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
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.
This is an NSF Postdoctoral Research Fellowship in Biology, under the program Broadening Participation of Groups Under-represented in Biology. The fellow, Robert Habig, is conducting research and receiving training that is increasing the participation of groups underrepresented in biology. The fellow is being mentored by David Lahti at Queens College, City University of New York. The goal of the fellow's project is to perform a comparative evolutionary analysis of nest construction in the weaverbirds (Ploceus spp.). The evolutionary history of behavior can be nearly intractable and resistant to quantitative analysis. One strategy for illuminating our understanding of behavioral evolution is to conduct comparative studies of animal architectures, such as nests. Unlike behaviors themselves, nests persist through time, and have structures that can be disassociated into several quantitative features, which permits easy and comparable measurements and allows scientists to address questions about evolutionary history and functional relevance. The fellow's research addresses two major questions: (1) How do patterns of nest construction vary within and between species? (2) How do interrelated evolutionary processes shape variation in nest structure? This project is important for advancing foundational scientific knowledge, and will be the first study of weavers incorporating both molecular data and nest morphology to better understand the evolutionary underpinnings of a complex behavioral process. The fellow is also broadening participation in science by mentoring students underrepresented in biology.
The Fellow will reconstruct the evolution of nest construction in Ploceus weaverbirds incorporating advanced phylogenetic and morphological techniques including bioinformatics, computer modeling, X-ray computed tomography, and image processing. The Fellow will also conduct fieldwork in two hotspots of weaverbird diversity, the Awash Valley in Ethiopia and the Limpopo Province of South Africa, and collect behavioral data (e.g. rates of predation and brood parasitism; mating and parental behavior) and morphological data (e.g. nest structure) to test hypotheses of how distinct types of evolutionary selection shape the evolution of nest construction. The proposed comparative study can thus address questions such as how rapidly certain nest structural features evolve, which features are ancestral versus derived, which tend to exhibit phylogenetic signal, and which evolve in response to environmental features. The Fellow is receiving training in three-dimensional morphological analyses, phylogenetic tree construction, bioinformatics, computer modeling, and mentoring skills. The plan to broaden participation includes (1) recruitment, training, and mentoring of Queens College students from underrepresented groups in biology; (2) designing an evolutionary biology curriculum that ties in the research of the fellowship; (3) teaching an evolutionary biology class to underrepresented middle and high school students at the American Museum of Natural History; and (4) facilitating a research team for middle school and high school students.
Environmental Protectors is a four-year project based at the University of California at Berkeley’s Lawrence Hall of Science. The project is designed to explore the educational and developmental impact of an informal science education programming model that features Community and Citizen Science (CCS) activities for youth of color residing in urban communities. The project is grounded in hypothesis that CCS-focused experiences result in learning outcomes that better position youth of color to more effectively engage in Science, Technology, Engineering, and Mathematics (STEM) related educational, occupational, and civic activities. Each year, in three economically challenged urban communities located throughout the country, youth of color between the ages of 14 and 18 will participate in month-long summer or semester-long afterschool programs. These programs will feature CCS-related activities that include collection, analysis, interpretation and presentation of data that addresses local, pressing environmental quality concerns, such as soil lead contamination and air particulate matter pollution. The project will use a mix of qualitative and quantitative data collection and analysis to assess the impact of youth engagement in these CCS activities. Overall, through its implementation the project aims to generate information useful in nationwide efforts designed to identify effective strategies and approaches that contribute to increasing STEM understanding and interest among youth of color.
Project research is guided by the following questions: A) What are ways to increase STEM engagement among those who have typically been underrepresented in Community and Citizen Science (CCS) research projects in particular and STEM in general? B) When youth are engaged in CCS, what outcomes are observed related to their science agency and science activism? What other unanticipated outcomes are observed related to benefits of participation and learning? C) How does science activism develop in youth participating in CCS?; and D) How do differences in program implementation impact youth outcomes. In particular, the project explores the manner in which particular CCS activities (e.g., project design, data analysis and interpretation, data presentation) impact youth “Science Agency,” defined as a combination of constructs that include Science Identity (i.e., sense of themselves as science thinkers), Science Value (i.e., awareness of the potential benefits of applying scientific practices to addressing critical community health and environmental issues) and Science Competency Beliefs (i.e., belief of themselves as competent science practitioners) and “Science Activism,” defined as a combination of perceived behavioral control and personal salience. Through its execution the project will refine a theory of learning that makes explicit connections between these constructs. Information derived from the execution of the project will contribute to deeper understanding of the potential for using of CCS projects as a key component of science education environments in urban areas and in general.
This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program.
This award is funded in part under the American Rescue Plan Act of 2021 (Public Law 117-2).
This project will create the specification for a learner-controlled system to represent youth learning in Out-of-School-Time (OST) settings, to improve access to future Science, Technology, Engineering, and Mathematics (STEM) learning opportunities. For learners to pursue a STEM education, and STEM careers, they must be able to move through "gatekeeping" mechanisms that filter and sort students based on factors such as prior coursework and grades, teacher recommendations, and language proficiency assessments. Even though abundant evidence shows that such measures fail to capture all important aspects of STEM learning, they are traditionally relied upon in secondary and post-secondary STEM education contexts as indicators of preparation for future STEM learning. These systemic processes exclude certain minoritized groups, including Black, Indigenous, and other people of color (BIPOC), low income, immigrant and refugee youth, and youth learning English, from high-quality secondary and post-secondary STEM learning experiences because existing measures do not validate their prior knowledge and experiences. Yet, minoritized youth often engage in OST STEM learning opportunities, where their readiness for future learning opportunities is nurtured and valued. One challenge is to reliably document this readiness in a usable format so youth can access new STEM learning opportunities, especially in post-secondary contexts. This project builds strategically upon earlier work focusing on the democratization of STEM learning through vehicles such as digital micro-credentials or badges, and upon digital portfolios. Missing from these earlier efforts was integration of these platforms with an infrastructure that connected youth learners to OST STEM learning organizations and to future STEM learning opportunities. This Innovations in Development project brings together minoritized youth and their families, OST providers, and admissions officials from higher education institutions to explore the needed design features for OST "transcripts," and user stories that describe how software systems can support their creation and sharing. Grounded in the concept of mastery-based learning, where learning is demonstrated via action, learners will control what is included in the transcript so that they create their own narratives about their learning experiences. Recognizing that documentation is not the key focus of most STEM OST organizations, this project will provide direct support for identifying and codifying learning goals or outcomes that learners and their families find relevant and important within different STEM activities. 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.
The project will take a Design-Based Implementation Research (DBIR) approach and proceed by convening representatives from three main stakeholder groups (youth and their families, OST providers, and admissions staff) to engage in a series of discovery and design activities. Project partners, including the Mastery Transcript Consortium (MA), STEAMville (IL), STUDIO (WA), and Wolverine Pathways (MI), will work together with the PIs to design templates learners can use to characterize STEM learning from each provider, aligned with different STEM learning foci (e.g., computer science, computational thinking, cross-cutting concepts, science and engineering practices, and mathematics). Data collected from these sessions will be used to address the following research questions: (1) How and why do youth and families from minoritized communities understand and choose to participate in STEM OST learning opportunities?, (2) How do youth understand and interact with STEM OST learning opportunities?, (3) How do OST providers characterize the STEM learning goals in the activities they provide?, and (4) How do college admissions personnel view the role of informal STEM learning as part of a holistic admissions process? This work has the potential to further the understanding of how OST learning can be documented and shared as a part of the larger ecosystem of STEM learning trajectories. By deeply engaging the perspectives and voices of minoritized youth and families, this project seeks to develop a valid and trustworthy instrument that recognizes and serves their STEM learning, thus broadening the participation of minoritized youth in STEM education and careers. This work will also benefit OST providers, by translating the documentation of youth STEM learning into forms that may help communicate the efficacy of their programs in ways that further their missions, including communicating evidence of effectiveness to both future participants and funders.
Many Black youth in both urban and rural areas lack engaging opportunities to learn mathematics in a manner that leads to full participation in STEM. The Young People’s Project (YPP), the Baltimore Algebra Project (BAP), and the Education for Liberation Network (EdLib) each have over two decades of experience working on this issue. In the city of Baltimore, where 90% of youth in poverty are Black, and only 5% of these students meet or exceed expectations in math, BAP, a youth led organization, develops and employs high school and college age youth to provide after-school tutoring in Algebra 1, and to advocate for a more just education for themselves and their peers. YPP works in urban or rural low income communities that span the country developing Math Literacy Worker programs that employ young people ages 14-22 to create spaces to help their younger peers learn math. Building on these deep and rich experiences, this Innovations in Development project studies how Black students see themselves as mathematicians in the context of paid peer-to-peer math teaching--a combined social, pedagogical, and economic strategy. Focusing primarily in Baltimore, the project studies how young people grow into new self-definitions through their work in informal, student-determined math learning spaces, structured collaboratively with adults who are experts in both mathematics and youth development. The project seeks to demonstrate the benefits of investing in young people as learners, teachers, and educational collaborators as part of a core strategy to improve math learning outcomes for all students.
The project uses a mixed methods approach to describe how mathematical identity develops over time in young people employed in a Youth-Directed Mathematics Collaboratory. 60 high school aged students with varying mathematical backgrounds (first in Baltimore and later in Boston) will learn how to develop peer- and near-peer led math activities with local young people in informal settings, after-school programs, camps, and community centers, reaching approximately 600 youth/children. The high school aged youth employed in this project will develop their own math skills and their own pedagogical skills through the already existing YPP and BAP structures, made up largely of peers and near-peers just like themselves. They will also participate in on-going conversations within the Collaboratory and with the community about the cultural significance of doing mathematics, which for YPP and BAP is a part of the ongoing Civil Rights/Human Rights movement. Mathematical identity will be studied along four dimensions: (a) students’ sequencing and interpretation of past mathematical experiences (autobiographical identity); (b) other people’s talk to them and their talk about themselves as learners, doers, and teachers of mathematics (discoursal identity); (c) the development of their own voices in descriptions and uses of mathematical knowledge and ideas (authorial identity); and (d) their acceptance or rejection of available selfhoods (socio-culturally available identity). Intended outcomes from the project include a clear description of how mathematical identity develops in paid peer-teaching contexts, and growing recognition from both local communities and policy-makers that young people have a key role to play, not only as learners, but also as teachers and as co-researchers of mathematics education.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Jay GillenMaisha MosesThomas NikundiweNaama LewisAlice Cook
Milwaukee has established itself as a leader in water management and technology, hosting a widely recognized cluster of industrial, governmental, nonprofit, and academic activity focused on freshwater. At the same time, Milwaukee faces a wide range of challenges with freshwater, some unique to the region and others common to cities throughout the country. These challenges include vulnerability to flooding and combined sewer overflows after heavy rainfall, biological and pharmaceutical contamination in surface water, lead in drinking water infrastructure, and inequity in access to beaches and other recreational water amenities. Like other cities, Milwaukee grapples with the challenges global climate change imposes on urban water systems, including changing patterns of precipitation and drought.
These problems are further complicated by Milwaukee's acute racial and economic residential segregation. With a population of approximately 595,000, embedded within a metropolitan area of over 1.5 million, Milwaukee remains one of the country's most segregated cities. There is increasing urgency to engage the public--and especially those who are most vulnerable to environmental impacts--more deeply in the stewardship of urban water and in the task of creating sustainable urban futures. The primary goal of this four-year project is to foster community-engaged learning and environmental stewardship by developing a framework that integrates art with Science, Technology, Engineering, and Mathematics (STEM) experiences along with geography, water management, and social science. Synergies between STEM learning and the arts suggest that collaborations among artists, scientists, and communities can open ways to bring informal learning about the science of sustainability to communities.
WaterMarks provides an artist generated conceptual framework developed by Mary Miss / City as Living Laboratory (CALL) to help people better understand their relationship to the water systems and infrastructure that support their lives. Project activities include artist/scientist/community member-led Walks, which are designed to engage intergenerational participants both from the neighborhoods and from across the city, in considering the conditions, characteristics, histories, and ecosystems of neighborhoods. Walks are expanded upon in Workshops with residents, local scientists/experts, and other stakeholders, and include exploring current water-related environmental challenges and proposing solutions. The Workshops draw on diverse perspectives, including lived experience, scientific knowledge, and policy expertise. Art projects created by local artists amplify community engagement with the topics, including programming for teens and young adults. Free Wi-Fi will be integrated into various Marker sites around the city providing access to online, self-guided learning opportunities exploring the water systems and issues facing surrounding neighborhoods. Current programming focuses primarily on Milwaukee's predominantly African American near North Side and the predominantly Latinx/Hispanic near South Side. Many neighborhoods in these sections are vulnerable to such problems as frequent flooding, lead contamination in drinking water, inequities in safety and maintenance of green space, and less access to Lake Michigan, the city's primary natural resource and recreational amenity.
The WaterMarks project advances informal STEM learning in at least two ways. First, while the WaterMarks project is designed to fit Milwaukee, the project includes the development of an Adaptable Model Guide. The Guide is designed so that other cities can modify and employ its inclusive structure, programming, and process of collaboration among artists, scientists, partner organizations, and residents to promote citywide civic engagement in urban sustainability through the combination of informal STEM learning and public art. The Guide will be developed by a Community-University Working Group (CULab) hosted by UW-Milwaukee's Center for Community-Based Learning, Leadership, and Research and made up of diverse community and campus-wide stakeholders. In addition to overseeing the Guide’s creation, CULab will conceptualize onboarding and mentorship strategies for new participants as well as a framework for the program’s expansion and sustainability.
Second, through evaluation and research, the project will build a theoretical model for the relationships among science learning, engagement with the arts, and the distinctive contexts of different neighborhoods within an urban social-ecological system. The evaluation team, COSI’s Center for Research and Evaluation, and led by Co-PI Donnelly Hayde, aims to conduct formative, summative, and process evaluation of the Watermarks project, with the additional goal of producing evaluative research findings that can contribute to the broader field of informal learning. Evaluation foci include: How does the implementation of WaterMarks support positive outcomes for the project’s communities and the development of an adaptable model for city-scale informal science learning about urban environments? 2. To what extent do the type and degree of outcome-related change experienced by participating community residents vary across and/or between project sites? What factors, if any, appear to be linked to these changes? 3. To what extent and in what ways do the activities of the WaterMarks projects appear to have in situ effects related to the experience of place at project sites?
The project’s research team led by PI Ryan Holifield and Co-PI Woonsup Choi, will investigate how visual artistic activities introduced by the programming team as part of the Walks (and potentially other engagement activities) interact with personal, sociocultural, and physical contexts to produce distinctive experiences and outcomes of informal science learning about urban water systems. The aim of the research will be to synthesize the results from the different WaterMarks sites into an analysis generalizable beyond specific neighborhoods and applicable to other cities. The project's research questions include: 1. How does participation in Walks focused on visual artistic activities affect outcomes and experiences of informal STEM learning about urban water systems? 2. How do outcomes and experiences of informal STEM learning vary across different urban water topics, participants from different demographic groups, and contrasting sociocultural and biophysical contexts?
This Innovations in Development project is led by the University of Wisconsin-Milwaukee (UWM), in collaboration with City as Living Laboratory (CALL) and the COSI Center for Research and Evaluation.
This innovations in development project will develop and study the Wéetespeme Stewardship Program (Wéetespeme: “I am of this land”). Tribal led, the project supports and studies climate science learning experiences grounded in traditional ecological knowledge, culturally relevant pedagogy, and land education pedagogy. Nez Perce high-school youth and college-age adults will choose specific species and places; work with tribal resource management offices to learn to monitor, assess, and mitigate climate impacts; and receive mentorship from tribal elders, as they co-develop climate-science adaptive management plans for local concerns. Adaptive management plans may include topics such as: drought and extreme weather impacts, shifts in animal populations and migration patterns, cultivating traditional foods, and managing important cultural sites. The Tribal research team will collaborate with curriculum developers and Indigenous graduate student(s) from the University of Idaho and Northwest Youth Corps to explore how a STEM curriculum centered on cultural identity and traditional knowledge can align with Indigenous youths’ identities, resource responsibilities, and understanding and interest in STEM career pathways within the Tribe and in the region. 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 understanding of deeper learning by participants. This project’s approach to curriculum development, and youths’ identity and career interest development, will contribute to the informal STEM learning field’s nascent understanding of Tribal-driven education efforts, and approaches to blending or bridging traditional ecological knowledge and Western ways of knowing. With co-funding from the Directorate of Geosciences’ (GEO), this project will further advance efforts related to the application of traditional ecological knowledge to the geosciences, including Indigenous workforce development opportunities and research experiences for Indigenous graduate students.
Over a two-year duration, the study will address two research questions. 1) How and in what ways does a culturally relevant out-of-school curriculum support Indigenous youths’ understanding of their own identity, resource responsibility, and possible career pathways, including those on Tribal land? 2) How and in what ways does a culturally relevant out-of-school curriculum develop Indigenous youths’ ability to monitor and address climate change impacts, to protect, preserve and recover land relationships that are central to their cultural identities and values? Thirty-two college-age young adults and high-school youth (sixteen of each age group) will participate in the Wéetespeme Stewardship Program and research study. Indigenous research methodologies will guide the approach to investigating and sharing Indigenous youths’ understanding of their own identity, resource responsibility, possible career pathways, and learning experiences within the Wéetespeme Stewardship Program activities. Two Indigenous graduate students will play a central role in conducting the research, supporting systemic impacts within, and beyond, the Tribe. Methods will be embedded in learners’ experiences and will include field journals, adaptive management plans, story maps, and talk circles. Youth will also participate as research partners: understanding the research questions, assisting with the analysis, contributing to interpretation of the findings, and co-authoring manuscripts that share their stories and this work. The informal STEM curriculum will be shared regionally, allowing for Tribes in the plateau region to benefit from culturally relevant approaches youth engagement to support climate resilience. The results of the research will also be shared more broadly, contributing to the emerging knowledge-base about the ways that cultural practices and values, guided by land education pedagogy and the mentorship of traditional ecological knowledge keepers, and embedded in informal STEM learning experiences, can contribute to Indigenous youths’ identities and understanding of, and investment in, local and meaningful environmental resources and STEM career pathways.
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TEAM MEMBERS:
Nakia WilliamsonKarla Bradley EitelJeff ParkerJosiah Pinkham
This Innovations in Development 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. Specifically, this project connects Native Hawaiian youth ages 12-17 and their family members to STEM by channeling their cultural relationship with ʻāina, the sustaining elements of the natural world including the land, sea, and air. This project seeks to: broaden participation of Native Hawaiian youth who have been historically underrepresented in STEM; actively uphold Native Hawaiian ways of knowing and traditional knowledge; articulate the science rooted in cultural wisdom; and bring STEM into the lives of participants as they connect to the ʻāina. In partnership with six ʻāina-based community organizations across Hawaiʻi, this project will develop, implement, and study ʻāina-centered environmental education activities that explore solutions to local environmental problems. For example, in one module youth and their families will explore of a section of a nearby stream; identify and discuss the native, non-native, and invasive species; remove invasive species from a small section of the stream and make observations leading to discussions of unintended consequences and systemic impacts; ultimately, learners will meet at additional local waterways to engage in similar explorations and discussions, transferring their knowledge to understanding the impacts of construction on local streams and coral reefs. To this effort, the community-based organizations bring their expertise in preserving Hawaiian culture and sustainable island lifestyle, including rural and urban systems such as farming and irrigation traditions and the restoration of cultural sites. University of Hawai’i faculty and staff bring expertise in Environmental Science, Biology, Hawaiian Studies and Problem-Based Learning Curriculum Development. This project further supports organizational learning and sharing among the six community-based organizations. Grounded in Hawaiian ʻAʻo, where learning and teaching are the same interaction, community-based organizations will create a Community of Practice that will co-learn Problem-Based Learning pedagogy; co-learn and engage in research and evaluation methods; and share experiential and traditional knowledge to co-develop the ʻāina-based environmental education activities.
This project is uniquely situated to study the impact of community-led culturally relevant pedagogy on Hawaiian learners’ interests and connections to environmental science, and to understand ʻāina-based learning through empirical research. Research methods draw on Community-Based Participatory Research and Indigenous Research Methods to develop a collaborative research design process incorporated into the project’s key components. Community members, researchers, and evaluators will work together to examine the following research questions: 1) How does environmental Problem-Based Learning situate within ʻāina-based informal contexts?; 2) What are the environmental education learning impacts of ʻāina-based activities on youth and family participants?; and 3) How does the ʻāina-centered Problem-Based Learning approach to informal STEM education support STEM knowledge, interest and awareness? The evaluation will employ a mixed-methods participatory design to explore program efficacy, fidelity, and implementation more broadly across community-based sites, as well as program sustainability within each community-based site. Anticipated project outcomes are a 15-week organizational learning and sharing program with six ʻāina-based community organizations and 72 staff; the design and implementation of 18 activities to reach 360 youth and at least one of their family members; and the launch of an ʻāina-based STEM Community of Practice. The project’s research and development process for ʻāina-centered environmental education activities will be shared broadly and provide a useful example for other organizations locally and nationally working in informal settings with Native or Indigenous populations.
The call for more science, technology, engineering, and mathematics (STEM) education taking place in informal settings has the potential to shape future generations, drive new innovations and expand opportunities. Yet, its power remains to be fully realized in many communities of color. However, research has shown that using creative embodied activities to explore science phenomena is a promising approach to supporting understanding and engagement, particularly for youth who have experienced marginalization. Prior pilot work by the principal investigator found that authentic inquiries into science through embodied learning approaches can provide rich opportunities for sense-making through kinesthetic experience, embodied imagining, and the representation of physics concepts for Black and Latinx teens when learning approaches focused on dance and dance-making. This Research in Service to Practice project builds on prior work to better understand the unique opportunities for learning, engagement, and identity development for these youth when physics is explored in the context of the Embodied Physics Learning Lab Model. The model is conceptualized as a set of components that (1) allow youth to experience and utilize their intersectional identities; (2) impact engagement with physics ideas, concepts and phenomena; and (3) lead to the development of physics knowledge and other skills. The project aims to contribute to more expansive definitions of physics and physics learning in informal spaces. While the study focuses primarily on Black and Latinx youth, the methods and discoveries have the potential to impact the teaching of physics for a much broader audience including middle- and high-school children, adults who may have been turned off to physics at an earlier age, and undergraduate physical science majors who are struggling with difficult concepts. 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.
The research is grounded in sociocultural perspectives on learning and identity, embodied interaction and enactive cognition, and responsive design. The design is also informed by the notion of “ArtScience” which highlights commonalities between the thinking and making practices used by artists and by scientists and builds on the theoretical philosophy that all things can be understood through art or through science but integrating the two lenses allows for more complete understandings. Research will investigate the relationship between embodied learning approaches, design principles, and structures of the Embodied Physics Learning Lab model using the lenses of physics, dance, and integrated ArtScience to better understand the model. The project employs design-based research to address two overarching research questions: (1) What unique opportunities for learning, engagement, and identity development for Black and Latinx youth occur when physics is explored in the context of the Embodied Physics Learning Lab Model? and (2) How do variations in site demographics and site implementation influence the impact and scalability of the Learning Lab model? Further, the inquiry will consider (a) how youth experience and utilize their intersectional various identities in the context of the activities, structures, and essential elements of the embodied physics learning lab; (b) how youth's level of physics engagement changes depending on which embodied learning approaches and essential element structures are used; (c) the physics knowledge and other skills youth attain through the set of activities; and (d) how, if at all, the embodied learning approaches engage youth in thinking about their own agency as STEM doers. An interdisciplinary team of researchers, choreographers, and youth along with community organizations will co-design and implement project activities across four sites. Approximately 200 high school youth will be engaged; 24 will have the role of Teen Thought Partner. Through three iterative design cycles of implementation, the project will refine the model to investigate which elements most affect successful implementation and to identify the conditions necessary for scale-up. Data will be collected in the form of video, field notes, pre- and post- interviews, pre- and post- surveys, and artifacts created by the youth. Analyses will include a combination of interaction analysis, descriptive data analysis, and movement analysis. In addition to the research findings and explication of the affordances and constraints of the model, the project will also create a curricular resource, including narrative text and video demonstrations of physics concepts led by the teen thought partners, video case training modules, and assessment tools.
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TEAM MEMBERS:
Folashade Cromwell SolomonDionne Champion
This award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).
The Accessible Oceans study will design auditory displays that support learning and understanding of ocean data in informal learning environments like museums, science centers, and aquariums. Most data presentations in these spaces use visual display techniques such as graphs, charts, and computer-generated visualizations, resulting in inequitable access for learners with vision impairment or other print-related disabilities. While music, sound effects, and environmental sounds are sometimes used, these audio methods are inadequate for conveying quantitative information. The project will use sonification (turning data into sound) to convey meaningful aspects of ocean science data to increase access to ocean data and ocean literacy. The project will advance knowledge on the design of auditory displays for all learners, with and without disabilities, as well as advance the use of technology for STEM formal and informal education. The study will include 425 participants but will reach tens of thousands through the development of education materials, public reporting, and social media. The study will partner with the Smithsonian National Museum of Natural History, Woods Hole Oceanographic Institution Ocean Discovery Center, the Georgia Aquarium, the Eugene Science Center, the Atlanta Center for the Visually Impaired, and Perkins School for the Blind.
The project will leverage existing educational ocean datasets from the NSF-funded Ocean Observatories Initiative to produce and evaluate the feasibility of using integrated auditory displays to communicate tiered learning objectives of oceanographic principles. Integrated auditory displays will each be comprised of a data sonification and a context-setting audio introduction that will help to make sure all users start with the same basic information about the phenomenon. The displays will be developed through a user-centered design process that will engage ocean science experts, visually impaired students and adults (and their teachers), and design-oriented undergraduate and graduate students. The project will support advocacy skills for inclusive design and will provide valuable training opportunities for graduate and undergraduate students in human-centered design and accessibility. The project will have foundational utility in auditory display, STEM education, human-computer interaction, and other disciplines, contributing new strategies for representing quantitative information that can be applied across STEM disciplines that use similar visual data displays. The project will generate publicly accessible resources to advance studies of inclusive approaches on motivating learners with and without disabilities to learn more about and consider careers in STEM.
This Pilots and Feasibility Studies project is supported 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.
Research suggests that when both science, technology, engineering, and mathematics (STEM) education and social-emotional development (SED) are supported in afterschool, summer, and other informal settings, young people can better develop skills for the future such as leadership, decision-making, and relationship-building so they could have successful careers/participation in STEM. However, researchers and practitioners working in the out-of-school time (OST) sector often do so without connections across these fields. The appeal for more integration of STEM and SED in OST program delivery and data collection has remained abstract and aspirational. This Literature Review and Synthesis project is the next step needed to move the OST field toward the intentional, explicit, and evidence-based integration of STEM and SED in research and practice. The project will create shared understanding necessary to improve program content, staff training, and evaluation. This synthesis will support future research on unified STEM+SED that can lead to more effective, equitable, and developmentally appropriate programming. Improved programming will contribute to talent development, address STEM workforce needs, and promote socioeconomic mobility to benefit children, youth, educators, and society. 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 project will systematically examine what domains and skills at the interface of STEM+SED are most researched among K-12 youth in informal STEM learning environments, compared to formal STEM educational environments. The team will further explore how gender, race, and other intersectional forms of equity can be added to the STEM+SED equation. The project team will search and appraise empirical and gray literature (2001-2020) to identify the most commonly researched domains and skills at the interface of STEM+SED in informal environments serving K-12 youth. The review and synthesis process will include four steps: search, appraisal, synthesis, and analysis. The search will begin with STEM+SED skills in four foundational domains (agency, belonging, engagement, and reflection) identified previously with experts from the fields of STEM and SED. The search will include all existing, eligible references from formal K-12 settings to contrast commonly studied domains and skills (e.g., perseverance, self-regulation, teamwork, complex problem-solving, self-awareness) in formal versus informal learning environments. The study approach will then compare these domains and skills by the demographics variables noted above. Following the creation of a strong catalog of evidence, information will be synthesized using three “pillars” for building coherence in STEM+SED integration: phenomenon (the knowing), implementation (the doing) and assessment (the result). These pillars will be used to organize and critically analyze the literature. Building conceptual coherence through a systematic review and synthesis of literature from the fields of STEM and SED will lead to greater understanding of STEM+SED in OST practice, highlight the most important content and skills to learn in informal environments, and identify when and how youth should learn specific content and skills at the interface of STEM+SED. Applying coherence to the integration of STEM+SED ensures that the principles and practices are layered carefully, in ways that avoid superficial checklists or duplication of effort and build meaningfully upon young people’s knowledge and skills. The long-term goal is to broker connections and alignment of STEM+SED across schools and OST programs. Recommendations and a roadmap to guide equitable, effective STEM+SED research, practice, and policy will result from this research.