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.
DATE:
-
TEAM MEMBERS:
Brian MagerkoDuri LongJessica Roberts
Something Very Fishy Musical Theatre STEAM Exhibit is a collaborative project pairing a ocean-themed musical theatre production with a hands-on marine science exhibit in an informal community setting. The program is designed to increase the awareness of ocean conservation issues in children grades K-5. The storyline of the musical follows the lives of Sandy Carson (marine biologist), Mr. Stu Pidder (fishermen) and a cast of marine animal puppets (Sunny, Boss and Octavia) as they navigate one disaster after another in the ocean that comes to impact their lives and livelihoods. The story is told as a bedtime story between two narrators, mother and child, home sick with a fever. As the story unfolds the rising ocean temperatures and rising fever in the child tell the story of our how the health of the ocean is inextricably linked to our own health. The theatrical production ends when the characters hatch a community-based solution to work together to save the ocean by starting an eco-tourism venture. Then the audience members then begin a imaginary eco-tour of the Florida Keys around the performing arts center where they meet artists, fishermen, park rangers, scientists, engineers, and veterinarians working to save our oceans and the marine life within. To assess the impact of our program, the children complete a pre-post survey in the form of a personal meaning map drawing of what it looks like under the ocean along with a STEM, arts, non-STEM career survey including professions they met in the show and on the virtual eco-tour. Children who participate in the program demonstrate a significant increase in understanding how humans both impact and help solve the issues facing the oceans and their connection to our changing climate and show an increased interest in STEM careers related to ocean conservation.
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.
The L.C. Bates Museum will provide 1,700 rural fourth grade students and their families museum-based STEAM (Science, Technology, Engineering, Art, and Mathematics) educational programming including integrated naturalist, astronomy, and art activities that explore Maine's environment and its solar and lunar interactions. The project will include a series of eight classroom programs, family field trips, TV programs, family and classroom self-guided educational materials, and exhibitions of project activities including student work. By bringing programs to schools and offering family activities and field trips, the museum will be able to engage an underserved, mostly low-income population that would otherwise not be able to visit the museum. The museum's programming will address teachers' needs for museum objects and interactive explorations that enhance student learning and new Common Core science curriculum objectives, while offering students engaging learning experiences and the opportunity to develop 21st century leadership skills.
Poets House will plan for a national project that will combine scientific knowledge with the expressive art of poetry. The planning project will lay the groundwork for a five to six city national program that will offer 1) public poetry-and-science programs at libraries and natural history museums; 2) poetry enhanced exhibits at natural history museums and libraries; and 3) self-directed learning through poetry and science resources at public libraries. The planning project will bring together experts in science, natural history museums, libraries, and poetry to share information; test-pilot public programs on both the East and West coasts, including a poetry-enhanced tour of natural history exhibits at the Oakland Museum; and determine the content, protocols and strategy for implementing a multi-city national program.