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resource research Exhibitions
The "Exhibit appraisal and diverse populations: Pilot research about intersectional and science identities in science exhibits" (APPRAISE) project team worked extensively with minoritized youth between the ages of 9 and 17, including youth of color, girls and non-binary youth, and youth with disabilities, to create a research protocol
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resource research Exhibitions
The "Exhibit appraisal and diverse populations: Pilot research about intersectional and science identities in science exhibits" (APPRAISE) project team worked extensively with minoritized youth between the ages of 9 and 17, including youth of color, girls and non-binary youth, and youth with disabilities, to create a research protocol
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resource project Professional Development, Conferences, and Networks
Data science is ever-present in modern life. The need to learn with and about data science is becoming increasingly important in a world where the quantity of data is constantly growing, where one’s own data are often being harvested and marketed, where data science career opportunities are rapidly increasing, and where understanding statistics, data sources, and data representation is integral to understanding STEM and the world around us. Museums have the opportunity to play a critical role in introducing the public to data science concepts in ways that center personal relevance, social connections and collaborative learning. However, data science and statistics are difficult concepts to distill and provide meaningful engagement with during the brief learning experiences typical to science museums. This Pilot and Feasibility study brings together data scientists, data science educators, and museum exhibit designers to consider these questions:


What are the important data science concepts for the public to explore and understand in museum exhibits?
How can museum exhibits be designed to support visitors with diverse backgrounds and experiences to engage with these data science concepts?
What principles can shape these designs to promote broadening participation in data science specifically and STEM more broadly?



This Pilot and Feasibility project combines multidisciplinary expert convening, feasibility testing, and early exploratory prototyping around the focal topic of data science exhibits. Project partners, TERC, the Museum of Science, Boston, and The Tech Interactive in San Jose will engage in an iterative process to develop a theoretical grounding and practical guidance for museum practitioners. The project will include two convenings, bringing together teams of experts from the fields of data science, data science education and museum exhibit design. Prior to the first convening, an initial literature summary and a survey of convening participants will be conducted, culminating in a preliminary list of big ideas about data science. Periodically, participants will have the opportunity to rank, annotate and expand this list, as a form of ongoing data collection. During the convenings, participants will explore the preliminary list, share related work from the three disciplines, engage with related data science activities in small groups, and work together to build consensus around promising data science topics and approaches for exhibits. Participant evaluation will allow for iterative improvement of the convenings and the capture of missed points or overlooked topics. After each convening, museum partners will create prototypes that respond to the convening conversations. Prototypes will be pilot tested (evaluated) with an intentionally recruited group of families that includes both frequent visitors and those who are less likely to visit the museum; diversity in terms of race, languages and dis/ability will be reflected in selection. Pilot data collection will consist of structured observations and interviews. Results from the first round of prototyping will be shared with convening participants as a way to modify the list of big ideas and to further interrogate the feasibility of communicating these ideas in an exhibit format. Results from the convenings and from both rounds of prototyping will be combined in a guiding document that will be shared on all three partner websites, and more broadly with the informal STEM learning field. The team will also host a workshop for practitioners interested in designing data science exhibits, and present at a conference focused on museum exhibits and their design.
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TEAM MEMBERS: Andee Rubin
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 Media and Technology
This report summarizes the ideas and conversations of the CAISE Broadening Participation Task Force, which was led by the authors, along with James Bell, Principal Investigator and project director of CAISE (see informalscience.org/bp-task-force). The task force was instrumental in identifying key ideas and challenges to the field, providing edits and input into the report, developing and drafting the associated practice briefs, and piloting the materials. Across the nation, many are undertaking efforts to significantly transform who participates in science, technology, engineering, and
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resource research Media and Technology
Slides from the January 30, 2018 Webinar present information for preparing proposals for the NSF INCLUDES Alliance Solicitation (NSF 18-529). Includes a brief description of NSF INCLUDES, an explanation of Collaborative Change strategies and the NSF INCLUDES 5 elements of collaborative change, proposal recommendations, details on the NSF cooperative agreements and the NSF Merit Review criteria, and provides useful resources.
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TEAM MEMBERS: Jolene Jesse Paige Smith
resource evaluation Professional Development, Conferences, and Networks
The Summative Study of the Nano Mini-exhibition took place during the spring and summer of 2012. After being observed during their Mini-exhibition experience, 455 visitors across six different partner institutions participated in surveys and interviews with NISE Net evaluation team members. This report begins by describing the key findings of the study in detail, with additional information about study methods, instruments, and two exploratory sub-studies found in the Appendices.
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resource research Media and Technology
This special report describes NSF INCLUDES (Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science), a comprehensive initiative to enhance U.S. leadership in science and engineering discovery and innovation by proactively seeking and effectively developing science, technology, engineering and mathematics (STEM) talent from all sectors and groups in our society. By facilitating partnerships, communication and cooperation, NSF aims to build on and scale up what works in broadening participation programs to reach underserved populations
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TEAM MEMBERS: National Science Foundation
resource research Media and Technology
These slides were presented at the NSF Advancing Informal STEM Learning (AISL) Principal Investigators' Meeting held in Bethesda, MD from February 29-March 2, 2016. The presentation describes NSF INCLUDES, a funding opportunity that leverages collective impact strategies to broaden participation in STEM.
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TEAM MEMBERS: Sylvia James
resource project Broadcast Media
This planning activity will produce a prototype film on Spanish horses and conduct 10 focus group discussions to determine: audience interest, background knowledge, what viewers would like to see in this documentary, language barriers, cultural barriers, and how the film could be structured to help the public and teachers interact with children. The focus groups will target the follow groups: (1) middle school teachers, (2) elementary school teachers, (3) families with young children, (4) Hispanic families, (5) American Indian families, (6) youth ages 13-19, (7) horse lovers and those involved in horse activities, (8) senior citizens and individuals with disabilities, (9) documentary, museum exhibit and website production professionals, and (10) media and museum marketing professionals. The effort is intended to guide development of a PBS documentary, an interactive website, a companion book, and a museum exhibit on the origins, evolution, migration and impact of Spanish horses. STEM content in mathematics, genetics, paleontology, chemistry, evolution, and animal behavior, integrated with history, will be incorporated into the scripts for this diverse array of media platforms. The project also presents an opportunity to present in a very interesting and real sense the scientific process used for discovery. In addition to producing the prototype film and conducting focus group discussions, this planning grant will help to: clarify the responsibilities of all of the participants, especially the international participants; clarify the contributions from each discipline and scientist; plan in detail ways to achieve the greatest understanding with the anticipated diverse audiences; select the best geographic region, graphics, media, and animation; and establish realistic budgets and elements for production and post-production. Collaborators include: New Mexican Horse Project, New Mexico Museum of Natural History and Science, Habitat Media, University of New Mexico and Institute for Social Research, Cambridge University, Texas A &M University, Universidad Nacional Autonoma de Mexico, Selinda Research Associates, and PBS.
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TEAM MEMBERS: Paul Polechla