Applications of learning analytics in high schools: A systematic literature review

EBG Sousa, B Alexandre, R Ferreira Mello… - Frontiers in Artificial …, 2021 - frontiersin.org
Learning analytics aims to analyze data from students and learning environments to support
learning at different levels. Although learning analytics is a recent field, it reached a high …

Learning analytics on the african continent: An emerging research focus and practice

P Prinsloo, R Kaliisa - Journal of Learning Analytics, 2022 - learning-analytics.info
While learning analytics (LA) has been highlighted as a field aiming to address systemic
equity and quality issues within educational systems between and within regions, to date, its …

Subversive learning analytics

AF Wise, JP Sarmiento, M Boothe Jr - LAK21: 11th international learning …, 2021 - dl.acm.org
This paper puts forth the idea of a subversive stance on learning analytics as a theoretically-
grounded means of engaging with issues of power and equity in education and the ways in …

Learning analytics as data ecology: A tentative proposal

P Prinsloo, M Khalil, S Slade - Journal of Computing in Higher Education, 2024 - Springer
Central to the institutionalization of learning analytics is the need to understand and improve
student learning. Frameworks guiding the implementation of learning analytics flow from and …

Toward an Institutional Analytics Agenda for Addressing Student Dropout in Higher Education: An Academic Stakeholders' Perspective.

LMH De Silva, IA Chounta, MJ Rodríguez-Triana… - Journal of Learning …, 2022 - ERIC
Although the number of students in higher education institutions (HEIs) has increased over
the past two decades, it is far from assured that all students will gain an academic degree …

Student appreciation of data-driven feedback: A pilot study on OnTask

YS Tsai, RF Mello, J Jovanović, D Gašević - LAK21: 11th international …, 2021 - dl.acm.org
Feedback plays a crucial role in student learning. Learning analytics (LA) has demonstrated
potential in addressing prominent challenges with feedback practice, such as enabling …

[HTML][HTML] Four paradigms in learning analytics: Why paradigm convergence matters

RS Baker, D Gašević, S Karumbaiah - Computers and Education: Artificial …, 2021 - Elsevier
Learning analytics has matured significantly since its early days. The field has rapidly grown
in terms of the reputation of its publication venues, established a vibrant community, and has …

A shared lens around sensemaking in learning analytics: What activity theory, definition of a situation and affordances can offer

O Poquet - British Journal of Educational Technology, 2024 - Wiley Online Library
The paper argues that learning analytics as a research field can benefit from a theory‐
informed shared language to describe sensemaking of learning and teaching data. To make …

How are learning analytics considering the societal values of fairness, accountability, transparency and human well-being?: A literature review

E Hakami, D Hernández Leo - … A, Álvarez A, Caeiro-Rodríguez M …, 2020 - repositori.upf.edu
The scientific community is currently engaged in global efforts towards a movement that
promotes positive human values in the ways we formulate and apply Artificial Intelligence …

A penny for your thoughts: students and instructors' expectations about learning analytics in Brazil

T Pontual Falcão, R Lins Rodrigues… - … learning analytics and …, 2022 - dl.acm.org
Stakeholder engagement is a key aspect for the successful implementation of Learning
Analytics (LA) in Higher Education Institutions (HEIs). Studies in Europe and Latin America …