Artificial intelligence (AI) is in many of our everyday activities—from unlocking phones to running Internet searches to parking cars. Yet, most instruction on how AI works is only in computer science courses. The unique role that AI plays in making decisions that affect human lives heightens the need for education approaches that promote public AI literacy. Little research has been done to understand how we can best teach AI in informal learning spaces. This project will engage middle school age youth in learning abouts AI through interaction with museum exhibits in science and technology centers. The exhibits employ embodied interactions and creative making activities that involve textiles, music making, and interactive media. The research will build on three exhibit prototypes that teach about concepts including bias in data in machine learning, AI decision-making processes, and how AI represents knowledge. Female-identifying and Title 1 youth will be recruited as participants during the exhibit design iterations and testing. 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
Researchers will explore two key research questions: 1) How can the design of interactive museum exhibits encourage interest development in and learning about AI among learners without a Computer Science background by using embodiment and creative making? and 2) How do embodied interaction and creative making mediate learning about AI in informal learning environments? The project will take a design-based research approach, iteratively building on existing exhibit prototypes and testing them in-situ with learners. Data sources and modes of analysis will include retrospective surveys to assess interest, content knowledge gain, creativity, learning talk analysis of audio recordings, and coding of embodied movements in video recordings. Learning talk analysis will identify instances of joint sensemaking during naturalistic interactions with our exhibit to reveal connections between sensemaking talk; learners' behaviors and embodied actions during real-time collaborative knowledge building; and outcomes in knowledge, interest, and creativity measures as elicited in retrospective surveys. The final set of exhibits will be rigorously evaluated with over 500 museum visitors. The key contributions of this work will include a set of rigorously tested exhibits, publicly available exhibit designs, a set of design guidelines for developing AI literacy museum exhibits, and an improved understanding of the relationship between AI-related learning and interest development, embodiment, and creativity.
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TEAM MEMBERS:
Brian MagerkoDuri LongJessica Roberts
resourceprojectProfessional Development, Conferences, and Networks
Centering Native Traditional Knowledge within informal STEM education programs is critical for learning for Native youth. In co-created, place-based learning experiences for Native youth, interweaving cultural traditions, arts, language, and community partnerships is vital for authentic, meaningful learning. Standardized STEM curricula and Western-based pedagogies within the mainstream and formal education systems do not reflect the nature of Native STEM knowledge, nor do they make deep connections to it. The absence of this knowledge base can reinforce a deficit-based STEM identity, which can directly impact Native youths’ participation and engagement in STEM. Reframing STEM education for Native youth to prioritize the vitality of community and sustainability requires active consideration of what counts as science learning and who serves as holders and conduits of STEM knowledge. As highly regarded holders of traditional and western STEM knowledge, Native educators and cultural practitioners are critical for facilitating Native youths’ curiosity and engagement with STEM. This Innovations in Development project is Native-led and centers Native knowledge, voice, and contributions in STEM through a culturally based, dual-learning approach that emphasizes traditional and western STEM knowledge. Through this lens, a network of over a dozen tribal nations across 20 U.S. states will be established to support and facilitate the learning of Traditional and Western STEM knowledge in a culturally sustaining manner. The network will build on existing programs and develop a set of unique, interconnected, and synchronized placed-based informal STEM programs for Native youth reflecting the distinctive cultural aspects of Native American and Alaska Native Tribes. The network will also involve a Natives-In-STEM Role Models innovation, in which Native STEM professionals will provide inspiration to Native youth through conversations about their journeys in STEM within cultural contexts. In addition, the network will cultivate a professional network of STEM educators, practitioners, and tribal leaders. Network efforts and the formative evaluation will culminate in the development and dissemination of a community-based, co-created Framework for Informal STEM Education with Native Communities.
Together with Elders and other contributors of each community, local leads within the STEM for Youth in Native Communities (SYNC) Network team will identify and guide the STEM content topics, as well as co-create and implement the program within their sovereign lands with their youth. The content, practitioners, and programming in each community will be distinct, but the community-based, dual learning contextual framework will be consistent. Each community includes several partner organizations poised to contribute to the programming efforts, including tribal government departments, tribal and public K-12 schools, tribal colleges, museums and cultural centers, non-profits, local non-tribal government support agencies, colleges and universities, and various grassroots organizations. Programmatic designs will vary and may include field excursions, summer and after school STEM experiences, and workshops. In addition, the Natives-In-STEM innovation will be implemented across the programs, providing youth with access to Native STEM professionals and career pathways across the country. To understand the impacts of SYNC’s efforts, an external evaluator will explore a broad range of questions through formative and summative evaluations. The evaluation questions seek to explore: (a) the extent to which the culturally based, dual learning methods implemented in SYNC informal STEM programs affect Native youths’ self-efficacy in STEM and (b) how the components of SYNC’s overall theoretical context and network (e.g., partnerships, community contributors such as Elders, STEM practitioners and professionals) impact community attitudes and behaviors regarding youth STEM learning. Data and knowledge gained from these programs will inform the primary deliverable, a Framework for Native Informal STEM Education, which aims to support the informal STEM education community as it expands and deepens its service to Native youth and communities. Future enhanced professional development opportunities for teachers and educators to learn more about the findings and practices highlighted in the Framework are envisioned to maximize its strategic impact.
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TEAM MEMBERS:
Juan ChavezDaniella ScaliceWendy Todd
resourceprojectProfessional Development, Conferences, and Networks
Diversity, equity, access, inclusion, and belonging-related change is often difficult to achieve in organizations. In the context of Informal STEM Learning (ISL), this results in inequitable opportunities for both ISL professionals and learners to engage in STEM environments and experiences. For people to thrive in these settings, creative and innovative approaches that address historical and current realities of intersectional marginalization and inequitable norms within informal STEM institutions are necessary to disrupt conventions, institutional barriers, and patterns of inequities. TERC and the Detroit Zoological Society will develop and implement an ISL Equity Resource Center (the Center). The Center will advance equity within the ISL field by cultivating a multi-sector, diverse learning community that designs and conducts evidence-based research and practice, including but not limited to equity-focused leadership, decision-making, theory, methods, project topic selection and design, and budget management.
The Center will cultivate lasting change in the ISL and broader STEM learning ecosystem via (a) sharing more inclusive, culturally relevant, and responsive ISE research and practice; (b) identifying scalable, equity-focused research findings useful in ISL programming; and (c) promoting greater public awareness of the importance of broadening participation in STEM. The Center's primary stakeholders are ISL professionals, including researchers, practitioners, and evaluators. The Center will maintain and expand a digital infrastructure to support innovation and sharing across the ISL field. Through its combined efforts, the Center will raise the visibility and impact of ISL equity-focused research and practice and its contributions to the overall STEM endeavor. The Center will also organize and host the biennial AISL Awardee Meeting. The Center is funded by the Advancing Informal STEM Learning program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
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TEAM MEMBERS:
Stephen AlkinsDiane MillerLisette Torres-GeraldPati Ruiz
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
resourceprojectProfessional 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.
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.
This project is expanding an effective mobile making program to achieve sustainable, widespread impact among underserved youth. Making is a design-based, participant-driven endeavor that is based on a learning by doing pedagogy. For nearly a decade, California State University San Marcos has operated out-of-school making programs for bringing both equipment and university student facilitators to the sites in under-served communities. In collaboration with four other CSU campuses, this project will expand along four dimensions: (a) adding community sites in addition to school sites (b) adding rural contexts in addition to urban/suburban, (c) adding hybrid and online options in addition to in-person), and (d) including future teachers as facilitators in addition to STEM undergraduates. The program uses design thinking as a framework to engage participants in addressing real-world problems that are personally and socially meaningful. Participants will use low- and high-tech tools, such as circuity, coding, and robotics to engage in activities that respond to design challenges. A diverse group of university students will lead weekly, 90-minute activities and serve as near-peer mentors, providing a connection to the university for the youth participants, many of whom will be first-generation college students. The project will significantly expand the Mobile Making program from 12 sites in North San Diego County to 48 sites across California, with nearly 2,000 university facilitators providing 12 hours of programming each year to over 10,000 underserved youth (grades 4th through 8th) during the five-year timeline.
The project research will examine whether the additional sites and program variations result in positive youth and university student outcomes. For youth in grades 4 through 8, the project will evaluate impacts including sustained interest in making and STEM, increased self-efficacy in making and STEM, and a greater sense that making and STEM are relevant to their lives. For university student facilitators, the project will investigate impacts including broadened technical skills, increased leadership and 21st century skills, and increased lifelong interest in STEM outreach/informal science education. Multiple sources of data will be used to research the expanded Mobile Making program's impact on youth and undergraduate participants, compare implementation sites, and understand the program's efficacy when across different communities with diverse learner populations. A mixed methods approach that leverages extant data (attendance numbers, student artifacts), surveys, focus groups, making session feedback forms, observations, and field notes will together be used to assess youth and university student participant outcomes. The project will disaggregate data based on gender, race/ethnicity, grade level, and site to understand the Mobile Making program's impact on youth participants at multiple levels across contexts. The project will further compare findings from different types of implementation sites (e.g., school vs. library), learner groups, (e.g., middle vs. upper elementary students), and facilitator groups (e.g., STEM majors vs. future teachers). This will enable the project to conduct cross-case comparisons between CSU campuses. Project research will also compare findings from urban and rural school sites as well as based on the modality of teaching and learning (e.g., in-person vs. online). The mobile making program activities, project research, and a toolkit for implementing a Mobile maker program will be widely disseminated to researchers, educators, and out-of-school programs.
The Louisiana Art & Science Museum (LASM) will conduct a three-year program, “Healthy Aging with LASM,” which will serve senior adults in the 11-parish capital region. The museum will implement the program in partnership with the Capital Area Agency on Aging, the East Baton Rouge Parish Council on Aging, the Baton Rouge General Arts in Medicine Program, and Dr. Rebecca Bartlett. Senior adults have faced unprecedented levels of isolation, stress, and health risk due to the COVID-19 pandemic. The museum will present virtual and in-person art and science programming designed to combat isolation, foster meaningful connections, and promote healthy aging. Programming will include virtual field trips, distribution of arts and science virtual reality headsets, and a series of hands-on arts workshops.
Woodland Park Zoo will conduct a pilot partnership with Big Brothers Big Sisters of Puget Sound (BBBSPS) to provide science and conservation education, personal connections to peers and mentors, and opportunities to practice environmentalism among diverse King County youth. BBBSPS will promote the program and recruit mentor and youth participants. The zoo will facilitate three Conservation Challenges each year for mentors and youth and will host an annual Big Night Out on zoo grounds to express gratitude to mentors. The project will allow youth ages 9 to 14 to learn about science and conservation outside of school, and to see themselves as contributing to conservation and their local community as future scientists, stewards, and policymakers.
The Hands On Children’s Museum will conduct an “Inspired Chefs” program that responds to community demand for children’s cooking education, promotes early STEAM learning, and supports the museum’s Good for You! Healthy Lifestyles initiative. The Inspired Chefs programming will include cooking classes and cooking camps for children and youth. They also plan to organize a new kitchen tools pop-up exhibit and redesign a garden shed in the children’s garden on the museum property to support seed-to-table programming. Community partners will include the Olympia Farmers Market, native plant and food educators, local chefs, and students from South Puget Sound Community College’s culinary program.
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.
ECHO, Leahy Center for Lake Champlain will increase its capacity to serve rural schools through programming opportunities under its STEM in Motion 2.0 program. In partnership with rural schools, they will conduct two year-long teacher institutes blending in-person and virtual professional development. They plan to develop a total of 270 in-person and virtual classroom STEM programs and produce 18 classroom curriculum kits and standard-activity aligned guides. As a result of STEM in Motion 2.0’s activities, the museum anticipate that 54 teachers will have additional capacity to deliver high-quality STEM learning experiences to K–5th grade students in underserved, rural communities.