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.
Access to STEM information is unequal, with rural and poor communities often receiving the fewest public education science and science literacy opportunities. Rural areas also face unique STEM teaching and technology integration challenges. In fact, LatinX communities in rural areas are less likely to have access to educational resources and language supports available to LatinX communities in urban centers. This project will help address these inequities by engaging rural librarians, bilingual science communicators, polar scientists, and a technical team to create a series of five bilingual virtual reality (VR) experiences to enhance STEM understanding and appreciation. Project researchers will create a new channel for disseminating polar science, working first with rural Latinx communities in Wisconsin to create a new network between rural communities and university researchers. Involving rural librarians in the co-design of instruction process will produce new ways for rural libraries to engage their local communities and their growing Latinx populations with polar science learning experiences. Each of the five VR experiences will focus on a different area of research, using the captivating Arctic and Antarctic environments as a central theme to convey science. VR is a particularly powerful and apt approach, making it possible to visit places that most cannot experience first-hand while also learning about the wide range of significant research taking place in polar regions. After design, prototyping and testing are finished, the VR experiences will be freely available for use nationally in both rural and urban settings. Public engagement with science creates a multitude of mutual benefits that result from a better-informed society. These benefits include greater trust and more reasoned scrutiny of science along with increased interest in STEM careers, many of which have higher earning potential. The project team will partner with 51 rural libraries which are valued community outlets valuable outlets to improve science literacy and public engagement with science. The effects of this project will be seen with thousands of community members who take part in the testing of prototype VR experiences during development and scaled engagement through ongoing library programs utilizing the final VR experiences for years to come.
This project will create new informal STEM learning assessment techniques through combining prior efforts in the areas of educational data mining for stealth assessment and viewpoint similarity metrics through monitoring gaze direction. Results of the project contribute to the field of educational data mining (EDM), focusing on adopting its methods for VR learning experiences. EDM is a process of using fine grained interaction data from a digital system to support educationally relevant conclusions and has been applied extensively to intelligent tutors and more recently, educational videogames. This project will continue building on existing approaches by expanding to include the unique affordances of VR learning media, specifically gaze. The project will focus on predicting user quitting as well as assessing key learning goals within each experience and triangulate these predictive models with user observations and post-experience surveys. The eventual application of this foundational research would address the problem in assessing a learner using measures external to the experience itself (i.e., surveys) and instead provide new methods that instrument learners using only data generated by their actions within the learning context. These techniques will provide a new means for evaluating informal learning in immersive technology settings without need for explicit tagging. The findings from this project will enable a greater understanding of the relationship between a user’s experience and their learning outcomes, which may prove integral in the creation of educational interventions using VR technology.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments. This project is also supported by the Office of Polar Programs.
This one-year Collaborative Planning project seeks to bring together an interdisciplinary planning team of informal and formal STEM educators, researchers, scientists, community, and policy experts to identify the elements, activities, and community relationships necessary to cultivate and sustain a thriving regional early childhood (ages 3-6) STEM ecosystem. Based in Southeast San Diego, planning and research will focus on understanding the needs and interests of young Latino dual language learners from low income homes, as well as identify regional assets (e.g., museums, afterschool programs, universities, schools) that could coalesce efforts to systematically increase access to developmentally appropriate informal STEM activities and resources, particularly those focused on engineering and computational thinking. This project has the potential to enhance the infrastructure of early STEM education by providing a model for the planning and development of early childhood focused coalitions around the topic of STEM learning and engagement. In addition, identifying how to bridge STEM learning experiences between home, pre-k learning environments, and formal school addresses a longstanding challenge of sustaining STEM skills as young children transition between environments. The planning process will use an iterative mixed-methods approach to develop both qualitative and quantitative and data. Specific planning strategies include the use of group facilitation techniques such as World Café, graphic recording, and live polling. Planning outcomes include: 1) a literature review on STEM ecosystems; 2) an Early Childhood STEM Community Asset Map of southeast San Diego; 3) a set of proposed design principles for identifying and creating early childhood STEM ecosystems in low income communities; and 4) a theory of action that could guide future design and research. This project is funded by the Advancing Informal STEM Learning program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments.
This special report describes NSF INCLUDES (Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science), a comprehensive initiative to enhance U.S. leadership in science and engineering discovery and innovation by proactively seeking and effectively developing science, technology, engineering and mathematics (STEM) talent from all sectors and groups in our society. By facilitating partnerships, communication and cooperation, NSF aims to build on and scale up what works in broadening participation programs to reach underserved populations
These slides were presented at the NSF Advancing Informal STEM Learning (AISL) Principal Investigators' Meeting held in Bethesda, MD from February 29-March 2, 2016. The presentation describes NSF INCLUDES, a funding opportunity that leverages collective impact strategies to broaden participation in STEM.
This proposed Communicating Research to Public Audiences (CRPA) project outlines a pathway for communicating how climate change can affect a watershed area that supplies water for a specific region. The educational platforms will address the geology of the Caldera along with meteorology, ecology and hydrology. The project will focus on the ongoing scientific research processes and the impact of climate change to the physical system as well as to the citizens who depend on this resource. Partners in this endeavor include New Mexico EPSCOR, the University of New Mexico, the Valles Caldera National Preserve, the New Mexico Museum of Natural History and Science, Santa Fe Productions and Tim Aydelott Productions. The project team will create a PBS television documentary in English and Spanish, including a Native American Jemez Pueblo storyteller who will describe the natural environment of the Caldera. The team will also create a YouTube channel with updatable clips, a Facebook fan page, and a climate change exhibit. The evaluation will include front-end and summative components, and will be conducted by Minnick & Associates and Elsa Bailey Consulting. The intended impact of this CRPA is to educate the public about the importance of the Caldera in securing the region's water supply and how climate changes could impact their lives. Further, aspects of the multidisciplinary science used in this research will be described with the goal of encouraging more young people from the region to choose STEM careers.
ResearchLink: Spotlight on Solar Technologies was a Collaborative Research Connecting Researchers and Public Audiences (CRPA) Project led by the Oregon Museum of Science and Industry and Portland State University, funded by the NSF AISL program from 2012-2014. This poster was presented at the 2014 AISL PI Meeting in Washington, DC.
DATE:
TEAM MEMBERS:
Portland State University and Oregon Museum of Science and IndustryLauren (Russell) MorenoCarl Wamser
This CRPA award will address the science behind solar energy, its capture, measurements, and uses. It is a collaborative effort between scientists at Portland State University (PSU) and the Oregon Museum of Science and Industry (OMSI). Materials for the OMSI staff will be prepared by the scientists and the OMSI staff will work with the scientists on making presentations to the public. OMSI will translate information from the exhibits, displays, and presentations into Spanish to engage the Hispanic population. Scientific café?s will be part of this engagement. The PI and OMSI museum have had a working relationship for some time adding to the potential success of the project. The PI and his colleagues at PSU have a major effort going in research on photonic science suggesting that this engagement can continue to be updated as the time goes on. The project will be evaluated by the well established evaluation group at OMSI. Further, Spanish speaking public will be embraced with this material as will rural residents from traveling exhibits and displays.
The New York Hall of Science is overseeing a complex, four-year applied research and traveling exhibit development project on "precursor concepts" to the theory of evolution. These concepts pertain to key ideas about life -- variation, inheritance, selection, and time (VIST) -- and are organized around the principle that living things change over time. The central research question is: Can informal, museum-based interventions prepare young children (5 -12) to understand the scientific basis of evolution by targeting their intuitive pre-evolutionary concepts? The work involves many collaborators -- museum personnel around the country, university researchers, exhibit designers and evaluators, web designers, the Association of Science-Technology Centers and a number of advisors in the biological sciences, psychology and in informal and formal education. The products include applied research studies that will add to the conceptual change knowledge base in cognitive psychology, a 1,000 square-foot exhibit plus discovery boxes, a section on the UC-Berkeley Understanding Evolution web site, extensive on site and online staff training opportunities for participating museums and others, several dissemination activities including two research symposia, and bilingual (English and Spanish) exhibit materials and family guides. The project is positioned as a new model in informal science education for integrating research, development and evaluation, with applicability beyond the life sciences to other STEM fields.
The National Center for Interactive Learning (NCIL) at the Space Science Institute (SSI), in collaboration with the Colorado Clinical and Translational Studies Institute (CTSCI), and Colorado Area Health Education Centers (AHECs), requests support for Discover Health/Descubre la Salud (DH/DS). The bilingual (English/Spanish) project will include an interactive library exhibit supported by media and community education resources to engage underserved communities in learning about their cardiovascular and digestive systems, and how to keep them healthy. The project will target underserved communities, including rural and Latino communities, working through libraries and community institutions. The project will use a strategic combination of bilingual, interactive exhibits presented at libraries and community health fairs and festivals, career events, family nights, science camps, and mini-med schools, to engage students, families, and adults in these important health issues. Project PI Robert Russell, Senior Education Associate at NCIL, and NCIL Founder Co-PI Dusenbery, Founder of NCIL, will direct the project. Dr. Jack Westfall, who will direct the Community Engagement Core of CCTSI and also directs Colorado AHECS, he will direct their subaward. An outstanding advisory committee includes biomedical researchers, community health educators, librarians, and informal science educators. They will provide expertise on biomedical science content and help guide the project's implementation. Knight Williams, Inc., a highly experienced media and community evaluation firm, will conduct the full required project evaluation.