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.
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
Informal STEM field trip programming is a large, yet under-researched area of the education landscape. Informal STEM education providers are often serving a more privileged section of society, leading to a risk of perpetuating inequalities seen throughout the education landscape. In an attempt to address the lack of research, this thesis explores the relationship between educational equity and informal STEM field trips. The intention was to collect data using a critical ethnography approach to the methods of qualitative questionnaire and interviews of informal STEM educators. A change in
One way to encourage youth to pursue training in the STEM fields and enter the STEM workforce is to foster interest and engagement in STEM during adolescence. Informal STEM Learning Sites (ISLS) provide opportunities for building interest and engagement in the STEM fields through a multitude of avenues, including the programming that they provide for youth, particularly teens. Frequently, ISLS provide opportunities to participate in volunteer programs, internships or work, which allow teens both to learn relevant STEM knowledge as well as to share that knowledge with others through opportunities to serve as youth educators. While youth educator programs provide rich contexts for teens to engage as both learners and teachers in these informal STEM environments, research to date has not yet identified the relationship between serving as youth educators and STEM engagement. Thus, the goal of this project is to document the impact of youth educators on visitor learning in ISLS and to identify best practices for implementing youth educator programs. The project studies STEM interests and engagement in the youth participants and the visitors that they interact with at six different ISLS in the US and UK. This project is funded through Science Learning+, which is an international partnership between the National Science Foundation (NSF) and the Wellcome Trust with the UK Economic and Social Research Council. The goal of this joint funding effort is to make transformational steps toward improving the knowledge base and practices of informal STEM experiences. Within NSF, Science Learning+ is part of the Advancing Informal STEM Learning (AISL) program that seeks to enhance learning in informal environments and to broaden access to and engagement in STEM learning experiences.
This project examines youth educator experiences related to STEM identity, educational aspirations, and motivation. The project also identifies outcomes that the youth educators have on visitors to ISLS in terms of knowledge, interest, and engagement in STEM. The specific aims are: 1) Outcomes for Teens - To measure the longitudinal impact of participation in an extended youth educator experience in an ISLS; 2) Outcomes for Visitors - To compare visitor engagement with and learning from exhibits in ISLS when they interact with a youth educator, relative to outcomes of interacting with an adult educator or no educator; and 3) Outcomes Across Demographics and STEM Sites - To examine differences in visitor engagement based on participant characteristics such as socio-economic status (SES), age, gender, and ethnicity and to compare outcomes of youth educator experiences across different types of ISLS. This research, which draws on expectancy value theory and social cognitive theory, will follow youth participants longitudinally over the course of 5 years and use latent variable analyses to understand the impact on the youth educators as well as the visitors with whom they interact. Importantly, the results of this research will be used to develop best practices for implementing youth educator programs in ISLS and the results will be disseminated to both academic and practice-based communities.
This project has clear and measurable broader impacts in a variety of ways. First, the project provides guidance to improve programming for youth in ISLS, including both the sites involved directly in the research and to the larger community of ISLS through evaluation, development, and dissemination of best practices. Additionally, this project provides rigorous, research-based evidence to identify and describe the outcomes of youth educator programs. This study directly benefits the participants of the research, both the visiting public and the youth educators, through opportunities to engage with science. The findings speak to issues of access and inclusivity in ISLS, providing insight into how to design environments that are welcoming and accessible for diverse groups of learners. Finally, this project provides evidence for best practices for ISLS in developing programs for youth that will lead to interest in and pursuit of STEM careers by members of underrepresented groups.
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TEAM MEMBERS:
Adam Hartstone-RoseMatthew IrvinKelly Lynn MulveyElizabeth ClemensLauren ShenfeldAdam RutlandMark WinterbottomFrances BalkwillPeter McOwanKatie ChambersStephanie TylerLisa Stallard
This full-scale project addresses the need for more youth, especially girls, to pursue an interest in engineering and eventually fill a critical workforce need. The project leverages museum-based exhibits, girls' activity groups, and social media to enhance participants' engineering-related interests and identities. The project includes the following bilingual deliverables: (1) Creative Solutions programming will engage girls in group oriented engineering activities at partner community-based organizations, where the activities highlight altruistic, personally relevant, and social aspects of engineering. Existing community groups will use the activities in their regular meeting structure. Visits to the museum exhibits, titled Design Your World will reinforce messages; (2) Design Your World Exhibits will serve as a community hub at two ISE institutions (Oregon Museum of Science and Industry and the Hatfield Marine Science Center). They will leverage existing NSF-funded Engineer It! (DRL-9803989) exhibits redesigned to attract, engage, and mobilize a more diverse population by showcasing altruistic, personally relevant, and social aspects of engineering; (3) Digital engagement through targeted use of social media will complement program and exhibit content and be an online portal for groups engaged in the project; (4) A community action group (CAG) will provide professional development opportunities to stakeholders interested in girls' STEM identity (e.g. parents, STEM-based business professionals) to promote effective engineering messaging throughout the community and engage them in supporting project participants; and (5) Longitudinal research will explore how girls construct and negotiate engineering-related identities through discourse across the project activities and over time.
The Mississippi Museum of Natural Science (MMNS) will develop a program over the next two years aimed at teachers and students in grades 3-7. The project will develop teacher kits and "hands-on" exhibits tied to the new state curriculum and to the science television series "3-2-1 Contact". The MMNS is a division of the Mississippi Department of Wildlife Conservation and is designated as the official natural science museum by the State Legislature. The Museum has been in operation for 50 years and, since its inception, has served as a resource for classroom teachers. Mississippi has approximately 500,000 public school students attending about 1,000 schools. One third of these children are considered to live below the poverty level and 50 percent are from minority groups--a priority for the NSF. The MMNS has had success with a small pilot project which coordinates science concepts taught in the television series "3-2-1 Contact" with exhibit programs at the Museum. Over the next two years MMNS will expand their "hands-on" exhibits and develop science kits for use in the classroom in coordination with the new state curriculum and the television series. The kits will include museum objects, suggested activities and a teacher's guide. During the first year a series of "Contact Days" will be held with teachers and students across the state to develop and test the effectiveness of the project along with a lecture program by minority and women scientists. During the second year the exhibits will travel to schools across the state.
The Pittsburgh Children's Museum (PCM) is developing a 2,700 sq ft traveling exhibition, "How People Make Things," in collaboration with Family Communications, the producers of "Mister Rogers' Neighborhood." The exhibition will use the factory visit segments from this popular television program, the longest running on PBS, as a jumping off point for engaging children in the processes by which familiar objects are manufactured. PCM is building on its prior success with "Design It!," an after-school program funded by a prior NSF grant. This project extends that work to expose children to the hidden science and technology that form the basis for manufacturing. The exhibition will include the Neighborhood Factory orientation area and sections on Making Things: Designing Things, Forming Things (Additive, Subtractive, Deformational), and Assembling Things. Project collaborators include members of the Carnegie Mellon University Industrial and Engineering Design program and the University of Pittsburgh Learning Research and Development Center UPCLOSE. Broader Impact: The exhibition is projected to reach at least 750,000 visitors in nine museum venues through its nationwide tour; the target audience is families with children ages 3 to 10. Promotion and dissemination will be enhanced by the connection with PBS, which continues to air the "Mister Roger's Neighborhood" program. Partnerships with the AFL-CIO, Catalyst Communications, and Society of Manufacturing Engineers will extend the outreach effort. Special efforts will be made to target girls and underserved audiences.
KY-H.E.R.O.S. (Health Education Rural Outreach Scientists) is a health science education program that partners the largest science center in Kentucky with Science Heroes-- important regional biomedical research scientists. The Science Heroes, their stories and their studies serve as inspiration to our rural audience. The project objectives are to: (1) Convey the relevance of health science research to people's daily lives and promote awareness of healthy lifestyle choices and wellness; (2) Promote understanding of the fundamental principles of the scientifc process and inspire K-12 teachers to incorporate current research into their teaching of health science; and (3) Encourage students to pursue advanced science education and increase awareness of the wide range of health science related careers. The Science Center, working with the distinguished Science Heroes, their research teams and a group of 15 knowledgeable professional advisors will develop the new KY-H.E.R.O.S. science education program. The program will include new hands-on labs and demonstrations, teacher training workshops, career exploration activities, interactive videoconferencing distance learning links, and innovative public programs. Using museum-based exhibits and a wet lab, traveling exhibit components, telelinking (distance learning), an interactive website and printed and electronic materials, we will present information about the work of the Science Heroes and its relevance to the lives of participants. The focus of the program will change every two years to feature three different scientists and their work. A total of nine scientists will be included during the 5 year period covered by the SEPA grant. As the focus changes every two years to a different three scientists, all the programs and exhibits will be changed accordingly. KY-H.E.R.O.S. will be designed to serve audiences composed of school groups on field trips; teachers in workshops; classes in remote areas of the state participatng through videoconferencing; underserved groups including economically disadvantaged, minorities and young women; and the family audience that makes up about 60% of the Science Center's annual attendance. Formative and summative evaluation will be conducted by an outside firm to ensure effectiveness.