skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.


Title: Expanding Opportunities for Systems Thinking, Conceptual Learning, and Participation through Embodied and Computational Modeling
Previous research has established that embodied modeling (role-playing agents in a system) can support learning about complexity. Separately, research has demonstrated that increasing the multimodal resources available to students can support sensemaking, particularly for students classified as English Learners. This study bridges these two bodies of research to consider how embodied models can strengthen an interconnected system of multimodal models created by a classroom. We explore how iteratively refining embodied modeling activities strengthened connections to other models, real-world phenomena, and multimodal representations. Through design-based research in a sixth grade classroom studying ecosystems, we refined embodied modeling activities initially conceived as supports for computational thinking and modeling. Across three iterative cycles, we illustrate how the conceptual and epistemic relationship between the computational and embodied model shifted, and we analyze how these shifts shaped opportunities for learning and participation by: (1) recognizing each student’s perspectives as critical for making sense of the model, (2) encouraging students to question and modify the “code” for the model, and (3) leveraging multimodal resources, including graphs, gestures, and student-generated language, for meaning-making. Through these shifts, the embodied model became a full-fledged component of the classroom’s model system and created more equitable opportunities for learning and participation.  more » « less
Award ID(s):
1742138
PAR ID:
10376993
Author(s) / Creator(s):
;
Date Published:
Journal Name:
Systems
Volume:
8
Issue:
4
ISSN:
2079-8954
Page Range / eLocation ID:
48
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. Rajala, A; Cortez, A; Hofmann, R; Jornet, A; Lotz-Sisitka, H; Markauskaite, L (Ed.)
    Not AvailableAn emerging body of work in the learning sciences has examined how computational models can support teachers in responding to students' prompts, inquiry, and ideas. This work has highlighted how teachers make discursive moves in relation to computational models to support classroom discussion. In this paper, we focus on a complementary phenomenon: teachers' design of code reflections, or curricular modifications that deepen students' engagement with one another's code for scientific and computational sensemaking. We highlight how these code reflections advanced student discourse and how both the code reflections and discourse became more sophisticated over time, shifting towards making connections across code, behaviors, simulation outcomes, data and the scientific process being represented. We reflect on how this progression was driven by shifts in the teachers’ comfort with code and computational modeling and the resources designers can offer to educators to support the development of code reflections. 
    more » « less
  2. de Vries, E. (Ed.)
    This symposium addresses dance as a site for STEM learning. We present papers from five research projects that each sought to engage youth in embodied STEM learning using dance, exploring the power of creative embodied experiences and the body’s potential as an expressive tool and resource for learning. We show how dance activities expanded access to STEM and supported sense-making; how dancer and dance-making practices were leveraged to support computational thinking, modeling, and inquiry; and how moving bodies in creative ways helped to generate new insights by allowing for new perspectives. Across our work, we seek to understand the multiple, rich learning opportunities that emerge from working across the arts and sciences, dance and STEM. Together our research shows that attending to opportunities for STEM engagement and learning through dance practices can broaden access to learning and engagement in STEM for all. 
    more » « less
  3. Jones, D.; Ryan, Q.; Pawl, A. (Ed.)
    Data modeling and graphing skill sets are foundational to science learning and careers, yet students regularly struggle to master these basic competencies. Further, although educational researchers have uncovered numerous approaches to support sense-making with mathematical models of motion, teachers sometimes struggle to enact them due to a variety of reasons, including limited time and materials for lab-based teaching opportunities and a lack of awareness of student learning difficulties. In this paper, we introduce a free smartphone application that uses LiDAR data to support motion-based physics learning with an emphasis on graphing and mathematical modeling. We tested the embodied technology, called LiDAR Motion, with 106 students in a non-major, undergraduate physics classroom at a mid-sized, private university on the U.S. East Coast. In identical learning assessments issued both before and after the study, students working with LiDAR Motion improved their scores by a more significant margin than those using standard issue sonic rangers. Further, per a voluntary survey, students who used both technologies expressed a preference for LiDAR Motion. This mobile application holds potential for improving student learning in the classroom, at home, and in alternative learning environments. 
    more » « less
  4. Despite the growing availability of classroom measures, such measures rarely attended to the embodied nature of learning. This article describes the collaborative development of a practical measure to capture embodied participation in mathematics classrooms with four elementary school teachers—working with students at the intersections of multiply marginalized identities: students of color, emergent bilinguals, and students with disabilities—who informed the measure design and ensured that the data were actionable in their contexts. This article contributes to existing research on classroom measures by highlighting the value of attending to embodied learning through multiple modalities and representations of student participation. We further highlight how such a measure provides practical insights into participation that extend beyond verbal only measures. 
    more » « less
  5. A team of literacy, science, and theatre educators have been working to engage children in an urban public school system in the United States through embodied performances, where students embody and dramatise science ideas. This study focuses on one fourth‐grade classroom when instruction was done remotely due to Covid‐19. Children in the class were asked to compose videos of themselves acting out and/or exploring science phenomena and concepts, and we analysed the affordances of these multimodal compositions. We situate the need for this study in claims from the Next Generation Science Standards that literacy skills are necessary to build and communicate science knowledge. In doing so, we center social semiotics perspectives that conceive of composition broadly as production‐oriented processes drawing from various semiotic resources. The multimodal compositions in Mr. M's science class included both primarily embodied compositions and primarily digital compositions, and we elaborate on one focal example of each in the findings. Intertwined affordances of the focal children and their classmates' multimodal science compositions include opportunities to creatively engage with and negotiate science ideas, to draw from personal and social knowledge during meaning‐making, and to intentionally make rhetorical choices. 
    more » « less