[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 … of 252 papers on learning analytics in higher education published between 2012 and …

Learning analytics in higher education—a literature review

P Leitner, M Khalil, M Ebner - Learning analytics: Fundaments …, 2017 - Springer
Learning Analytics (LA) in the Higher Education (HE) arena. Therefore, we used mixed-method
analysis and searched through three popular libraries, including the Learning Analytics

Learning analytics in higher education---challenges and policies: a review of eight learning analytics policies

YS Tsai, D Gasevic - … of the seventh international learning analytics & …, 2017 - dl.acm.org
learning analytics of relevance for higher education, and discusses how these policies have
tried to address prominent challenges in the adoption of learning analyticslearning analytics

Learning analytics methods, benefits, and challenges in higher education: A systematic literature review.

JT Avella, M Kebritchi, SG Nunn, T Kanai - Online Learning, 2016 - ERIC
higher education stakeholders to help them effectively apply learning analytics in higher
education… What are the methods for conducting learning analytics in education? 2. What are the …

[PDF][PDF] Learning analytics in higher education

P Arroway, G Morgan, M O'Keefe, R Yanosky - 2015 - academia.edu
Learning is, after all, the business of higher education. We have tried to use common sense
in deciding what constitutes learning analytics and have not insisted that every activity, tool, …

Are higher education institutions prepared for learning analytics?

D Ifenthaler - TechTrends, 2017 - Springer
… A learning analytics benefits matrix was used for this study to … of learning analytics at higher
education institutions, explore the importance of data sources for a valid learning analytics

A review of learning analytics intervention in higher education (2011–2018)

BT Wong, KC Li - Journal of Computers in Education, 2020 - Springer
… development of learning analytics, the … learning analytics and has yet to be widely implemented.
This paper reviews 24 case studies of learning analytics intervention in higher education

The efficacy of learning analytics interventions in higher education: A systematic review

A Larrabee Sønderlund, E Hughes… - … Journal of Educational …, 2019 - Wiley Online Library
… on the use of learning analytics in higher education, focusing … of interventions based on
learning analytics. These studies … of scientifically driven learning analytics is needed to build a …

Utilising learning analytics to support study success in higher education: a systematic review

D Ifenthaler, JYK Yau - Educational Technology Research and …, 2020 - Springer
… Therefore, the purpose of this article is to identify empirical evidence demonstrating how
learning analytics have been successful in facilitating study success in higher education. …

Learning analytics in European higher education—Trends and barriers

YS Tsai, D Rates, PM Moreno-Marcos… - … & Education, 2020 - Elsevier
Learning analytics (LA) as a research field has grown rapidly … to LA in European higher
education and discusses prominent … from 83 different higher education institutions in 24 …