Mining big data in education: Affordances and challenges
The emergence of big data in educational contexts has led to new data-driven approaches
to support informed decision making and efforts to improve educational effectiveness. Digital …
to support informed decision making and efforts to improve educational effectiveness. Digital …
Connecting the dots–A literature review on learning analytics indicators from a learning design perspective
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …
Where is the evidence? A call to action for learning analytics
Where is the evidence for learning analytics? In particular, where is the evidence that it
improves learning in practice? Can we rely on it? Currently, there are vigorous debates …
improves learning in practice? Can we rely on it? Currently, there are vigorous debates …
Evaluating the impact of careless responding on aggregated-scores: To filter unmotivated examinees or not?
When examinees' test-taking motivation is questionable, practitioners must determine
whether careless responding is of practical concern and if so, decide on the best approach …
whether careless responding is of practical concern and if so, decide on the best approach …
Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy
A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …
providing teaching and learning experiences to hundreds even thousands of users, an …
Harnessing the potential of trace data and linguistic analysis to predict learner performance in a multi‐text writing task
Background Assignments that involve writing based on several texts are challenging to
many learners. Formative feedback supporting learners in these tasks should be informed …
many learners. Formative feedback supporting learners in these tasks should be informed …
Understanding the keystroke log: the effect of writing task on keystroke features
Keystroke logging is used to automatically record writers' unfolding ty** process and to get
insight into moments when they struggle composing text. However, it is not clear which and …
insight into moments when they struggle composing text. However, it is not clear which and …
Association of keyboarding fluency and writing performance in online-delivered assessment
Keyboard-based writing has become increasingly important in everyday living and
professional working. However, keyboarding literacy is presumed in most situations; there …
professional working. However, keyboarding literacy is presumed in most situations; there …
Exploring the interplay between EFL learners' L2 writing boredom, writing motivation, and boredom co** strategies
This study set out to scrutinize the interplay between 338 (218 male and 120 female) English
as a second or foreign language learners' second language writing boredom (L2WB) and …
as a second or foreign language learners' second language writing boredom (L2WB) and …
Learning analytics in the era of large language models
Learning analytics (LA) has the potential to significantly improve teaching and learning, but
there are still many areas for improvement in LA research and practice. The literature …
there are still many areas for improvement in LA research and practice. The literature …