30 June 2025 to 4 July 2025
Leiden University, Gorlaeus building
Europe/Amsterdam timezone
The call for papers will be out in August. Please already prepare your paper.

Evaluating Scientific Argumentation Skills in Undergraduate Lab Reports at scale using AI

3 Jul 2025, 16:10
20m
BM1.26 (Gorlaeus building)

BM1.26

Gorlaeus building

Einsteinweg 55 2333 CC Leiden
Oral presentation Laboratory-based physics (LAB) Parallel oral presentations LAB

Speaker

Oxana Andriuc

Description

Evaluating the efficacy of teaching scientific argumentation skills in undergraduate courses is an important task for ensuring that we are providing a high-quality scientific education. To this end, we propose an approach that leverages recent advancements in computational methods to automate the extraction of text from undergraduate student lab reports and identify elements of scientific argumentation. We build on existing argumentation frameworks to develop a new coding scheme that encompasses content labels, inter-sentence relations, and physical and logical correctness. With this method, we aim to investigate the possibility of building a fully automated pipeline for evaluating our teaching.

Education level Age over 18 (excluding teacher education)
Physics topic Other
Research focus Evaluation & Assessment
Research method Mixed method (qualitative & quantitative)
Organizing preference criteria Education level

Authors

Presentation materials