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.
The Oregon Museum of Science and Industry (OMSI), located in Portland, is a hands-on science museum. In 2013, OMSI received funding from the National Science Foundation for the project Researching the Value of Educator Actions for Learning (REVEAL) to study how museum educators can better help families learn math while interacting with museum exhibits. Through REVEAL, OMSI was able to partner with Adelante Mujeres, a non-profit community organization located in Forest Grove that educates and empowers Latina women and their families. Here we share some of the lessons learned from the
This study was a longitudinal summative evaluation of repeat visitors’ experiences in four Math Moves! exhibitions that were developed as part of a large collaborative exhibition development project called Math Core for Museums, and mounted at four museums around the country: Museum of Science (Boston); Museum of Life & Science (Durham, NC); Explora (Albuquerque); and Science Museum of Minnesota (St. Paul). The summative evaluation purposively selected four family groups at each institution and collected naturalistic data as the 16 groups engaged with the exhibits from 4-6 times over a two
This poster was presented at the 2016 Advancing Informal STEM Learning (AISL) PI Meeting held in Bethesda, MD on February 29-March 2. REVEAL is using a two-phase research design, including a phase 1 design-based research study followed by a phase 2 experimental study, to investigate and measure the impact of staff facilitation on family mathematical discourse at exhibits and identify factors that influence the outcomes of these interactions. The project has an emphasis on culturally responsive research and education approaches.
The Exploratorium, in collaboration with the Boys and Girls Club Columbia Park (BGC) in the Mission District of San Francisco, is implementing a two-year exploratory project designed to support informal education in science, technology, engineering, and mathematics (STEM) within underserved Latino communities. Building off of and expanding on non-STEM-related efforts in a few major U.S. cities and Europe, the Exploratorium, BGC, and residents of the District will engage in a STEM exhibit and program co-development process that will physically convert metered parking spaces in front of the Club into transformative public places called "parklets." The BGC parklet will feature interactive, bilingual science and technology exhibits, programs and events targeting audiences including youth ages 8 - 17 and intergenerational families and groups primarily in the Mission District and users of the BGC. Parklet exhibits and programs will focus on STEM content related to "Observing the Urban Environment," with a focus on community sustainability. The project explores one approach to working with and engaging the public in their everyday environment with relevant STEM learning experiences. The development and evaluation processes are being positioned as a model for possible expansion throughout the city and to other cities.
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.
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. Project partners include the Rueben H. Fleet Science Center and the University of California, San Diego (UCSD). The project's goals are to support teachers in the development of informal science education opportunities for English learners, partner with students in grades 7-12 to create activities and exhibits, deliver student-produced products to community members, and sustain and disseminate the activities through the development of web-based teacher tools. The teachers will work with informal science education experts, STEM professionals, and undergraduate students to develop and implement the program lessons with their 7-12 grade students. The activities and exhibits designed for community audiences will be used in the Imperial Valley Discovery Zone, slated for completion in fall 2013. Special emphasis will be placed on understanding English scientific word frames and science content specific vocabulary to help ELL students express complex scientific concepts in English. The project deliverables in this pilot project include a comprehensive teacher professional development strategy, student-developed informal science activities and exhibits, a project website, and multiple teacher resources (lesson plans, how-to guides, training materials, and social networking tools). Teachers will receive 45 hours of professional development during the summer with an additional 20 hours of support provided during the school year. UCSD's Jacob's School of Engineering will provide training on solar energy micro-grids using a micro-grid observatory to be located in Imperial Valley. English language development training will be provided by the University of California's Professional Development Institute (UCPDI) and address the role of language objectives in scientific conceptual knowledge and language development; using science and language to improve classroom questioning/discussion; and teaching academic language to English learners. The informal science education component of the training provided by the Fleet Science Center will address topics such as questioning strategies, scientific reasoning frameworks, communicating science to public audiences, and learning "high level" science content using hands-on approaches. The project design builds on research which supports an active learning approach that mirrors scientific practice and is one of the strengths of informal science learning environments. The question to be addressed by the USA Project is: "Can informal STEM activities with embedded English Language development strategies assist English learner students to increase their English language competency and their interest in STEM subjects?" The PI seeks to identify the impact that teachers have on guiding students in inquiry-based informal STEM education, evaluate the academic outcomes for students, and measure changes in community interest, understanding, and attitudes towards STEM and STEM occupations. The USA Project is designed to reach approximately 200 underserved students and will promote the participation of at least 400 additional students, parents, and other rural community members. It is anticipated that this project will result in the development of a model for teacher-led informal STEM education, increased STEM learning opportunities for the community, and the development of a network of educational institutions that helps to bridge formal and informal STEM learning and learning environments.
This report addresses findings from the Bilingual Exhibit Research Initiative (BERI), a National Science Foundation-‐funded project (NSF DRL#1265662) through the Advancing Informal STEM Learning (AISL) program. This Pathways (planning grant) project was a 3-‐year project designed to better understand current practices in bilingual exhibitions and Spanish-‐speaking visitors’ uses and perceptions of bilingual exhibitions. Responding to a lack of extensive evaluation or audience research in informal science education (ISE) bilingual interpretation, the Bilingual Exhibit Research Initiative
This report describes a summative evaluation of Secrets of Circles, a 2,600 square foot exhibition created by Children's Discovery Museum of San Jose and funded by the National Science Foundation. The exhibition and related programs were designed to highlight the uses of circles and wheels in everyday life. Circles have properties that make them extremely effective as an engineering tool, and they are ubiquitous in cultures around the world. The appendix of this report inclues interview and observation protocols and questionnaires used in this study.
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TEAM MEMBERS:
Sue AllenChildren's Discovery Museum of San Jose
resourceprojectProfessional Development, Conferences, and Networks
Many museums currently produce bilingual exhibits, but very little research exists to inform practice. The Bilingual Exhibits Research Initiative (BERI), funded by the Advancing Informal STEM Learning (AISL) program at the National Science Foundation, addressed this critical knowledge gap. This exploratory research project investigated 1) current professional approaches to producing bilingual exhibits and 2) how bilingual exhibits provide opportunities for Spanish-speaking Latinos to engage in informal science learning. BERI's research with museum and science center staff documents current professional knowledge, concerns, opportunities, and constraints involved in the creation of bilingual exhibits. BERI's research with visitors explores how content and design affords and constrains visitors' engagement in museums and science centers. This work will inform professionals about the relevant factors and potential consequences of their decisions related to bilingual exhibits.
The Children's Museum of Houston seeks to develop a 1,500 sq ft bilingual traveling exhibition based on their bilingual "Magnificent Math Moments" activities. This project simultaneously addresses two very important needs: the relative lack of mathematics exhibits for young children and for Spanish-speaking audiences. The exhibition is based on Patron (Pattern) Point where the visitor meets math superheroes, Subtracta, Capt. Mas in the settings of Subtracta's Puzzle Parlor; Capt. Mas's Marina; and Formas (Shapes) Family Shipping Yard. It will provide an inviting setting for introducing the target audiences to mathematics through the use of characters, environments and puzzles. BROADER IMPACT: Fabrication of a second version of the traveling exhibition will extend the number of institutions reached through two national tours. These exhibitions, which target children ages 5-10 and adults, are projected to reach some 1.4 million visitors in 24 museums over five years; sites will be selected to reach Hispanic audiences in smaller, low-income urban and rural areas. For further impact CMH is forming another network of museums that will benefit from this project, even though the institutions will not be able to host the traveling exhibition. CMH also is developing ancillary materials and services to accompany the exhibition that include activity kits and cart, character costumes, training guides, parent materials and other resources.
Children's Discovery Museum of San Jose, CA, will develop a three-pronged project called "Round and Round" focused on the geometry, science and technology of circles and wheels. All three project products (one permanent and one traveling version of a 2000-sq. ft. exhibition; an array of complementary educational programs for children ages 3-10; and published research on patterns of interactions among families of diverse backgrounds in museum settings) will be developed in cooperation with developmental psychologists from the University of California at Santa Cruz and advisors from Latino and Vietnamese communities in San Jose. "Round and Round" exhibits and programs will offer a trans-cultural, gender-neutral, and multi-disciplinary look at the ingenuity and ubiquity of circles. Together they will provide a comprehensive array of interactive experiences that help children, ages 3-10, and adults explore the mathematics, physics, physical properties and engineering advantages of circles and wheels. The project is expected to serve three million visitors in science and children's museums across the nation within four years of implementation.