Learning Analytics with Matlab Grader in Undergraduate Engineering Courses

Publikation: Beiträge in SammelwerkenAufsätze in KonferenzbändenForschungbegutachtet

Authors

The presented paper deals with the development and evaluation of a teaching-learning innovation for better student support in the introductory phase of engineering studies. Previous results of a longitudinal study on the study entry phase have shown that there is a strong heterogeneity in terms of prior knowledge of maths and electrical engineering and that there are general deficits in computer skills.To counteract this, a digitally supported introductory study phase was designed with the help of learning analyticsthrough data acquisitionviamatlab grader, which enables an effective transition from school to university and improves study skills at the start of the degree programme. In the long term, the implementation of learning analytics should also serve to recognise students at risk at anearly stage and enable interventions.This paper aims to contribute to the current discussion on technology in engineering studies, offering both theoretical and practical perspectives. Topics such as the design of an improved introduction phase, agile adaptations to future developments and support for students in the use of technology is addressed, and approaches to evaluation methods for quality assurance and validation will be presented. The evaluation results of the teaching-learning innovation with Matlab Grader show that there is a correlation between the exam grade and the use of Matlab Grader.
OriginalspracheEnglisch
Titel52nd Annual Conference of the European Society for Engineering Education, Proceedings : Educating Responsible Engineers
HerausgeberJessica Dehler Zufferey, Greet Langie, Roland Tormey, Balázs Vince Nagy
Anzahl der Seiten8
ErscheinungsortBrüssel
VerlagEuropean Society for Engineering Education (SEFI)
Erscheinungsdatum2024
Seiten430-437
ISBN (elektronisch)978-2-87352-027-4
DOIs
PublikationsstatusErschienen - 2024
Veranstaltung52nd Annual Conference of the European Society for Engineering Education - SEFI 2024: Educating Responsible Engineers - Lausanne Schweiz, Lausanne, Schweiz
Dauer: 02.09.202405.09.2024
Konferenznummer: 52
https://sefi2024.eu/

DOI