This study collected data from seven planetarium email lists (one per planetarium regional organization in the United States), as well as online survey panel data from residents in each area, to describe and compare those who do and do not visit planetariums.
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 CRPA project is about research on climate change impacts in the Amazonian rain forest and about motivating youth to consider science as a career objective. The project is an exhibit in Biosphere 2 in Arizona wherein a rain forest is maintained and will be used to augment the exhibit of large photos of scientists doing research. Particular attention will be paid to female scientists to motivate young girls. Biosphere 2 and the Girl Scout Council of Southern Arizona will collaborate to attract girls through free admission days to Biosphere 2. These large photos will be equipped with sound and video so that as a visitor approaches the photo, the sounds of the forest as well as the researcher(s) will be heard. At this point the researcher, in the photograph, will begin a monologue with the visitor explaining what scientists are investigating and who the other workers are. In this monologue, the researcher will explain what they are doing specifically, why they are investigating this subject, and what they plan to derive as a scientific result. The exhibit will consist of fifty very large photographs (3x5 feet) with sound access via smart phones and headsets. In addition, there will be hands on equipment and docents for questions and discussion. The venue receives about 100,000 visitors per year consisting mainly of families, tourists, and clubs. Through this exhibit, the researchers intend to motivate youth to develop interests in STEM topics. Girls are the main target audience. For families and tourists, the exhibit communicates the message of how science is being used to determine the effect of climate change on rain forests and how that would affect other aspects of weather and the global environment.
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TEAM MEMBERS:
Scott SaleskaBruce JohnsonJoost van HarenJennifer Fields