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.
Children’s storybooks are a ubiquitous learning resource, and one with huge potential to support STEM learning. They also continue to be a primary way that children learn about the world and engage in conversations with family members, even as the use of other media and technology increases. Especially before children learn to read, storybooks create the context for in-depth learning conversations with parents and other adults, which are the central drivers of STEM learning and development more broadly at this age. Although there is a body of literature highlighting the benefits of storybooks
Showing how various math and science topics relate to the real world is the key to motivating youth to pursue STEM careers. This idea is essential to the MIT (Massachusetts Institute of Technology) BLOSSOMS initiative.
BLOSSOMS, which stands for Blended Learning Open Source Science or Math Studies, is a program that freely provides interactive video lessons that teach teens how math and science pertain to everyday life, while encouraging critical-thinking skills. BLOSSOMS offers more than 200 online videos on various STEM topics, which are presented in a form that will provide youth with a
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
PEEP and the Big Wide World/El Mundo Divertido de PEEP is a bilingual, NSF- funded public media project that uses animation, live-action videos, games, mobile apps, hands-on science activities to motivate preschool-age children to investigate the world around them. Online, PEEP extends children’s science and math learning with a mobile-friendly website that offers games, videos, and hands-on activities, as well as a collection of 15 apps. PEEP is also reaching children in preschool classrooms and family/home childcare settings via the PEEP Science Curriculum, which provides resources for a
The animated series PEEP and the Big Wide World (PEEP), developed by WGBH Boston, is designed to teach science and math to children aged three to five years old. WGBH recently completed a total redesign of the PEEP website that was intended make the site more accessible to Spanish-speakers, more supportive of extended informal science and math exploration, and more functional for users of tablets and mobile devices. This work included:
• The transformation of PEEP into a fully dual language website via the translation of all games and website text into Spanish and the debut of a new Spanish
WGBH Educational Foundation will create PEEP'S WORLD/EL MUNDO DE PEEP, a Web-based "Digital Hub," in both English and Spanish, to significantly increase the impact of the extensive collection of proven preschool science and math assets from the Emmy Award-winning TV show PEEP AND THE BIG WIDE WORLD®. This project will: (1) redesign the PEEP Web site, creating interactive media experiences that will contextualize existing content and take advantage of new Web design; (2) provide professional development for preschool educators; and (3) reach a new audience of family childcare educators, one that is woefully underserved when it comes to educational resources about science. Dissemination through a network of national organizations, including National Association of Family Child Care, National Association of Child Care Resource and Referral Agencies, National Head Start Association, National Education Association, AVANCE, and Committee for Hispanic Children and Families, will help engage the maximum number of educators and parents in the project. PEEP'S WORLD/EL MUNDO DE PEEP will provide resources for targeted audiences. Specifically these resources will provide: Children with multiple ways to engage with science or math content areas, including interactive games, animated stories, and live-action videos; Parents with guided experiences to facilitate their child's math and science play; Center-based preschool educators with a media-rich, year long science curriculum and professional development materials; and Family childcare educators with curriculum modules, integrated with media, focused on six science content areas, and professional development materials for home-care settings in English and in Spanish. The University of Massachusetts's Donahue Institute will conduct a formative evaluation of the family childcare educator resources: 200 Spanish-speaking and 200 English-speaking educators will pilot the curriculum modules and professional development videos. Concord Evaluation Group, Inc. will conduct a summative evaluation, consisting of a Family Web Site Experiment and a National Observational Study, to assess the extent to which the project is successful at achieving its intended impacts. A multifaceted national dissemination plan will include a robust social media strategy, implemented by a Spanish-speaking online community manager, to reach parents, and collaborations with early childhood education statewide systems to reach educators. The projects intended impacts are to: (1) help English- and Spanish-speaking preschoolers effectively apply science and mathematical inquiry and process skills; (2) empower English- and Spanish-speaking parents to feel more equipped and inclined to facilitate science and math exploration with their preschoolers; and, (3) provide center-based and family childcare educators with resources for incorporating math and science into their curricula and boosting their confidence in teaching these subjects. While many parents know how to read to their children, they do not typically know how to approach science or math investigations with their pre-schoolers. After parents, preschool educators are the most important promoters of a young child\'s learning. Yet, center-based and family childcare educators do not receive significant training in science, and thus lack confidence when conducting preschool science activities. By providing parents and educators resources for approaching preschool science and math, which meet their specific needs, PEEP will help alleviate these challenges.
Math off the Shelf (MotS) was designed to help those who work in public libraries put math into what they do with grades K-6 children and their families. Public libraries exist in virtually every community in the nation, and increasingly, families rely on them as a free, safe place for children to spend time in the absence of other care. As such, they are an ideal venue for reaching a large and diverse population with math. MotS has: (1) developed research-based English/Spanish materials for informal educators working in public libraries, available for free online (2) supported implementation and institutionalization at libraries across the nation (3) engaged informal educators working in libraries in conducting outreach via state and national library association meetings, webinars, and community and youth agencies (4) conducted evaluation on project impact, as described in the summative evaluation report attached. Dissemination to professional communities will constitute the remaining project work. External evaluation, conducted by Char Associates, identified dramatic changes in attitudes about math and its role in the library, in the amount of math that librarians offer to children and families, and in librarians' communication about math with patrons and peers. Development partners include the library systems of Queens NY, San Jose CA, St Louis MO, Westchester County NY, and dozens of libraries in AZ, CT, FL, and MA.
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.
English Language Learners (ELLs), a diverse group of individuals from across the world who are learning English for the first time, make up the fastest growing segment of the student population in United States public schools. This issue brief displays how the extra time and hands-on learning experiences provided by quality afterschool programs can allow for a specialized, less-formal learning environment in which ELLs can develop language and social skills that otherwise could not be addressed through the less flexible schedule of the regular school day.
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.
Research Questions: (1) To what extent do children's and parent's interest in math and science increase as a result of exposure to one or more of the project's components? (2) To what extent do children and parents want to engage further with Mateo y Cientina after initial exposure to the cartoon through one or more of the project's components? (3) To what extent do parents and children think they've learned new concepts about math and science as a result of completing a Mateo y Cientina activity? (4) To what extent do parents and children gain confidence in their understanding of math and
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TEAM MEMBERS:
Sarah MushlinUniversity of CaliforniaColleen Kuusinen