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
The Montana Girls STEM Collaborative brings together organizations and individuals throughout Montana who are committed to informing and motivating girls to pursue careers in STEM – Science, Technology, Engineering and Mathematics. The Collaborative offers professional development, networking and collaboration opportunities to adults who offer and/or support STEM programs for girls and other youth typically under-represented in STEM. The vision of Montana Girls STEM is that every young person in Montana has the opportunity to learn about STEM careers and feels welcome pursuing any dream they
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TEAM MEMBERS:
Suzi TaylorRay CallawayCathy Witlock
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.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program 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 goal of this project is to make 21st century quantum science comprehensible and engaging to non-expert informal adult learners. This project has strong potential to add new knowledge about the public's perception and understanding of quantum physics. This scientific content is often difficult for informal audiences to grasp, and there are relatively few accessible learning resources for a non- professional audience. The development of this online, interactive resource with short animations, graphics, and simulations has strong potential to fill this gap. It will develop a visually driven online resource to engage non-expert audiences in understanding the basics of quantum physics. The web design will be modular, incorporating many multimedia elements and the structure will be flexible allowing for future expansion. All content would be freely available for educational use. There is potential for extensive reach and use of the resources by informal adult learners online as well as learners in museums, science centers, and schools. Project partners are the Joint Quantum Institute at the University of Maryland and the National Institute of Standards and Technology, College Park. An independent evaluation of the project will add new knowledge about informal learners' perceptions and/or knowledge about quantum science and technology. An initial needs assessment via focus groups with the general public will be designed to find out more about what they already know about quantum physics topics and terminology, as well as what they want to know and what formats they prefer (games, simulations, podcasts, etc.). In person user testing will be used with early versions of the project online resource using a structured think-aloud protocol. Later in year 1 and 2, online focus groups with the general public will be conducted to learn what they find engaging and what they learned from the content. Iterative feedback from participants during the formative stage will guide the development of the content and format of the online resources. The Summative Evaluation will gather data using a retrospective post-survey embedded with a pop-up link on the Atlas followed by interviews with a subset of online users. Google Analytics will be used to determine the breadth and depth of their online navigation, what resources they download, and what websites they visit afterward. A post-only survey of undergraduate and graduate students who participated in resource development will focus on changes in students' confidence around their science communication skills and level of quantum physics understanding.
The Art of Science Learning, Phase 2 was an NSF-funded research and development project to investigate the value of incorporating arts-based learning techniques in STEM-related group innovation processes. The project team created a new, arts-infused innovation curriculum in consultation with leading national practitioners in the arts, creativity, and innovation, then deployed that curriculum in “innovation incubators” in San Diego, Chicago, and Worcester (Mass.) in partnership with informal STEM institutions in those cities. At each incubator, diverse members of the public (from high school
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TEAM MEMBERS:
Peter LinettSteve ShewfeltNicole BaltazarNnenna OkekeDreolin FleisherEric LaPlantMadeline SmithChloe Chittick PattonSarah LeeHarvey Seifter
resourceprojectProfessional Development, Conferences, and Networks
The Center for Advancement of Informal Science Education (CAISE), a cooperative agreement with the National Science Foundation Advancing Informal STEM Learning (AISL) program, is a partnership of the Association of Science-Technology Centers with faculty and professionals from the University of Pittsburgh Center for Learning in Out-of-School Environments (UPCLOSE), Oregon State University (OSU), the Great Lakes Science Center, KQED Public Media, advisors and other collaborators. CAISE works to support and resource ongoing improvement of, and NSF investments in, the national infrastructure for informal Science Technology Engineering and Mathematics (STEM) education. CAISE's roles are to build capacity and support continued professionalization for the field by fostering a community that bridges the many varied forms in which informal STEM learning experiences are developed and delivered for learners of all ages. To that end, CAISE activities also include: creating field-driven evidence databases about the impacts of informal STEM education; facilitating federated searches of those databases; furthering dialogue and knowledge transfer between learning research and practice; working to enhance the quality and diversity of evaluation knowledge and processes; and helping STEM researchers improve their efforts in informal STEM education, outreach and communication. For Principal Investigators (PIs) and potential PIs, CAISE provides resources that can assist in the development of evidence-based proposals. It also facilitates and strengthens networks through PI meetings, communications, and other methods that encourage sharing of deliverables, practices, outcomes and findings across projects. For the AISL Program at NSF, CAISE is assisting program officers in understanding the portfolio of awards, identifying the portfolio's impacts in key areas, and integrating the program's investments in education infrastructure.
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.
This pathways project would refine and test a game based on the Kinect technology gaming tool to teach seismology concepts in an informal education setting and how they apply to phenomenon in other STEM fields. The game will be developed as a companion tool to the "Quake Catcher Network" a low-cost network of seismic sensors in schools, homes and offices world-wide and tie-ins with seismology programs such as the great California ShakeOut with a participant base of 8.6 million. The project design would select three new learning modules, chosen by a group of scientists and educators, to incorporate into the game and evaluate player experience and knowledge gain. The activities will be conducted at a partner test site, an aquarium, frequented by area youth 8 - 12 years old. The focus of the effort is to add to the knowledge of how gaming can be used effectively in informal learning environments The game places the player as a scientist, allowing the player to make decisions about seismic station deployment strategies following an earthquake, installing the sensors and monitoring incoming data. The game has levels of difficulty and players accrue points by acting swiftly and correctly. Learning goals for the project include making abstract math concepts understandable; involve participants in data collection and the process of scientific investigation, plus demonstrate how scientists and mathematicians use tools of their fields to address real-world issues.
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.
The Balboa Park Cultural Partnership, in collaboration with several informal science education and other cultural and business organizations in San Diego, Chicago, and Worcester, MA are implementing a research and development project that investigates a range of possible approaches for stimulating the development of 21st Century creativity skills and innovative processes at the interface between informal STEM learning and methods for creative thinking. The goal of the research is to advance understanding of the potential impacts of creative thinking methods on the public's understanding of and engagement with STEM, with a focus on 21st Century workforce skills of teens and adults. The goal of the project's development activities is to experiment with a variety of "innovation incubator" models in cities around the country. Modeled on business "incubators" or "accelerators" that are designed to foster and accelerate innovation and creativity, these STEM incubators generate collaborations of different professionals and the public around STEM education and other STEM-related topics of local interest that can be explored with the help of creative learning methodologies such as innovative methods to generate creative ideas, ideas for transforming one STEM idea to others, drawing on visual and graphical ideas, improvisation, narrative writing, and the process of using innovative visual displays of information for creating visual roadmaps. Hosting the project's incubators are the Balboa Park Cultural Partnership (San Diego), the Museum of Science and Industry (Chicago) and the EcoTarium (Worcester, MA). National partners are the Association of Science-Technology Centers, the American Association for the Advancement of Science, and the Americans for the Arts. Activities will include: the formation and collaborative processes of three incubator sites, a research study, the development of a creative thinking curriculum infused into science education, professional development based on the curriculum, public engagement events and exhibits, a project website and tools for social networking, and project evaluation. A national advisory council includes professionals in education, science, creativity, and business.
Expanding on the encouraging outcomes of an NSF-funded conference, this three-year project led by the National Center for Science and Civic Engagement at Harrisburg University of Science and Technology, in collaboration with the Koshland Science Museum of the National Academy of Sciences, will explore and evaluate ways to support new collaborations between professionals in institutions of higher education and informal STEM education around areas of common interest. The primary goal is to develop the educational infrastructure to grow and efficiently sustain multiple cross-organizational partnership activities at the intersection of learning about science, society and civic engagement around such possible topics as energy, environment, genetics, earth resources, computers and ethics, nanotechnology, etc. The initiative is: 1) creating a joint organizing "secretariat" to provide communications and support through low-cost shared services for at least six partnerships around the country; 2) providing partnership support and technical assistance to seed the six national partnerships, and 3) sharing evaluation and analysis services across all the partnerships. The outcomes of the work pertain to improvements in professional knowledge and practice in higher education and informal science education, as well as the improvement of learning by undergraduates and by the general public.
Portal to the Public: Expanding the National Network (PoP: ENN) is implementing around the county the successful NSF-funded Portal to the Public model in which researchers are trained to communicate and interact with the general public at informal science education (ISE) institutions about the research that they are conducting. The project, which follows on a thorough evaluation of the model at eight sites and current implementation at an additional fifteen sites, will incorporate twenty new ISE sites into the growing network, provide training and mentorship to ISE professionals on the use and adaptation of the PoP implementation manual and toolkits, and develop an enhanced network website that will serve as a communication and innovation hub. The work is responsive to the needs and activities of ISE organizations which continue to expand their missions beyond presenting to the public established science, technology, engineering and math (STEM) and are working to become places where visitors can also experience the process and promise of current research via face-to-face interactions with researchers. The project is expanding both the kind and number of institutions involved around the country and is facilitating their capacity to develop a knowledge base, share experiences and best practices.