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Award Abstract # 1652372
NetStat: EAGER: A Representation and Communication Infrastructure for Classroom Collaboration in Data Modeling and Statistics

NSF Org: IIS
Division of Information & Intelligent Systems
Recipient: VANDERBILT UNIVERSITY
Initial Amendment Date: September 8, 2016
Latest Amendment Date: July 27, 2020
Award Number: 1652372
Award Instrument: Standard Grant
Program Manager: Robert Russell
IIS
 Division of Information & Intelligent Systems
CSE
 Directorate for Computer and Information Science and Engineering
Start Date: September 1, 2016
End Date: August 31, 2021 (Estimated)
Total Intended Award Amount: $296,877.00
Total Awarded Amount to Date: $335,576.00
Funds Obligated to Date: FY 2016 = $296,877.00
FY 2019 = $38,699.00
History of Investigator:
  • Corey Brady (Principal Investigator)
    corey.brady@smu.edu
  • Tobin White (Co-Principal Investigator)
Recipient Sponsored Research Office: Vanderbilt University
110 21ST AVE S
NASHVILLE
TN  US  37203-2416
(615)322-2631
Sponsor Congressional District: 05
Primary Place of Performance: Vanderbilt University
1930 South Drive, PMB 230
Nashville
TN  US  37203-5721
Primary Place of Performance
Congressional District:
05
Unique Entity Identifier (UEI): GTNBNWXJ12D5
Parent UEI:
NSF Program(s): Cyberlearn & Future Learn Tech
Primary Program Source: 01001617DB NSF RESEARCH & RELATED ACTIVIT
01001920DB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s): 7916, 8045
Program Element Code(s): 802000
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.070

ABSTRACT

This project aims to enhance collaborative and participatory learning in classrooms, an important and enduring theme across both research and practice. The project will use design-based research to build and study NetStat, a classroom network system for supporting collaborative activities in data modeling and statistics. This project's approach to creating collaborative systems on the basis of single-user software has the potential to impact large numbers of teachers and their classrooms. As a classroom network, NetStat will integrate two core types of components: 1) a representation infrastructure, consisting of tools to generate, aggregate, visualize, and analyze data; and 2) a communication infrastructure that enables teachers to orchestrate activities that distribute these representational tools to participants (individual students or groups) to fulfill roles in collaborative activities. The software components the project will integrate have extremely wide acceptance, facilitating adoption of NetStat by their respective user communities. By constructing Netstat from powerful, freely-available, and open-source platforms, classrooms, the classroom networking tools developed through the product can be readily accessed and flexibly implemented in classrooms worldwide. Moreover, the group-centered technologies developed through this project and the novel and authentic forms of participation in mathematics practices they are aimed at supporting offer the potential to provide rich learning experiences for students who may not have experienced success in more traditional mathematics classrooms. The project is supported by the Cyberlearning and Future Learning Technologies Program, which funds efforts that will help envision the next generation of learning technologies and advance what we know about how people learn in technology-rich environments. Cyberlearning Exploration (EXP) Projects explore the viability of new kinds of learning technologies by designing and building new kinds of learning technologies and studying their possibilities for fostering learning and challenges to using them effectively.

Given trends in software architecture and the move toward open-source, web-based software, there is an opportunity for collaborative, group-centered software to gain enormous leverage from the accumulated wisdom encoded in research-based software created for individual use. By using the widespread Model-View-Controller (MVC) design pattern, the project will be able to use components of these powerful individual-user tools to construct the multi-user, collaborative representation infrastructure of NetStat. If successful, this approach will yield enormous benefits that extend beyond NetStat and help to establish the genre of classroom network systems, making it dramatically easier in the future to create such systems across many subject areas. The project will test this hypothesis in the area of statistics and data modeling, using CODAP, GeoGebra, and NetLogo as tools for NetStat?s representation infrastructure, and constructing the communication infrastructure on the basis of classroom collaboration patterns and activity structures that have emerged in the classroom network literature. Classroom studies with NetStat will explore the broad terrain of collaborative activities in statistics (a domain where part-whole relations are fundamental), engaging with concepts of aggregation, sampling, description, and inference. Building on a rich tradition of recent research and development projects focused on classroom networks and on an extensive literature on the design of mathematics learning environments developed over the last 25 years, the project, if successful, will enhance the genre of classroom-level collaboration, and contribute important new insights into the potential and the critical features of next-generation mathematics classroom technology that integrates and extends existing software environments.

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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Brady, C. and Yarnes, L "Embodied Participatory Simulations of Disease as an Entry Point for Network Analysis" Constructionism , 2020 Citation Details
Brady, Corey and Lehrer, Richard "Sweeping Area across Physical and Virtual Environments" Digital Experiences in Mathematics Education , v.7 , 2021 https://doi.org/10.1007/s40751-020-00076-2 Citation Details
Nichols-Paez, I. and Brady, C. "Infrastructure to support students exercising conceptual agency" Proceedings of the forty-first annual meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education , 2019 Citation Details
Nichols-Paez, I. and Brady, C. "Infrastructure to Support Students Exercising Conceptual Agency." Proceedings of the forty-first annual meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education , 2019 Citation Details
White, T. "A Distributed?by?Design Approach to Supporting Collaborative Learning with Dynamic Mathematics Software" Educational designer , v.3 , 2019 Citation Details

PROJECT OUTCOMES REPORT

Disclaimer

This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.

The NetStat project has successfully provided proof of the conjecture that representationally-rich software created for single users could be the basis for networked collaborative software. 

One branch of the project has shown that applications (such as GeoGebra) that use the Model-View-Controller architecture can be modified to permit distributed versions of Views and Controllers, leading to rich collaborative activity structures on the network. The MathNet product created in this branch of the project has been used in middle school, high school, and university classrooms, proving it to be sufficiently robust for small-scale use.

Another branch of the project has demonstrated the value of an open Gallery architecture that allowed collaboration based on web applications that can "serialize" (save) their 'state' or the state of key objects.  An instance of this Gallery, scoped to one activity for a single classroom group, allows a private collaboration space where students can post, view, comment on, and remix each other's work.  This branch of the project has created Gallery capabilities for GeoGebra Web, NetLogo Web, NetsBlox, and the PI Brady's Sweeping Area applications.  Together these have been used in hundreds of classroom activities, in elementary, middle, and high school math and science classrooms, and in university and graduate level classrooms in mathematics, computer science, and education.  These implementations prove the Gallery concept to be robust, extensible, flexible and ready for wide usage by researchers and teachers.

A final branch of the project has demonstrated the value of expanding the Gallery technology to support distributed "nodes" on a classroom- or school-level network analogous to the "internet of things."  This concept has been proven out with wearable microcontrollers (badges) and used in embodied participatory simulations. COVID put a damper on experimental implementations in this branch of the project, but the current state of this tool is robust enough for experimental research implementations where robust, reliable, and high-frequency communications are required.  A use-case like a school-campus-wide IoT implementation (planned but not implemented due to COVID) would not need as stringent a level of reliability and therefore would be within reach of the current system.

Overall, the technological contributions of this project have created infrastructure for research and teaching into the future.  The learning sciences contributions have demonstrated the richness of the space of collaborative software that can be created through software and activity structures that distribute versions of web applications originally designed for single users.


Last Modified: 12/31/2021
Modified by: Corey E Brady

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