Computer Science

The goal of this planning grant, which is based on the Cultural-Historical Activity Theory (CHAT). is to explicitly focus on broadening participation in the K-12 STEM teaching workforce, with the theory of action that diversifying the K-12 STEM teaching workforce would in the long term help more students see STEM as accessible to them and then be more likely to choose a STEM degree or career. This grant is also funded by NSF INCLUDES.

Co-PI(s): Helen Bond and Marilyn M Irving, Howard University; Hyunju Lee and Amy L D'Amico, Smithsonian Institution

To lower the barriers in STEM disciplines for students, using evidence-based research, we designed and conducted a professional development program that built middle school teachers' capacity to use hands-on robotics and engineering design as the curriculum focus. Through summer workshops, teachers learned to: build and program LEGO robots; create and implement standards-aligned robotics-based STEM lessons; and develop, practice, and examine optimal pedagogical approaches for STEM learning using robotics.
 

Our vision is to make computational modeling a sustained practice in middle school science classrooms. We are working closely with teachers to design a tool and curricula that integrate computational modeling with data practices and enables students to move towards unpacking models and their underlying assumptions. Our research questions involve investigating 1. students modeling trajectories in this environment; 2. how classrooms norms develop over time; and, 3. the interplay between computational modeling and data practices.

This project seeks to develop and validate learning progressions and items with dynamic features to generate machine-scorable student responses for assessing computational thinking, in a test of college-ready critical reasoning skills, and to integrate these items into an existing online assessment system, the Berkeley Assessment System Software (BASS). This assessment is intended to be useful for formative and summative purposes in high-school and introductory college-level STEM classes, including mathematics and computer science courses.