The Sensing Science through Modeling Matter: Kindergarten Students’ Development of Understanding of Matter and Its Changes project has developed and researched a technology-enriched curriculum to support learning about matter and its changes at the kindergarten level. Traditionally, particle-based worlds are introduced in upper elementary school when children already hold incorrect ideas that are difficult to change. Early learners have significant—and highly untapped—potential for understanding abstract concepts and reasoning in sophisticated ways.

Our learning approach, eco-solutioning, emphasizes learning 3D environmental content through the construction of solutions that have an impact with and on the local environment. Project goals include the design, implementation, and evaluation of a Next Generation Science Standards (NGSS) curricular unit delivered through Gooru’s Learning Navigator data backbone system where middle school student learning is used towards local environmental solutions such as increasing local populations of native insects.

Co-PI(s): Michelle Newstadt, Gooru.org

With the increasing use of online interactive environments for science and engineering education in grades K-12, there is a growing need for detailed automatic analysis of student explanations to provide targeted and individualized guidance. In this work we describe a process of human annotation of student ideas based on deconstructed holistic scoring rubrics for knowledge integration in science learning and develop new NLP methods for identifying diverse expressions of student ideas and reasoning.

Research shows a need for professional development (PD) that builds K-5 teachers' ability to incorporate the Next Generation Science Standards (NGSS) science practices into the classroom and supports their implementation of reform-minded science instruction. The Schoolyard SITES research study and PD program at the University of New Hampshire (UNH) partners elementary teachers with UNH Extension science volunteers to bring locally-relevant citizen science projects to elementary students and to increase teachers’ self-efficacy teaching science.

The MMaRS project is designing classroom assessment resources of numeric relational reasoning and spatial reasoning for students in grades K-2. During the pandemic, SMU researchers worked virtually with teachers and K-2 students to develop resources that are responsive to their needs and accurately elicit their reasoning. This poster will highlight the virtual data collection methods and techniques, including think aloud video interviews with students and prototype co-design work sessions with teachers.

This poster presentation will introduce the current study findings governing the design and implementation of E-Rebuild, a 3D architecture and math game that aims to promote versatile representation and epistemic practice of mathematics for students in grades 6th-8th. Utilizing the real-time, evidence-centered in-game learning assessment and a game-level editor, E-Rebuild enables not only problem-based mathematical thinking and learning, but also adaptive learner support during gameplay and participatory design of game-based math problems.

This study investigates the integration of early science with mathematics and engineering and involves co-designing resources with preschool teachers and families from historically underserved communities to provide preschool children equitable STEM learning experiences. The study also explores connections between home and school learning and involves designing resources to support multilingual learners, who represent a large (and growing) proportion of the population served in public preschool programs.