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resource evaluation Exhibitions
This study collected data from seven planetarium email lists (one per planetarium regional organization in the United States), as well as online survey panel data from residents in each area, to describe and compare those who do and do not visit planetariums.
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TEAM MEMBERS: Karen Peterman Keshia Martin Jane Robertson Evia Sally Brummel Holly L. Menninger
resource research Exhibitions
This report summarizes the main findings from the Cultivating Confidence research study, which investigated the impact of a single science museum visit on young adults' science self-efficacy and views of science. 
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TEAM MEMBERS: Hsin-Yi Chien Julia Nee Jenn Shepard Josh Gutwill
resource research Museum and Science Center Exhibits
This series of research briefs is a look at how a STEM-focused museum youth development program prepared youth for college, through their own voices.
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TEAM MEMBERS: Aaron Price Cindy La Nguyen
resource project Exhibitions
The Field Museum of Natural History will present “Changing Face of Science,” an exhibition series targeting pre-teens and teenagers and featuring Field Museum scientists and science educators who are women or people of color. Over three years, the museum will mount six exhibitions that highlight the experiences and work of museum scientists from diverse backgrounds in a range of disciplines. Programming will include on-site field trips and virtual events during which students and educators will interact with featured researchers. By presenting the stories of individuals from groups traditionally underrepresented in scientific fields, the museum will provide role models who will show that science is accessible and inspire a diverse group of future scientists.
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TEAM MEMBERS: Jaap Hoogstraten
resource evaluation Exhibitions
RK&A conducted prototype testing for the Game Changers exhibition with three audiences: adults, female youth 10-17 years old, and male youth 13-14 years old. The Game Changers exhibition is being developed by the Lemelson Center for the Study of Invention and Innovation at the National Museum of American History.
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TEAM MEMBERS: Amanda Krantz
resource project Public Programs
The Exploratorium will increase the museum community's understanding of the impact of a single science museum visit on "emerging adult" learners-young adults aged 18-29, who are not yet married and have no children. In particular, the study will attempt to understand how museum visits help young women build crucially important science self-confidence. The project will build on prior IMLS-funded research that found that a science museum visit mitigated a pre-existing gender gap in science confidence, or self-efficacy (SSE). The research team will replicate and investigate this effect further by observing male and female young adults during their visits, and over the course of the following three months. The study will gather data before, during, and after the visit through interviews, surveys, experience-sampling, and analysis of participants' social media posts. Results of this research will provide valuable information to the science museum community, as they seek to address the challenges of achieving gender equity in STEM education and the workforce.
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TEAM MEMBERS: Josh Gutwill
resource project Media and Technology
Over a three-year period, the Lawrence Hall of Science will conduct research on the conversations of groups and families encountering an Augmented Reality (AR) experience in a museum environment. The research program will identify which design elements best facilitate conversations among groups of visitors, and determine if these conversations are both rich in scientific content and gender-balanced. The project will focus on four specific activities: understanding the learning associated with current AR activities, implementing design-based research to develop visitor conversation supports, designing and developing new AR programs with embedded conversation supports, and conducting iterative hypothesis-based research on how learning conversations happen in AR learning environments. The museum community will gain insights on design principles for supporting collaborative learning using AR. Project staff will disseminate results via conference workshops for museum professionals on designing AR to enhance family learning, and through publication in professional journals.
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TEAM MEMBERS: Mac Cannady
resource project Exhibitions
Recent studies have advocated for a shift toward educational practices that involve learners in actively contributing to science, technology, engineering, and mathematics (STEM) as a shared and public endeavor, rather than limiting their involvement to the construction of previously established knowledge. Prioritizing learners’ agency in deciding what is worth knowing and how learning takes place may create more equitable and inclusive learning experiences by centering the knowledge, cultural practices, and social interactions that motivate learning for people across ages, genders, and backgrounds. In informal learning environments, families’ social interactions are critical avenues for STEM learning, and science centers and museums have developed strategies for prompting families’ sustained engagement and conversation at STEM exhibits. However, exhibits often guide visitors’ exploration toward predetermined insights, constraining the ways that families can interact with STEM content, and neglecting opportunities to tap into their prior knowledge. Practices in the maker movement that emphasize skill-building and creative expression, and participatory practices in museums that invite visitors to contribute to exhibits in consequential ways both have the potential to reframe STEM learning as an ongoing, social process that welcomes diverse perspectives. Yet little is known about how these practices can be scaled, and how families themselves respond to these efforts, particularly for the diverse family audiences that science centers and museums aim to serve. Further, although gender and ethnicity both affect learning in informal settings, studies often separate participants along a single dimension, obscuring important nuances in families’ experiences. By addressing these outstanding questions, this research responds to the goals of the Advancing Informal STEM Learning (AISL) program, which seeks to advance evidence-based understanding of the design and development of STEM learning opportunities for the public in informal environments. This includes providing multiple pathways for broadening engagement in STEM learning experiences and advancing innovative research on STEM learning in informal environments.

Research will address (1) how families perceive and act on their collective epistemic agency while exploring STEM exhibits (i.e., how they work together to negotiate and pursue their own learning goals); (2) whether and how families’ expressions of agency are influenced by gender and ethnicity; and (3) what exhibit design features support expressions of agency for the broadest possible audience. Research studies will use interviews and observational case studies at a range of exhibits with distinct affordances to examine families’ epistemic agency as a shared, social practice. Cultural historical activity theory and intersectional approaches will guide qualitative analyses of families’ activities as systems that are mediated by the physical environment and social setting. Education activities will involve an ongoing collaboration between researchers, exhibit designers, educators, and facilitators (high-school and college-level floor staff), using a Change Laboratory model. The group will use emerging findings from the research to create a reflection tool to guide the development of more inclusive learning experiences at STEM exhibits, and a set of design principles for supporting families’ expressions of agency. A longitudinal ethnographic study will document the development of inclusive exhibit design practices throughout the project as well as how the Change Lab participants develop their sociocultural perspectives on learning and exhibit design over time. Analyzing these shifts in practice within the Change Lab will provide a deeper understanding of what works and what is difficult or does not occur when working toward infrastructure change in museums. By considering how multiple aspects of families’ identities shape their learning experiences, this work will generate evidence-based recommendations to help science centers and museums develop more inclusive practices that foster a sense of ownership over the learning process for the broadest possible audience of families.
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TEAM MEMBERS: Susan Letourneau
resource research Exhibitions
Exhibit Design for Girls’ Engagement (EDGE) began as an NSF-funded research project led by the Exploratorium to learn how science museums can better engage girls aged 8–13 with STEM exhibits. Over the course of the research, we identified nine design attributes that were consistently positively related to girls’ engagement with these exhibits. The Exploratorium then went on a three-year journey funded by the Gordon & Betty Moore Foundation to explore ways to fold the EDGE design attributes into our exhibits, with a focus on existing exhibits. This was an exciting opportunity to put the EDGE
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TEAM MEMBERS: Meghan Kroning Eric Dimond Janet Petitpas Veronica Garcia-Luis
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 research Public Programs
Informal STEM field trip programming is a large, yet under-researched area of the education landscape. Informal STEM education providers are often serving a more privileged section of society, leading to a risk of perpetuating inequalities seen throughout the education landscape. In an attempt to address the lack of research, this thesis explores the relationship between educational equity and informal STEM field trips. The intention was to collect data using a critical ethnography approach to the methods of qualitative questionnaire and interviews of informal STEM educators. A change in
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TEAM MEMBERS: Sal Alper
resource research Exhibitions
This meta-article aims to explore the role of uncertainty in knowing in informal science learning contexts. Subjects (N=2591) were sixth-graders from four countries. In addition to the correct and incorrect questionnaire alternatives, there was a "don't know" option to choose if uncertain of the answer. The unique path-analysis finding showed that the role of motivation was uniformly positive on correct and negative on uncertainty of answers. In all contexts the number of correct answers increased, incorrect and uncertain answers decreased. Interestingly, although there was no more difference
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TEAM MEMBERS: Helena Thuneberg Hannu Salmi