Learning analytics dashboard: a tool for providing actionable insights to learners
This study investigates current approaches to learning analytics (LA) dashboarding while
highlighting challenges faced by education providers in their operationalization. We analyze …
highlighting challenges faced by education providers in their operationalization. We analyze …
[HTML][HTML] Students matter the most in learning analytics: The effects of internal and instructional conditions in predicting academic success
Predictive modelling of academic success and retention has been a key research theme in
Learning Analytics. While the initial work on predictive modelling was focused on the …
Learning Analytics. While the initial work on predictive modelling was focused on the …
[PDF][PDF] A practitioner's guide to measurement in learning analytics: Decisions, opportunities, and challenges
What is our data measuring, why are we measuring it, and what can we infer from our
measurements? These are key questions for models of learning, and the focus of this …
measurements? These are key questions for models of learning, and the focus of this …
[PDF][PDF] The journey of learning analytics
It has been almost a decade since the emergence of learning analytics, a bricolage field of
research and practice that focuses on understanding and optimising learning and learning …
research and practice that focuses on understanding and optimising learning and learning …
Learner-facing learning analytic–Feedback and motivation: A critique
Data analysis to guide the design and deployment of learning experiences has been in use
in educational institutions for decades. While this has made it possible to predict retention …
in educational institutions for decades. While this has made it possible to predict retention …
Visualizing data to support judgement, inference, and decision making in learning analytics: Insights from cognitive psychology and visualization science
SSJ Alhadad - Journal of Learning Analytics, 2018 - learning-analytics.info
Understanding human judgement and decision making during visual inspection of data is of
both practical and theoretical interest. While visualizing data is a commonly employed …
both practical and theoretical interest. While visualizing data is a commonly employed …
Learning analytics: Using data-informed decision-making to improve teaching and learning
AF Wise - Contemporary technologies in education: Maximizing …, 2019 - Springer
This chapter describes three characteristics of Learning Analytics work that distinguish it
from prior educational research to give readers a concise overview of what makes learning …
from prior educational research to give readers a concise overview of what makes learning …
Measuring leadership development in workplace learning using automated assessments: Learning analytics and measurement theory approach
Technological affordances have shown promising potential in advancing the delivery of
corporate learning programmes designed for professional leadership development …
corporate learning programmes designed for professional leadership development …
Model-based operative performance expectations for quantifying competency in general surgery
Importance Understanding how to translate workplace-based assessment (WBA) ratings into
metrics that communicate the ability of a surgeon to perform a procedure would represent a …
metrics that communicate the ability of a surgeon to perform a procedure would represent a …
Processing and understanding moodle log data and their temporal dimension
The Temporal Dimension of Moodle Log Data Page 1 Volume 10(2), 126–141. https://doi.org/10.18608/jla.2023.7867
Processing and Understanding Moodle Log Data and Their Temporal Dimension Daniela …
Processing and Understanding Moodle Log Data and Their Temporal Dimension Daniela …