ISLS 2026
CSCL Long Paper

#905: Frame Alignment and Feedback in CT-ified Science Classrooms

Fri Jun 19, 8:00 AM–9:30 AM · ALP 3600
Part of Design

While computational thinking (CT) is an integral part of modern scientific inquiry, STEM teachers struggle to incorporate these ideas in classrooms. We report on the efforts of a design-based implementation research project in which teachers participate in a constructionist co-design process to design and then implement CT-ified STEM units in their classrooms. Using feedback teachers left on student responses from these unit implementations, we utilize a basic bag-of-words model to show that teachers did specifically attend to student learning at the intersection of CT and STEM. We then further explicate this evidence through a qualitative think-aloud interview with one of the teachers who designed and implemented a curriculum based around computational models in biology. What we find is evidence that STEM teachers in CT-ified classrooms can assess both CT and STEM skills at the same time though this intersection still needs additional attention in terms of tools and PD for teachers.

Speakers

  • Connor Bain — Northwestern University

Authors

Connor Bain, Uri Wilensky