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 …

Designing in Context: Reaching beyond Usability in Learning Analytics Dashboard Design.

J Ahn, F Campos, M Hays, D DiGiacomo - Journal of Learning Analytics, 2019 - ERIC
Researchers and developers of learning analytics (LA) systems are increasingly adopting
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

EQ Rosenzweig, CS Hulleman, KE Barron… - The Journal of …, 2019 - Taylor & Francis
A growing body of research suggests that interventions promoting students' utility value for a
subject can improve their academic outcomes. However, numerous questions remain …

[Књига][B] Learning analytics goes to school: A collaborative approach to improving education

A Krumm, B Means, M Bienkowski - 2018 - taylorfrancis.com
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 …

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 …

Aligning the goals of learning analytics with its research scholarship: An open peer commentary approach

R Ferguson, H Khosravi, V Kovanović… - Journal of Learning …, 2023 - oro.open.ac.uk
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 …

Utility value trajectories and their relationship with behavioral engagement and performance in introductory statistics

CC Sutter, CS Hulleman, KB Givvin, M Tucker - Learning and Individual …, 2022 - Elsevier
This study examined utility value trajectories overall and by gender, race, and
underrepresented racial minority (URM) status within an introductory statistics course and …

[PDF][PDF] Measuring motivation in educational settings: A Case for pragmatic measurement

JJ Kosovich, CS Hulleman… - The Cambridge handbook …, 2017 - researchgate.net
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 …

Supporting the initial work of evidence-based improvement cycles through a data-intensive partnership

AJ Bowers, AE Krumm - Information and Learning Sciences, 2021 - emerald.com
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 …

Grit and learning: Understanding the sequential learning behaviours in snap!

M Gao, J Zhang, Y Lu, K Kahn… - Journal of Computer …, 2023 - Wiley Online Library
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 …