Data science is ever-present in modern life. The need to learn with and about data science is becoming increasingly important in a world where the quantity of data is constantly growing, where one’s own data are often being harvested and marketed, where data science career opportunities are rapidly increasing, and where understanding statistics, data sources, and data representation is integral to understanding STEM and the world around us. Museums have the opportunity to play a critical role in introducing the public to data science concepts in ways that center personal relevance, social connections and collaborative learning. However, data science and statistics are difficult concepts to distill and provide meaningful engagement with during the brief learning experiences typical to science museums. This Pilot and Feasibility study brings together data scientists, data science educators, and museum exhibit designers to consider these questions:
What are the important data science concepts for the public to explore and understand in museum exhibits?
How can museum exhibits be designed to support visitors with diverse backgrounds and experiences to engage with these data science concepts?
What principles can shape these designs to promote broadening participation in data science specifically and STEM more broadly?
This Pilot and Feasibility project combines multidisciplinary expert convening, feasibility testing, and early exploratory prototyping around the focal topic of data science exhibits. Project partners, TERC, the Museum of Science, Boston, and The Tech Interactive in San Jose will engage in an iterative process to develop a theoretical grounding and practical guidance for museum practitioners. The project will include two convenings, bringing together teams of experts from the fields of data science, data science education and museum exhibit design. Prior to the first convening, an initial literature summary and a survey of convening participants will be conducted, culminating in a preliminary list of big ideas about data science. Periodically, participants will have the opportunity to rank, annotate and expand this list, as a form of ongoing data collection. During the convenings, participants will explore the preliminary list, share related work from the three disciplines, engage with related data science activities in small groups, and work together to build consensus around promising data science topics and approaches for exhibits. Participant evaluation will allow for iterative improvement of the convenings and the capture of missed points or overlooked topics. After each convening, museum partners will create prototypes that respond to the convening conversations. Prototypes will be pilot tested (evaluated) with an intentionally recruited group of families that includes both frequent visitors and those who are less likely to visit the museum; diversity in terms of race, languages and dis/ability will be reflected in selection. Pilot data collection will consist of structured observations and interviews. Results from the first round of prototyping will be shared with convening participants as a way to modify the list of big ideas and to further interrogate the feasibility of communicating these ideas in an exhibit format. Results from the convenings and from both rounds of prototyping will be combined in a guiding document that will be shared on all three partner websites, and more broadly with the informal STEM learning field. The team will also host a workshop for practitioners interested in designing data science exhibits, and present at a conference focused on museum exhibits and their design.
Marbles Kids Museum will develop tools and strategies to train its staff, volunteers, and interns to engage infants, toddlers, and preschool children in activities and conversations that lay the foundation for critical early math skills. The staff capacity-building project will deepen the museum staff's understanding of early math skills, how to foster those skills, and why investment in early math is critical to long term success in school. With a content coach, the museum will research and develop early math resources, activities, and exhibit enhancements that engage children and their families. Additionally, the museum will seek to understand community needs related to early math learning, and create content for professional development video modules. The museum will modify the professional development modules to create caregiver workshops focused on fostering early math learning through everyday activities and play at home. Museum staff will share tools and lessons learned through a regional museum convening and at national conferences.
Researching the Value of Educator Actions for Learning (REVEAL) is an NSF-funded research project, led by the Oregon Museum of Science and Industry (OMSI) in collaboration with TERC and Oregon State University (OSU), which studied the impact of science center staff facilitation strategies at math exhibits. Building on and using exhibits from Design Zone—an interactive math exhibition which engaged visitors in exploring algebraic relationships and functions—the study was designed to add to the scant existing literature about the impact of staff facilitation on visitors. The study also aimed to
The Exploratorium explainer program is not only important to the young people involved, but is an integral part of the museum culture. This initiative that started to help the youth of our community has blossomed into a program that has been very helpful to the science centre. In fact, the institution would not be complete without the fresh energy of the explainers. They help the Exploratorium to continue to give the real pear to its public.
Popularising mathematics requires a preliminary reflection on language and terms, the choice of which results from underlying dynamics. The aim of this article is to start an overall analysis of the conditions influencing this linguistic choice.
In this article, science center and museum professionals from around the world share ways that they are engaging visitors in hands-on innovation. Work from the following organizations are discussed: Exploratorium, Discovery Center of Idaho, Lawrence Hall of Science, Iridescent, Conner Prairie Interactive History Park, Ideum, Discovery Place, Ontario Science Centre, Bootheel Youth Museum, Science Centre Singapore, Children's Museum of Phoenix, Discovery Museums (Acton, MA), Discovery Center of Springfield, Missouri, Museum of Science, Boston, Questacon--The National Science and Technology
When it comes to STEM education, the nation’s K–12 public schools cannot do it all. The nature of 21st century proficiency in science, technology, engineering, and mathematics is too complex for any single institution. The good news is that schools do not have to do it alone. Museums, zoos, nature centers, aquariums, and planetariums are among the several thousand informal science institutions in the United States that regularly engage young people in observing, learning, and using STEM knowledge and skills. Providing a richness of resources unavailable in any classroom, informal science
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Community for Advancing Discovery Research in Education (CADRE)
This poster was presented at the 2014 AISL PI Meeting in Washington, DC. Using STEM America (USA) is a two-year Pathways project designed to examine the feasibility of using informal STEM learning opportunities to improve science literacy among English Language Learner (ELL) students in Imperial County, California.
This poster was presented at the 2014 AISL PI Meeting in Washington, DC. It describes a project designed to increase informal learning opportunities for blind youth in STEM.
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National Federation of the BlindMark Riccobono
The purpose of this paper is to present a conceptual framework for initiatives focused on supporting learning across settings in the domains of science, technology, engineering, and mathematics (STEM). The conceptual framework emerges from ecological perspectives on learning that suggest a need to consider how learning develops across settings, through a range of supportive interactions and relationships (Barron, 2006; Bronfenbrenner, 1979). The framework presents initial design principles for organizing learning opportunities that connect people to practices in multiple settings. It also
This paper lays out a theory of (re-)generative learning to explain how families and communities socialize young learners into thinking like scientists and mathematicians. Cultural communities and their families orient their young in varied ways toward the language, behaviors, and self-theories about the future presupposed in the learning of science and mathematics. Certain socialization processes and norms correspond closely with those that scientists and artists use in laboratories, studios, and rehearsals. Certain norms of politeness and patterns of language differ significantly from habits
STEMtastic: NASA in Our Community is a two-year project designed to educate and inspire teachers, students and life-long learners to embrace NASA STEM content. The project will increase awareness of NASA activities, while educating and inspiring students to train for careers that are critical to future economic growth of the country in general, and NASA’s future missions in particular. The Virginia Air & Space Center (VASC) will partner with the Virginia Space Grant Consortium and Analytical Mechanics Associates, Inc. to accomplish this project. VASC will deliver NASA STEM content through (1) STEMtastic Teacher Institutes and Education Modules: (a) a series of two five-day professional development institutes for educators which will result in the (b) development and dissemination of new education modules for grades 4-9; and (2) STEMtastic Exhibits and Demonstrations: new interactive exhibits to used for live demonstrations at VASC; those demonstrations will also be delivered to traditionally underserved schools in the region. All classroom and teaching materials—educator institutes, education modules, exhibit software and demonstration modules—will be developed using NASA content and shared with other institutions to promote the expansion of knowledge about best practices in providing STEM education in both formal and informal education settings. STEMevals, a robust evaluation plan, will be implemented to assess success in each project area. Adjustments will be made along the pipeline to increase effectiveness in reaching the target audience. The project has the potential to reach countless educators, students and museum visitors throughout the U.S."