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resource research Informal/Formal Connections
This report is a literature review of the history of distance education/distance learning. The scan covers the nearly 250 years of documented distance education programs and traces the changes in the technologies that supported the learning purpose.
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resource evaluation Exhibitions
This is a compilation of front-end, formative, and a partial summative evaluations, and an exploratory study using the xMacroscope, a data visualization technology developed for generating data from an exhibit using data captured from visitor actions.
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resource evaluation Exhibitions
This paper presents synthesized research on where XR is most effective within a museum setting and what impact XR might have on the visitor experience.
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TEAM MEMBERS: Madeleine Pope Kate Haley Goldman William Swartout Dr. Emily Lindsey Dr. Benjamin Nye Dr. Gale Sinatra
resource evaluation Media and Technology
PocketMacro is a mobile app designed by the Learning Media Design Center at Carnegie Mellon University in collaboration with Stroud Water Research Center, Carnegie Museum of Natural History and Clemson University, and stakeholder input. The PocketMacro app aims to help users better identify benthic macroinvertebrates commonly found in streams and other waterways. Rockman et al Cooperative (REA), an independent educational evaluation group, designed a summative study to explore the effectiveness of the app in supporting users’ aquatic macroinvertebrate identification. The purpose of the
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resource project Public Programs
The Aldrich Contemporary Art Museum will amplify its partnership with Hart Magnet School, a Title 1 elementary school in urban Stamford, Connecticut, by increasing exposure and access to the arts for first-fifth graders, their families, and educators. A new program model, leveraging the museum's artist exhibitions, will focus on technology and an inquiry-based approach to science. Students, educators, and families will be encouraged to see and think in new ways through on-site STEAM tours at the museum, artist-led workshops at Hart, teacher professional development, and afterschool family activities. Outside evaluators will work with the project team to develop goals and associated metrics to measure how the model of museum-school partnership can enhance student achievement, engage families more deeply in their child's school experience and community, and contribute to teacher professional development. The evaluator will also train museum staff on best practices for program assessment.
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TEAM MEMBERS: Namulen Bayarsaihan
resource evaluation Exhibitions
The Front-End Evaluation for the Mars Habitat exhibit component was conducted to inform the project team about overall public reactions to the concept of the exhibit, as well as to gather feedback about content, activity and the potential structure and building aspects of the component. This data was also used to help guide the development of an exhibit prototype and the subsequent testing of related ideas, materials and builds. This document includes the full data set and results of the front-end data collection. The questions that were used for this evaluation included three main focus
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resource project Public Programs
Maker education has increased tremendously in community settings and classrooms across the country. Maker education is learner-driven and hands-on, often collaborative, and may focus on solving a problem or designing an object or device. There is a growing need for assessment and evaluation tools and approaches to understand and improve the nature of maker learning and provide evidence for the value of maker pedagogy. This workshop will bring together approximately 25 researchers from formal and informal settings as well as practitioners to review current maker assessment and evaluation tools and examine the role those tools can play for informing research and practice. The workshop will identify areas where future work is needed, including designing assessment and evaluation that effectively addresses the interests and needs of diverse learners. The workshop will disseminate an online collection of these assessment and evaluation tools, a research brief, and several webinars sharing the results and recommendations of the conference.

The two-day, in-person conference will include pre-workshop surveys to determine and refine issues for consideration at the conference, identify a core set of readings and resources for conference participants, and to identify key topics for research briefings presented at the conference. The conference will include background briefings, hands-on try-outs of assessment tools, synthesis discussions, and identification of future directions for research and next steps. Resources developed from the workshop will be widely disseminated through workshop partner Maker Education’s website, an annual maker conference held at the University of Wisconsin, and through other publications reaching researchers and practitioners in informal and formal educational settings,

This project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
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resource project Media and Technology
This project investigates long-term human-robot interaction outside of controlled laboratory settings to better understand how the introduction of robots and the development of socially-aware behaviors work to transform the spaces of everyday life, including how spaces are planned and managed, used, and experienced. Focusing on tour-guiding robots in two museums, the research will produce nuanced insights into the challenges and opportunities that arise as social robots are integrated into new spaces to better inform future design, planning, and decision-making. It brings together researchers from human geography, robotics, and art to think beyond disciplinary boundaries about the possible futures of human-robot co-existence, sociality, and collaboration. Broader impacts of the project will include increased accessibility and engagement at two partner museums, interdisciplinary research opportunities for both undergraduate and graduate students, a short video series about the current state of robotic technology to be offered as a free educational resource, and public art exhibitions reflecting on human-robot interactions. This project will be of interest to scholars of Science and Technology Studies, Human Robotics Interaction (HRI), and human geography as well as museum administrators, educators and the general public.

This interdisciplinary project brings together Science and Technology Studies, Human Robotics Interaction (HRI), and human geography to explore the production of social space through emerging forms of HRI. The project broadly asks: How does the deployment of social robots influence the production of social space—including the functions, meanings, practices, and experiences of particular spaces? The project is based on long-term ethnographic observation of the development and deployment of tour-guiding robots in an art museum and an earth science museum. A social roboticist will develop a socially-aware navigation system to add nuance to the robots’ socio-spatial behavior. A digital artist will produce digital representations of the interactions that take place in the museum, using the robot’s own sensor data and other forms of motion capture. A human geographer will conduct interviews with museum visitors and staff as well as ethnographic observation of the tour-guiding robots and of the roboticists as they develop the navigation system. They will produce an ethnographic analysis of the robots’ roles in the organization of the museums, everyday practices of museum staff and visitors, and the differential experiences of the museum space. The intellectual merits of the project consist of contributions at the intersections of STS, robotics, and human geography examining the value of ethnographic research for HRI, the development of socially-aware navigation systems, the value of a socio-spatial analytic for understanding emerging forms of robotics, and the role of robots within evolving digital geographies.

This project is jointly funded by the Science and Technology Studies program in SBE and Advancing Informal STEM Learning (AISL) Program in EHR.
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TEAM MEMBERS: Casey Lynch David Feil-Seifer
resource project Public Programs
This workshop is funded through the "Dear Colleague Letter: Principles for the Design of Digital Science, Technology, Engineering, and Mathematics (STEM) Learning Environments (NSF 18-017)." In today's educational climate, organizations are creating physical learning spaces for hands-on STEM activities, often called makerspaces, co-working spaces, innovation labs, or fablabs. These spaces have evolved to be interdisciplinary centers that personalize learning for individual, diverse learners in collaborative settings. When designed well, these physical spaces create communities that contextualize learning around participants' goals and thus address STEM learning in a dynamic and integrated way. Participation in these learning environments encourages the cultivation of STEM identities for young people and can positively direct their career trajectories into STEM fields. This workshop will bring together a community of collaborators from multiple stakeholder groups including academia, public libraries, museums, community based organizations, non-profits, media makers and distribution channels, and educators within and beyond K-12 schools. Led by the University of Arizona, and held at Biosphere 2, an international research facility, participants will engage in activities that invite experimentation with distributed learning technologies to examine ways to adapt learning to the changing technological landscape and create robust, dynamic online learning environments. The workshop will culminate in a synthesis of design principles, assessment approaches, and tools that will be shared widely. Partnerships arising from the workshop will pave the way for sustained efforts in this area that span research and practice communities. Outcomes will address research and development of the next generation of digitally distributed learning environments.

The three day workshop convening will provide a unique forum to (1) exchange innovative ideas and share challenges and opportunities, (2) connect practical and research-based expertise and (3) form cross-institutional and cross-community partnerships that envision, propose, and implement opportunities for collecting and analyzing data to systematically inform the collective understanding. Participation-based activities will include design-based experiences, participatory activities, demonstrations of works in progress, prototyping, creative pitching, practitioner lightning talks, small group breakouts, hands-on design activities, and an 'unconference' style synthesis of bold ideas. Participants will be invited to experiment with distributed learning technologies. Five focus areas for the workshop include (1) inclusivity of learning spaces that invite multiple perspectives and full participation, (2) documenting learning in ways that are linked to outcomes and impacts for all learners, (3) implementing the use of new technologies in diverse settings, such as the workforce, (4) interpersonal interactions and peer-to-peer learning that may encourage a STEM career-path, and, (5) methods for collecting and analyzing data at the intersection of people, the learning environment, and new technologies at multiple levels. Outcomes of the workshop will serve to advance knowledge regarding critical gaps and opportunities and identify and characterize models of collaboration, networking, and innovation that operate within and across studio-based STEM learning environments.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Jill Castek Leslie Sult Jennifer Nichols Kevin Bonine Blaine Smith
resource research Public Programs
Maker Education scholarship is accumulating increasingly complex understandings of the kinds of learning associated with maker practices along with principles and pedagogies that support such learning. However, even as large investments are being made to spread maker education, there is little understanding of how organizations that are intended targets of such investments learn to develop new maker related educational programs. Using the framework of Expansive Learning, focusing on organizational learning processes resulting in new and unfolding forms of activity, this paper begins to fill
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resource evaluation Media and Technology
Sense-making with data through the process of visualization—recognizing and constructing meaning with these data—has been of interest to learning researchers for many years. Results of a variety of data visualization projects in museums and science centers suggest that visitors have a rudimentary understanding of and ability to interpret the data that appear in even simple data visualizations. This project supports the need for data visualization experiences to be appealing, accommodate short and long-term exploration, and address a range of visitors’ prior knowledge. Front-end evaluation
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resource research Public Programs
Engaging with Tinkering is a highly stimulating and complex experience and invites rich reflections from museum practitioners and teachers. "Tinkering as an inclusive approach for building STEM identity and supporting students facing disadvantage or with low science capital” presents the reflective practice process and tools designed by the "Tinkering EU: Building Science Capital for All" project aiming to understand in more depth the potential impact of using a Tinkering approach with students facing disadvantage. Using tools specifically designed to help teachers observe their students
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TEAM MEMBERS: Emily Harris Mark Winterbottom MARIA XANTHOUDAKI