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Access to STEM information is unequal, with rural and poor communities often receiving the fewest public education science and science literacy opportunities. Rural areas also face unique STEM teaching and technology integration challenges. In fact, LatinX communities in rural areas are less likely to have access to educational resources and language supports available to LatinX communities in urban centers. This project will help address these inequities by engaging rural librarians, bilingual science communicators, polar scientists, and a technical team to create a series of five bilingual virtual reality (VR) experiences to enhance STEM understanding and appreciation. Project researchers will create a new channel for disseminating polar science, working first with rural Latinx communities in Wisconsin to create a new network between rural communities and university researchers. Involving rural librarians in the co-design of instruction process will produce new ways for rural libraries to engage their local communities and their growing Latinx populations with polar science learning experiences. Each of the five VR experiences will focus on a different area of research, using the captivating Arctic and Antarctic environments as a central theme to convey science. VR is a particularly powerful and apt approach, making it possible to visit places that most cannot experience first-hand while also learning about the wide range of significant research taking place in polar regions. After design, prototyping and testing are finished, the VR experiences will be freely available for use nationally in both rural and urban settings. Public engagement with science creates a multitude of mutual benefits that result from a better-informed society. These benefits include greater trust and more reasoned scrutiny of science along with increased interest in STEM careers, many of which have higher earning potential. The project team will partner with 51 rural libraries which are valued community outlets valuable outlets to improve science literacy and public engagement with science. The effects of this project will be seen with thousands of community members who take part in the testing of prototype VR experiences during development and scaled engagement through ongoing library programs utilizing the final VR experiences for years to come.

This project will create new informal STEM learning assessment techniques through combining prior efforts in the areas of educational data mining for stealth assessment and viewpoint similarity metrics through monitoring gaze direction. Results of the project contribute to the field of educational data mining (EDM), focusing on adopting its methods for VR learning experiences. EDM is a process of using fine grained interaction data from a digital system to support educationally relevant conclusions and has been applied extensively to intelligent tutors and more recently, educational videogames. This project will continue building on existing approaches by expanding to include the unique affordances of VR learning media, specifically gaze. The project will focus on predicting user quitting as well as assessing key learning goals within each experience and triangulate these predictive models with user observations and post-experience surveys. The eventual application of this foundational research would address the problem in assessing a learner using measures external to the experience itself (i.e., surveys) and instead provide new methods that instrument learners using only data generated by their actions within the learning context. These techniques will provide a new means for evaluating informal learning in immersive technology settings without need for explicit tagging. The findings from this project will enable a greater understanding of the relationship between a user’s experience and their learning outcomes, which may prove integral in the creation of educational interventions using VR technology.

This Innovations in Development 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. This project is also supported by the Office of Polar Programs.
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TEAM MEMBERS: Kevin Ponto David Gagnon
resource project Media and Technology
This project develops and examines place-based learning using mobile augmented reality experiences for rural families where museums and science centers are scarce yet where natural resources are rich with outdoor trails, parks, and forestlands. The collaborative research team, with members from rural libraries, outdoor learning centers, learning scientists at Penn State University, and rural communities in Pennsylvania, will develop augmented reality and mobile learning resources for families and children aged from 4 to 12. The goal is to help people see what is not visible in real-time in order to learn about life and earth sciences based on local watersheds, trees, and seasonal cycles that are familiar and relevant to rural communities. To accomplish this goal, the project team will create scientifically meaningful experiences for rural families and children in their out-of-school time through three iterations of research and design. Although there is evidence that augmented reality can support learning, little empirical research has been conducted to determine what makes one type of augmented learning experience more effective than others in outdoor learning spaces. This project will produce research findings on the utility of augmented reality for science learning with families and youths outdoors. This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants

Through a four-year design-based research study, researchers will investigate three research questions. (1) How can outdoor learning experiences be enhanced with augmented reality and digital resources in ways that make science more visible and interesting?; (2) How do different forms of augmentations on trails and in gardens support science learning? 3) What social roles do children and parents play in supporting each other's science learning and connections to rural communities? Data collection includes video-recordings of children and families in the outdoors, learning analytics of people's behavior, and interviews with rural families. The project's research design will allow for the development of theory, which supports rural families learning science within and about their communities. At the end of the project, the team will offer generalizable design principles for technologically-enhanced informal learning for outdoor displays, gardens, and trails.

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: Heather Toomey Zimmerman Susan Land
resource project Media and Technology
The Museum of Science and Industry, Chicago (MSI) will develop museum-based education resources to engage high school age youth in the exploration of climate literacy and Earth systems science through its Teen ACES (Teen Advocates for Community and Environmental Sustainability) project. As the future leaders who will make decisions about the issues they face in their communities, youth participants will be positioned to act as advocates for establishing resilient communities in the Midwest. The project will utilize a variety of resources, including NOAA Science On a Sphere® (SOS) technology and datasets, Great Lakes and local climate assets from the Midwest Regional Climate Center and Illinois-Indiana Sea Grant, and existing local planning guides to develop museum-based youth programming. Teens will explore environmental hazards including severe weather events and temperature extremes, and consider the impact of the Great Lakes on regional climate. The Chicago Metropolitan Agency for Planning, Resilient Chicago, the Institute of Environmental Sustainability at Loyola University Chicago, and the South Metropolitan Higher Education Consortium will advise on the project to support the integration of municipal resiliency plans and their related adaptation and mitigation measures into the program. Teen participants will share their learning with the Chicago community through interactions with public visitors in the Museum, programs at Chicago Public Library branches, and MSI’s teen science program broadcast on Chicago’s public access TV station. Teen facilitated experiences will be tailored for SOS® experiences at MSI. The project will revise content for use in 100 after-school science clubs for students from diverse communities across the Chicago area. Further dissemination to three regional science center partners equipped with SOS® technology (Boonshoft Museum of Discovery in Dayton, Ohio; Science Central in Fort Wayne, Indiana; and Hawthorn Hollow in Kenosha, Wisconsin) will build a foundation of knowledge and resources to adapt materials to meet the needs of their communities and consider how their vulnerabilities and resiliency plans may differ from Chicago.
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TEAM MEMBERS: Bryan Wunar
resource project Media and Technology
Funded jointly by the Institute of Museum and Library Services (IMLS) and the MacArthur Foundation, in partnership with the and Association of Science-Technology Centers (ASTC) and Urban Libraries Council (ULC), Learning Labs in Libraries and Museums supports the planning and design of 24 learning labs in libraries and museums nationwide. The inaugural cohort of 12 sites ran from January 2012 to June 2013, and a second cohort of 12 additional sites began in January 2013 and will extend through June 2014. In addition to the primary awardees, most grants included additional institutional partners, resulting in a rich community including over 100 professionals from approximately 50 participating organizations (libraries, museums, universities, and community-based organizations). The labs are intended to engage middle- and high-school youth in mentor-led, interest-based, youth-centered, collaborative learning using digital and traditional media. Inspired by YOUmedia, an innovative digital space for teens at the Chicago Public Library, as well as innovations in science and technology centers, projects participating in Learning Labs are expected to provide prototypes for the field based on current research about digital media and youth learning, and build a "community of practice" among the grantee institutions and practitioners interested in developing similar spaces.
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TEAM MEMBERS: Association of Science-Technology Centers Margaret Glass Amy Eshelman Korie Twiggs
resource project Media and Technology
WGBH Educational Foundation is requesting funds to produce 20 new shows and new outreach and Web activities for "ZOOM," which will be renamed "Hot Seat." "Hot Seat" is a daily half-hour PBS television series targeted to kids ages 8 to 11. Uniquely by and for kids, the program gives its viewers a chance to explore, to experiment and to share their creativity. The series, along with its far-reaching outreach, offers its audience an innovative curriculum that promotes the acquisition of basic math and science knowledge and the development of problem solving skills called "Habits of Mind." The intended impacts are to: (1) establish a project that uniquely integrates television, the Web and outreach as a model for how media can teach science and math; (2) engage kids and teach them science and math content and process skills; (3) provide curriculum and professional development to organizational partners. Innovation includes developing three new content areas for the series -- Invention, Space Science and Earth Science -- and evolving the project design by incorporating new production techniques that enhance the "reality factor" of the science programming. Outreach for the project will include printed materials for kids, families and educators. A new collaborative partnership is being developed with the American Library Association to help distribute the new afterschool curricula to librarians across the country. "Hot Seat" will support the existing network of "ZOOM" outreach partners and convert the museum "ZOOMzones" to "Hot Seat Spots." "ZOOM" currently is carried by 269 public broadcasting stations and is viewed by 4 million children each week.
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TEAM MEMBERS: Kate Taylor