: A full program study
There is a paucity of longitudinal studies in online learning across courses or throughout
programs. Our study intends to add to this emerging body of research by analyzing the …
programs. Our study intends to add to this emerging body of research by analyzing the …
[HTML][HTML] Intense, turbulent, or wallowing in the mire: A longitudinal study of cross-course online tactics, strategies, and trajectories
Research has repeatedly demonstrated that students with effective learning strategies are
more likely to have better academic achievement. Existing research has mostly focused on a …
more likely to have better academic achievement. Existing research has mostly focused on a …
[HTML][HTML] The longitudinal trajectories of online engagement over a full program
Student engagement has a trajectory (a timeline) that unfolds over time and can be shaped
by different factors including learners' motivation, school conditions, and the nature of …
by different factors including learners' motivation, school conditions, and the nature of …
The temporal dynamics of online problem-based learning: Why and when sequence matters
Early research on online PBL explored student satisfaction, effectiveness, and design. The
temporal aspect of online PBL has rarely been addressed. Thus, a gap exists in our …
temporal aspect of online PBL has rarely been addressed. Thus, a gap exists in our …
Research trends on learning computer programming with program animation: A systematic map** study
Over the last few decades, computer programming has become an important field of
endeavor due to rapid development in the information sector. Despite the importance of …
endeavor due to rapid development in the information sector. Despite the importance of …
[HTML][HTML] How CSCL roles emerge, persist, transition, and evolve over time: A four-year longitudinal study
A prevailing trend in CSCL literature has been the study of students' participatory roles. The
majority of existing studies examine a single collaborative task or, at most, a complete …
majority of existing studies examine a single collaborative task or, at most, a complete …
Transferring effective learning strategies across learning contexts matters: A study in problem-based learning
Learning strategies are important catalysts of students' learning. Research has shown that
students with effective learning strategies are more likely to have better academic …
students with effective learning strategies are more likely to have better academic …
A learning analytics perspective on educational escape rooms
Learning analytics methods have proven useful in providing insights from the increasingly
available digital data about students in a variety of learning environments, including serious …
available digital data about students in a variety of learning environments, including serious …
Using multimodal learning analytics to model students' learning behavior in animated programming classroom
Studies examining students' learning behavior predominantly employed rich video data as
their main source of information due to the limited knowledge of computer vision and deep …
their main source of information due to the limited knowledge of computer vision and deep …
[PDF][PDF] Sequence analysis in education: principles, technique, and tutorial with r
Patterns exist everywhere in our life, from the sequence of genes to the order of steps in
cooking recipes. Discovering patterns, variations, regularities, or irregularities is at the heart …
cooking recipes. Discovering patterns, variations, regularities, or irregularities is at the heart …