Sense-making with data through the process of visualization—recognizing and constructing meaning with these data—has been of interest to learning researchers for many years. Results of a variety of data visualization projects in museums and science centers suggest that visitors have a rudimentary understanding of and ability to interpret the data that appear in even simple data visualizations. This project supports the need for data visualization experiences to be appealing, accommodate short and long-term exploration, and address a range of visitors’ prior knowledge. Front-end evaluation
As the world is increasingly dependent upon computing and computational processes associated with data analysis, it is essential to gain a better understanding of the visualization technologies that are used to make meaning of massive scientific data. It is also essential that the infrastructure, the very means by which technologies are developed for improving the public's engagement in science itself, be better understood. Thus, this AISL Innovations in Development project will address the critical need for the public to learn how to interpret and understand highly complex and visualized scientific data. The project will design, develop and study a new technology platform, xMacroscope, as a learning tool that will allow visitors at the Science Museum of Minnesota and the Center of Science and Industry, to create, view, understand, and interact with different data sets using diverse visualization types. The xMacroscope will support rapid research prototyping of public experiences at selected exhibits, such as collecting data on a runner's speed and height and the visualized representation of such data. The xMacroscope will provide research opportunities for exhibit designers, education researchers, and learning scientists to study diverse audiences at science centers in order to understand how learning about data through the xMacroscope tool may inform definitions of data literacy. The research will advance the state of the art in visualization technology, which will have broad implications for teaching and learning of scientific data in both informal and formal learning environments. The project will lead to better understanding by science centers on how to present data to the public more effectively through visualizations that are based upon massive amounts of data. Technology results and research findings will be disseminated broadly through professional publications and presentations at science, education, and technology conferences. 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. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The project is driven by the assumption that in the digital information age, being able to create and interpret data visualizations is an important literacy for the public. The research will seek to define, measure, and advance data visualization literacy. The project will engage the public in using the xMacrocope at the Science Museum of Minnesota and at the Center of Science and Industry's (COSI) science museum and research center in Columbus, Ohio. In both museum settings the public will interact with different datasets and diverse types of visualizations. Using the xMacroscope platform, personal attributes and capabilities will be measured and personalized data visualizations will be constructed. Existing theories of learning (constructivist and constructionist) will be extended to capture the learning and use of data visualization literacy. In addition, the project team will conduct a meta-review related to different types of literacy and will produce a definition with performance measures to assess data visualization literacy - currently broadly defined in the project as the ability to read, understand, and create data visualizations. The research has potential for significant impact in the field of science and technology education and education research on visual learning. It will further our understanding of the nature of data visualization literacy learning and define opportunities for visualizing data in ways that are both personally and culturally meaningful. The project expects to advance the understanding of the role of personalization in the learning process using iterative design-based research methodologies to advance both theory and practice in informal learning settings. An iterative design process will be applied for addressing the research questions by correlating visualizations to individual actions and contributions, exploring meaning-making studies of visualization construction, and testing the xMacroscope under various conditions of crowdedness and busyness in a museum context. The evaluation plan is based upon a logic model and the evaluation will iteratively inform the direction, process, and productivity of the project.
In December the Science Museum will open Mathematics: The Winton Gallery. The new gallery tells mathematical stories in relation to a broad spectrum of fundamental human concerns. One of the key exhibits is a newly acquired machine for modelling storm surges in the North Sea. Designed by Japanese engineer Shizuo Ishiguro, the object offers a way to explore the far-reaching impact and relevance of mathematical work.
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
This pathways project will study how audiences in public spaces, in this case those in a museum setting, relate to and make sense of large data displays. The project is preliminary to development of a traveling, hands-on exhibition enabling users to create and utilize representations of big data displays such as maps and charts. As the test case, the project will use science maps that provide an overview of science generally and specific areas of STEM, charting and exploring the history and future of science and technology. The data collection portion of the project will take place at the New York Hall of Science, the Marian Koshland Science Museum, COSI in Columbus, Ohio, and WonderLab Museum in Bloomington, Indiana. The project will create a foundation for the design of museum exhibits and educational programs that teach museum visitors how to explore, engage and make better sense of big data. The project is potentially transformative because big data is becoming ubiquitous and making sense out of large data displays is necessary in order to understand big data sets.
The Virginia Institute of Marine Science (VIMS) and The Watermen's Museum, Yorktown, VA, will produce an underwater robotics research and discovery education program in conjunction with time-sensitive, underwater archeological research exploring recently discovered shipwrecks of General Cornwallis's lost fleet in the York River. The urgency of the scientific research is based upon the dynamic environment of the York River with its strong tidal currents, low visibility, and seasonal hypoxia that can rapidly deteriorate the ships, which have been underwater since 1781. Geophysical experts believe that further erosion is likely once the wrecks are exposed. Given the unknown deterioration rate of the shipwrecks coupled with the constraints of implementing the project during the 2011-2012 school-year, any delays would put the scientific research back at least 18 months - a potentially devastating delay for documenting the ships. The monitoring and studying of the historic ships will be conducted by elementary through high school-aged participants and their teachers who will collect the data underwater through robotic missions using VideoRay Remotely Operated Vehicles (ROVs) and a Fetch Automated Underwater Vehicle (AUV) from a command station at The Watermen's Museum. Students and teachers will be introduced to the science, mathematics, and integrated technologies associated with robotic underwater research and will experience events that occur on a real expedition, including mission planning, execution, monitoring, and data analysis. Robotic missions will be conducted within the unique, underwater setting of the historical shipwrecks. Such research experiences and professional development are intended to serve as a key to stimulating student interest in underwater archeological research, the marine environment and ocean science, advanced research using new technologies, and the array of opportunities presented for scientific and creative problem solving associated with underwater research. A comprehensive, outcomes-based formative and summative, external evaluation of the project will be conducted by Dr. L. Art Safer, Loyola University. The evaluation will inform the project's implementation efforts and investigate the project's impact. The newly formed partnership between the Waterman's Museum and VIMS will expand the ISE Program's objectives to forge new partnerships among informal venues, and to expand the use of advanced technologies for informal STEM learning. Extensive public dissemination during and after the project duration, includes but is not limited to, hosting an "Expedition to the Wrecks" web portal on the VIMS BRIDGE site for K-12 educators providing real-time results of the project and live webcasts. The website will be linked to the education portal at the Association for Unmanned Vehicle Systems International, the world's largest organization devoted to promoting unmanned systems and to the FIRST Robotics community through the Virginia portal. The website will be promoted through scientific societies, the National Marine Educators Association, National Science Teachers Association, and ASTC. Links will be provided to the Center for Archeological Research at the College of William and Mary and the Immersion Presents web portal--consultants to Dr. Bob Ballard's K-12 projects and JASON explorations. The NPS Colonial National Historic Park and the Riverwalk Landing will create public exhibits about the shipwreck's archeological and scientific significance, and will provide live observation of the research and the exploration technologies employed in this effort.
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)
Young people's participation in informal STEM learning activities can contribute to their academic and career achievements, but these connections are infrequently explicitly recognized or cultivated. More systemic approaches to STEM education could allow for students' experiences of formal and informal STEM learning to be aligned, coordinated, and supported across learning contexts. This Science Learning+ planning project brings together stakeholders in two digital badge systems--one in the US and one in the UK--to plan for a study to identify the specific structural features of the systems that may allow for the alignment of learning objectives across institutions. Digital badge systems may offer an inventive solution to the challenge of connecting and building on youth's STEM-related experiences in multiple learning contexts. When part of a defined system, badges could be used to represent and communicate evidence of individual learning, as well as provide youth and educators with evidence-supported indicators for other activities in the system that might be interesting or valuable. Properly designed and supported badge systems could transmit critical information within a network of informal STEM programs and schools that (1) recognize context-dependent, interest-driven learning and (2) provide opportunities to explore those interests across multiple settings. This project advances the field of informal STEM learning in two ways. First, the project documents and analyzes the processes by which two small groups of informal science education organizations and schools negotiate the meaning and value of badges, as proxies for learning objectives, and how they decide to recognize badges awarded by other institutions. This process builds capacity within the target systems while also beginning to identify the institutional, cultural, and material capacity issues that facilitate or constrain the alignment process. Second, the project conducts a pilot study with a small number of youth in the US and UK to investigate factors associated with an individual youth's likelihood of: a) identifying badges of interest; b) connecting the activities of various badge systems to each other and to non-badging institutions, such as school or industry; c) determining which badges to pursue; and d) persisting in a particular badge pathway. Findings from this pilot study will help identify institution- and individual-level factors that might be associated with advancing student interest and progression in STEM fields. Deepening and validating the understanding of those factors and their relative impact on student experiences and outcomes will be the focus of investigations in future studies.
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James DiamondNew York City Hive Learning NetworkMOUSEDigitalMeKatherine McMillan
Based on the number of visitors annually, zoos and aquariums are among the most popular venues for informal STEM learning in the United States and the United Kingdom. Most research into the impacts of informal STEM learning experiences at zoos and aquariums has focused on short-term changes in knowledge, attitudes and behaviors. This Science Learning+ project will identify the opportunities for and barriers to researching the long-term impacts of informal STEM learning experiences at zoos and aquariums. The project will address the following overarching research question: What are and how do we measure the long-term impacts of an informal STEM learning experience at a zoo and aquarium? While previous research has documented notable results, understanding the long-term impacts of zoo and aquarium learning experiences will provide a deeper and more nuanced understanding of the impact of these programs on STEM knowledge, skills and application. This study will use a participatory process to identify: (1) the range of potential long-term impacts of informal science learning experiences at zoos and aquariums; (2) particular activities that foster these impacts; and (3) opportunities for and barriers to measuring those impacts. First, an in-depth literature review will document previous research efforts to date within the zoo and aquarium community. Second, a series of consultative workshops (both in-person and online) will gather ideas and input from practitioners, researchers, and other stakeholders in zoo and aquarium education. The consultative workshops will focus on two questions in particular: (1) What are the different types and characteristics of informal science learning experiences that take place at zoos and aquariums? and (2) What are the long-term impacts zoos and aquariums are aiming to have on visitors in relation to knowledge, attitudes, skills and behaviors/actions? Finally, visitor surveys at zoos and aquariums in the US and UK will be conducted to gather input on what visitors believe are the long-term impacts of an informal STEM learning opportunity at a zoo or aquarium. The data gathered through all of these activities will inform the design of a five-year, mixed-methods study to investigate long-term impacts and associated indicators of an informal STEM learning experience at a zoo or aquarium. One of the aims of the five-year study will be to test instruments that could eventually be used by the global zoo and aquarium community to measure the long-term impacts of informal STEM learning programs. Designing tools to better understand the long-term impacts of informal STEM learning at zoos and aquariums will contribute to our ability to measure STEM learning outcomes. Additional benefits include improved science literacy and STEM skills amongst visitors over time and an understanding of how education programs contribute to wildlife conservation worldwide.
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TEAM MEMBERS:
Brian JohnsonStanford UniversityLancaster UniversitySarah ThomasNicole ArdoinMurray Saunders
This multiplatform media and science center project is designed to engage audiences in humanity's deepest questions like the nature of love, reality, time and death in both scientific and humanistic terms. Project deliverables include 5 hour-long radio programs for broadcast on NPR stations, public events/museum exhibits at the Exploratorium in San Francisco, kiosks in venues throughout the city, and a social media engagement campaign. The audience of the project is large and diverse using mass media and the internet. But the project will specifically target young, online, and minority audiences using various strategies. The project is designed to help a diverse audience understand the impact of new scientific developments as well as the basic science, technology, engineering and math needed to be responsible, informed citizens. Innovative elements of the project include the unique format of the radio programs that explore complex topics in an engaging and compelling way, the visitor engagement strategy at the Exploratorium, and the social media strategy that reaches niche audiences who might never listen to the radio broadcasts, but find the podcasts and blogs engaging. The Exploratorium will be opening a new building in 2013 and will include exhibits and programs that are testing grounds for this project. This is a new model that aligns the radio content with exhibitions, social media, and in person events at the Exploratorium, providing a unique holistic approach. The project is designed to inspire people to think and talk about science and want to find out more. The evaluation will measure the impacts on the targeted audiences reached by each of the key delivery methods. Data will be collected using focus groups; intercept interviews with people in public places, and longitudinal panels. The focus will be on 5 targeted audiences (young adults, families with children, non-NPR listeners, underrepresented minorities, and adults without college experience). This comprehensive evaluation will likely contribute important knowledge to the field based on this multiple-platform collaborative model.
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.