Multiple Enrollments: Clustering Dropout and Graduation Constellations in Business Administration Bachelor's Programme

ABSTRACT University students of Business Administration and related fields have high dropout rates, with previous research identifying student profiles of dropouts in business studies. Evidence is lacking for other university systems. Austria (Europe) allows for multiple enrollments and students with multiple enrollments accomplish more workload even after dropping out, compared to single enrollments. This study aimed to cluster Business Administration students per outcome constellation (graduation, dropout) on the dimensions workload and study duration. The sample consisted of 6151 students between the academic years of 2010/11 and 2022/23. Cluster analyses suggest that having multiple enrollments is related to higher workload and longer study duration. The clusters also indicate that benefits can be a second chance to graduate after dropping out from another programme. Transferability of passed exams is an important support mechanism. Future studies are needed to assess the performance of Business Administration students in the labor market dependent on their enrollments.

Authors

Institutions

Publication Details

Journal
European Journal of Education
Published
2025-03-17
DOI
https://doi.org/10.1111/ejed.12890
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multiple Enrollments: Clustering Dropout and Graduation Constellations in Business Administration Bachelor's Programme

Alexander Karl Ferdinand Loder
European Journal of Education
Online Learning and Analytics
article

Multiple Enrollments: Clustering Dropout and Graduation Constellations in Business Administration Bachelor's Programme

Alexander Karl Ferdinand Loder
article en

Abstract

ABSTRACT University students of Business Administration and related fields have high dropout rates, with previous research identifying student profiles of dropouts in business studies. Evidence is lacking for other university systems. Austria (Europe) allows for multiple enrollments and students with multiple enrollments accomplish more workload even after dropping out, compared to single enrollments. This study aimed to cluster Business Administration students per outcome constellation (graduation, dropout) on the dimensions workload and study duration. The sample consisted of 6151 students between the academic years of 2010/11 and 2022/23. Cluster analyses suggest that having multiple enrollments is related to higher workload and longer study duration. The clusters also indicate that benefits can be a second chance to graduate after dropping out from another programme. Transferability of passed exams is an important support mechanism. Future studies are needed to assess the performance of Business Administration students in the labor market dependent on their enrollments.

European Journal of EducationVol. 60(2)
University of Graz (AT)
Karl-Franzens-Universität Graz
Openalex Percentile: Top 96%
Online Learning and Analytics
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.