Trends of Using AI Services Between Students of Educational Study Programs at the University of Maribor

Since the widespread availability of ChatGPT, the utilization of large language models (LLMs) among students has notably changed. This study investigates LLM usage trends during 2023-2024 and 2024-2025 at the University of Maribor, covering Faculties of Arts, Education, and Natural Science and Mathematics. Initially, 20% of students subscribed to LLM services in 2023-2024; however, this figure significantly dropped to 4% in 2024-2025. Verification practices also decreased-from 70% to 45%-with 26% of students accepting LLM-generated outputs without verification. The primary uses of LLMs remained consistent: concept explanation, supplementary information access, and basic information retrieval. Translation declined notably from third to sixth most common application. Interestingly, LLM use did not significantly rise during examination periods. Subscription rates varied by year of study, with fourth-year students highest at 9%, followed by fifth-year at 7%. These shifts indicate changing perceptions of LLM reliability, emphasizing the urgency of training educators to integrate AI effectively. Furthermore, this evolving reliance underscores the need to strengthen students' critical thinking in AI-assisted learning environments.

Authors

Institutions

Publication Details

Published
2025-06-02
DOI
https://doi.org/10.1109/mipro65660.2025.11131867
Primary Topic
Robotics and Automated Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Trends of Using AI Services Between Students of Educational Study Programs at the University of Maribor

Marjan Krašna, Tomaž Bratina
Robotics and Automated Systems
article

Trends of Using AI Services Between Students of Educational Study Programs at the University of Maribor

Marjan Krašna, Tomaž Bratina
article en

Abstract

Since the widespread availability of ChatGPT, the utilization of large language models (LLMs) among students has notably changed. This study investigates LLM usage trends during 2023-2024 and 2024-2025 at the University of Maribor, covering Faculties of Arts, Education, and Natural Science and Mathematics. Initially, 20% of students subscribed to LLM services in 2023-2024; however, this figure significantly dropped to 4% in 2024-2025. Verification practices also decreased-from 70% to 45%-with 26% of students accepting LLM-generated outputs without verification. The primary uses of LLMs remained consistent: concept explanation, supplementary information access, and basic information retrieval. Translation declined notably from third to sixth most common application. Interestingly, LLM use did not significantly rise during examination periods. Subscription rates varied by year of study, with fourth-year students highest at 9%, followed by fifth-year at 7%. These shifts indicate changing perceptions of LLM reliability, emphasizing the urgency of training educators to integrate AI effectively. Furthermore, this evolving reliance underscores the need to strengthen students' critical thinking in AI-assisted learning environments.

University of Maribor (SI)
Openalex Percentile: Top 72%
Robotics and Automated Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.