Learning Analytics Among University Teachers: Preliminary Findings

This study investigates the use of learning analytics among university teachers. A survey, developed based on a literature review, was distributed to faculty members at the University of Maribor, Slovenia, and the University of Rijeka, Croatia. The preliminary findings show that university teachers primarily use learning management systems to collect data, but rarely combine data from different sources or use advanced analytics techniques such as machine learning. The study also reveals scepticism around ease of use, confidence in analytics and social impact, highlighting the importance of facilitating conditions for adoption. Despite these challenges, participants recognise the benefits of learning analytics to make informed decisions and improve teaching effectiveness. The study underscores the need for further research to develop better tools and support for widespread adoption.

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Published
2025-03-19
DOI
https://doi.org/10.18690/um.fov.2.2025.44
Primary Topic
Online Learning and Analytics
Type
article
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article

Learning Analytics Among University Teachers: Preliminary Findings

Anja Žnidaršič, Marjeta Marolt, Vanja Slavuj, Danijela Jakšić
Online Learning and Analytics
article

Learning Analytics Among University Teachers: Preliminary Findings

Anja Žnidaršič, Marjeta Marolt, Vanja Slavuj, Danijela Jakšić
article en

Abstract

This study investigates the use of learning analytics among university teachers. A survey, developed based on a literature review, was distributed to faculty members at the University of Maribor, Slovenia, and the University of Rijeka, Croatia. The preliminary findings show that university teachers primarily use learning management systems to collect data, but rarely combine data from different sources or use advanced analytics techniques such as machine learning. The study also reveals scepticism around ease of use, confidence in analytics and social impact, highlighting the importance of facilitating conditions for adoption. Despite these challenges, participants recognise the benefits of learning analytics to make informed decisions and improve teaching effectiveness. The study underscores the need for further research to develop better tools and support for widespread adoption.

University of Maribor (SI), Advanced Materials and Technologies (Slovenia) (SI)
Openalex Percentile: Top 96%
Online Learning and Analytics
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Learning Analytics Among University Teachers: Preliminary Findings — Anja Žnidaršič, Marjeta Marolt, et al. · (2025) | TGRS Research Map | TGRS