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…