Factors influencing beliefs for adoption of a learning analytics tool: An empirical study

L Ali, M Asadi, D Gašević, J Jovanović, M Hatala - Computers & Education, 2013 - Elsevier
Present research and development offer various learning analytics tools providing insights
into different aspects of learning processes. Adoption of a specific tool for practice is based …

Teachers' views regarding learning analytics usage based on the technology acceptance model

A Mavroudi, S Papadakis, I Ioannou - TechTrends, 2021 - Springer
The article is focusing on aspects related to technology acceptance of LA in the context of
school education. A survey that was based on the Technology Acceptance Model was …

Making sense of learning analytics dashboards: A technology acceptance perspective of 95 teachers

B Rienties, C Herodotou, T Olney, M Schencks… - International Review of …, 2018 - erudit.org
The importance of teachers in online learning is widely acknowledged to effectively support
and stimulate learners. With the increasing availability of learning analytics data, online …

How do we start? An approach to learning analytics adoption in higher education

D Gasevic, YS Tsai, S Dawson, A Pardo - The International Journal of …, 2019 - emerald.com
Purpose The analysis of data collected from user interactions with educational and
information technology has attracted much attention as a promising approach to advancing …

Towards a partnership of teachers and intelligent learning technology: A systematic literature review of model‐based learning analytics

T Ley, K Tammets, G Pishtari, P Chejara… - Journal of Computer …, 2023 - Wiley Online Library
Background With increased use of artificial intelligence in the classroom, there is now a
need to better understand the complementarity of intelligent learning technology and …

[HTML][HTML] Untangling connections between challenges in the adoption of learning analytics in higher education

AS Alzahrani, YS Tsai, S Iqbal, PMM Marcos… - Education and …, 2023 - Springer
Potential benefits of learning analytics (LA) for improving students' performance, predicting
students' success, and enhancing teaching and learning practice have increasingly been …

Adoption of learning analytics in higher education institutions: A systematic literature review

L Márquez, V Henríquez, H Chevreux… - British Journal of …, 2024 - Wiley Online Library
Learning analytics (LA) is an emerging area that has had extensive development in higher
education in recent years, focused both on the learning process of students within subjects …

Features students really expect from learning analytics

C Schumacher, D Ifenthaler - Computers in human behavior, 2018 - Elsevier
More and more learning in higher education settings is being facilitated through online
learning environments. Students' ability to self-regulate their learning is considered a key …

Overcoming challenges to the adoption of learning analytics at the practitioner level: A critical analysis of 18 learning analytics frameworks

R Kaliisa, A Kluge, AI Mørch - Scandinavian Journal of Educational …, 2022 - Taylor & Francis
Learning analytics (LA) is a fast-growing field but adoption by teachers remain limited. This
paper presents the results of a review of 18 LA frameworks and discusses how they have …

Designing pedagogical interventions to support student use of learning analytics

AF Wise - Proceedings of the fourth international conference on …, 2014 - dl.acm.org
This article addresses a relatively unexplored area in the emerging field of learning
analytics, the design of learning analytics interventions. A learning analytics intervention is …