We examined an approach to reaching audiences who may not ordinarily engage with science. Termed Guerilla Science, this approach blends elements of access, by removing barriers to participation by embedding science into unexpected places, with those of inclusion, by designing activities that speak to the learning identities of participants.
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
This poster was presented at the 2021 NSF AISL Awardee Meeting.
Programming includes
Neighborhood Walks led by teams of scientists/engineers and artists
Community Workshops, Local Artist Projects, and Youth Mentorship focused on neighborhood and citywide water issues
Intergenerational participation, from seniors and adult learners to young adults, teens, and middle schoolers
“Not a place for me” is often one of the main reasons people choose not to visit art museums.
Such perceptions of art museums call for institutions to create wider and more diverse entry points for visitors. At the Art Institute of Chicago—envisioned by our first president as a “museum of living thought”—we seek to continually expand art historical narratives by bringing together a plurality of perspectives and voices to processes of research, scientific and creative inquiry, and to increasingly varied modes of public engagement with art. To achieve these goals we developed a multifaceted
Historic art objects provide a collection of materials that have been naturally aged for decades or even centuries. In addition to the intrinsic archival value of these materials, they are also models for understanding property degradation over long periods of time. This project aims to develop computational and experimental tools needed to understand how these changes take place. To accomplish this task a research network has been established between Northwestern University and leaders in cultural heritage science from the Rijksmuseum and the University of Amsterdam in the Netherlands, the National Research Council in Italy, and the Synchrotron Soleil in France. This new infrastructure promises to deliver a significant enhancement of research and education resources (networks, partnership and increased access to facilities and instrumentation) to a diverse group of users. The art objects central to the project provide a series of well-defined case studies for investigating complex materials systems that are both applicable to materials education and push the limits of the existing analytical tools, thus inspiring instrumental innovations across broad sectors of the physical sciences. Further development of these tools will enable art conservators to more effectively make informed decisions about treatments of works of art, and to understand long-term materials degradation more generally. The project will also deliver a significant enhancement of research and education infrastructure by a diverse group of users and will provide meaningful, international research experience to 50 participants, with a strong emphasis on scientists at the beginning of their careers. In addition, the connections between science and art will illustrate the creative aspects of both disciplines to a very broad audience, attracting a more representative cross section of people into science.
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TEAM MEMBERS:
Kenneth ShullFrancesca CasadioOliver CossairtAggelos KatsaggelosMarc Walton
This project will engage community members and youth in 13 rural, tribal, and Hispanic communities in the Four Corners Region of the south western U.S. with the science and cultural assets of water. Water is a significant and scarce resource in this geographic area. The Four Corners Region experiences low annual precipitation and high year-to-year fluctuations in water availability. Thus, water is a topic of great interest to community members, whose lives are shaped by water-related events such as drought, flood, and wildfires. Rural tribal, and Hispanic communities are often underserved with respect to science programming; their public libraries often function as the local science center. The project's inter-disciplinary team will develop, deploy, research, and evaluate an interactive traveling exhibit for small libraries, designed around regional water topics and complemented by interactive programming and community engagement events. Additionally, the team will build local capacity by fostering a community of practice among the host librarians, including participation through a support system--the STAR Library Network--to increase their science programming.
This project creates a traveling exhibit and complementary programming around water topics. Through an exhibit co-design model, communities will provide input in the exhibit development, identify water topics that are critical to them, and engage the multi-generational audiences. The exhibit merges the captivating attraction of water with the underlying science content and community context, giving patrons the opportunity to explore these topics through active learning stations, informational panels, citizen science-based activities, and an interactive regional watershed model. Artistic representations of water will be developed by community groups and incorporated into the exhibit as a dynamic display element.
Project goals are to:
Spark interest in and increase understanding of water as a critical resource and cultural asset across rural, tribal, and Hispanic communities in the Four Corners Region.
Increase availability of and access to engaging programming for underserved rural, tribal, and Hispanic communities focusing on the science and cultural aspects of water in the Four Corners Region.
Build capacity for libraries to implement water-focused science programs, and increase available science learning and science communication resources tailored to these informal learning settings.
Foster a Community of Practice (CoP) for participating librarians to support the development of their programming and content knowledge.
Advance the body of research on informal learning environments and their role in developing community members' science ecosystems and science identities, particularly in library settings.
The project team will rigorously assess the extent to which program approaches and components stimulate patrons' interest in science, increase science knowledge, and support building a personal science identity. The model is based on the STEM Learning Ecosystems Framework. Robust evaluation will guide the program development through a front-end needs assessment and iterative revision cycles of implementation strategies.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
This project will focus on addressing the challenges faced by rural youth with a particular emphasis on those youth who are English Language Learners. The project will provide informal education via libraries and librarians which can provide unique opportunities for rural youth and communities. Building on several years of research and experimentation, this project will augment the formal education sector, as well. The settings for the project are 12 rural school districts in largely Latinx communities. The project partners are the Space Science Institute, the American Library Association (ALA), the Institute for Learning Innovation and the Twin Cities Public Television. Expertise from the Latinx community will play a significant part in the project. The project will engage learners from diverse backgrounds, ages, and interests in science through a coordinated and tested strategy incorporating three Learning Pathways (i.e., Science Learning Spaces, Programs, and Science Kits) in a public library environment. The results should yield a model for Nationwide application.
The main goals are: 1) to establish learning pathways to engage rural communities through exhibit host libraries and (2) to increase art-rich STEM learning opportunities for rural communities through libraries and their support systems. Building on an established training model, the project will introduce library staff to the STEAM content of the exhibits and guide them in developing their own STEAM Learning Pathways. SciGirls digital media, hands-on activities, family resources, and a training network will expand the depth and reach of the project. The project draws on existing professional infrastructure to increase library staff capacity through ALA and the Institute's established community of practice. The researchers will study the efficacy of each pathway, alone and in tandem, on participant's interest development and persistence. The research will use a mixed-methods design-based approach that involves questionnaires, interviews and case studies.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
Libraries can provide unique opportunities for rural youth and communities. Phase III of the STAR Library Network will be a collaboration with 12 rural school districts in largely Latinx communities to address the challenges faced by rural youth, particularly English Language Learners. The project will use a coordinated and tested strategy to establish three learning pathways in public libraries: science learning spaces with exhibits, library programs, and science kits. These resources will provide learners with art-rich STEM learning opportunities.
Partners
Project partners include the Space Science Institute, the American Library Association (ALA), the Institute for Learning Innovation, and Twin Cities Public Television. The project will rely significantly on expertise from the Latinx community.
Project Plan
Building on an established librarian training model, the project will introduce library staff to the STEAM content and guide them in developing their own STEAM Learning Pathways. The project will draw on existing professional infrastructure from the ALA and the Institute for Learning Innovation’s established community of practice. SciGirls digital media, hands-on activities, family resources, and a training network will expand the depth and reach of the project.
The Research
The research team will study the efficacy of each pathway, alone and in tandem, on participant’s interest development and persistence. The research will use a mixed-methods design-based approach that involves questionnaires, interviews, and case studies. The results should yield a model for nationwide application and contribute insights for the formal education sector.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
It’s a great job when you get to do stuff just for fun. For the last few days, I’ve been at the Science Museum of Minnesota, consulting on their new exhibit? Theatrical performance? Interactive game? called Infestation: The Evolution Begins. It’s a 3-part project funded by NSF to help teach key concepts of evolution to kids, and it’s looking pretty amazing.The first part is done, and it’s a theatrical event where the concepts are explained entertainingly, and the audience are introduced to little imaginary creatures called VISTAs. If you go to SMM today, you can watch the whole show yourself
Informal science learning (ISL) organizations that are successful at providing meaningful science, technology, engineering, arts, and mathematics (STEAM) experiences for Latino children, youth, and their families share some common traits. They have leaders and staff who believe in the importance of developing culturally relevant models and frameworks that meet the needs and acknowledge the legacy of STEAM in Latino communities. Such organizations are willing to take risks to create experiences that are culturally meaningful, garner funding and implement programs by working closely with their
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TEAM MEMBERS:
Cheryl JuarezVerónika NúñezExploratorium
Merging art and science, "Self Reflected" aims to communicate the incredible complexity of the neural signaling in our brains that makes us who we are. The artists, Dr. Greg Dunn and Dr. Brian Edwards, invented a novel technique called reflective microetching to simulate the microscopic behavior of neurons in the viewer’s brain as they observe this work of art. "Self Reflected" is currently on display in the Your Brain exhibit at The Franklin Institute in Philadelphia. This summative evaluation study explores museum visitors’ behavior, reactions, and learning outcomes as they interact with
This project, a collaboration of teams at Georgia Institute of Technology, Northwestern University, and the Museum of Design Atlanta and the Museum of Science and Industry in Chicago, will investigate how to foster engagement and broadening participation in computing by audiences in museums and other informal learning environments that can transfer to at-home and in-school engagement (and vice versa). The project seeks to address the national need to make major strides in developing computing literacy as a core 21st century STEM skill. The project will adapt and expand to new venues their current work on their EarSketch system which connects computer programming concepts to music remixing, i.e. the manipulation of musical samples, beats and effects. The initiative involves a four-year process of iteratively designing and developing a tangible programming environment based on the EarSketch learning environment. The team will develop three new applications: TuneTable, a multi-user tabletop exhibit for museums; TunePad, a smaller version for use at home and in schools; and an online connection between the earlier EarSketch program and the two new devices.
The goal is to: a) engage museum learners in collaborative, playful programming experiences that create music; b) direct museum learners to further learning and computational music experiences online with the EarSketch learning environment; c) attract EarSketch learners from local area schools to visit the museum and interact with novice TuneTable users, either as mentors in museum workshops or museum guests; and d) inform the development of a smaller scale, affordable tangible-based experience that could be used at homes or in smaller educational settings, such as classrooms and community centers. In addition to the development of new learning experiences, the project will test the hypothesis that creative, playful, and social engagement in the arts with computer programming across multiple settings (e.g. museums, homes, and classrooms) can encourage: a) deeper learner involvement in computer programming, b) social connections to other learners, c) positive attitudes towards computing, and d) the use and recognition of computational concepts for personal expression in music. The project's knowledge-building efforts include research on four major questions related to the goals and evaluation processes conducted by SageFox on the fidelity of implementation, impact, success of the exhibits, and success of bridging contexts. Methods will draw on the Active Prolonged Engagement approach (unobtrusive observation, interviews, tracking-and-timing, data summaries and team debriefs) as well as Participatory Action Research methods.
This work 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.
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TEAM MEMBERS:
Michael HornBrian MagerkoJason Freeman