Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

K Mangaroska, M Giannakos - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
As the fields of learning analytics and learning design mature, the convergence and
synergies between the two are becoming an important area for research. This paper intends …

Online Assessment in Higher Education: A Systematic Review.

J Heil, D Ifenthaler - Online Learning, 2023 - ERIC
Online assessment is defined as a systematic method of gathering information about a
learner and learning processes to draw inferences about the learner's dispositions. Online …

Let's not forget: Learning analytics are about learning

D Gašević, S Dawson, G Siemens - TechTrends, 2015 - Springer
The analysis of data collected from the interaction of users with educational and information
technology has attracted much attention as a promising approach for advancing our …

Historical threads, missing links, and future directions in AI in education

B Williamson, R Eynon - Learning, Media and Technology, 2020 - Taylor & Francis
Artificial intelligence has become a routine presence in everyday life. Accessing information
over the Web, consuming news and entertainment, the performance of financial markets, the …

Technology‐mediated learning theory

M Bower - British Journal of Educational Technology, 2019 - Wiley Online Library
Technology‐enhanced learning research, such as that relating to the use of online
technologies in formal learning contexts, is sometimes criticised for being under‐theorised …

Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success

D Gašević, S Dawson, T Rogers, D Gasevic - The Internet and Higher …, 2016 - Elsevier
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 …

Learning analytics to unveil learning strategies in a flipped classroom

J Jovanović, D Gašević, S Dawson, A Pardo… - The Internet and Higher …, 2017 - Elsevier
Prior education studies have consistently emphasized the importance of sustained and
active student engagement to aid academic performance and achievement of learning …

Visual learning analytics of educational data: A systematic literature review and research agenda

C Vieira, P Parsons, V Byrd - Computers & Education, 2018 - Elsevier
We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …

Predicting student performance from LMS data: A comparison of 17 blended courses using Moodle LMS

R Conijn, C Snijders, A Kleingeld… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
With the adoption of Learning Management Systems (LMSs) in educational institutions, a lot
of data has become available describing students' online behavior. Many researchers have …

Investigating students' use of self‐assessments in higher education using learning analytics

D Ifenthaler, C Schumacher… - Journal of Computer …, 2023 - Wiley Online Library
Background Formative assessments are vital for supporting learning and performance but
are also considered to increase the workload of teachers. As self‐assessments in higher …