Analytics for supporting teaching success in higher education: A systematic review

D Ifenthaler, JYK Yau - 2022 IEEE Global Engineering …, 2022 - ieeexplore.ieee.org
Learning analytics are utilized to support learners' educational needs as well as to enhance
their study success, for example, via the use of real-time prompts, motivational dashboards …

[HTML][HTML] The current landscape of learning analytics in higher education

O Viberg, M Hatakka, O Bälter, A Mavroudi - Computers in human behavior, 2018 - Elsevier
Learning analytics can improve learning practice by transforming the ways we support
learning processes. This study is based on the analysis of 252 papers on learning analytics …

Implementing learning analytics into existing higher education legacy systems

D Klasen, D Ifenthaler - Utilizing learning analytics to support study …, 2019 - Springer
Learning analytics have become a well-considered aspect of modern digital learning
environments. One opportunity of learning analytics is the use of learning process data …

A resource-constrained approach to implementing analytics in an institution of higher education: An experience report

JP Buerck - Journal of Learning Analytics, 2014 - learning-analytics.info
Academic analytics and learning analytics have been increasingly adopted by academic
institutions of higher learning for improving student performance and retention. While …

Using learning analytics to support teaching and learning in higher education: A systematic focused review of journal publications from 2016 to present

M Liu, Z Pan, C Li, S Han, Y Shi… - International Journal on E …, 2021 - learntechlib.org
There has been an increasing interest in learning analytics (LA) research especially in
higher education (HE) in recent years. In this study, we conducted a systematic focused …

Learner facing analytics: Analysis of student perspectives

D West, B Searle, J Vanderlelie, D Toohey… - 2019 - researchdirect.westernsydney.edu …
With the focus on academic (rather than student perspectives) in mind and building on the
previous Innovative Research Universities (IRU) funded project on The use of Learning …

Epilogue: Future directions on learning analytics to enhance study success

DK Mah, JYK Yau, D Ifenthaler - Utilizing learning analytics to support …, 2019 - Springer
Utilising learning analytics in order to enhance study success is an emerging topic in higher
education. Empirical evidence is still scarce, even though some higher education institutions …

Where Is the Learning in Learning Analytics? A systematic literature review to identify measures of affected learning

J Knobbout, E van der Stappen - … Learning, EC-TEL 2018, Leeds, UK …, 2018 - Springer
Learning analytics is the analysis and visualization of student data with the purpose of
improving education. Literature reporting on measures of the effects of data-driven …

Critical success factors for implementing learning analytics in higher education: A mixed-method inquiry

JA Clark, Y Liu, P Isaias - Australasian Journal of Educational …, 2020 - ajet.org.au
Critical success factors (CSFs) have been around since the late 1970s and have been used
extensively in information systems implementations. CSFs provide a comprehensive …

[图书][B] Utilizing learning analytics to support study success

D Ifenthaler, DK Mah, JYK Yau - 2019 - Springer
Advances in educational technology have enabled opportunities to provide insight into how
learners engage within the learning environment provided. The resulting availability of vast …