Focusing on climate change and its impact on coastal zones and marine life, Visualizing Change will build educator capacity in the aquarium community and informal science education field. Building on NOAA datasets and visualizations, we will provide interpreters with strategic framing communication tools and training using the best available social and cognitive research so that they can become effective climate change educators. Objectives are to (1) Develop and test four exemplary interpretive "visual narratives" that integrate research-based strategic communication with NOAA data visualization resources; (2) Test the application of the visual narratives in a variety of geographic regions, institution types (aquarium, science center, etc.), and using multiple technology platforms (Science on a Sphere, Magic Planet portable globe display, iPad/tablets, and video walls); (3) Build a professional development program for climate change interpretation with data visualization; and (4) Leverage existing networks for dissemination and peer support.
Purpose: The United States (U.S.) has traditionally produced the world’s top research scientists and engineers, leading to breakthrough advances in science and technology. Despite the importance of STEM careers, many U.S. students are not graduating with strong STEM knowledge, skills or interests, and the percentage of students prepared for or pursuing STEM degrees or careers is declining. Research shows that the decreased interest in STEM typically begins in the middle school years, pose significant academic and social challenges for students. This project will develop a web-based game teach 6th to 8th students key scientific inquiry skills, along with the academic mindsets and learning strategies to facilitate engagement and effective science learning.
Project Activities: The researchers will create a prototype by mapping key Next Generation Science Standards and learning goals with concepts and content, and producing a game design document. Following completion of the prototype, the researchers will finalize the server architecture, create the core code systems, concept art, and develop a prototype in order to simulate the final user experience. Iterative refinements will be conducted as needed at major production milestones until the game is fully functional. Once development is complete, the research team will assess the usability and feasibility, fidelity of implementation, and the promise of the game to improve outcomes in a pilot study. In this study, 200 students in 10 classes will participate, with 5 of the classrooms randomly assigned to use the game and 5 who will proceed as normal. All students will complete pre- and post- program surveys assessing their academic mindsets, learning strategies, and science skills.
Product: This project will develop SciSkillQuest, a web-based multiplayer game intended to teach middle school students scientific inquiry skills and to foster academic growth mindsets in science. Students will pursue quests, employing inquiry skills to navigate and succeed in the game, including Questioning, Modeling, Investigating, Analyzing, Computing, Explaining, Arguing, and Informing. The game will include different paths to a solution, role playing elements, immersive narratives, challenge-based progressions, and peer collaboration to engage players. The growth mindset message — that ability and skill are developed through effort and learning — will be introduced and reinforced through feedback by embedded in-game characters. The games will be supplemental to the curriculum but will also be designed to be integrated within instructional practice. The game will be available for mobile devices as well as web browsers.
Purpose: In the most recent National Assessment of Educational Progress only 17% of 8th grade students performed at or above the proficient level in U.S. history. One way to engage students in learning history is to create history learning resources that are designed to be relevant and appealing to young people's interests and regular activities. Surveys find that almost all teenage boys and girls play digital games, and the majority of teens play daily. This project will leverage the potential of games and technology to engage students and increase history skills and content knowledge.
Project Activities: The team, consisting of graphic artists, content specialists, computer scientists, and programmers, will initially create wireframes and a functional game prototype. Following feedback from a group of students and teachers on the user-interface, the team will produce an online tablet app. Iterative refinements will be conducted at major production milestones until the intervention is fully functional. Once development is complete, the researchers will assess the usability and feasibility, fidelity of implementation, and the promise of the product to improve outcomes in a pilot study. The study will include 200 8th grade students in eight classrooms. Four classrooms will be assigned to play to game as part of the curriculum over three to five class periods, and four classrooms will be taught the same historical content using the business as usual curriculum without the game. Each group will complete pre- and post- assessments to assess differences in history knowledge and skills.
Product: This project team will develop a tablet-based interactive role-playing game that immerses 5th through 9th grade students in the history of the Great Depression. The game will provide players an experiential understanding of the hardships that beset Americans in the 1930s and their strategies for survival, as individuals and as a nation. Features of the game will include story-based immersive narrative missions where student's decisions continually drive the action, tips and hints for students who are struggling in the game, writing tools, and interactive maps. The game will can be integrated within a course or used as a supplement. A teacher dashboard will be developed to facilitate the use of the game within classroom settings. Finally, the final product will include upgrades to existing games, including City of Immigrants and the The Hardest Times. The upgrades will publish these games to tablets and will include deeper in-game assessment opportunities.
Purpose: An estimated 5 to 8% of elementary school students have some form of memory or cognitive deficit that inhibits learning basic math. Researchers have identified several areas where children with math learning difficulties struggle. These include a strong sense of number facts to quickly and accurately perform operations on single digit numbers, the use of strategies to solve problems which have not yet been memorized, a sense to figure out whether or not an answer is reasonable, and self-monitoring to assess one's own efficacy and understanding. To support students with math learning difficulties in grades 1 to 4, this project team will develop a series of apps for touch-screen tablets that encourage single digit operational fluency, conceptual understanding, strategy awareness, and self-understanding.
Project Activities: During Phase I project in 2012, the research team developed a prototype of the single digit addition game, following an iterative process incorporating feedback from teachers and students having difficulty with math. Nineteen students participated in a pilot study, and the researchers found that the prototype functioned well and that users were engaged by the game. In Phase II, the team will build and refine the back end system, design and develop the teacher website, and create content for games in subtraction, multiplication, and division. Researchers will carry out a pilot test of the usability and feasibility, fidelity of implementation, and promise of the game to improve learning. Students in first to fourth grade identified by teachers as having the greatest difficulty with math will participate in the pilot study. Half of the 120 students participating in the pilot study will be randomly selected to play the game as a supplement to classroom learning whereas the other half will not have access. Students in the control group will be provided the games at the end of the study. Analyses will compare pre- and post-test math scores.
Product: The web-based game, MathFacts, will include a series of apps for touch-screen tablet computers to support math learning for 1st to 4th grade students with major or sometimes intractable learning difficulties. In the game, students will learn content through mini-lessons, engage with problems in practice and speed rounds, and then receive formative feedback on their performance. Students will use and manipulate blocks, linker tubes, number lines, and interact with engaging pedagogical agents such as parrots and sloths. Students will set goals, advance to more challenging levels, and engage in competition. The game will be self-paced and will provide individualized formative assessment scaffolding when students do not know the answer to a question. A teacher management system will support professional development and will produce reports to guide instruction. The intended outcomes from gameplay will include increased fluency, conceptual understanding, strategy awareness, self-assessment, and motivation of basic math.
Purpose: There is concern about a decline in mathematics achievement scores among U.S. students during the middle school years. For example, while 4th grade U.S. students rank 8th overall on an international mathematics comparison, by 10th grade U.S. student's drop significantly to 25th in the same comparison. Some researchers posit that much of this decline relates to how math is taught in the U.S. and with how students become less engaged as learners in middle school. The purpose of this project is to develop a web-based game to engage 7h grade students in a narrative-based story which will apply learning of content and skills aligned to the Common Core State Standards (CCSS) in mathematics.
Project Activities: During Phase I in 2012, the team developed a functioning prototype and conducted usability and feasibility research with fourteen 7th grade students. Researchers found that the prototype functioned as intended and that students were highly engaged while playing the game. In Phase II, the team will develop a fully-functional user interface with animated characters, interactivity across student users, narrative scripts and accompanying art assets, 36 problem sets, and student and teacher dashboards and databases. After development is complete, a pilot study will examine the usability and feasibility, fidelity of implementation, and the promise of the game to improve math learning. The study will include 120 students in 6 classrooms in three schools, with one classroom per school randomly assigned to use the game and the other half assigned to a business-as-usual control. Analyses will compare student scores on pre and post mathematics measures.
Product: Empires is a web-based game that addresses 36 pre-algebra Common Core State Standards in mathematics for 7th and 8th grades. The game follows a storyline in a recreation of an ancient empire which is at the brink of agricultural revolution and of becoming a trade economy. As students play the game, they engage in math-focused activities to drive the action, such as taxing citizens to learn ratios and proportions, allocating resources to learn percentages, and measuring the distance and time between a neighboring empire by applying the principles of the Pythagorean Theorem. As a socially networked game, students will interact with other students in the class to complete trades that lead to encounters with different math problems. The game will include two helpful, funny, advisors who will scaffold learning through mathematical discourse, arguing over the next most important thing to do. The game design architecture will work on a wide range of computers, including desktops and iPads. A teacher's guide and companion website will provide guidance to classroom activities that complement the game.
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.
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.
Making Stuff Season Two is designed to build on the success of the first season of Making Stuff by expanding the series content to include a broader range of STEM topics, creating a larger outreach coalition model and a “community of practice,” and developing new outreach activities and digital resources. Specifically, this project created a national television 4-part miniseries, an educational outreach campaign, expanded digital content, promotion activities, station relations, and project evaluation. These project components help to achieve the following goals: 1. To increase public understanding that basic research leads to technological innovation; 2. To increase and sustain public awareness and excitement about innovation and its impact on society; and 3. To establish a community of practice that enhances the frequency and quality of collaboration among STEM researchers and informal educators. These goals were selected in order to address a wider societal issue, and an important element of the overall mission of NOVA: to inspire new generations of scientists, learners, and innovators. By creating novel and engaging STEM content, reaching out to new partners, and developing new outreach tools, the second season of Making Stuff is designed to reach new target audiences including underserved teens and college students crucial to building a more robust and diversified STEM workforce pipeline. Series Description: In this four-part special, technology columnist and best-selling author David Pogue takes a wild ride through the cutting-edge science that is powering a next wave of technological innovation. Pogue meets the scientists and engineers who are plunging to the bottom of the temperature scale, finding design inspiration in nature, and breaking every speed limit to make tomorrow's "stuff" "Colder," "Faster," "Safer," and "Wilder." Making Stuff Faster Ever since humans stood on two feet we have had the basic urge to go faster. But are there physical limits to how fast we can go? David Pogue wants to find out, and in "Making Stuff Faster," he’ll investigate everything from electric muscle cars and the America’s cup sailboat to bicycles that smash speed records. Along the way, he finds that speed is more than just getting us from point A to B, it's also about getting things done in less time. From boarding a 737 to pushing the speed light travels, Pogue's quest for ultimate speed limits takes him to unexpected places where he’ll come face-to-face with the final frontiers of speed. Making Stuff Wilder What happens when scientists open up nature's toolbox? In "Making Stuff Wilder," David Pogue explores bold new innovations inspired by the Earth's greatest inventor, life itself. From robotic "mules" and "cheetahs" for the military, to fabrics born out of fish slime, host David Pogue travels the globe to find the world’s wildest new inventions and technologies. It is a journey that sees today's microbes turned into tomorrow’s metallurgists, viruses building batteries, and ideas that change not just the stuff we make, but the way we make our stuff. As we develop our own new technologies, what can we learn from billions of years of nature’s research? Making Stuff Colder Cold is the new hot in this brave new world. For centuries we've fought it, shunned it, and huddled against it. Cold has always been the enemy of life, but now it may hold the key to a new generation of science and technology that will improve our lives. In "Making Stuff Colder," David Pogue explores the frontiers of cold science from saving the lives of severe trauma patients to ultracold physics, where bizarre new properties of matter are the norm and the basis of new technologies like levitating trains and quantum computers. Making Stuff Safer The world has always been a dangerous place, so how do we increase our odds of survival? In "Making Stuff Safer," David Pogue explores the cutting-edge research of scientists and engineers who want to keep us out of harm’s way. Some are countering the threat of natural disasters with new firefighting materials and safer buildings. Others are at work on technologies to thwart terrorist attacks. A next-generation vaccine will save millions from deadly disease. And innovations like smarter cars and better sports gear will reduce the risk of everyday activities. We’ll never eliminate danger—but science and technology are making stuff safer.
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TEAM MEMBERS:
WGBH Educational FoundationPaula Apsell