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/

Bibliographische Notiz

Publisher Copyright:
© 2024 SEFI 2024 - 52nd Annual Conference of the European Society for Engineering, Proceedings: Educating Responsible Engineers. All rights reserved.

DOI

Zuletzt angesehen

Publikationen

  1. Lyapunov approach for a pi-controller with anti-windup in a permanent magnet synchronous motor using chopper control
  2. Modeling and simulation of size effects in metallic glasses with non-local continuum mechanics theory
  3. Getting down to specifics on RCA [Resource Consumption Accounting]
  4. Exploring priority effects in a central European grassland field experiment in order to inform restoration
  5. The identification of up-And downstream industries using input-output tables and a firm-level application to minority shareholdings
  6. Life satisfaction in Germany after reunification: Additional insights on the pattern of convergence
  7. Public Value: rethinking value creation
  8. Towards productive functions?
  9. Bayesian Analysis of Longitudinal Multitrait
  10. Are all errors created equal?
  11. Errors in Working with Office Computers
  12. Introduction: The representative turn in EU studies
  13. Duration of Organizational Decision Processes in Organizations in View of Simulation Calculations
  14. Portuguese part-of-speech tagging with large margin structure learning
  15. A Two-Stage Sliding-Mode High-Gain Observer to Reduce Uncertainties and Disturbances Effects for Sensorless Control in Automotive Applications
  16. Archives
  17. Implementing the Kyoto Protocol without Russia
  18. Crowdsourcing
  19. Ob lang oder kurz, berührbar oder nicht: Ist die Längenschätzkompetenz eindimensional?
  20. Energy model, boundary object and societal lens
  21. Soft Skills for Hard Constraints
  22. Advancing Qualitative Meta-Studies (QMS)
  23. Introduction to Philosophy of Management
  24. How people explain their own and others’ behavior:
  25. Development and criterion validity of differentiated and elevated vocational interests in adolescence
  26. Calibration of a simple method for determining ammonia loss in the field
  27. Conceptualizing community in energy systems
  28. Embedding Evidence on Conservation Interventions Within a Context of Multilevel Governance
  29. A highly transparent method of assessing the contribution of incentives to meet various technical challenges in distributed energy systems

Presse / Medien

  1. Rezension zu "Papierboot"