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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 …
Designing in Context: Reaching beyond Usability in Learning Analytics Dashboard Design.
Researchers and developers of learning analytics (LA) systems are increasingly adopting
human-centred design (HCD) approaches, with growing need to understand how to apply …
human-centred design (HCD) approaches, with growing need to understand how to apply …
Promises and pitfalls of adapting utility value interventions for online math courses
A growing body of research suggests that interventions promoting students' utility value for a
subject can improve their academic outcomes. However, numerous questions remain …
subject can improve their academic outcomes. However, numerous questions remain …
[Књига][B] Learning analytics goes to school: A collaborative approach to improving education
Learning Analytics Goes to School presents a framework for engaging in education research
and improving education practice through the use of newly available data sources and …
and improving education practice through the use of newly available data sources and …
Measuring Mastery Behaviours at Scale: The Persistence, Effort, Resilience, and Challenge-Seeking (PERC) Task.
T Porter, DC Molina, L Blackwell, S Roberts… - Journal of Learning …, 2020 - ERIC
Mastery behaviours--seeking out challenging tasks and continuing to work on them despite
difficulties--are integral to achievement but difficult to measure with precision. The current …
difficulties--are integral to achievement but difficult to measure with precision. The current …
Aligning the goals of learning analytics with its research scholarship: An open peer commentary approach
To promote cross-community dialogue on matters of significance within the field of learning
analytics], we as editors-in-chief of the Journal of Learning Analytics have introduced a …
analytics], we as editors-in-chief of the Journal of Learning Analytics have introduced a …
Utility value trajectories and their relationship with behavioral engagement and performance in introductory statistics
This study examined utility value trajectories overall and by gender, race, and
underrepresented racial minority (URM) status within an introductory statistics course and …
underrepresented racial minority (URM) status within an introductory statistics course and …
[PDF][PDF] Measuring motivation in educational settings: A Case for pragmatic measurement
A reality of conducting motivation research in educational settings is that there are tensions
between technical standards of research and practical constraints of a given situation …
between technical standards of research and practical constraints of a given situation …
Supporting the initial work of evidence-based improvement cycles through a data-intensive partnership
Purpose Currently, in the education data use literature, there is a lack of research and
examples that consider the early steps of filtering, organizing and visualizing data to inform …
examples that consider the early steps of filtering, organizing and visualizing data to inform …
Grit and learning: Understanding the sequential learning behaviours in snap!
Background As a non‐cognitive trait, grit plays an important role in human learning.
Although students higher in grit are more likely to perform well on tests, how they learn in the …
Although students higher in grit are more likely to perform well on tests, how they learn in the …