Communicating about computational thinking: understanding affordances of portfolios for assessing high school students’ computational thinking and participation practices
Deborah Ann Fields, Debora Lui, Yasmin B. Kafai, Gayithri Jayathirtha, Justice Toshiba Walker, Mia S. Shaw · Computer Science Education · 2021
Background and Context: While assessment of computational thinking concepts, practices, and perspectives is at the forefront of K-12 CS education, supporting student communication about computation has received relatively little attention.Objective: To examine the usability of process-based portfolios for capturing students’ communication about their computational practices regarding the process of making electronic textile projects.Method: We examined the portfolios of 248 high school students in 15 introductory CS classrooms from largely underserved communities, using a formal rubric (top-down) to code computational communication and an open-coding scheme (bottom-up) to identify computational practices described.Findings: Students demonstrated stronger abilities to communicate about computation using text than visuals. They also reported under-assessed CT practices like debugging, iterating, and collaborating. Students of experienced e-textile teachers performed substantially better than those with novice e-textile teachers.Implications: Portfolios provide a viable addition to traditional performance or survey assessments and meet a need to promote communication skills.