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The literature landscape of blended learning in higher education: The need for better understanding of academic blended practice
If we are to realise the potential of blended learning in higher education, then further
research into academic practice and relevant academic development is essential. Our …
research into academic practice and relevant academic development is essential. Our …
Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success
This study examined the extent to which instructional conditions influence the prediction of
academic success in nine undergraduate courses offered in a blended learning model (n …
academic success in nine undergraduate courses offered in a blended learning model (n …
Students' LMS interaction patterns and their relationship with achievement: A case study in higher education
Abstract The use of Learning Management Systems has grown exponentially in the last
several years and has come to have a strong effect on the teaching-learning process …
several years and has come to have a strong effect on the teaching-learning process …
[HTML][HTML] Learning analytics on video-viewing engagement in a flipped statistics course: Relating external video-viewing patterns to internal motivational dynamics and …
CH Liao, JY Wu - Computers & Education, 2023 - Elsevier
This study attempts to advance the comprehension of clickstream data in video-based
learning environments and interpret learning motivation from these large-volume and …
learning environments and interpret learning motivation from these large-volume and …
[HTML][HTML] Learning analytics and the Universal Design for Learning (UDL): A clustering approach
In the context of inclusive education, Universal Design for Learning (UDL) is a framework
used worldwide to create learning opportunities accessible to all learners. While much …
used worldwide to create learning opportunities accessible to all learners. While much …
Accessing online learning material: Quantitative behavior patterns and their effects on motivation and learning performance
Accessing learning materials, that is, lecture slides, video lectures, shared assignments, and
forum messages, is the most frequently performed online learning activity. However …
forum messages, is the most frequently performed online learning activity. However …
Detecting learning strategies with analytics: Links with self-reported measures and academic performance
The use of analytic methods for extracting learning strategies from trace data has attracted
considerable attention in the literature. However, there is a paucity of research examining …
considerable attention in the literature. However, there is a paucity of research examining …
Analytics of communities of inquiry: Effects of learning technology use on cognitive presence in asynchronous online discussions
This paper describes a study that looked at the effects of different technology-use profiles on
educational experience within communities of inquiry, and how they are related to the …
educational experience within communities of inquiry, and how they are related to the …
Students' interaction patterns in different online learning activities and their relationship with motivation, self-regulated learning strategy and learning performance
In this study, students' interactions with different learning activities are examined and the
relation among learning performance with different interaction patterns, learning …
relation among learning performance with different interaction patterns, learning …
[HTML][HTML] Exploring non-traditional learner motivations and characteristics in online learning: A learner profile study
The growth and uptake of educational technology has significantly reshaped the delivery of
distance and online learning. With an unprecedented number of learners engaging with …
distance and online learning. With an unprecedented number of learners engaging with …