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
Explora will expand its work with local students to increase their awareness of STEM career fields. Working primarily with low-income teens of color and their families, the museum will partner with local organizations to co-create an inquiry-based exhibit that highlights STEM research and practice in Albuquerque that can lead to career paths for jobs in STEM fields. The museum will revise its current exhibition development process to reflect a community engagement strategy that it has used successfully for public programs, incorporating community voice, public knowledge, and local STEM content experts. Additional project activities will include capacity-building for museum staff to improve their ability to engage deeply with community partners and a series of Teen Science Cafes in the new exhibit space that provide opportunities for teens to meet and talk with local STEM professionals and employers.
DuPage Children's Museum will enhance visitor engagement by incorporating current research on infant and toddler development to redesign two exhibits and develop an educational program for low-income caregivers. The museum will partner with two community-based organizations, Teen Parent Connection and Family Focus DuPage, to collaborate in the project and refer clients to participate in the educational programs. The museum will present twelve onsite sessions that will enable parents and caregivers to nurture an understanding of STEM fundamentals at the museum and at home for their young children. Participants will be given educational videos and take-home kits that correspond with the educational sessions. Project activities will also include training to help museum staff use the exhibits to further a visitor's learning experience. The museum will disseminate project results to other children's museums and early childhood educators and professionals.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches and resources for use in a variety of settings. Informal STEM educational activities have proliferated widely in the US over the last 20 years. Additional research will further validate the long-term benefits of this mode of learning. Thus, elaborating the multitude of variables in informal learning and how those variables can be used for individual learning is yet to be defined for the circumstances of the learners. Thus, the primary objective of this work is to produce robust and detailed evidence to help shape both practice and policy for informal STEM learning in a broad array of common circumstances such as rural, urban, varying economic situations, and unique characteristics and cultures of citizen groups. Rather than pursuing a universal model of informal learning, the principal investigator will develop a series of comprehensive models that will support learning in informal environments for various demographic groups. The research will undertake a longitudinal mixed-methods approach of Out of School Time/informal STEM experiences over a five-year time span of data collection for youth ages 9-19 in urban, suburban, town, and rural communities. The evidence base will include data on youth experiences of informal STEM, factors that exert an influence on participation in informal STEM, the impact of participation on choices about educational pathways and careers, and preferences for particular types of learning activities. The quantitative data will include youth surveys, program details (e.g. duration of program, length of each program session, youth/facilitator ratio, etc.), and demographics. The qualitative data will include on-site informal interviews with youth and facilitators, and program documentation. This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
Out-of-school settings promise to broaden participation in science to groups that are often left out of school-based opportunities. Increasing such involvement is premised on the notion that science is intricately tied to “the social, material, and personal well-being” of individuals, groups, and nations—indicators and aspirations that are deeply linked with understandings of equity, justice, and democracy. In this essay, the authors argue that dehistoricized and depoliticized meanings of equity, and the accompanying assumptions and goals of equity-oriented research and practice, threaten to
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.
DATE:
-
TEAM MEMBERS:
Adam Hartstone-RoseMatthew IrvinKelly Lynn MulveyElizabeth ClemensLauren ShenfeldAdam RutlandMark WinterbottomFrances BalkwillPeter McOwanKatie ChambersStephanie TylerLisa Stallard
Utah Valley University (UVU) with partners Weber State University (WSU) and American Indian Services (AIS) are implementing UTAH PREP (PREParation for STEM Careers) to address the need for early preparation in mathematics to strengthen and invigorate the secondary-to-postsecondary-to-career STEM pipeline. As the preliminary groundwork for UTAH PREP, each partner currently hosts a PREP program (UVU PREP, WSU PREP, and AIS PREP) that identifies low-income, under-represented minority, first-generation, and female students entering seventh grade who have interest and aptitude in math and science, and involves them in a seven-week, three-year summer intensive program integrating STEM courses and activities. The course content blends skill-building academics with engaging experiences that promote a clear understanding of how mathematical concepts and procedures are applied in various fields of science and engineering. Courses are enhanced through special projects, field trips, college campus visits, and the annual Sci-Tech EXPO. The purpose of the program is to motivate and prepare participants from diverse backgrounds to complete a rigorous program of mathematics in high school so that they can successfully pursue STEM studies and careers, which are vital to advancing the regional and national welfare.
UTAH PREP is based on the TexPREP program that originated at the University of Texas at San Antonio and which was named as one of the Bright Spots in Hispanic Education by the White House Initiative on Educational Excellence for Hispanics in 2015. TexPREP was adapted by UVU for use in Utah for non-minority serving institutions and in regions with lower minority populations, but with great academic and college participation disparity. With NSF funding for a two-year pilot program, the project partners are building UTAH PREP through a networked improvement community, collective impact approach that, if demonstrably successful, has the ability to scale to a national level. This pilot program's objectives include: 1) creating a UTAH PREP collaboration with commitments to a common set of objectives and common set of plans to achieve them; 2) strengthening existing PREP programs and initiating UTAH PREP at two or three other institutions of higher education in Utah, each building a sustainable local support network; 3) developing a shared measurement system to assess the impact of UTAH PREP programs, adaptations, and mutually reinforcing activities on students, including those from groups that are underrepresented in STEM disciplines; and 4) initiating a backbone organization that will support future scaling of the program's impact.
DATE:
-
TEAM MEMBERS:
Daniel HornsAndrew StoneVioleta Vasilevska
The nature of STEM (science, technology, engineering, and mathematics) learning is changing as individuals have unprecedented, 24/7 access to science-related information and experiences from cradle to grave. Today’s science-education opportunities include not only traditional schooling, but also libraries, museums, zoos, aquaria, science centers, and parks and preserves; diverse broadcast media such as television, podcasts, and film; organized youth programs such as 4-H, after-school or summer camps, and special-interest clubs and hobby groups; and an ever-increasing array of digital media
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.
This paper discusses the methodologies, key findings, and implications of a research project that examined the effectiveness of exhibits for making children understand scientific concepts. The two-part study was conducted at Nehru Science Centre (Bombay, India).
DATE:
TEAM MEMBERS:
Vijay JavlekarVisitor Studies Association
In this article, Albert Ndayitwayeko, AFGRAD Fellow at the University of Florida, and John J. Koran, Jr., Professor and Curator at the Florida Museum of Natural History, analyze the informal education field in the Republic of Burundi, a small country located in Central Africa. This discussion focuses on natural history museums and zoos, their exhibits and visitor behavior, which may serve as a valuable and less expensive adjunct to formal learning.
DATE:
TEAM MEMBERS:
Albert NdayitwayekoJohn J. Koran, Jr.
The aim of the work reported here has been to give an overview of the support that the informal sector provides for learning and engagement with science. In addressing this goal, we have taken the view that engagement with science and the learning of science occur both within and without schools. What is of interest is not who provides the experience or where it is provided but the nature and diversity of opportunities for science learning and engagement that are offered in contemporary UK society. Thus in approaching the work we have taken a systems perspective and looked at informal