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resource research Public Programs
As an emerging field of theory, research, and practice, STEAM (Science, Technology, Engineering, Arts and Mathematics) has received attention for its efforts to incorporate the arts into the rubric of STEM learning. In particular, many informal educators have embraced it as an inclusive and authentic approach to engaging young people with STEM. Yet, as with many nascent fields, the conceptualization and usage of STEAM is somewhat ambivalent and weakly theorized. On the one hand, STEAM offers significant promise through its focus on multiple ways of knowing and new pathways to equitable
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TEAM MEMBERS: Sam Mejias Naomi Thompson R Mishael Sedas Mark S Rosin Elisabeth (Lissa) Soep Kylie Peppler Joseph Roche Jen Wong Mairéad Hurley Philip Bell Bronwyn Bevan
resource project Professional Development, Conferences, and Networks
The impacts of changes in the climate at local and global levels threaten how people live. Some frontline communities, especially in historically disenfranchised and under-resourced areas, are particularly vulnerable to the devastating effects of climatological events such as wildfires, flooding, and urban heat islands. As such, there is an urgent need for collective, evidence-based understanding and engagement to prevent and prepare for these potentially fatal events. Led by the Oregon Museum of Science and Industry (OMSI) in Portland, Oregon, in collaboration with local and national partners, Youth Lead the Way is an early-stage Innovations in Development project that offers a theory-based approach for youth in climatologically vulnerable communities to work in climate science research alongside field researchers, develop leadership skills, and engage in timely conversations that impact their own communities. The project will develop and evaluate a Youth Advisory Research Board model to equip and support youth and informal STEM education institutions to conduct evidence-based research on local climate impacts and communicate the findings of their research to their communities. Youth Lead the Way advances the work of several previous NSF-funded projects on climate education, youth advisory boards, and collaborative networks to engage the public in informal STEM learning. Findings from this project will support ongoing efforts in the informal STEM education field to meaningfully engage youth and to more effectively communicate science related to climate and its impacts to the public.

During this initial two-year early-stage project, youth predominantly from racial and ethnic groups underrepresented in STEM will engage in a year-long extended STEM experience. These youth will work collaboratively with scientists and museum professionals to enhance their skills as climate researchers, science communicators, and educational leaders, while reaching an estimated 4,000 or more public audience members through research and events at OMSI, in their schools, and in their communities. Using a cohort model, the youth will conduct scientifically based research studies on various local climate impact topics while concurrently serving in an advisory role at the Oregon Museum of Science and Industry, where they will participate in shaping relevant museum programs and practices. The youth will also develop and present climate stories, a communication approach based on storytelling, to raise public understanding and awareness about local climatological changes and impacts. In addition to the youth component, a companion workshop will be held at the Sciencenter in Ithaca, New York, a partner organization, to train staff and formatively assess the feasibility of scaling the model in other museums. At the program level, an exploratory qualitative research study will be conducted to identify the factors of the overall model that contribute to desired outcomes of youth engagement, climate impact education, and informal science education professional development. Interviews, surveys, focus groups, group chats among youth cohort members, and reviews of artifacts generated by the youth will inform this exploratory study. A theory-based guide outlining key findings, considerations, and recommendations will also be produced. The dissemination of this work will be multi-tiered, reaching thousands within the target communities through public programs, professional networks, at conferences, and a live virtual professional development event hosted by the Association for Science-Technology Centers. If successful, Youth Lead the Way will lay the groundwork for a model that promotes youth and public engagement in STEM through climate science research and identifies promising pathways for future research and similar efforts well beyond this project.

This early-stage Innovations in Development project is funded by the NSF Advancing Informal STEM Learning 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.

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: Scott Randol Christopher Cardiel Rebecca Reilly Jennifer Schwade Imme Huttmann Carla Herran Marcie Benne Todd Shagott Maria Zybina
resource project Public Programs
Youth generate data in the form of social media posts, and they are likely to understand that these data can be used by others for multiple purposes. However, they may be less likely to know that other personal data, such as records related to shopping patterns or medical visits, can also be tracked, analyzed, and used. Consequently, today's young people have a personal stake in their ability to understand and critically question multiple types of data practices. This project will advance knowledge regarding how informal educational organizations can empower young people in a data-centric world. In partnership with public libraries in New York City, Pratt Institute will develop a model for supporting critical data literacy in informal settings. Critical data literacy includes the ability to critique data practices throughout the data life cycle; to situate data within broader contexts such as cyberinfrastructures and societal trends; and to use data to answer questions and to achieve purposes that are personally meaningful and important. To develop a model of informal education that supports critical data literacy, the project team will co-design data literacy sessions with teenagers in libraries. These data literacy sessions will provide teens with opportunities to engage in critical data practices and inquiry in the context of issues they identify as being important to them. The project team will conduct research on the methods that support youths' co-design of critical data literacy programs. This project will result in a model of a youth-driven educational program that can be scaled and enacted in libraries and informal settings nationwide, with the ultimate purpose of fostering a more empowered, data-literate citizenry.

The project will recruit 25 teenagers ages 13-17, including those from underrepresented groups, to co-design and implement four to six 90-minute critical data literacy sessions in a public library. The research team will use design-based participatory research to study the process of co-design, and they will improve this co-design process with three additional cohorts of 25 teenagers each. This study will answer the following three research questions: (1) How can critical data literacy be supported within the sociohistorical context of the public library in ways that speak to young people? (2) How can the affordances of co-design scaffold meaningful informal learning about critical data literacy? (3) What do the designs and artifacts created by young people say about sustained engagement and learning with regard to facets of critical data literacy? To answer these questions, the research team will use thematic and descriptive coding to analyze data sources such as interviews and focus groups with teens and library staff, observations of critical data literacy sessions, youth-generated artifacts, and surveys with youth participants. Empirical findings will be disseminated widely through professional networks, conferences, and journals for informal educators, educational researchers, and information scientists, and the co-design model will be disseminated widely to practitioners of informal science education. This project is funded by the Advanced Informal STEM Learning (AISL) program. As part of its overall strategy to enhance learning in informal environments, the 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 Pilot and Feasability Study 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: Leanne Bowler Mark Rosin Irene Lopatovska
resource project Informal/Formal Connections
Parents and adult caregivers play a significant role in young children's understanding of (and participation in) science, technology, engineering, and mathematics (STEM). Research suggests that early engagement with STEM can have a profound impact on children's use of STEM process skills such as exploration, observation, and problem-solving, as well as future academic success. An immediate yet ongoing challenge facing informal STEM learning providers is to understand how limited resources can be used to support effective STEM learning opportunities and experiences for all children and families. Through a collaboration between researchers, Head Start, two science centers (one rural, one urban), and educators, this project aims to foster STEM access and engagement with specific attention to young children and their caregivers. 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 Pilot and Feasibility study will apply an experimental, mixed-methods design to examine parent/caregiver and child (ages 4-5) interactions before, during, and after informal STEM experiences to identify which factors influence children's transfer of learning STEM process skills across multiple informal contexts. Research results will lay the foundation for a future longitudinal study. The project team will ask: (1) What types of parent/caregiver-child engagement at the science center are most predictive of children's application of STEM process skills in subsequent problem-solving tasks and school readiness? (2) How do variations in parent/caregiver-child conversational strategies during the science center visit influence children's memory and learning? and (3) How can informal educators best support Head Start family engagement and children's emerging STEM knowledge? This study will collect data on 240, 4-5-year-old children, with their caregivers, in two different science centers that serve a largely rural and largely urban population. Data sources will include video/audio of caregiver-child interactions at the science centers and at home, as well as children's recall, engagement with a problem-solving task, and school readiness scores. Coding and analysis of the tasks during and after the science center visit will detail mechanisms underlying children's memory, learning, and application of STEM process skills that transfer to the problem-solving task. The project will be implemented by a research-practice partnership, leveraging the expertise of project partners and communities to ensure the use of culturally responsive research practices. This research has the potential to strategically impact how science centers and Head Start grantees work together on Family Engagement programming to achieve equitable STEM learning opportunities, broadening participation for low-income young children and their families.

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: Michelle Kortenaar Jennifer Schwade Erin Jant Stacy Prinzing
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 project would expand the informal STEM learning field's understanding of how to use digital science media to increase STEM educational experiences and opportunities for English language learners. Across the U.S. there are significant STEM opportunity and achievement gaps for English learners with varying levels of English proficiency. This is at a time when the U.S. is facing a shortage of STEM professionals in the workforce including the life and physical science fields. This project aims to close these gaps and improve English learners' STEM learning outcomes using digital media. Within community colleges, there are multiple site-based programs to provide content to help English learners to learn English and to improve their math and literacy skills. Involving the state community college networks is a critical strategy for gathering important feedback for the pedagogical approach as well as for recruiting English learner research participants. The team will initially study an existing YouTube chemistry series produced by Complexly then produce and test new videos in Spanish using culturally relevant instructional strategies. The target audience is 18-34-year-old English learners. Project partners are Complexly, a producer of digital STEM media and EDC, a research organization with experience in studying informal STEM learning.

The project has the potential to advance knowledge about the use of culturally relevant media to improve STEM opportunities and success for English language learners. Using a Design-Based Implementation Research framework the research questions include: 1) what are the effective production and instructional strategies for creating digital media to teach science to English learners whose native language is Spanish? 2) what science content knowledge do English learners gain when the project's approach is applied to a widely available set of YouTube videos? and 3) how might the findings from the research be applied to future efforts targeting English learners? The project has the potential to significantly broaden participation in science and engineering. Phase 1 of the research will be an exploration of how to apply strategic pedagogical approaches to digital media content development. Interviews will be conducted with educators in 3 focal states with high numbers of English language learners (NY, CA, TX) to reflect on pedagogical foundations for teaching science to English learners. A survey of 30 English learners will provide feedback on the perceived strengths and weaknesses of a selection of existing YouTube chemistry videos. Phase 2 will create/test prototypes of 6 adapted chemistry videos. Forty students (ages 18-34) will be recruited and participate in cognitive interviews with researchers after viewing these videos. Based on this input additional videos will be produced with revised instructional strategies for further testing. Additional rounds of production and testing will be conducted to develop an English learners mini chemistry series. Phase 3 will be a pilot study to gauge the science learning of 75 English learners who will view an 11-episode chemistry miniseries. It will also identify gaps in expected learning to determine whether any further adjustments are necessary to the instructional approach.

This Innovations in Development 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: Kelsey Savage Ceridwen Riley Stan Muller Heather Lavigne Caroline Parker Katrina Bledsoe
resource project Exhibitions
Very little is known about the experiences of people with learning disabilities in informal learning environments such as science centers and museums. This project will describe the ways in which engagement and intrinsic motivation for learning are and are not supported for visitors with learning disabilities, and build capacity for informal STEM education practitioners to apply this learning for the benefit of those with learning disabilities as well as any visitor who needs more support in the context of self-directed learning. Broadening participation science, technology, engineering and math (STEM) is a core goal of the National Science Foundation and its Advancing Informal STEM Learning (AISL) program. This project pursues this goal with a focus on young people with learning disabilities. As the largest group of individuals with disabilities in the United States, people with learning disabilities make up an estimated 20% of the U.S. population. Science professions offer many life- and work-related opportunities for individuals with learning disabilities, and the flexible experiences of informal learning spaces offer important opportunities to promote participation, engagement in and motivation for science. This work represents the next generation of accessible design to broaden participation in, and impacts of, informal STEM learning opportunities. This project will generate guidelines and resources to support inclusive design for this group of visitors. Resources will include a Toolkit of Visual Assets that can be shared digitally and in print with youth with learning disabilities, informal STEM practitioners, and the learning disability research and practice community.

The project will develop empirical knowledge to support informal STEM practitioners to better facilitate the inclusion of youth with learning disabilities. Using the lens of Self-Determination Theory as an explanatory framework, this research will be pursued in three phases. Self-Determination Theory describes the psychological needs that must be met, such as autonomy and feelings of efficacy, to create an environment that supports individuals' engagement in self-motivated behaviors. Phase 1 will be an exploratory study describing the engagement and motivation of adolescents (ages 10-17) with learning disabilities when experiencing varied STEM exhibits. This first phase will adapt validated scales, employ an existing observation protocol, and conduct stimulated recall interviews with youth. Phase 2 will explore, develop and investigate design strategies to improve the intrinsic motivation of youth with learning disabilities at educational STEM exhibits. This second phase will involve a set of experimental studies in which design strategies related to intrinsic motivation are manipulated to inform principles of inclusive design for visitors with learning disabilities. As in the previous phase, Phase 2 will adapt validated scales and employ an existing observation protocol. Phase 3 will focus on design charrettes in which researchers and practitioners work with high school students with learning disabilities in a co-design process. The charrettes will generate guidelines and case examples of exhibit components using Universal Design for Learning to balance varying design priorities and effectively, inclusively design exhibits for this population. This third phase will rely on qualitative coding of co-design charette artifacts, field notes and researcher reflections; member checking will play an important role in the coding process. Dissemination efforts for this project will target youth with learning disabilities, informal STEM education practitioners, and the broader field of learning disability researchers and practitioners. In addition to the exhibit design guidelines and Toolkit described above, the project will publish peer reviewed articles and develop manuscripts aimed at educational research and practice.

This Research in Service to Practice project is funded by the Advancing Informal STEM Learning 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.

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.

This pilot and feasibility project addresses the needs of youth (ages 10-19) who are deaf or hard of hearing and use either English or American Sign Language as their preferred method of communication. The project will develop and study video stories from members of the STEM workforce who are deaf or hard of hearing. Youth will view these videos on the web at home or at an afterschool program. These stories will help the youth become aware of the range of STEM careers that are available and their potential to pursue and succeed in these occupations. One of the biggest challenges young persons who are deaf or hard of hearing face is not having role models who are members of the STEM workforce. Without these role models they are not aware of the possibility that they could work in these fields. Several studies indicate that seeing other people with disabilities having success in STEM boosts self-confidence. Exposure to deaf role models allows deaf student to identify with successful deaf people and consequently believe they themselves could accomplish goals they previously thought out of their reach. Project collaborators include Gallaudet University Regional Center, Northeast Deaf & Hard of Hearing Service, Boys & Girls Club of Lynn, MA, and Bridge Multimedia.

The project will advance knowledge in the field of deaf education in informal settings. The research questions are: 1) How do adolescents who are deaf or hard of hearing integrate and use digital versions of firsthand stories from members of the STEM workforce? 2) How do parents and club leaders make use of the stories? 3) What kind of outcomes are made possible by using the stories such as interest in STEM careers 4) What modifications and additional would improve the stories to make them more useful and effective? 5) What dissemination strategies would maximize story use? The project will do a formative evaluation of the pilot videos using a sample of 30 family groups and 10 boys? and girls? participants. Families will meet with researchers at one of the collaborating institutions (Gallaudet University Regional Center East, Northeast Deaf & Hard of Hearing Service or TERC) depending on where they live. The researcher will work with one family or adolescent at a time. They will view the videos on a computer while the researchers observe and record data. After viewing the videos, researchers will ask them questions about what they learned, what might be added, changed, or improved. They will be asked to look at the videos later on their home computers and do things such as select a STEM career for further research. Additional data collection will involve completing a post-use online survey for adolescents and their parents.

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: Judy Vesel
resource research Media and Technology
With the world in the midst of the COVID-19 pandemic, children are often having or expressing worries and fears. Their caregivers -- parents and those who are providing direct care for children -- are seeking trusted sources of information to help them explain this disease and help ease children’s worries. This resource guide reflects some of the work of our current NSF-funded research study (NSF#2029209) about the communication needs of children and families during the pandemic, seeking to understand how they are supported in having conversations about the coronavirus and pandemic-related
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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.

Making, which supports interest-driven skill-development and learning, has been recognized as having the potential to engage underserved youth in STEM. Makerspaces are community spaces that allow participants to create items using tools, such as 3-D printers, computer-aided design, and digital fabrication technologies. Makerspaces and making-related programs are often inaccessible, unaffordable, or simply not available to underserved youth. Digital Harbor will partner with recreation centers, two in Pittsburgh and two in Baltimore, to research, refine and implement an equity-based approach to making that will engage underserved youth aged 12-16 in making. The project will prepare out-of-school time (OST) educators to collaboratively develop culturally sensitive curricula with underserved youth to engage them in maker-based technology and computer science experiences. The project will (1) design a professional development program that will prepare and support local educators to collaboratively design and deliver localized, maker-based, STEM curricula; (2) research the impact of these programs on both educators' and youth's self-efficacy, creativity, and attitudes towards STEM; and (3) develop and evaluate an online Localization Toolkit that will prepare educators in makerspaces across the nation in using an equity-based approach to create localized content. The project will result in four new maker sites (two in Baltimore and two in Pittsburgh directly impact 4 sites (10 educators and 240 youth). The project will result several resources that will support the development and educational programs of other community sites. The resources will include the Localization Toolkit, Case Studies, Best Practices, and Research Study. The Localization Toolkit has the potential to strengthen infrastructure and capacity building in OST maker-based programs, as well as other informal and formal education programs using similar pedagogies and design principles.

The project will use a mixed-methods approach in researching the challenges and processes involved in establishing the four maker sites in Baltimore and Pittsburgh, the approaches and effectiveness of the professional development program on OST educators, and the impacts of the project of participation on the self-efficacy, creativity, and attitudes on participating youth and educators. The research study will apply several instruments and data collection sources to develop quantitative data, including youth attendance logs, the Upper Elementary and Middle/High School Student Attitudes toward STEM survey, a retrospective technology self-efficacy survey and pre-post surveys. In addition to project document review, the researchers will collect qualitative data through educator interviews, educator focus groups, and youth focus groups. Project research and resources will reach key audiences of learning scientists and OST educators through articles in peer-reviewed and practitioner journals, public events and professional conferences. These audiences will also be reached through the project website, which will share project resources. The project will reach OST sites across the country directly through dissemination partners, including the National Recreation and Parks Association, Association of Science and Technology Centers, and statewide out-of-school networks.

This Innovations in Development 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: Foad Hamidi Andrew Coy
resource project Media and Technology
Virtual Reality (VR) shows promise to broaden participation in STEM by engaging learners in authentic but otherwise inaccessible learning experiences. The immersion in authentic learner environments, along with social presence and learner agency, that is enabled by VR helps form memorable learning experiences. VR is emerging as a promising tool for children with autism. While there is wide variation in the way people with autism present, one common set of needs associated with autism that can be addressed with VR is sensory processing. This project will research and model how VR can be used to minimize barriers for learners with autism, while also incorporating complementary universal designs for learning (UDL) principles to promote broad participation in STEM learning. 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. This project will build on a prototype VR simulation, Mission to Europa Prime, that transports learners to a space station for exploration on Jupiter's moon Europa, a strong candidate for future discovery of extraterrestrial life and a location no human can currently experience in person. The prototype simulation will be expanded to create a full, immersive STEM-based experience that will enable learners who often encounter cognitive, social, and emotional barriers to STEM learning in public spaces, particularly learners with autism, to fully engage and benefit from this STEM-learning experience. The simulation will include a variety of STEM-learning puzzles, addressing science, mathematics, engineering, and computational thinking through authentic and interesting problem-solving tasks. The project team's learning designers and researchers will co-design puzzles and user interfaces with students at a post-secondary institute for learners with autism and other learning differences. The full VR STEM-learning simulation will be broadly disseminated to museums and other informal education programs, and distributed to other communities.

Project research is designed to advance knowledge about VR-based informal STEM learning and the affordances of VR to support learners with autism. To broaden STEM participation for all, the project brings together research at the intersection of STEM learning, cognitive and educational neuroscience, and the human-technology frontier. The simulation will be designed to provide agency for learners to adjust a STEM-learning VR experience for their unique sensory processing, attention, and social anxiety needs. The project will use a participatory design process will ensure the VR experience is designed to reduce barriers that currently exclude learners with autism and related conditions from many informal learning opportunities, broadening participation in informal STEM learning. Design research, usability, and efficacy studies will be conducted with teens and adults at the Pacific Science Center and Boston Museum of Science, which serve audiences with autism, along with the general public. Project research is grounded in prior NSF-funded research and leverages the team's expertise in STEM learning simulations, VR development, cognitive psychology, universal design, and informal science education, as well as the vital expertise of the end-user target audience, learners with autism. In addition to being shared at conferences, the research findings will be submitted for publication to peer-reviewed journals for researchers and to appropriate publications for VR developers and disseminators, museum programs, neurodiverse communities and other potentially interested parties.

This Innovations in Development 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: Teon Edwards Jodi Asbell-Clarke Jamie Larsen Ibrahim Dahlstrom-Hakki
resource project Exhibitions
National priorities recommend the U.S. fortify a culture of innovation by encouraging broader participation in invention and STEM. The Game Changers is an Innovations in Development exhibition project with embedded research that advances knowledge about how museum exhibits can activate STEM-related inventive identities among the public. The project is a collaboration between the Smithsonian's Lemelson Center for the Study of Invention and Innovation at the National Museum of American History (NMAH-LC), educational researchers, an exhibition design firm, and community based organizations. While the Game Changers exhibition theme of inventiveness in sports provides an initial spark for broad audience interest and engagement, its ultimate intent is to foster and enhance inventive identity among diverse audiences, particularly girls and young women ages 10-17, African American youth ages 10-17, and people of all ages with disabilities. Visitors will be met by a brief introductory display to launch their journey from passive learner to active inventor. A diverse array of athletes and inventors provide relevant motivational exemplars and ask visitors "How will YOU Change the Game?" Examples of invention challenges include, applying the principles of physics and materials science to aid in designing a safer helmet and exploring computational fluid dynamics to design a faster swimsuit. Throughout the exhibition experience, visitors will draw on an array of STEM skills and knowledge essential to sports, including physiology, kinesiology, and biomechanical engineering, physics, biomimicry, robotics, computer science, data analysis, and virtual and augmented reality. Throughout the project, the team will work with priority audiences, starting with front-end research and evaluation; progressing iteratively through stages of formative research, design, and evaluation; and conducting summative evaluation to ensure that the STEM-based content and design strategies are impacting inventive identity and meeting audiences' interests and needs. In coordination with the exhibition development and evaluation teams, educational researchers will iteratively explore and develop a model for innovative identity development in informal learning environments.

Educational psychologists from Old Dominion University and Temple University will collaborate closely with the NMAH-LC team, exhibition design-fabrication firm Roto, and evaluators from Randi Korn & Associates to adapt a theoretical model of identity from a formal education setting to an informal learning context. In the model, identity is conceptualized as a complex dynamic system, with interdependent internal and external elements (ontological/epistemological beliefs; self-perceptions; purpose and goals; perceived action possibilities) and reciprocal influences in a process of continuous emergence. Using design based research and a previously developed coding manual, the team will iteratively apply, test, and further advance the inventive identity development model, a set of inventive identity indicators for future research and development, and a list of exhibition design techniques for activating inventive, STEM-based identity development in informal learning environments. The research team will prioritize diverse audiences for iterative cycles and focus groups, including participants from the Girl Scouts of the Nation's Capital, Smithsonian Accessibility Program, Smithsonian's Anacostia Community Museum, and YMCA of Washington, DC. The exhibition's research, evaluation, and design outcomes will be disseminated widely across the AISL field and through project collaborators.

This project is funded by the Advancing Informal STEM Learning 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.

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: Monica Smith Jeffrey Brodie
resource evaluation Media and Technology
Sense-making with data through the process of visualization—recognizing and constructing meaning with these data—has been of interest to learning researchers for many years. Results of a variety of data visualization projects in museums and science centers suggest that visitors have a rudimentary understanding of and ability to interpret the data that appear in even simple data visualizations. This project supports the need for data visualization experiences to be appealing, accommodate short and long-term exploration, and address a range of visitors’ prior knowledge. Front-end evaluation
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