2 papers
cs.CL2025
A Framework for Deductive Semantic Content Analysis at Scale in Science Education Using Text Embeddings
Jonas Timmann Mjaaland, Markus Fleten Kreutzer, Halvor Tyseng +5
Qualitative content analysis of open-ended survey responses is a commonly used research method in science education. However, traditional coding approaches are often time-consuming…
physics.ed-ph2024
Using Text Embeddings for Deductive Qualitative Research at Scale in Physics Education
Tor Ole B. Odden, Halvor Tyseng, Jonas Timmann Mjaaland +2
We propose a technique for performing deductive qualitative data analysis at scale on text-based data. Using a natural language processing technique known as text embeddings, we cr…