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 …

Identifying needs for learning analytics adoption in Latin American universities: A mixed-methods approach

I Hilliger, M Ortiz-Rojas, P Pesántez-Cabrera… - The Internet and Higher …, 2020 - Elsevier
Learning Analytics (LA) is perceived to be a promising strategy to tackle persisting
educational challenges in Latin America, such as quality disparities and high dropout rates …

Map** learning analytics initiatives in Latin America

C Cechinel, X Ochoa… - British Journal of …, 2020 - Wiley Online Library
Abstract The growth of Learning Analytics (LA) as a research field has been extensively
documented since its beginnings. This paper provides a broad overview of the publications …

Towards learning analytics adoption: A mixed methods study of data‐related practices and policies in Latin American universities

I Hilliger, M Ortiz‐Rojas… - British Journal of …, 2020 - Wiley Online Library
Abstract In Latin American universities, Learning Analytics (LA) has been perceived as a
promising opportunity to leverage data to meet the needs of a diverse student cohort …

Adaptation and evaluation of a learning analytics dashboard to improve academic support at three Latin American universities

J Guerra, M Ortiz-Rojas… - British Journal of …, 2020 - Wiley Online Library
Despite the success of academic advising dashboards in several higher educational
institutions (HEI), these dashboards are still under‐explored in Latin American HEI's. To …

Perceptions and expectations about learning analytics from a brazilian higher education institution

TP Falcão, RF Mello, RL Rodrigues, JRB Diniz… - Proceedings of the …, 2020 - dl.acm.org
Several tools to support learning processes based on educational data have emerged from
research on Learning Analytics (LA) in the last few years. These tools aim to support …

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 …

Learning analytics initiatives in Latin America: Implications for educational researchers, practitioners and decision makers

SZ Salas‐Pilco, Y Yang - British Journal of Educational …, 2020 - Wiley Online Library
This study presents several Latin American research initiatives in the field of learning
analytics (LA). The study's purpose is to enhance awareness and understanding of LA …

Perspectives and Opportunities for Learning Analytics Integration: A Qualitative Study in Mexican Universities.

T Bautista-Godínez, G Castañeda-Garza, RP Mora… - Journal of Learning …, 2024 - ERIC
The adoption of learning analytics (LA) in higher education institutions (HEIs) in Mexico is
still at an early stage despite increasing global interest and advances in the field. The use of …

Architectural Design for the Implementation of Learning Analytics: Case Study at Salesian Polytechnic University

ST Castro Arias, MA Quiroz Martinez… - … Conference on Applied …, 2021 - Springer
Learning analytics consist of measuring, capturing, and analyzing student data. Currently,
the use of learning analytics in Universities constitutes a world trend that helps to make …