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resource research Museum and Science Center Exhibits
An adapted three-dimensional model of place attachment is proposed as a theoretical framework from which place-based citizen science experiences and outcomes might be empirically examined in depth.
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TEAM MEMBERS: Julia Parrish Yurong He Benjamin Haywood
resource research Professional Development, Conferences, and Networks
This resource presents a list of categories of “imaginative ways of thinking” as well as word clouds illustrating the huge range of ways imagination is described in literature at the intersections of imagination and STEM. This resource reflects results from a comprehensive review of 137 pieces of literature addressing the intersections of imagination and STEM.
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TEAM MEMBERS: Sarah May Sonya Harvey-Justiniano
resource evaluation Professional Development, Conferences, and Networks
This report describes results of a professional impacts evaluation to understand the impact of the Unpacking the Imagination Convening on its participants. Evaluation Questions were: (1) What, if any, new perspectives on imagination, STEM, and learning did participants gain through the pre conference activities and/or the convening? (2) How, if at all, did participation in the convening impact participants’ awareness of current and recent ISE initiatives in which imagination is a thread? (d) How, if at all, did participation in the convening impact participants’ interest in positioning
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TEAM MEMBERS: Amanda Krantz
resource research Professional Development, Conferences, and Networks
This report presents results of a survey of 101 professionals' perspectives on imagination in STEM, describing the survey’s methods and results. The goal of the survey was to describe the landscape of beliefs about and understandings of imagination in the context of STEM practice and STEM education. Findings suggest that professionals (representing various sectors within or adjacent to STEM education and practice) believe in the power of imagination in STEM; there is an appetite - and need - for more imagination-infused work; and definitions of imagination varied, offering an expansive range
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TEAM MEMBERS: Sarah May Sonya Harvey-Justiniano
resource research Professional Development, Conferences, and Networks
This resource briefly summarizes the work of the Unpacking the STEM Imagination Convening and associated project research activities, and posits several "imagination problems" emergent from this work: 1) Defining Imagination; 2) Intentionally Addressing Imagination; 3) Fostering Imagination; 4) Addressing The Myth that STEM is Not Imaginative; 5) Buying-in to Imagination in STEM; 6) Un-Privileging Certain Imaginative Ways of Thinking; and 7) Inclusion and Imagination. This resource suggests areas for future research and development in the context of imagination in informal STEM learning
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TEAM MEMBERS: Sarah May Becki Kipling Emmett Fung Sonya Harvey-Justiniano Rachel Fyler Ann Atwood Jessica Ghelichi
resource research Museum and Science Center Exhibits
This white paper describes outcomes from a conference about using non-science art in science education. Art and science are often combined for entertainment, education (STEAM) and inspirational value. However, in almost all cases the art is science-themed (scientific visualizations, science-inspired art, art about scientific topics, etc.). This conference asks the question “what about art for arts-sake?”. That is, what is the impact of non-scientific art in science education? Can non-science themed art be used to broaden perspectives about science? Can it cue people to think about science more
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TEAM MEMBERS: Aaron Price Hee-Sun Lee Lauren Applebaum Amber Coleman Jennifer DeWitt Alexa Miller Meg Moorman Jeffrey Smith Christian Steciuch Ann Tanner
resource project Public Programs
The Green Bank Observatory organized a community workshop on research experiences for high school students in disciplines supported by NSF’s Directorate for Mathematical and Physical Sciences (MPS). The workshop was intended as a forum for sharing, gathering community input, and illuminating best practices in providing research experiences to high school students and organizing such research activities across universities, labs, and observatories. The input gathered from the workshop may be useful to others wanting to support K-12 research activities.

It is often stated that solving the global challenges presented by the 21st century requires a United States workforce with training in STEM fields, and that the STEM workforce may be insufficient to fill that need. Education research literature in STEM suggests that engaging students early and often in authentic research experiences enhances STEM identity, STEM self-efficacy, and STEM career interest: three personal attributes that are linked to entry into and persistence on a STEM career pathway. Much of this literature is focused on college students, however. This workshop convened people and organizations who have designed and implemented research experiences for high school students, and who will examine the role such experiences can play in the development of a student’s interest and STEM identity.

Resources are curated on the workshop website.
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TEAM MEMBERS: Sue Ann Heatherly Karen ONeil James Jackson Tim Spuck
resource research Professional Development, Conferences, and Networks
This qualitative study explores perspectives of U.S.A.-based science communication researchers and practitioners who attended a symposium focused on advancing inclusive science communication (ISC). ISC is a growing global movement that aims to center equity, inclusion, and marginalized perspectives in science communication. Findings underscore the complexity of systemic barriers to ISC, the critical need for resource sharing and network building, and the importance of evaluation frameworks. The authors also highlight critical dialogue as a strategic tool that might help support intentional
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TEAM MEMBERS: Sunshine Menezes Kayon Murray-Johnson Hollie Smith Hannah Trautmann Mehri Azizi
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 Media and Technology
In both the STEM media and entertainment sectors women are significantly unrepresented. Women account for only 21% of the upper-level positions in film (directors, writers, executive producers, cinematographers, etc.) according to a recent study. This small conference directly addresses how to expand the volume of STEM focused media and entertainment content centered on women and girls. The Creative Workforce Summit: Women Storytellers Explore STEM will be held in New York City and online (hybrid) in September 2022. The goal of the conference is to 1) encourage an infrastructure of support for the creation and distribution of informal STEM educational film, digital, and television content that is centered on women and girls and 2) to strengthen ties between women in media, entertainment, and women in STEM fields. The agenda includes keynote addresses by thought leaders in STEM disciplines and media, panels of industry leaders, a youth journalist interviews, and film screenings with filmmaker and scientist Q&As. The conference will be a hybrid event to allow for the greatest access to a broader audience. The projected 300 in-person and 1000+ virtual attendees will be drawn from New York Women in Film and Television’s extensive membership and 100+ partner organizations in entertainment and media, including Black Public Media, Brown Girls Doc Mafia, Firelight Media, ReelAbilities, and the National Association of Latino Independent Producers. The conference will be followed by a publication based on the convening featuring the keynotes, abridged panel discussions, additional interviews, and industry representation data analysis. In addition, a curriculum guide for high schools and colleges focused on STEM and film collaborations will be developed and distributed.

A post conference quantitative survey will be conducted with conference participants to gather data on the impacts of the conference. Questions to be asked include: What new professional connections were made by women attending the conference? What was learned related to the craft of STEM related media production and distribution? Were new and meaningful connections made with participants outside the participant’s current field/networks? Additional analysis will be done by the organizers of the conference in planning post-conference strategies for supporting and building the women in STEM infrastructure.
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TEAM MEMBERS: Cynthia Lopez
resource project Professional Development, Conferences, and Networks
The New York Hall of Science (NYSCI) will convene a two-day participatory design conference of to identify research and education opportunities in informal settings for supporting literacy concerning Artificial Intelligence (AI), especially for diverse and underserved youth whose communities are impacted by the bias in some AI processes. AI uses computer systems that simulate human intelligence. AI systems impact nearly every aspect of daily living, performing tasks underlying navigation apps, facial recognition, e-payments, and social media. AI can perpetuate inequities and biased outcomes in the culture at large. The conference will explore how to promote engagement and conceptual learning among youth about how AI works and what skills are needed to critically use and apply AI. The conference will also explore ways to support the interests of diverse and underserved children and youth in shaping AI and joining the growing STEM workforce that will use AI in their professions.

The conference will identify key features and needs with respect to AI literacy and explore the specific roles that informal learning can play in advancing AI literacy for youth in diverse and underserved communities. Participants in the conference will include designers, learning scientists, researchers, informal and formal educators, and science center professionals. Attendees will work in separate teams and as a group to explore and critique existing AI tools and learning frameworks, discuss lessons learned from promising AI literacy programs, and identify design principles and future directions for research. Specific attention will be paid to informal mechanisms of engagement, promising networks, and research-practice partnerships that take advantage of the unique affordances of informal learning and community services to accelerate AI literacy for historically excluded youth. The insights gained from this work will result in a set of research and programmatic priorities for informal institutions to promote AI literacy in culturally responsive ways. The resulting published guide and community events will broadly disseminate priorities and design principles generated by this convening to help informal learning institutions and community learning organizations identify both assets and priorities for addressing diversity, equity, access, and inclusion issues related to AI literacy.
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TEAM MEMBERS: Stephen Uzzo Dorothy Bennett Anthony Negron
resource project Professional Development, Conferences, and Networks
The National Girls Collaborative Project and Education Development Center are convening “Advancing the Conversation on Scaling National Informal STEM Programs,” a two-and-a-half day knowledge-building conference that brings together key stakeholders in informal STEM education (ISE) to examine what scale looks like across informal learning settings. Currently, there is not a common definition or set of dimensions related to what it means to scale programs in informal learning settings. Approaches to scale in ISE too often center on the perspectives and needs of people who are developing and spreading programs while less consideration is given to the realities of those responsible for operationalizing programs in hyper-local contexts. This conference approaches the question of scale from the perspective of the program implementers, who are the beneficiaries of capacity building and serve as facilitators of these scaled programs. The conference also gives voice to program developers, researchers, evaluators, and funders of national informal STEM programs who study and support scale in education. The aim of the conference is to develop a new framework for scale in ISE that centers partnership and capacity building of informal educators. Such an approach to scale addresses issues of local access and diversity, equity, and inclusion, and promotes sustainability of ISE in high-need communities.

Conference discussions challenge three common misperceptions of scale across ISE: (1) simple spread and replication of turnkey programs lead to effective scale in ISE; (2) definitions of scale derived from formal learning settings should be used to scale across ISE; and (3) scale across ISE should be defined by program developers and those that seek to study it. Participants with a wide range of perspectives and who represent a diversity of organizational types will attend the conference and work together to articulate scaling success factors, barriers, diversity, equity, and inclusion strategies, and intended outcomes, distilling themes, questions, and concerns about current approaches to evaluating and researching scale in ISE. Together, conference participants will co-create a framework for scale in ISE which will define new and expanded dimensions of scale that center on capacity building and diversity, equity, and inclusion, as well as a Program Developer’s Guide for scaling ISE programs through the lens of the framework. These products will increase the knowledge and capacity of informal learning organizations involved in nationally scaled initiatives, STEM-rich institutions wanting to scale their own locally developed programs, informal STEM researchers and evaluators, and the broader field of ISE including program funders. Conference findings will be broadly disseminated through publications, conferences, and a national webinar co-hosted by the National Girls Collaborative Project and Education Development Center.
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TEAM MEMBERS: Tara Cox Erin Stafford