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resource project
iPlan: A Flexible Platform for Exploring Complex Land-Use Issues in Local Contexts
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TEAM MEMBERS:
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 project Public Programs
Clark Planetarium will partner with the Salt Lake County Library System to extend STEM education for adolescent audiences throughout the regional community. The planetarium will create STEM classes in up to 18 different county libraries, with up to four library activity sessions each week. With each activity session, the project will engage middle school and high school aged participants in hands-on science, technology, and engineering activities that explore complex concepts and principles through simulations of robotic missions. Each visit will engage learners in STEM-focused activities that emphasize group work such as building robots, collecting and analyzing data, and solving problems. Over the span of three years, the project will reach over 7,700 teens. The Utah Education Policy Center will use observation, program records, and a brief online survey to measure the program's impact on STEM interest and improvement in confidence, attitudes, and behavioral intentions around STEM.
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TEAM MEMBERS: Stephanie McGinnis
resource project Public Programs
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. There are few empirical studies of sustained youth engagement in STEM-oriented making over time, how youth are supported in working towards more robust STEM related projects, on the outcomes of such making experiences among youth from historically marginalized communities, or on the design features of making experiences which support these goals. The project plans to conduct a set of research studies to develop: a theory-based and data-driven framework for equitably consequential making; a set of related individual-level and program-level cases with exemplars (and the associated challenges) that can be used by researchers and practitioners for guiding the field; and an initial set of guiding principles (with indicators) for identifying equitably consequential making in practice. The project will result in a framework for equitably consequential making with guiding principles for implementation that will contribute to the infrastructure for fostering increased opportunities to learn among all youth, especially those historically underrepresented in STEM.

Through research, the project seeks to build capacity among STEM-oriented maker practitioners, researchers and youth in the maker movement around equitably consequential making to expand the prevailing norms of making towards more transformative outcomes for youth. Project research will be guided by several questions. What do youth learn and do (in-the-moment and over time) in making spaces that work to support equity in making? What maker space design features support (or work against) youth in making in equitably consequential ways? What are the individual and community outcomes youth experience in STEM-making across settings and time scales? What are the most salient indicators of equitably consequential making, how do they take shape, how can these indicators be identified in practice? The project will research these questions using interview studies and critical longitudinal ethnography with embedded youth participatory case study methodologies. The research will be conducted in research-practice partnerships involving Michigan State University, the University of North Carolina at Greensboro and 4 local, STEM- and youth-oriented making spaces in Lansing and Greensboro that serve historically underrepresented groups in STEM, with a specific focus on youth from lower-income and African American backgrounds.
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resource project Public Programs
Biology has become a powerful and revolutionary technology, uniquely poised to transform and propel innovation in the near future. The skills, tools, and implications of using living systems to engineer innovative solutions to human health and global challenges, however, are still largely foreign and inaccessible to the general public. The life sciences need new ways of effectively engaging diverse audiences in these complex and powerful fields. Bio-Tinkering Playground will leverage a longtime partnership between the Stanford University Department of Genetics and The Tech Museum of Innovation to explore and develop one such powerful new approach.

The objective of Bio-Tinkering Playground is to create and test a groundbreaking type of museum space: a DIY community biology lab and bio-makerspace, complete with a unique repertoire of hands-on experiences. We will tackle the challenge of developing both open-ended bio-making activities and more scaffolded ones that, together, start to do for biology, biotech, and living systems what today’s makerspaces have done for engineering.

A combined Design Challenge Learning, making, and tinkering approach was chosen because of its demonstrated effectiveness at fostering confidence, creative capacity, and problem solving skills as well as engaging participants of diverse backgrounds. This educational model can potentially better keep pace with the emerging and quickly evolving landscape of biotech to better prepare young people for STEM careers and build the next generation of biotech and biomedical innovators.

Experience development will be conducted using an iterative design process that incorporates prototyping and formative evaluation to land on a final cohort of novel, highly-vetted Bio-Tinkering Playground experience. In the end, the project will generate a wealth of resources and learnings to share with the broader science education field. Thus, the impacts of our foundational work can extend well beyond the walls of The Tech as we enable other educators and public institutions around the world to replicate our model for engagement with biology.
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TEAM MEMBERS: Anja Scholze
resource project Informal/Formal Connections
Cities are facing new demands as their urban populations rapidly grow. Smart City initiatives are being developed to address issues of mobility, infrastructure, security, and safety, while enhancing the quality of life of citizens. One-size-fits-all solutions are not viable. Instead, the diversity of a city's residents, including life experiences, cultural backgrounds, needs, and behaviors, must be taken into account to achieve transformative, citizen-centered solutions. Engineers, scientists, policy makers, entrepreneurs, and thought leaders must be prepared to tackle future Smart City challenges, and address knowledge barriers in understanding the needs of citizens across age, occupation, financial standing, disability, and technology savviness. This National Science Foundation Research Traineeship (NRT) award to the Arizona State University addresses this need by training the next generation of MS and PhD students for careers in Smart Cities-related fields. The project anticipates training thirty-eight (38) MS and PhD students, including twenty-four (24) funded trainees, from the following degree programs: Human and Social Dimensions of Science and Technology; Public Affairs; Computer Science; Civil, Environmental, and Sustainable Engineering; Mechanical & Aerospace Engineering; and Applied Engineering Programs. In addition to trainees, it is envisioned that over 300 other MS and PhD students in STEM disciplines will participate in opportunities made available through this traineeship. The knowledge and technologies developed from this project will contribute toward improving the quality of life for all of society through interdisciplinary, citizen-centered Smart City solutions.

An integrated education-research-practice model focused on the technological, societal, and environmental research aspects of citizen-centered solutions for Smart Cities will be employed to instill trainees with transdisciplinary skills and knowledge through cross-disciplinary courses; experience with leading collaborative, use-inspired research projects; applied learning through internships with partners and teaching opportunities; research experiences through service learning and leadership; and entrepreneurial education. Trainees will pursue research thrusts in Citizen-Centered Design; Smart City Infrastructure and Dynamics; and Socio-Environmental Practices and Policies. These thrusts are embedded in integrative priority application areas of Transportation and Accessibility; Safety, Security, and Risk Reduction; and Engagement and Education. Research efforts will significantly advance data-enabled citizen engagement; urban informatics; Internet-of-Things technologies; inclusion and accessibility; urban infrastructure; transportation systems; cybersecurity; swarm robotics; urban sustainability; quality of life and equity for citizens; hazards management and risk reduction; and societal concerns and ethics of emerging Smart City technologies. Focused efforts will be made to recruit underrepresented minorities, women, and individuals with disabilities, in order to tap underutilized talent, equip them to address the needs of their communities, and increase involvement of these groups in Smart Cities-related fields.

The NSF Research Traineeship (NRT) Program is designed to encourage the development and implementation of bold, new potentially transformative models for STEM graduate education training. The program is dedicated to effective training of STEM graduate students in high priority interdisciplinary research areas through comprehensive traineeship models that are innovative, evidence-based, and aligned with changing workforce and research needs.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Michael Kennedy Ram Pendyala Cynthia Selin Ann McKenna Troy McDaniel Gail-Joon Ahn Sethuraman Panchanathan
resource project Public Programs
This pilot study will examine the effectiveness of an innovative applied social change, community and technology based program on marginalized youths' access, interest, efficacy and motivation to learn and engage in digital technology applications. Using stratified near-peer and peer-to-peer mentoring approaches, the pilot builds on extant literature that indicates that peer-supported hands-on mentoring and experiences can alleviate some barriers to youth engagement in digital technologies, particularly among underrepresented groups. In this project, undergraduate students will mentor and work collaboratively with high school youth primarily of Hispanic descent and community-based organizations to develop creative technology-based solutions to address social issues and challenges within their local communities, culminating in events called Impactathons. These community-hosted local and state-wide events set this pilot project apart from similar work in the field. The Impactathons not only provide a space for intellectual discourse and problem-solving among the undergraduate-youth-community partners but the Impactathons will also codify expertise from scientists, social scientists, technologists, community leaders, and other stakeholders to develop technology-based solutions with real world application. If successful, a distal outcome will be increased youth interest in digital technologies and related fields. In the short term, favorable findings will provide preliminary evidence of success and lay the foundation for a more extensive study in the future.

This pilot project is a collaboration between the Everett Program, a student-led program for Technology and Social Change at the University of California Santa Cruz - a Hispanic Serving Institution - and the Digital NEST, a non-profit, high-tech youth career development and collaboration space for young people ages 14-24. Through this partnership and other recruitment efforts, an estimated 70-90 individuals will participate in the Impactathon pilot program over two years. Nearly two-thirds of the participants are expected to be undergraduate students. They will receive extensive training in near-peer and peer-to-peer mentoring and serve as mentors for and co-innovation developers with the high school youth participants. The undergraduates and youth will partner with local community organizations to identify a local social challenge that can be addressed through a technology-based solution. The emergent challenges will vary and could span the spectrum of STEM and applied social science topics of interest. Working in informal contexts (i.e., afterschool. weekend), the undergraduate-youth-community partner teams will work collaboratively to develop practical technology-based solutions to real world challenges. The teams will convene three times per year, locally and statewide, at student and community led Impactathons to share their work and glean insights from other teams to refine their innovations. In parallel, the research team will examine the effectiveness of the Impactathon model in increasing the undergraduate and youths' interest, motivation, excitement, engagement and learning of digital technologies. In addition to the research, the formative and summative evaluations should provide valuable insights on the effectiveness of the model and its potential for expansion and replication.

The project is co-funded by the Advancing Informal STEM Learning (AISL) Program and STEM +C. The AISL program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. STEM + C focuses on research and development of interdisciplinary and transdisciplinary approaches to the integration of computing within STEM teaching and learning for preK-12 students in both formal and informal settings.

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: Chris Benner
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 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 goal of this project is to make 21st century quantum science comprehensible and engaging to non-expert informal adult learners. This project has strong potential to add new knowledge about the public's perception and understanding of quantum physics. This scientific content is often difficult for informal audiences to grasp, and there are relatively few accessible learning resources for a non- professional audience. The development of this online, interactive resource with short animations, graphics, and simulations has strong potential to fill this gap. It will develop a visually driven online resource to engage non-expert audiences in understanding the basics of quantum physics. The web design will be modular, incorporating many multimedia elements and the structure will be flexible allowing for future expansion. All content would be freely available for educational use. There is potential for extensive reach and use of the resources by informal adult learners online as well as learners in museums, science centers, and schools. Project partners are the Joint Quantum Institute at the University of Maryland and the National Institute of Standards and Technology, College Park. An independent evaluation of the project will add new knowledge about informal learners' perceptions and/or knowledge about quantum science and technology. An initial needs assessment via focus groups with the general public will be designed to find out more about what they already know about quantum physics topics and terminology, as well as what they want to know and what formats they prefer (games, simulations, podcasts, etc.). In person user testing will be used with early versions of the project online resource using a structured think-aloud protocol. Later in year 1 and 2, online focus groups with the general public will be conducted to learn what they find engaging and what they learned from the content. Iterative feedback from participants during the formative stage will guide the development of the content and format of the online resources. The Summative Evaluation will gather data using a retrospective post-survey embedded with a pop-up link on the Atlas followed by interviews with a subset of online users. Google Analytics will be used to determine the breadth and depth of their online navigation, what resources they download, and what websites they visit afterward. A post-only survey of undergraduate and graduate students who participated in resource development will focus on changes in students' confidence around their science communication skills and level of quantum physics understanding.
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TEAM MEMBERS: Emily Edwards Curtis Suplee
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
resource project Media and Technology
Co-led by the University of Washington and Science Gallery Dublin, this project aims to drive and transform the next generation of broadening participation efforts targeting teen-aged youth from communities historically underrepresented in STEM fields. This project investigates how out-of-school time (OST) programs that integrate epistemic practices of the arts, sciences, computer science, and other disciplines, in the context of consequential activities (such as creating radio segments, designing museum exhibitions, or building online games), can more broadly appeal to and engage youth who do not already identify as STEM learners. STEM-related skills and capacities (such as computational thinking, design, data visualizations, and digital storytelling) are key to productive and creative participation in many future civic and workplace activities, and are driving the 30 fastest-growing occupations in the US. But many new jobs will entail a hybrid blend of skills, such as programming and design skills that many students who have disengaged with academic STEM pathways may already have and would be eager to develop further. There is not currently a strong foundation of research-based evidence to guide the design, implementation, and evaluation transdisciplinary programs - in which STEM skills are embedded as tools for meaningful participation - or how such approaches relate to long-term outcomes. Hypothesizing that OST programs which effectively engage youth during their high-leverage teenage years can significantly impact youths' longer-term STEM learning trajectories, this project will involve: 1) Five 3-year studies documenting learning in different technology-rich contexts: Making Afterschool, Media Production, Museum Exhibition Design, Digital Arts Programs, and Pop-Up/Street Science Programs; 2) A 4-year longitudinal study, involving 100 youth from the above programs; 3) The creation of a number of practical measurement tools that can be used to monitor how programs are leveraging the intersections of the arts and sciences to support student engagement and learning; and 4) A Professional Development program conducted at informal science education conferences in the EU and US to engage the informal STEM field with emerging findings. 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 to better understand, strengthen, and coordinate STEM engagement and learning. Within NSF, Science Learning+ is part of the Advancing Informal STEM Learning (AISL) program that seeks to enhance learning in informal environments.

Transdisciplinary, equity-oriented OST programs can provide supportive social contexts in which STEM concepts and practices are taken up as the means for meaningful participation in valued activities, building students' STEM skills in ways that can propel their future academic, career, and lifelong learning choices. This project will build the knowledge base about these emerging 21st century transdisciplinary approaches to broadening participation investigating: 1) The epistemic intersections across a range of disciplines (art, science, computation, design) that operate to broaden appeal and meaningful participation for underrepresented youth; 2) How transdisciplinary activities undertaken in the context of consequential learning (e.g., producing a radio segment, designing an exhibition for the general public) can illuminate the relevance of STEM to young people's lives, concerns, and futures; and 3) How participation in such programs can propel students' longer-term life choices and STEM learning trajectories. The project is a collaboration of the University of Washington, Science Gallery Dublin, Indiana University, Youth Radio in Oakland California, Guerilla Science in New York and London, and the London School of Economics.
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resource project Media and Technology
Changes in household-level actions in the U.S. have the potential to reduce rates of greenhouse gas (GHG) emissions and climate change by reducing consumption of food, energy and water (FEW). This project will identify potential interventions for reducing household FEW consumption, test options in participating households in two communities, and collect data to develop new environmental impact models. It will also identify household consumption behavior and cost-effective interventions to reduce FEW resource use. Research insights can be applied to increase the well-being of individuals at the household level, improve FEW resource security, reduce climate-related risks, and increase economic competitiveness of the U.S. The project will recruit, train, and graduate more than 20 students and early-career scientists from underrepresented groups. Students will be eligible to participate in exchanges to conduct interdisciplinary research with collaborators in the Netherlands, a highly industrialized nation that uses 20% less energy and water per person than the U.S.

This study uses an interdisciplinary approach to investigate methods for reducing household FEW consumption and associated direct and indirect environmental impacts, including GHG emissions and water resources depletion. The approach includes: 1) interactive role-playing activities and qualitative interviews with homeowners; 2) a survey of households to examine existing attitudes and behaviors related to FEW consumption, as well as possible approaches and barriers to reduce consumption; and 3) experimental research in residential households in two case-study communities, selected to be representative of U.S. suburban households and appropriate for comparative experiments. These studies will iteratively examine approaches for reducing household FEW consumption, test possible intervention strategies, and provide data for developing systems models to quantify impacts of household FEW resource flows and emissions. A FEW consumption-based life cycle assessment (LCA) model will be developed to provide accurate information for household decision making and design of intervention strategies. The LCA model will include the first known farm-to-fork representation of household food consumption impacts, spatially explicit inventories of food waste and water withdrawals, and a model of multi-level price responsiveness in the electricity sector. By translating FEW consumption impacts, results will identify "hot spots" and cost-effective household interventions for reducing ecological footprints. Applying a set of climate and technology scenarios in the LCA model will provide additional insights on potential benefits of technology adoption for informing policymaking. The environmental impact models, household consumption tracking tool, and role-playing software developed in this research will be general purpose and publicly available at the end of the project to inform future education, research and outreach activities.
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TEAM MEMBERS: David Watkins Buyung Agusdinata Chelsea Schelly Rachael Shwom Jenni-Louise Evans