[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 …

Predicting academic performance: a systematic literature review

A Hellas, P Ihantola, A Petersen, VV Ajanovski… - … companion of the 23rd …, 2018 - dl.acm.org
The ability to predict student performance in a course or program creates opportunities to
improve educational outcomes. With effective performance prediction approaches …

Where is the evidence? A call to action for learning analytics

R Ferguson, D Clow - Proceedings of the seventh international learning …, 2017 - dl.acm.org
Where is the evidence for learning analytics? In particular, where is the evidence that it
improves learning in practice? Can we rely on it? Currently, there are vigorous debates …

Connecting the dots–A literature review on learning analytics indicators from a learning design perspective

A Ahmad, J Schneider, D Griffiths… - Journal of Computer …, 2024 - Wiley Online Library
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …

Students learning pathways in higher blended education: An analysis of complex networks perspective

A Ramirez-Arellano - Computers & Education, 2019 - Elsevier
The purpose of this study is to introduce a model of the students' learning pathways, as a
network that captures the time dimension and sequences of the learning events. Also, the …

Exhibiting achievement behavior during computer-based testing: What temporal trace data and personality traits tell us?

Z Papamitsiou, AA Economides - Computers in Human Behavior, 2017 - Elsevier
Personalizing computer-based testing services to examinees can be improved by
considering their behavioral models. This study aims to contribute towards deeper …

The impact of on‐demand metacognitive help on effortful behaviour: A longitudinal study using task‐related visual analytics

Z Papamitsiou, AA Economides - Journal of Computer Assisted …, 2021 - Wiley Online Library
This longitudinal study investigates the differences in learners' effortful behaviour over time
due to receiving metacognitive help—in the form of on‐demand task‐related visual …

Personalising learning with learning analytics: A review of the literature

KC Li, BTM Wong - Blended Learning. Education in a Smart Learning …, 2020 - Springer
Advances have been made in personalised learning by the developments in learning
analytics, where useful information can be extracted from educational data and analysed to …

Mining User-Object Interaction Data for Student Modeling in Intelligent Learning Environments

JG Hernández-Calderón, E Benítez-Guerrero… - … and Computer Software, 2023 - Springer
This work seeks to contribute to the development of intelligent environments by presenting
an approach oriented to the identification of On-Task and Off-Task behaviors in educational …

The influence of business restructuring in public sector unit on the relationship between organizational climate, perceived performance and job satisfaction

GV Rao - Academy of Strategic Management Journal, 2017 - search.proquest.com
The excellence of the people is a direct outcome of the Organizational Climate. Indian
economic environment post globalization has undergone changes and refined the micro …