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resource project Media and Technology
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program 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. The team of Associated Universities Inc. (AUI), Michigan State University (MSU), California Academy of Science (the Academy), Astronomical Society of the Pacific (ASP), and Association of Universities for Research in Astronomy (AURA), will bring together experts in astronomy, STEM education, and planetarium show production. This work will tell the story of the people and places that make "big astronomy" possible, particularly the search for exoplanets and understanding of how planets form. The show and related materials will be presented in dozens of venues around the USA and internationally. Through a planetarium show and learning experiences that extend beyond the theater, the team will take visitors to extreme sites of the NSF ground-based observatories on the mountains of Chile and meet the diverse people who enable amazing discoveries in astronomy. In addition, the project develops the Dome+ model, which ensures engagement does not end with the planetarium. Dome+ will include additional content, weekly virtual sessions with STEM professionals, and a suite of closely linked outreach activities. Dome+ will serve as a model to extend engagement and increase the impact of future planetarium shows. Project goals include 1) increasing awareness of the research in astronomy being made at the NSF-funded observatories in Chile, 2) increasing awareness and interest in diverse STEM career opportunities at large observatories and related institutions in the USA, 3) increasing knowledge of science enabled by big observatories, 4) increasing Latinx perceptions as someone who can have a career at a major observatory, and 5) developing the Dome+ model and identify best practices for implementation. Iterative and summative evaluation of the project by collaborators at MSU will address four main questions: How does the Dome+ model affect visitors' perceptions of diversity of careers in STEM? How does the Dome+ model affect visitors' interest and understanding of Chile as an ideal observing location for astronomy? How does the Dome+ model support visitors' interest and understanding of the science of exoplanets? How do planetariums implement Dome+, and how does implementation affect the outcomes for visitors? The impact assessment component of this project takes places in four phases. The goals of the first phase are to leverage the expertise of the research team to inform the creation of the planetarium show and to set up a robust research agenda to be achieved in Years 2-4 of the project. The goals of the second phase are to collect preliminary data from visitors on their responses to planetarium show content and to use this information to advise on edits to the show and to develop the content and format of the web-portal and educational materials. The goal of the third phase is to then collect data on how effectively the technology-rich environments of the three components of the Dome+ model (planetarium show, web-portal, educational materials) work in concert to reach the intended goals of changing visitors' perceptions of diversity in STEM, engaging visitors with astronomy content on exoplanets, and exposing visitors to the wonders of astronomy research in Chile. The goal of the fourth phase is to perform data analysis, synthesize findings and make recommendations for future implementations of the Dome+ model for practitioners. 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: Timothy Spuck Vivian White Ryan Wyatt Shannon Schmoll National Radio Astronomy Observatory
resource project Exhibitions
The Antarctic Dinosaurs project aims to leverage the popularity and charisma of dinosaurs to inspire a new generation of polar scientists and a more STEM (Science, Technology, Engineering, Mathematics)-literate citizenry. The project, centered on a giant screen film that will reach millions of theatrical viewers across the U.S., will convey polar science knowledge through appealing, entertaining media experiences and informal learning programs. Taking advantage of the scope of research currently taking place in Antarctica, this project will incorporate new perspectives into a story featuring dinosaurs and journey beyond the bones to reveal a more nuanced, multi-disciplinary interpretation of paleontology and the profound changes the Antarctic continent has endured. The goals of the project are to encourage young people to learn about Antarctica and its connection to the rest of the globe; to challenge stereotypes of what it means to participate in science; to build interest in STEM pursuits; and to enhance STEM identity.

This initiative, aimed particularly at middle school age youth (ages 11-14), will develop a giant screen film in 2D and 3D formats; a 3-episode television series; an "educational toolkit" of flexible, multi-media resources and experiences for informal use; a "Field Camp" Antarctic science intervention for middle school students (including girls and minorities); fictional content and presentations by author G. Neri dealing with Antarctic science produced for young people of color (including non-readers and at-risk youth who typically lack access to science and nature); and presentations by scientists featured in the film. The film will be produced as a companion experience for the synonymous Antarctic Dinosaurs museum exhibition (developed by the Field Museum, Chicago, in partnership with the Natural History Museum of Los Angeles County, Discovery Place, Charlotte, NC, and the Natural History Museum of Utah). Project partner The Franklin Institute will undertake a knowledge-building study to examine the learning outcomes resulting from exposure to the film with and without additional experiences provided by the Antarctic Dinosaurs exhibition and film-related educational outreach. The study will assess the strategies employed by practitioners to make connections between film and other exhibits, programs, and resources to improve understanding of the ways film content may complement and inspire learning within the framework of the science center ecosystem. The project's summative evaluation will address the process of collaboration and the learning impacts of the film and outreach, and provide best practices and new models for content producers and STEM educators. Project partners include film producers Giant Screen Films and Dave Clark Inc.; television producer Natural History New Zealand (NHNZ); Discovery Place (Charlotte, NC); The Franklin Institute; The Field Museum; The Natural History Museum of Utah (The University of Utah); author G. Neri; and a team of scientists and diversity advisers. This 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. The project has co-funding support from the Antarctic section of the Office of Polar Programs.

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: Deborah Raksany Karen Elinich Andrew Wood
resource project Exhibitions
With snow providing water for about 2 billion people worldwide and playing a major role in the Earth's climate through its high albedo and insulation properties, on-going alterations in global snow resources pose real and extremely expensive societal adaptation/mitigation problems. The project goals are to:


Create opportunities for the public to learn about the vital role that snow plays in climate, water resources, and human lives.
Produce a better understanding of how culture affects informal Science, Technology, Engineering, Mathematics (STEM) learning.


The deliverables include:


An outreach program in Alaska that will visit 33 remote native villages;
A 2,000 square foot traveling exhibition on snow produced by the Oregon Museum of Science and Industry (OMSI) and exhibited at two additional museums during the life of the award;
Learning research, which will examine how the wide variation of cultural relationships to snow impacts learning in museum exhibitions. Each of these components will be evaluated over the course of the project. The travelling exhibition will tour to three museums per year for eight years, with an anticipated cumulative audience of over one million.


The focus on snow will highlight a fascinating yet under-appreciated part of the Earth system. The project aims to educate the public about snow and to produce a more informed and thoughtful public in the face of potential expensive and difficult snow-related societal decisions. Through informative displays, graphics, models, and other material, the project will engage traditionally under-served communities (at Native/remote villages) in Alaska, where a strong cultural connection to snow exists, as well as communities across the U.S. where the connection to snow can range from strong to weak. Across this cultural gradient, the project will explore through oral interviews and surveys the public response to various types and designs of informal science learning (ISL) displays, attempting to isolate and control for the effect of cultural vs. individual response to the materials. Informal learning theory specifies using front-end exploration of individual visitor-content relationships to guide exhibit design. This project's research goal expands that approach to include the effects of cultural engagement with a topic to develop more general tools to guide and improve the design process. The project is led by the University of Alaska Fairbanks (UAF) in collaboration with OMSI researchers from the COSI (Center of Science and Industry), Center for Research and Evaluation (CRE), and evaluators at the Goldstream Group. This 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. The project has co-funding support from the Office of Polar Programs.

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.
DATE: -
TEAM MEMBERS: Victoria Coats Matthew Sturm Deborah Wasserman
resource project Media and Technology
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program 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. This Innovations in Development project will research and produce science media based on the role that interest, motivations, identify, and values play in engaging diverse, millennial audiences in a dynamic media environment. Using a design-based research approach the project team will develop Millennial Science Media Engagement Profiles (a set of categories describing different audience types who engage with science media in different ways). It will design and test science media content (text, audio, graphics, video), placement and platform use for millennials; and make conclusions around science media storytelling and outreach tactics that spark interest and engagement, the precursors to learning. Broader impacts include contributing significant new knowledge about millennials interest and engagement in science while they are at a stage in life making critical career decisions. It will also provide a model for other science media producers providing new protocols for creating targeted digital media for this specific audience. And further impacts include reaching a large national audience through social media. The project is a collaboration between KQED and researchers at Texas Tech.

The research will focus on the distinctive experience and interest of "millennial" science consumers. It builds on a previously funded national survey and series of focus groups with millennials looking at their science media preferences versus other generations. With these survey results this project will build profiles of millennial audiences based on two factors: level of science curiosity and level of science media engagement. The researchers will use a previously validated Science Curiosity Scale. The Millennial Profiles will be validated in two ways: through performance-based survey questions and through internet audience behavior analysis using existing digital analysis tools. KQED will produce different science media content and send it to certain groups conducting A/B testing to validate profiles online. The profile assumptions will continue to be tested until the team can effectively predict the kinds of science content that different profile groups prefer. The research will use a study protocol used in other domains to bridge the gap between lab and real-world settings. The protocol involves four steps: initial hypothesis development; ante experimental simulation; real-world communication; and ex post experimental simulations. Following the profile validation, the protocol will be used to test the efficacy of new KQED Science content, testing the variables that contribute to millennial engagement.

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.
DATE: -
TEAM MEMBERS: Sue Ellen McCann Sevda Eris Jennifer Brady Asheley Landrum
resource project Exhibitions
Engagement is the cornerstone of learning in informal science education. During free-choice learning in museums and science centers, visitor engagement shapes how learners interact with exhibits, navigate through exhibit spaces, and form attitudes, interests, and understanding of science. Recent advances in multimodal learning analytics are creating novel opportunities for expanding the range and richness of measures of visitor engagement in free-choice settings. In particular, multimodal learning analytics offer significant potential for integrating multiple data sources to devise a composite picture of visitors' cognitive, affective, and behavioral engagement. The project will center on providing a rich empirical account of meaningful visitor engagement with interactive tabletop science exhibits among individual visitors and small groups, as well as uncovering broader tidal patterns in visitor engagement that unfold across exhibit spaces. A key objective of the project is creating models and practitioner-focused learning analytic tools that will inform the best practices of exhibit designers and museum educators. This project is funded by the Advancing Informal STEM Learning (AISL) program. As part of its overall strategy to enhance learning in informal environments, AISL funds research and innovative approaches and resources for use in a variety of settings. The research team will conduct data-rich investigations of visitors' learning experiences with multimodal learning analytics that fuse the rich multichannel data streams produced by fully-instrumented exhibit spaces with the data-driven modeling functionalities afforded by recent advances in machine learning and educational data mining. The research team will conduct a series of visitor studies of naturalistic engagement in solo, dyad, and group interactions as visitors explore interactive tabletop science exhibits. The studies will utilize eye trackers to capture visitors' moment-to-moment attention, facial expression analysis and quantitative field observations to track visitors' emotional states, trace logs generated by exhibit software, as well as motion-tracking sensors and coded video recordings to capture visitors' behavioral interactions. The studies will also use conversation recordings and pre-post assessment measures to capture visitors' science understanding and inquiry processes. With these multimodal data streams as training data, the research team will use probabilistic and neural machine learning techniques to devise learning analytic models of visitor engagement. The project will be conducted by a partnership between North Carolina State University and the North Carolina Museum of Natural Sciences. The research team will 1) design a data-rich multimodal visitor study methodology, 2) create the Visitor Informatics Platform, a suite of open source software tools for multimodal visitor analytics, and 3) launch the Multimodal Visitor Data Warehouse, a curated visitor experience data archive. Together, the multimodal visitor study methodology, the Visitor Informatics Platform, and the Multimodal Visitor Data Warehouse will enable researchers and practitioners in the informal science education community to utilize multimodal learning analytics in their own informal learning environments. It is anticipated that the project will advance the field of informal STEM learning by extending and enriching measures of meaningful visitor engagement, expanding the evidence base for visitor experience design principles, and providing learning analytic tools to support museum educators. By enhancing understanding of the cognitive, affective, and behavioral dynamics underlying visitor experiences in science museums, informal science educators will be well-positioned to design learning experiences that are more effective and engaging. 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: James Lester James Minogue Jonathan Rowe North Carolina Museum of Natural Sciences
resource project Public Programs
One way to encourage youth to pursue training in the STEM fields and enter the STEM workforce is to foster interest and engagement in STEM during adolescence. Informal STEM Learning Sites (ISLS) provide opportunities for building interest and engagement in the STEM fields through a multitude of avenues, including the programming that they provide for youth, particularly teens. Frequently, ISLS provide opportunities to participate in volunteer programs, internships or work, which allow teens both to learn relevant STEM knowledge as well as to share that knowledge with others through opportunities to serve as youth educators. While youth educator programs provide rich contexts for teens to engage as both learners and teachers in these informal STEM environments, research to date has not yet identified the relationship between serving as youth educators and STEM engagement. Thus, the goal of this project is to document the impact of youth educators on visitor learning in ISLS and to identify best practices for implementing youth educator programs. The project studies STEM interests and engagement in the youth participants and the visitors that they interact with at six different ISLS in the US and UK. This project is funded through Science Learning+, which is an international partnership between the National Science Foundation (NSF) and the Wellcome Trust with the UK Economic and Social Research Council. The goal of this joint funding effort is to make transformational steps toward improving the knowledge base and practices of informal STEM experiences. Within NSF, Science Learning+ is part of the Advancing Informal STEM Learning (AISL) program that seeks to enhance learning in informal environments and to broaden access to and engagement in STEM learning experiences.

This project examines youth educator experiences related to STEM identity, educational aspirations, and motivation. The project also identifies outcomes that the youth educators have on visitors to ISLS in terms of knowledge, interest, and engagement in STEM. The specific aims are: 1) Outcomes for Teens - To measure the longitudinal impact of participation in an extended youth educator experience in an ISLS; 2) Outcomes for Visitors - To compare visitor engagement with and learning from exhibits in ISLS when they interact with a youth educator, relative to outcomes of interacting with an adult educator or no educator; and 3) Outcomes Across Demographics and STEM Sites - To examine differences in visitor engagement based on participant characteristics such as socio-economic status (SES), age, gender, and ethnicity and to compare outcomes of youth educator experiences across different types of ISLS. This research, which draws on expectancy value theory and social cognitive theory, will follow youth participants longitudinally over the course of 5 years and use latent variable analyses to understand the impact on the youth educators as well as the visitors with whom they interact. Importantly, the results of this research will be used to develop best practices for implementing youth educator programs in ISLS and the results will be disseminated to both academic and practice-based communities.

This project has clear and measurable broader impacts in a variety of ways. First, the project provides guidance to improve programming for youth in ISLS, including both the sites involved directly in the research and to the larger community of ISLS through evaluation, development, and dissemination of best practices. Additionally, this project provides rigorous, research-based evidence to identify and describe the outcomes of youth educator programs. This study directly benefits the participants of the research, both the visiting public and the youth educators, through opportunities to engage with science. The findings speak to issues of access and inclusivity in ISLS, providing insight into how to design environments that are welcoming and accessible for diverse groups of learners. Finally, this project provides evidence for best practices for ISLS in developing programs for youth that will lead to interest in and pursuit of STEM careers by members of underrepresented groups.
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TEAM MEMBERS: Adam Hartstone-Rose Matthew Irvin Kelly Lynn Mulvey Elizabeth Clemens Lauren Shenfeld
resource project Public Programs
Northern ecosystems are rapidly changing; so too are the learning and information needs of Arctic and sub-Arctic communities who depend on these ecosystems for wild harvested foods. Public Participation in Scientific Research (PPSR) presents a possible method to increase flow of scientific and local knowledge, enhance STEM-based problem solving skills, and co-create new knowledge about phenology at local and regional or larger scales. However, there remain some key challenges that the field of PPSR research must address to achieve this goal. The proposed research will make substantial contributions to two of these issues by: 1) advancing theory on the interactions between PPSR and resilience in social-ecological systems, and 2) advancing our understanding of strategies to increase the engagement of youth and adults historically underrepresented in STEM, including Alaska Native and indigenous youth and their families who play an essential role in the sustainability of environmental monitoring in the high latitudes and rural locations throughout the globe. In particular, our project results will assist practitioners in choosing and investing in design elements of PPSR projects to better navigate the trade-offs between large-scale scientific outcomes and local cultural relevance. The data collected across the citizen science network will also advance scientific knowledge on the effects of phenological changes on berry availability to people and other animals.

The Arctic Harvest research goals are to 1) critically examine the relationship between PPSR learning outcomes in informal science environments and attributes of social-ecological resilience and 2) assess the impact of two program design elements (level of support and interaction with mentors and scientists, and an innovative story-based delivery method) on the engagement of underserved audiences. In partnership with afterschool clubs in urban and rural Alaska, we will assess the impact of participation in Winterberry, a new PPSR project that investigates the effect of changes in the timing of the seasons on subsistence berry resources. We propose to investigate individual and community-level learning outcomes expected to influence the ability for communities to adapt to climate change impacts, including attributes of engagement, higher-order thinking skills, and their influence on the level of civic action and interest in berry resource stewardship by the youth groups. Using both quantitative and qualitative approaches, we compare these outcomes with the same citizen science program delivered through two alternate methods: 1) a highly supported delivery method with increased in-person interaction with program mentors and scientists, and 2) an innovative method that weaves in storytelling based on elder experiences, youth observations, and citizen science data at all stages of the program learning cycle. This 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. The project also has support from the Office of Polar Programs.
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TEAM MEMBERS: Katie Spellman Elena Sparrow Christa Mulder Deb Jones
resource project Public Programs
This 4-year project addresses fundamental equity issues in informal Science, Technology, Engineering and Mathematics (STEM) learning. Access to, and opportunities within informal STEM learning (ISL) remain limited for youth from historically underrepresented backgrounds in both the United States and the United Kingdom. However, there is evidence that ISL experiences can expand opportunities for youth learning and development in STEM, for instance, increase positive attitudes towards educational aspirations and future careers/pursuits, improve grades and test scores in school settings, and decrease disciplinary action and dropout rates. Through research and development, this project brings together researchers and practitioners to focus on the experiences, practices and tools that will support equitable youth pathways into STEM. Working across conceptual frameworks and ISL settings (e.g. science centers, community groups, zoos) and universities in four urban contexts in two different nations, the partnership will produce a coherent knowledge base that strengthens and expands research plus practice partnerships, builds capacity towards transformative research and development, and develops new models and tools in support of equitable pathways into STEM at a global level. This project is funded through Science Learning+, which is an international partnership between the National Science Foundation (NSF) and the Wellcome Trust with the UK Economic and Social Research Council. The goal of this joint funding effort is to make transformational steps toward improving the knowledge base and practices of informal STEM experiences. Within NSF, Science Learning+ is part of the Advancing Informal STEM Learning (AISL) program that seeks to enhance learning in informal environments and to broaden access to and engagement in STEM learning experiences.

This Equity Pathways project responds to three challenges at the intersections of ISL research and practice in the United States and the United Kingdom: 1) lack of shared understanding of how youth from historically underrepresented backgrounds perceive and experience ISL opportunities across national contexts, and the practices and tools needed to support empowered movement through ISL; 2) limited shared understanding and evidence of core high-leverage practices that support such youth in progressing within and across ISL, and 3) limited understanding of how ISL might be equitable and transformative for such youth seeking to develop their own pathways into STEM. The major goal of this Partnership is for practitioners and researchers, working with youth through design-based implementation research, survey and critical ethnography, to develop new understandings of how and under what conditions they participate in ISL over time and across settings, and how they may connect these experiences towards pathways into STEM. The project will result in: 1) New understandings of ISL pathways that are equitable and transformative for youth from historically underrepresented backgrounds; 2) A set of high leverage practices and tools that support equitable and transformative informal science learning pathways (and the agency youth need to make their way through them); and 3) Strengthened and increased professional capacity to broaden participation among youth from historically underrepresented backgrounds in STEM through informal science learning. The project will be carried out by research + practice partnerships in 4 cities: London & Bristol, UK and Lansing, MI & Portland, OR, US, involving university researchers (University College London, Michigan State University, Oregon State University/Institute for Learning Innovation) practitioners in science museums (@Bristol Science Centre, Brent Lodge Park Animal Centre, Impressions 5, Oregon Museum of Science & Industry) and community-based centers (STEMettes, Knowle West Media Centre, Boys & Girls Clubs of Lansing, and Girls, Inc. of the Pacific Northwest).
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TEAM MEMBERS: Angela Calabrese Barton Lynn Dierking Carmen Turner
resource project Exhibitions
As the world is increasingly dependent upon computing and computational processes associated with data analysis, it is essential to gain a better understanding of the visualization technologies that are used to make meaning of massive scientific data. It is also essential that the infrastructure, the very means by which technologies are developed for improving the public's engagement in science itself, be better understood. Thus, this AISL Innovations in Development project will address the critical need for the public to learn how to interpret and understand highly complex and visualized scientific data. The project will design, develop and study a new technology platform, xMacroscope, as a learning tool that will allow visitors at the Science Museum of Minnesota and the Center of Science and Industry, to create, view, understand, and interact with different data sets using diverse visualization types. The xMacroscope will support rapid research prototyping of public experiences at selected exhibits, such as collecting data on a runner's speed and height and the visualized representation of such data. The xMacroscope will provide research opportunities for exhibit designers, education researchers, and learning scientists to study diverse audiences at science centers in order to understand how learning about data through the xMacroscope tool may inform definitions of data literacy. The research will advance the state of the art in visualization technology, which will have broad implications for teaching and learning of scientific data in both informal and formal learning environments. The project will lead to better understanding by science centers on how to present data to the public more effectively through visualizations that are based upon massive amounts of data. Technology results and research findings will be disseminated broadly through professional publications and presentations at science, education, and technology conferences. The 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. The project is driven by the assumption that in the digital information age, being able to create and interpret data visualizations is an important literacy for the public. The research will seek to define, measure, and advance data visualization literacy. The project will engage the public in using the xMacrocope at the Science Museum of Minnesota and at the Center of Science and Industry's (COSI) science museum and research center in Columbus, Ohio. In both museum settings the public will interact with different datasets and diverse types of visualizations. Using the xMacroscope platform, personal attributes and capabilities will be measured and personalized data visualizations will be constructed. Existing theories of learning (constructivist and constructionist) will be extended to capture the learning and use of data visualization literacy. In addition, the project team will conduct a meta-review related to different types of literacy and will produce a definition with performance measures to assess data visualization literacy - currently broadly defined in the project as the ability to read, understand, and create data visualizations. The research has potential for significant impact in the field of science and technology education and education research on visual learning. It will further our understanding of the nature of data visualization literacy learning and define opportunities for visualizing data in ways that are both personally and culturally meaningful. The project expects to advance the understanding of the role of personalization in the learning process using iterative design-based research methodologies to advance both theory and practice in informal learning settings. An iterative design process will be applied for addressing the research questions by correlating visualizations to individual actions and contributions, exploring meaning-making studies of visualization construction, and testing the xMacroscope under various conditions of crowdedness and busyness in a museum context. The evaluation plan is based upon a logic model and the evaluation will iteratively inform the direction, process, and productivity of the project.
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TEAM MEMBERS: Katy Borner Kylie Peppler Bryan Kennedy Stephen Uzzo Joe E Heimlich
resource project Websites, Mobile Apps, and Online Media
The intent of this five-year project is to design, deliver, and study professional development for Informal Science Learning (ISL) educators in the arena of equity-focused STEAM (Science, Technology, Engineering, Art, and Mathematics) teaching and learning. While the strategy of integrating art and science to promote interest, identity, and other STEM-related learning has grown in recent years, this domain is still nascent with respect to a guiding set of best practices. Through prior work, the team has developed and implemented a set of design principles that incorporate effective practices for broadening participation of girls in science via science-art integration on the topic of the biology, chemistry and optics of "Colors in Nature." The continued initiative would impact the ISL field by providing a mechanism for ISL educators in museums, libraries and after-school programs to adopt and implement these STEAM design principles into their work. The team will lead long-term (12-18 months) professional development activities for ISL educators, including: 1) in-person workshops that leverage their four previously developed kits; 2) online, asynchronous learning activities featuring interactive instructional videos around their STEAM design principles; 3) synchronous sessions to debrief content and foster communities of practice; and 4) guided design work around the development or redesign of STEAM activities. In the first four years of the project, the team will work with four core institutional partners (Sitka Sound Science Center, Sno-Isle Libraries, the Fairbanks North Star Borough School District after-school program, and the Pima County Public Library system) across three states (Alaska, Washington, and Arizona). In the project's later stages, they will disseminate their learning tools to a broad, national audience. This 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.

The project has three main goals: (1) To support ISL educators in offering meaningful STEAM activities, (2) To create institutional change among the partner organizations, and (3) To advance the ISL field with respect to professional development and designing for STEAM Programming. The research questions associated with the professional development activities address the ways in which change occurs and focus on all three levels: individual, institutional, and the ISL field. The methods are qualitative and quantitative, including videotaped observations, pre and post interviews, surveys and analysis of online and offline artifacts. In addition, the project evaluation will assess the implementation of the project's professional development model for effectiveness. Methods will include observations, interviews, surveys and Website analytics and program data.
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TEAM MEMBERS: Laura Conner Carrie Tzou Mareca Guthrie Stephen Pompea Blakely Tsurusaki Laura Oxtoby Perrin Teal-Sullivan
resource project Summer and Extended Camps
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches and resources for use in a variety of settings. The project will conduct research designed to deepen our fundamental knowledge about culture, experience, and ecosystems cognition and to develop innovative practices and approaches to support learning about changing ecological systems and environmental decision making. Work on cultural differences in the production of complex systems knowledge is severely lacking. This gap in knowledge may contribute to the continued reproduction of inequities in science education. More broadly findings from this project will have clear implications for theories of cognitive development, especially those pertaining to how knowledge is shaped by culture and experience. Focusing on ecosystems may represent an opportunity to not only increase engagement and achievement in science among non-dominant communities and Native youth specifically, but also advance effective learning for all communities. The primary deliverables for the project are conference presentations and research publications. However, the project will also develop additional resources freely available to researchers, educators, and the general public. These will include summer curricular materials and teaching tools, professional development workshops, practitioner briefs about research findings that can be used in professional development workshops and shared share more broadly, and evaluation reports.

A deeper understanding of cultural influences on conceptions of the natural world can serve to advance the educational needs of children, including children from diverse linguistic and cultural backgrounds. Project research will include two interrelated series of studies designed to expand knowledge about human cognition of complex ecosystems and the affordances of informal STEM learning environments in developing and supporting the critical 21st century skill of ecological systems level reasoning. The first consists of a series of experiments focused on ecological cognition and the role of humans in nature. The second consists of design-based research interventions in informal settings, summer workshops for youth and the communities, focused on ecological systems level thinking and socio-environmental decision making. The project will recruit and engage both child and adult participants from two broad cultural communities, Native Americans and European Americans living in urban and suburban communities, in part because it affords a sharp test of human-nature relations. Sampling from two different urban communities will avoid simple Native-non-Native comparative binaries and to conduct Native-to-Native comparative analysis. Based on results from this, the project will result in: 1) foundational knowledge about human learning and reasoning and ecosystems and environmental decision making, 2) culturally responsive models of learning and practice about complex ecosystems for indoors and outdoors informal learning environments, and 3) insights about research-practice-community partnerships. One important objective of the research is to broaden participation and close opportunity gaps for under-represented groups in STEM fields broadly and more specifically for Indigenous people. Members of Indigenous communities, who provide strong role models for other aspiring scholars, will be involved as postdoctoral fellows, research assistants and graduate fellows.
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TEAM MEMBERS: Megan Bang Douglas Medin
resource project Public Programs
Cities and communities in the U.S. and around the world are entering a new era of transformational change, in which their inhabitants and the surrounding built and natural environments are increasingly connected by smart technologies, leading to new opportunities for innovation, improved services, and enhanced quality of life. The Smart and Connected Communities (SCC) program supports strongly interdisciplinary, integrative research and research capacity-building activities that will improve understanding of smart and connected communities and lead to discoveries that enable sustainable change to enhance community functioning. This project is a Research Coordination Network (RCN) that focuses on achieving SCC for medium/small size, remote, and rural communities through a polycentric (multiple centers) integrated policy, design, and technology approach. The communities served by the RCN have higher barriers to information, resources, and services than larger urban communities. To reduce this gap, the PIs propose to develop need-based R&D pipelines to select solutions with the highest potential impacts to the communities. Instead of trying to connect under-connected communities to nearby large cities, this proposal aims to develop economic opportunities within the communities themselves. This topic aligns well with the vision of the SCC program, and the proposed RCN consists of a diverse group of researchers, communities, industry, government, and non-profit partners.

This award will support the development of an RCN within the Commonwealth of Virginia which will coordinate multiple partners in developing innovations utilizing smart and connected technologies. The goal of the research coordination network is to enable researchers and citizens to collaborate on research supporting enhanced quality of life for medium, small, and rural communities which frequently lack the communication and other infrastructure available in cities. The research coordination network will be led by the University of Virginia. There are 14 partner organizations including six research center partners in transportation, environment, architecture and urban planning, and engineering and technology; two State and Industry partners (Virginia Municipal League and Virginia Center for Innovative Technology); four community partners representing health services (UVA Center for Telemedicine), small and remote communities (Weldon Cooper Center), neighborhood communities (Charlottesville Neighborhood Development), and urban communities (Thriving Cities); and two national partners which support high speed networking (US-Ignite) and city-university hubs (MetroLab). Examples of research coordination include telemedicine services, transportation services, and user-centric and community-centric utilization and deployment of sensor technologies.
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TEAM MEMBERS: Ila Berman T. Donna Chen Karen Rheuban Qian Cai