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resource project Informal/Formal Connections
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 Museum of Science, Boston (MOS) and Boston University (BU) will conduct a Pilot and Feasibility Study project that leverages the current Living Laboratory (LL) model and expand it to engage high school students (teens) in experimental psychology research, science communication and science education activities. In LL, which is now an extensive network of museums and university researchers across the country, scientists and museum staff collaborate to engage children in studies on the museum floor and educate caregivers about the research. Multi-site implementation and evaluation of LL has also documented positive impacts for undergraduate researchers. Many sites are eager to extend these benefits to high school students by engaging them as practitioners within the model and by providing them with opportunities to engage in current research, education and communication, thereby helping to foster stronger youth identities with science and its applications in society. This project expands a ten-year LL partnership between MOS and BU to: 1) pilot a program in which high school students both conduct scientific research and engage the public in learning about science; 2) explore strategies for museums and universities to collaboratively engage, support and mentor high school students in science research, communication and education activities; 3) document curricular, other programmatic, and evaluation materials; and 4) convene professional participants to provide feedback on pilot materials, and assess the viability of implementing similar programs at additional sites. Guided by developmental evaluation, these activities will generate knowledge for the field, and act to increase professional capacity to integrate experiences for teens at multiple LL sites in future projects. 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: Becki Kipling Peter Blake Rachel Fyler Katie Todd Ian Campbell Tess Harvey Owen Weitzman Allison Anderson
resource project Public Programs
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 develop a collaborative program to connect and prepare researchers from divergent disciplines to communicate science to publics of all ages in three distinct informal environments: pop-ups at community events, experiential learning with problem solving events for youth, and presentations at a science museum. It will study the effects of this program on the identity and motivations of STEM researchers and evaluate the short and medium-term outcomes for public audiences. Project partners include, The STEAM Factory, OHI/O Informal Learning in Tech Program, and the Center of Science and Industry (COSI) all located in Columbus, Ohio.

The primary goals of this project are as follows. 1) Develop a collaborative program that connects and prepares researchers from divergent disciplines to creatively and effectively communicate science to people of all ages. 2) Evaluate the short and medium-term learning outcomes across different informal learning settings. 3) Study the effect of this collaborative program on the motivations and identify of the researchers. The specific research question is: In what ways do researchers motivations and identities further develop because of these collaborative experiences with divergent perspectives? A mixed method approach will be used. Data will be collected and analyzed from 3 cohorts of researchers who implement programs in different informal learning settings. A series of pre- and post interviews with scientists will be designed to answer the research question above. Interviews will be grounded in self-determination theory. Later reflective surveys will serve as triangulation for the data.

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: Sathya Gopalakrishnan Justin Meyer Rachel Kajfez Arnab Nandi
resource project Public Programs
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 Research in Service to Practice project examines how informal place-based collaborative learning can support local communities' planning processes related to current environmental changes. As a part of this study workshops will be conducted in 8 communities that have a range of planning mandates based on recent extreme environmental changes such as drought/wildfires, flooding, invasive species, or loss of native wildlife. Place-based adaptation workshops will be designed to be locally relevant and empower people to learn and act on their newly acquired understandings. Local community collective actions may include a range of decisions (e.g., infrastructure changes such as building defenses against sea level rise in coastal communities or improving the quality of roads to withstand higher temperatures.) Collective action may also lead to community wide behavioral changes such as individuals using less water or farmers planting different crops. The study will focus on the efficacy of the methods used in 8 workshops in communities throughout the country. Research objectives include: 1) identifying experts' belief about the most critical components of successful workshops; 2) Understanding of prior workshop outcomes and 3) test hypothesized effective practices and understand how learning takes place and collective action does or does not take place. The project addresses key AISL solicitation priorities including strategic impact on the field of informal STEM learning, advancing collaboration, and building professional capacity. It engages both public and professional audiences as described in the solicitation. Public audiences include stakeholders in each of the 8 communities such as community environmental groups, NGOs, businesses, landowners, and local government planners. Professional audiences include the workshop scientists and facilitators who will be trained in the experimental workshop approach. The project builds upon and expands the existing AISL portfolio of science communication projects such as science cafes, science festivals, science media, and library based projects. This is a collaborative project of EcoAdapt and Virginia Tech with participants from the National Parks Conservation Association, the Desert Research Institute, and the Wildlife Conservation Society and others. The research will progress through two phases. Phase 1 is designed to identify consensus-based effective practices for promoting learning and action in adaptation workshops. It includes a Delphi study to synthesize beliefs about effective practices held by experienced workshop facilitators across the United States. Phase 2 includes iterative design and research of eight adaptation workshops in various communities with a range of planning mandates and recent extreme weather experience. By iteratively revising the workshop design, the study will elucidate how different workshop components influence participant learning, individual behavioral intentions, and subsequent efforts toward collective action. The overall research design will examine the relationships of pedagogical and collaborative techniques to learner outcomes and collective action. Many of these lessons are likely relevant to other collaborative informal science learning contexts. 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: Marc Stern Lara Hansen
resource project Public Programs
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 project will build and test a new model for co-created public engagement with science activities in partnership with civic, community, and scientist partners. The innovation to be tested is deliberative dialogues in science museums that help reduce the polarization about socio-scientific issues, giving people a greater voice in science, and addressing barriers that disconnect scientists from the public. The project will engage four target audiences (informal science education/ISE professionals, civic, community and scientist partners). Science museum partners include Museum of Science (MOS) Boston, Oregon Museum of Science, the Michigan Science Center, and the North Carolina Museum of Life and Science. The project is designed to have a strategic impact on how ISE institutions choose topics of STEM engagement and build public Forum programs.

There will be two evaluation teams for the project. MOS Research and Evaluation will act as formative evaluation mentors for the four partner sites as they co-create their forums. They will provide evaluation capacity building for the sites using team-based inquiry as they create and understand the potential impacts and outcomes of the model. Data collection will include panel surveys and focus groups. The evaluation will explore how the forums can decrease 1) public polarization around STEM topics and (2) the disconnect between scientists, civic organization, and the public. The external summative evaluation will be conducted by Rockman et al (REA). They will conduct a study of the project's process to help the team identify challenges and strategies for overcoming them as they work through the phases of public engagement. The summative study will focus on the project goals taking a qualitative approach. Early interviews with partner participants will explore their strengths and weaknesses in taking on this type of public engagement model including the extent of their previous work with civic partners. Later interviews will investigate what factors have enabled or hindered this project. Summative evaluation questions will also address changes in attitudes toward public engagement with science. REA will collect feedback from summit attendees through intercept interviews and post-surveys administered within a week at the event's conclusion to explore the any changes in knowledge or confidence in undertaking this type of model. REA will present findings from the external evaluation during the annual meeting of the Association of Science-Technology Centers and publish reports to Informalscience.org. Once the model has been developed and tested it will be disseminated to an initial group of 25-30 science museums and eventually to the entire ISE museum field.

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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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
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.
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TEAM MEMBERS: Victoria Coats Matthew Sturm Deborah Wasserman
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 Media and Technology
The Space and Earth Informal STEM Education (SEISE) project, led by the Arizona State University with partners Science Museum of Minnesota, Museum of Science, Boston, and the University of California Berkeley’s Lawrence Hall of Science and Space Sciences Laboratory, is raising the capacity of museums and informal science educators to engage the public in Heliophysics, Earth Science, Planetary Science, and Astrophysics, and their social dimensions through the National Informal STEM Education Network (NISE Net). SEISE will also partner on a network-to-network basis with other existing coalitions and professional associations dedicated to informal and lifelong STEM learning, including the Afterschool Alliance, National Girls Collaborative Project, NASA Museum Alliance, STAR_Net, and members of the Association of Children’s Museums and Association of Science-Technology Centers. The goals for this project include engaging multiple and diverse public audiences in STEM, improving the knowledge and skills of informal educators, and encouraging local partnerships.

In collaboration with the NASA Science Mission Directorate (SMD), SEISE is leveraging NASA subject matter experts (SMEs), SMD assets and data, and existing educational products and online portals to create compelling learning experiences that will be widely use to share the story, science, and adventure of NASA’s scientific explorations of planet Earth, our solar system, and the universe beyond. Collaborative goals include enabling STEM education, improving U.S. scientific literacy, advancing national educational goals, and leveraging science activities through partnerships. Efforts will focus on providing opportunities for learners explore and build skills in the core science and engineering content, skills, and processes related to Earth and space sciences. SEISE is creating hands-on activity toolkits (250-350 toolkits per year over four years), small footprint exhibitions (50 identical copies), and professional development opportunities (including online workshops).

Evaluation for the project will include front-end and formative data to inform the development of products and help with project decision gates, as well as summative data that will allow stakeholders to understand the project’s reach and outcomes.
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resource project Professional Development, Conferences, and Networks
As higher education institutions (HEIs) work to enhance Broader Impacts (BI) efforts, collaborations with informal science education institutions (ISEs) (e.g. science centers, aquaria, zoos) can help them strengthen their impact and reach broader audiences. This project builds on the successful Portal to the Public (PoP) framework, bringing together the expertise and resources of HEIs and ISEs around the shared mission of engaging public audiences in current STEM research. The project is designed to address several critical needs: (1) Public outreach BI activities are relatively uncommon compared to BI that is focused within the infrastructure of academia; (2) Because collaborations with ISEs are frequently tied to individual Principal Investigators (PIs), there is limited opportunity to build a body of knowledge around the practice of partnering for BI work; and (3) Collaborations are often transient, making it more difficult for universities to view BI on an institutional level in ways that leverage particular institutional assets or strategies and even link investigators from multiple projects. The specific areas of study are: a. Develop and test a structure for education/outreach BI experience design that addresses a public audience need and meets NSF's BI criterion: The project will create disseminatable tools around the activity design process (including evaluation of learning impacts). By convening cross-disciplinary teams, the project will ensure that experiences will reflect a wide range of expertise and will help meet the needs of multiple stakeholders. These established structures will lower the barrier to entry for PIs who want to do public outreach BI. b. Design, test, and study structures for long-term, mutually beneficial HEI-ISE partnerships: The project will build on the proven PoP model to create flexible, disseminatable tools around the development of institutional partnerships at three collaborating HEI-ISE site pairings that consider each institution's resources, constraints and strategic goals, including a cross-institutional and cross-disciplinary Broader Impacts Design (BID) Team structure. Sustained partnerships will support ongoing public engagement with current STEM research. c. Anchor the partnership at the HEI with a representative from an office of research support: Research support professionals will be a core part of the BID Team and will help support institutional strategies for aligning BI activities with broader goals around community engagement. d. Study the culture of HEI-ISE partnerships, building knowledge about how these institutions can form effective, sustained and mutually beneficial collaborations. Project partners include Pacific Science Center with the University of Washington, Bothell, WA; University of Wisconsin-Madison with the Wisconsin Institute for Discovery; and the Sciencenter with Cornell University, Ithaca, NY. In addition, the Center for Research in Lifelong Learning, Oregon State University will oversee the research aspects of the project. The project's primary benefit is the development of more effective mechanisms for HEIs and ISEs to collaborate, that will better enable them to engage their communities in experiences and conversations about current STEM research and innovation. This project is being 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.
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TEAM MEMBERS: Kevin Niemi Ann McMahon Carolyn Brennan
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 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 Professional Development, Conferences, and Networks
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 subject of physics and all of its sub-disciplines are becoming more prevalent in the public press as the research results appear to be quite interesting and important. While the physics discipline has made a Nation-wide effort to acquaint the public with physics knowledge through informal education learning experiences for years, it has not been as successful as the community desires. Thus, this project is aimed to gather all of the informal and outreach physics education efforts that have been attempted in the hope of finding the best practices for learning physics concepts and practices. A compendium will be published to inform future opportunities on how to educate the public through informal and outreach mechanisms. This project is a collaboration between Michigan State University and the University of Colorado. The physics community has a long history of engaging audiences in informal education activities. Physics institutions that facilitate informal programs include university departments, national laboratories and centers, and professional societies and organizations. There is, however, no systemic understanding of how these programs are facilitated, nor an assessment of the collective impact that these programs have on participants. This project will address numerous research questions in the broad areas of Activity Detail, Structural Aspects, and Assessment. Further, their efforts will determine the "who, what, why, where and how" of informal physics offerings, focusing on their facilitation, impact on participants, and the academic and discipline-specific cultures from which these programs originate. The study has several definite research outcomes that will emerge from this methodology: 1) They will produce a survey of the informal efforts of university physics departments, national physics labs and national physics organizations, 2) They will develop a taxonomy of informal physics programs from which we can characterize the landscape of programs, and 3) by investigating both "successful" as well as "failed" or terminated programs, they will develop an understanding of the culture and resources needed to support outreach from these research findings. In addition, they will produce published works that can be utilized by informal practitioners and administrators in physics to examine current programs and guide the development of new programs. With regards to the research questions and framework, the overarching and driving question for this research project is: "What is the landscape of informal physics learning, specifically, of those programs in the United States facilitated by physicists and physics students at academic institutions, national labs and by national physics organizations?" This study will provide a robust understanding of the state of informal physics programs and outreach by physicists in the United States today. Findings will inform practitioners and administrators as to how best to support and design informal physics programming. The results will also have broad implications for other discipline-specific informal STEM programming. The primary data collection methods will be a nationwide survey and interviews with a large sample of informal practitioners from the physics community. Site visits will be conducted with a subset of these programs in order to observe programs in action and to glean insights from university participants, community partners, public, and K-12 audiences.
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TEAM MEMBERS: Kathleen Hinko Noah Finkelstein