Education stakeholders from advocates to developers are increasingly recognizing the potential of science games in advancing student academic motivation for and interest in science and science careers. To maximize this potential, the project will use science games (e.g. Land Science, River City, and EcoMUVE), shown to be enjoyable to students and proven to promote student learning in science at the middle school level. Through a two-phase process, games will be used as vehicles for learning about ways to change how students think about science and potentially STEM careers. The goal of the intervention is to explore which processes and design features of science games will actually help students move beyond a temporary identity of being a scientist or engineer (as portrayed while playing the game) to one where students began to see themselves in real STEM careers. Students' participation will be guided by teams of teachers, faculty members, and graduate students from Drexel University and a local school. All science students attending the local inner city middle school in Philadelphia, PA, will participate in the intervention.
Using an exploratory mixed-method design, the first two years of the project will focus on exploring, characterizing, coding, and analyzing data sets from three large games designed to help students think about possible careers in science. During year 3, the project will integrate lessons learned from the first two years into the existing middle school science curriculum to engage students in a one-year intervention using PCaRD (Play Curricular activity Reflection Discussion). During the intervention, the PI will work with experts from Drexel University and a local school to collect data on the design features of Land Science to capture identity change in the science identity of the participating students. Throughout the course of year 3, the PI will observe, video, interview, survey, and use written tasks to uncover if the Land Science game is influencing students' identity in any way (from a temporary to a long-term perspective about being a scientist or engineer). Data collected during three specified waves during the intervention will be compared to analyses of existing logged data through collaborations with researchers at Harvard University and the University of Wisconsin-Madison. These comparisons will focus on similar middle-aged science students who used the same gaming environments as the students involved in this study. However, the researcher will intentionally look for characteristics related to motivation, science knowledge, and science identity change.
This project will integrate research and education to investigate learning as a process of change in student science identity within situated environmental contexts of digital science gameplay around curricular and learning activities. This integrated approach will allow the researcher to explore how gaming is inextricably linked to the student as an individual while involved in the learning of domain specific content in science. The collaboration among major university and school partners; the expertise of the researcher in educational psychology, educational technology, and science games; and the project's advisory board makes this a real-life opportunity for the researcher to use information that naturally exists in games to advance knowledge in the field about the value of gaming to changing students' science identities. It also responds to reports by the National Research Council committee on science learning and computer games, which identifies games as having the potential to catalyze new approaches to science learning.
Creating Museum Media for Everyone is an NSF-funded collaborative project of the Museum of Science, the WGBH National Center for Accessible Media, Ideum, and Audience Viewpoints, to further the science museum field's understanding of ways to research, develop, and evaluate digital interactives that are inclusive of all people. As a part of this effort to enable museums to integrate more accessible media into their exhibits to make them more welcoming and educational for visitors with disabilities as well as general audiences, this paper provides an overview of approaches to media accessibility
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.
Kinetic City After School is a project supported by a prior NSF award that has produced over 80 activities in areas typical of after school activities such as computer games/simulations, hands-on activities, active play, and art and writing. This pathways project, KC Empower, will redesign and test five activities of the 80 activities currently developed by Kinetic City using a new approach to increase the representation of children and youth with disabilities in informal science settings. The project will test how universal design principles can be integrated with new technologies, not available when most after school STEM content was created, to address the needs of students with disabilities. The technologies used in the redesign include advanced mobile platforms and applications; search engines that sift through audio, image and video files; gaming input devices that respond to body movements; and information restructuring that allows multiple representations of content. The project will test how universal design guidelines will work with new technologies, in the short-term providing hands-on activities more accessible to students with disabilities, while increasing access for all students. The project is expected to lead to a full scale development project that will update all modules in Kinetic City After School. The target audience is 3rd - 5th grade students. The hypothesis of the project is that designing for disability can strengthen activities designed to increase science knowledge. Rather than making accommodations for persons with disabilities, it is the environment and design that are disabled, and it is better educational practice to rethink the activity from the point of view of all learners, including those with disabilities. Thus the use of universal design will address how best to present material for all users while influenced by the challenges presented by disabled users. The project includes the Coalition for Science After School, the Center for Applied Special Technology and the Afterschool Alliance.
The University of Southern California (USC) will build on prior work to test a robust model for assessing player content engagement and social interactions within an augmented reality game (ARG). In partnership with No Mimes Media, USC will use machine learning algorithms to make automated player inferences to customize game play. The content focus of the game will span a range of STEM disciplines, with a special emphasis on earth science content and scientific investigation & experimentation reasoning. High school youth from underserved communities in Los Angeles will be recruited to participate in the endeavor. This pathways project will use various "rabbit hole" techniques to attract freshmen and sophomore students from partner charter schools to the online game. The rabbit hole strategies may include cryptic posters, inquisitive signs, & SQR codes strategically placed in plain and open view of the target group. The game will be fully accessible to the target group online. During the ARG experience, youth players will encounter STEM concepts and scientific problems. Antagonistic characters will promulgate scientific misconceptions and nonscientific reasoning and challenge players to employ their scientific knowledge and skills to level-up, gain badges, and move through the game. As game play persists, machine learning algorithms will gather data on the players learning competencies and social interactions within the game. These data will be aggregated and analyzed to assess learning and interactions within the ARG environment. Additional analyses will be conducted by the mixed methods approach the external evaluation group, CRESST, will employ for the project formative and summative evaluations. Approximately 300 youth, within the target grade levels, are expected to participate in the gaming experience. However, given that access to the game and assessment tools will expand beyond the target group, the potential reach of the project could be much greater. Further, the stated aim of the project is not only to produce a scalable model for broad implementation but it also endeavors to provide puppetmasters with research and assessment tools to create more individualized experiences and improved learning outcomes for players within ARG environments.
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TEAM MEMBERS:
Yu-Han ChangJihie KimRajiv Maheswaran
The University of California, Davis Tahoe Environmental Research Center (TERC), UC Davis W.M. Keck Center for Active Visualization in the Earth Sciences (KeckCAVES), ECHO Lake Aquarium and Science Center (ECHO), UC Berkeley Lawrence Hall of Science (LHS), and the Institute for Learning Innovation (ILI) will study how 3-D visualizations can most effectively be used to improve general public understanding of freshwater lake ecosystems and Earth science processes through the use of immersive three-dimensional (3-D) visualizations of lake and watershed processes, supplemented by tabletop science activity stations. Two iconic lakes will be the focus of this study: Lake Tahoe in California and Nevada, and Lake Champlain in Vermont and New York, with products readily transferable to other freshwater systems and education venues. The PI will aggregate and share knowledge about how to effectively utilize 3-D technologies and scientific data to support learning from immersive 3-D visualizations, and how other hands-on materials can be combined to most effectively support visitor learning about physical, biological and geochemical processes and systems. The project will be structured to iteratively test, design, and implement 3-D visualizations in both concurrent and staggered development. The public will be engaged in the science behind water quality and ecosystem health; lake formation; lake foodwebs; weather and climate; and the role and impact of people on the ecosystem. A suite of publicly available learning resources will be designed and developed on freshwater ecosystems, including immersive 3-D visualizations; portable science stations with multimedia; a facilitator's guide for docent training; and a Developer's Manual to allow future informal science education venues. Project partners are organized into five teams: 1) Content Preparation and Review: prepare and author content including writing of storyboards, narratives, and activities; 2) 3-D Scientific Visualizations: create visualization products using spatial data; 3) Science Station: plan, design, and produce hands-on materials; 4) Website and Multimedia: produce a dissemination strategy for professional and public audiences; 4) Evaluation: conduct front-end, formative, and summative evaluation of both the 3-D visualizations and science activity stations. The summative evaluation will utilize a mixed methods approach, using both qualitative and quantitative methods, and will include focus groups, semi-structured interviews, web surveys, and in-depth interviews. Leveraging 3-D tools, high-quality visual displays, hands-on activities, and multimedia resources, university-based scientists will work collaboratively with informal science education professionals to extend the project's reach and impact to an audience of 400,000 visitors, including families, youth, school field trip groups, and tourists. The project will implement, evaluate, and disseminate knowledge of how 3-D visualizations and technologies can be designed and configured to effectively support visitor engagement and learning about physical, biological and geochemical processes and systems, and will evaluate how these technologies can be transferred more broadly to other informal science venues and schools for future career and workforce development in these critical STEM areas.
Researchers at the American Association of Variable Star Observers, the Living Laboratory at the Boston Museum of Science, and the Adler Planetarium are studying stereoscopic (three-dimensional or 3D) visualizations so that this emerging viewing technology has an empirical basis upon which educators can build more effective informal learning experiences that promote learning and interest in science by the public. The project's research questions are: How do viewers perceive 3D visualizations compared to 2D visualizations? What do viewers learn about highly spatial scientific concepts embedded in 3D compared to 2D visualizations? How are viewers\' perceptions and learning associated with individual characteristics such as age, gender, and spatial cognition ability? Project personnel are conducting randomized, experimental mixed-methods research studies on 400 children and 1,000 adults in museum settings to compare their cognitive processing and learning after viewing two-dimensional and three-dimensional static and dynamic images of astronomical objects such as colliding galaxies. An independent evaluator is (1) collecting data on museum workers' and visitors' perceived value of 3D viewing technology within museums and planetariums and (2) establishing a preliminary collection of best practices for using 3D viewing technology based on input from museum staff and visitors, and technology creators. Spatial thinking is important for learning many domains of science. The findings produced by the Two Eyes, 3D project will researchers' understanding about the advantages and disadvantages of using stereoscopic technology to promote learning of highly spatial science concepts. The findings will help educators teach science in stereoscopic ways that mitigate problems associated with using traditional 2D materials for teaching spatial concepts and processes in a variety of educational settings and science content areas, including astronomy.
Researchers and practitioners in the US and the UK, organized by Twin Cities Public Television in collaboration with co-PIs from Indiana University and the University of Bradford in the UK, will develop a research agenda focused on understanding how participation by youth in various online environments, called "affinity spaces," can promote and enable new approaches to informal STEM learning. Affinity spaces provide opportunities for youth to develop deep interest and engagement in specific topics as well as to interact in groups with others who share common interests. By focusing on affinity spaces, this Science Learning+ project will contribute to the collective understanding of how digital media supports STEM learning. Of particular interest is the potential of these spaces to offer multiple interest-driven trajectories, opportunities to learn with others, and paths toward becoming authentic participants in the discussions. Specifically, the collaborators will: (1) produce a literature review on affinity spaces and informal science learning; (2) organize and convene a two-day workshop to review and refine primary research questions; and (3) produce a white paper summarizing outcomes. Affinity spaces have the ability to connect millions of learners. Developing a research agenda to learn how these spaces can involve youth in experiences across the entire spectrum of STEM disciplines promises to reveal new ways to enhance and enrich the entire ecosystem of informal science learning. In addition, the project will enhance the international research and education infrastructure by facilitating collaborations among researchers in the U.S. and the UK who work at the frontiers of social media and learning.
This project examines the design principles by which computer-based science learning experiences for students designed for classroom use can be integrated into virtual worlds that leverage students' learning of science in an informal and collaborative online environment. GeniVille, developed and studied by the Concord Consortium, is the integration of Geniverse, a education based game that develops middle school students' understanding of genetics with Whyville, developed and studied by Numedeon, Inc., an educational virtual word in which students can engage in a wide variety of science activities and games. Genivers has been extensively researched in its implementation in the middle school science classroom. Research on Whyville has focused on how the learning environment supports the voluntary participation of students anywhere and anytime. This project seeks to develop an understanding of how these two interventions can be merged together and to explore mechanisms to create engagement and persistence through incentive structures that are interwoven with the game activities. The project examines the evidence that students in middle schools in Boston learn the genetics content that is the learning objective of GeniVille. The project uses an iterative approach to the modification of Geniverse activites and the Whyville context so that the structured learning environment is accessible to students working collaboratively within the less structured context. The modification and expansion of the genetics activities of the project by which various inheritance patterns of imaginary dragons are studied continues over the course of the first year with pilot data collected from students who voluntarily engage in the game. In the second year of the project, teachers from middle schools in Boston who volunteer to be part of the project will be introduced to the integrated learning environment and will either use the virtual learning environment to teach genetics or will agree to engage their students in their regular instruction. Student outcomes in terms of engagement, persistence and understanding of genetics are measured within the virtual learning environment. Interviews with students are built into the GeniVille environment to gauge student interest. Observations of teachers engaging in GeniVille with their students are conducted as well as interviews with participating teachers. This research and development project provides a resource that blends together students learning in a computer simulation with their working in a collaborative social networking virtual system. The integration of the software system is designed to engage students in learning about genetics in a simulation that has inherent interest to students with a learning environment that is also engaging to them. The project leverages the sorts of learning environments that make the best use of online opportunities for students, bringing rich disciplinary knowledge to educational games. Knowing more about how students collaboratively engage in learning about science in a social networking environment provides information about design principles that have a wide application in the development of new resources for the science classroom.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative resources for use in a variety of settings. Nationally, the US has a shortage of computer scientists; a big part of this problem is that girls are discouraged from learning computer science at a very young age. This project tries to address this problem by creating a videogame specifically oriented towards getting middle school girls interested in learning computer science concepts outside traditional programming classes. Based on evidence that stories provide a compelling way to present complicated technical subjects and that girls in particular respond to technology careers as a way to help others, the project is building a videogame called "Gram's House" in which social workers intend to move a fictional grandmother to a retirement home unless the player can outfit her home with sufficient technology for her to remain independent. Solving puzzles in the game requires learning core computer science concepts. Research studies will be conducted to determine whether the videogame is effective at getting girls interested in computer science, at teaching computer science concepts, and whether using stories makes videogames more effective for learning. This project based on an earlier successful prototype uses an iterative research-based design process including paper prototyping, playtesting, and focus groups (N=20) to create age appropriate activities, based on the CS Unplugged series, that support learning concepts from the Data, Internet, Algorithms, and Abstraction sections of the high-school level CS Principles curriculum. A quantitative, quasi-experimental design will be used to determine the overall effectiveness of teaching CS concepts under three types of game conditions: (a) games alone, (b) games with fictional settings, and (c) games with stories. A novel assessment instrument will be developed to assess content learning and qualitative observation using a standard observation protocol will be used to gauge interest and engagement. 70-80 middle school girls will be recruited for afterschool participation in the study in two states. As part of the dissemination efforts, a facilitator's guide, rule book, and materials such as maps and storyboards will be created and shared with the game. In addition, a workshop for computer science and other teachers who are interested in using games to teach CS concepts will be conducted.
This poster was presented at the 2014 AISL PI Meeting in Washington, DC. It describes a project that will expand the functions and applications of FieldScope, a web-based science information portal currently supported by the National Geographic Society (NGS). The goal is to create a single, powerful infrastructure for Public Participation in Science Research (PPSR) projects that any organization can use to create their own project and support their own community of participants.
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National Geographic SocietyMary Ford
Creating Museum Media for Everyone (CMME), a National Science Foundation (NSF) Enhanced Pathways Grant, held a five-day workshop in May 2012 that brought together 55 museum professionals and accessibility experts in fields such as formal science and special education, technology product development, gaming, accessible technologies, and universal design and Universal Design for Learning. The overarching purpose was to help launch the work of the core team from the Museum of Science (MOS), the WGBH National Center for Accessible Media (NCAM), Ideum, and Audience Viewpoints in developing the next