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.
Moving Beyond Earth Programming: “STEM in 30” Webcasts. The Smithsonian’s National Air and Space Museum (NASM) will develop nine “STEM in 30” webcasts which will be made available to teachers and students in grades 5-8 classrooms across the country. The primary goal of this program is to increase interest and engagement in STEM for students. Formative and summative evaluations will assess the outcomes for the program, which include the following:
Increased interest in STEM and STEM careers, Increased understanding of science, technology, engineering and mathematics (STEM), Increased awareness and importance of current and future human space exploration, and Increased learning in the content areas.
This series of live 30-minute webcasts from the National Air and Space Museum and partner sites focus on STEM subjects that integrate all four areas. The webcasts will feature NASA and NASM curators, scientists, and educators exploring STEM subjects using museum and NASA collections, galleries, and activities. During the 30-minute broadcasts, students will engage with museum experts through experiments and activities, ask the experts questions, and answer interactive poll questions. After the live broadcasts, NASM will also archive the webcasts in an interactive “STEM in 30” Gallery.
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.
This paper lays out a theory of (re-)generative learning to explain how families and communities socialize young learners into thinking like scientists and mathematicians. Cultural communities and their families orient their young in varied ways toward the language, behaviors, and self-theories about the future presupposed in the learning of science and mathematics. Certain socialization processes and norms correspond closely with those that scientists and artists use in laboratories, studios, and rehearsals. Certain norms of politeness and patterns of language differ significantly from habits
The institution is The Ohio State University at Lima, the university partners are the University of North Carolina at Greensboro and Fayetteville State University. It's About Discovery is a unique partnership to engage students and teachers in critical thinking skills in STEM content areas. The Ford Partnership for Advanced Studies (PAS) new science curriculum is the foundation for the project which will include over 700 students and 20-25 teachers. While the primary focus is on students, throughout the life of the project all teachers will participate in professional development focusing on the PAS units to ensure the quality teaching and understanding of the content. Technology will be integrated throughout the program to enable students to create inquiry based projects across state lines and for teachers to continue their professional development opportunities. Community partners will serve as mentors, host field trips, and engage in on-line conversations with students. An interactive website will be created for both teachers and students. The focus is on 8th grade science as it relates to STEM careers, 9th grade physical science and 10th science and mathematics. We are implementing a new Ford PAS curriculum module, Working Towards Sustainability, which comprises of four modules: We All Run on Energy, Energy from the Sun, Is Hydrogen a Solution? and The Nuclear Revolution. Teachers across states will engage in a new professional development model. Students will create projects through on-line conversations. A website will be created for project participants and the ITEST community. These hands-on, inquiry-based learning experiences engage students and prepare and encourage them to pursue science, engineering, and technology in high school and beyond. All PAS curricula use real world experiences, open-ended problems and result in real world applications. Assessments are on-going and inquiry driven. Teamwork and on-line resources and research are built into the curriculum design. The evaluation consists of a multi-method pre-post design. Teachers complete a Pre Survey at the beginning of the program and then again at the end of the school year. Students complete a Pre Survey at the beginning of the school year and a post survey at the end of the school year. In addition, teachers share students' scores on curriculum assessments completed throughout the year, including student scores on the Comprehensive Adult Student Assessment System's (CASAS) Assessment of Critical Thinking in Science writing tasks.
In 2012, Concord Evaluation Group (CEG) conducted an evaluation of the impact of Peep and the Big Wide World (Peep) resources on Spanish-speaking families with preschool-aged children. The three-pronged evaluation included a National Family Study in which 112 Spanish-speaking families who used the Peep resources were compared to Spanish-speaking families who did not use the Peep resources. It also included an In-Depth Family Study -- an experiment conducted in the metro Boston area in which 36 Spanish-speaking families who used the Peep resources were compared to Spanish-speaking families who
In 2004, WGBH received partial funding from the National Science Foundation to create Einstein's Big Idea, a two-hour docudrama on Einstein and the history of the formula E=mc2. Based on the book E=mc2, A Biography of the World's Most Famous Equation by David Bodanis, the program highlights the stories of those who helped develop the key concepts that make up the equation, with a particular focus on how Einstein pulled together these concepts to create E=mc2. Through these stories, Einstein's Big Idea focuses on four themes that served as learning goals for the project. The four themes are: (1
This project will create and study Kids' Survey Network as an exemplar of a new, replicable model of informal learning called an apprenticeship network. The project will develop the data literacy of future learners, workers, and citizens by empowering participants aged 11-14 to develop survey projects to address their own questions about local community issues. Research on the project will illuminate core questions relating to the design and potential impact of the apprenticeship network, including social and motivational dynamics, community and technology-based scaffolding, educational game genres, and conditions of effective use. The project deliverables include four components: (1) a web-based community of practice; (2) a common set of tools; (3) a suite of learning games and tutorials; and (4) structures for tiered, team-based advancement. Tertl Studios LLC and MIT's Education Arcade will develop the learning games, SRI International will conduct the evaluation, leading regional and national informal education organizations will provide test bed sites, and professional survey research organizations will provide technical and volunteer assistance.
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TEAM MEMBERS:
Elizabeth RoweDiana NunnaleyChristopher Hancock
The University of Central Florida Media Convergence Laboratory, New York Hall of Science, and the Queens Museum of Art are developing a 3-D, multi-user virtual environment (MUVE) of the 1964/65 New York World's Fair. Virtual fairgoers of all ages will be immersed in an accurately modeled historical world with more than 140 pavilions on science, technology, engineering, and mathematics (STEM) disciplines and an array arts and humanities exhibits. The virtual world can be freely explored through self-designed avatars, and avatar-led guided tours. Discovery Points throughout the virtual environment will afford opportunities for in-depth engagement in STEM topics that will empower participants to explore the broader consequences of technological innovations. The centerpiece of user-generated content is FutureFair, an area where online users can create and share their personal visions of the future. Interconnections reaches beyond its virtual component through its partnership with the New York Hall of Science and the Queens Museum of Art, which are both situated in the heart of Queens in Flushing Meadows Corona Park, a 1255 acre urban park that hosted the 1939/1940 and 1964/65 Fairs. The New York Hall of Science will provide face-to-face youth workshops that employ problem-based learning. Single and multi-session programs will connect adolescents to STEM content presented at the Fair through the virtual world environment. Participants will create multimedia content for inclusion in the project's website. Multi-touch interactive stations at the Queens Museum of Art will enhance their NY World's Fair Exhibit Hall by empowering visitors to individually or collectively explore various STEM topics and the symbiotic relationships between STEM and the humanities, and by serving as an attractor for visitors to the online Fair exploration. The project will be completed in time for the 50th Anniversary celebration of the 1964 World's Fair. Building upon prior research on learning in virtual worlds, the project team will investigate how STEM concepts are advanced in a simulated multi-user virtual environment and studying the effectiveness of using Virtual Docents as enhancements to the informal learning process. The research and development deliverables have strong potential to advance the state of informal science education, research on modeling and simulation in virtual world development, and education research. Michigan Technological University will conduct the project formative and summative evaluations.
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TEAM MEMBERS:
Lori WaltersMichael MoshellCharles HughesEileen Smith