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.
Northeastern University will design, test, and study GrACE, a procedurally generated puzzle game for teaching computer science to middle school students, in partnership with the Northeastern Center for STEM Education and the South End Technology Center. The Principal Investigators will study the effect of computer generated games on students' development of algorithmic and computational thinking skills and their change of perception about computer science through the game's gender-inclusive, minds-on, and collaborative learning environment. The teaching method has potential to significantly advance the state of the art in both game-based learning design and yield insights for gender-inclusive teaching and learning that could have broad impact on advancing the field of computer science education. Development and evaluation of GrACE will consist of two, year-long research phases, each with its own research question. The first, design and development, phase will focus on how to design a gender-inclusive, educational puzzle game that fosters algorithmic thinking and positive attitude change towards computer science. The content generator will be created using Answer Set Programming, a powerful approach that involves the declarative specification of the design space of the puzzles. The second phase will be an evaluation that studies, by means of a mixed-methods experimental design, the effectiveness of incorporating procedural content generation into an educational game, and specifically whether such a game strategy stimulates and improves minds-on, collaborative learning. Additionally, the project will explore two core issues in developing multiplayer, collaborative educational games targeted at middle school students: what typical face-to-face interactions foster collaborative learning, and what gender differences exist in how students play and learn from the game. The project will reach approximately 100 students in the Boston area, with long-term goals of reaching students worldwide, once the game has been tested with a local audience. Results of the project will yield a new educational puzzle game that can teach algorithmic thinking and effect attitude change regarding computer science. Through the process of creating a gender-inclusive game to teach computer science, it will provide guidelines for future educational game projects. Beyond these individual project deliverables, it will improve our understanding of the potential for procedural content generation to transform education, through its development of a new technique for generating game content based on supplying educational objectives.
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TEAM MEMBERS:
Northeastern UniversityGillian SmithCasper Harteveld
Virtual Missions and Exoplanets (vMAX) will develop and test a three-dimensional, virtual world environment that will engage middle school students and educators from high-poverty schools in NASA-related exoplanet mission simulations. The Patricia and Phillip Frost Museum of Science will serve as the lead institution, in partnership with the following institutions: U.S. Space and Rocket Center, New York Hall of Science, Chabot Space & Science Center, and Sci-Port: Louisiana¹s Science Center; Aimee Weber Studios will be responsible for virtual exhibit fabrication, and WestEd will serve as the project¹s formative and summative evaluator. The overall goal of the project is to create a NASA resource on exoplanet astronomy that will engage students, educators, and the general public in NASA¹s search for worlds beyond our own. The project aims to increase underserved students¹ engagement in STEM, knowledge of exoplanet missions, and awareness of NASA-related careers; and advance the growing body of knowledge on the use of virtual world technologies to provide opportunities for students to participate in NASA Mission-related science teaching and learning. The project will result in the development of vMAX world, a virtual world with simulations related to exoplanet astronomy designed for use as the core content of a 30-hour out-of-school learning experience for middle school students. An Educator Implementation Guide will be developed and made available online for download by secondary school teachers and science museum educators. In addition, an interactive, multiuser exhibit kiosk, utilizing the simulations created for vMAX world, will be developed and made available to interested Visitor Centers, museums and planetariums.
Bridging Earth and Mars (BEAM): Engineering Robots to Explore the Red Planet engages the general public and K-8 students in exhibits and programs designed to foster awareness of robotic technology, computer programming, and the challenges and opportunities inherent in NASA missions and S-STEM careers. The Saint Louis Science Center (SLSC) of St. Louis, Missouri is the lead institution and project site; partners include Washington University in St. Louis, Saint Louis University, the St. Louis regional FIRST Robotics organization, and the Challenger Learning Center-St. Louis. Project goals are to: 1) inform, engage, and inspire the public to appreciate NASA’s Mission by sharing findings and information about NASA’s missions to Mars; 2) ignite interest in S-STEM topics and careers for diverse K-8 students; and, 3) encourage students in grades 6-8 to sustain participation in educational experiences along the S-STEM careers pipeline. The SLSC will design and build a Martian surface and panorama where two rovers can be remotely controlled. Visitors in the McDonnell Planetarium will use controllers to program rover exploration of the Martian landscape in real-time. Visitors in SLSC’s Cyberville gallery, located one-quarter mile away across a highway-spanning enclosed bridge, will program the second rover with simulated time lag and view its movements via a two-way camera system. SLSC will organize and host a series of Innovation Workshops for K-8 students, each featuring teamwork-building engineering challenges from current and updated NASA-based science curricula. Participants will be recruited from SLSC community partners, which include community centers and faith-based programs for underserved families.
The Mars Exploration Exhibit is a new public exhibition designed to provide experiential learning opportunities for students, educators and the public while inspiring greater excitement about space science. The exhibit emphasizes the importance of STEM education and careers through practical application and inquiry-based learning. Space Center Houston, the official visitor center of Johnson Space Center, is creating the new Mars landscape simulation in partnership with the Houston Independent School District and University of Houston Clear Lake. The exhibit will offer interactive science education activities that will be delivered through distance learning and onsite instruction at Space Center Houston. Utilizing research-based practices in both formal and informal learning environments, the project will help to attract and retain students in science, technology, engineering and mathematics. It will also foster life-long learning and enthusiasm toward the promise of space science and innovation. This unique exhibit will enable students and Space Center Houston’s more than 800,000 annual visitors to increase their knowledge of Earth science and apply their learning to the Mars environment. The exhibit will also highlight the role NASA missions serve in scientific innovation. The project will build the capacity of the Greater Houston community and school-based organizations to engage girls, minorities and other underrepresented students in STEM learning. It will offer in-depth science education for low-performing and gifted/talented students, ultimately bridging achievement gaps, increasing student performance and cultivating greater interest in science. Project outcomes will include: a 1,500-square-foot Mars landscape exhibition; interactive video presentations highlighting water recovery and other environmental processes; a standards-based learning curriculum aligned with Texas Essential Knowledge and Skills (TEKS ) and National Science Standards; and a menu of K-12 experiential learning activities focused on water, air, renewable energy and other critical science topics.
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TEAM MEMBERS:
Janet BrownMelanie JohnsonPaul SpanaMeg Naumann
Living Liquid is a full-scale development project that will develop and research a new genre of science exhibit that engage visitors in inquiry with large scientific datasets through interactive visualizations. Building on findings from a prior pathways project, Living Liquid will develop three interactive visualizations on a multi-touch Viz Table with a tangible user interface. Each visualization will support visitors in the exploration of a dataset provided by the project’s science partners: 1) Plankton Patterns will show how the ocean is defined by regions of microscopic life using data from the MIT Darwin Project; 2) Ocean Tracks will reveal the “highways” large marine creatures travel with data from the TOPP project at Stanford University; and 3) Genetic Rhythms will follow the activity of marine creatures’ genes in response to environmental conditions based on data from the Center for Microbial Oceanography Research and Education (C-MORE). Through an iterative process of collaborative research and development among museum professionals, educational researchers, computer scientists, marine biologists, data artists and interaction designers, this project seeks to: (1) Advance public understanding of ocean ecosystems and large data inquiry skills through the development of a Viz Table. (2) Advance STEM professionals’ knowledge of how to engage the public in inquiry with visualizations through an educational research study. (3) Increase the capacity of STEM professionals (both ISE developers and research scientists) to develop visualizations through a collaborative development process that includes graduate student training and residencies.
Brigham Young University and the University of Maryland, in partnership with the Smithsonian Institution, the Computer History Museum, and NASA, plus leading game designers, educators, scientists, and researchers, will conduct research on the design and development of two large-scale Alternate Reality Games (ARGs) based on deep-time science in astrobiology, astrophysics, and interplanetary space travel. The project will iteratively design and test two distinct types of ARGs (closed- and open-ended) to study the effects of these ARGs on STEM learning. The ARGs will be based upon the Next Generation Science Standards (NGSS), affording learners with intensive, self-driven, and scaffolded scientific learning and will be aimed at attracting girls and other groups historically underrepresented in science and technology. Each ARG will be designed by NASA scientists, educators and education researchers, and game-based learning experts and will be highly interactive: engaging learners in collaborative investigations in real and virtual worlds to collect scientific data, conduct data analysis, and contribute scientific evidence that will help solve scientific questions within a science-based narrative derived from real world problems that will develop learners' computational thinking skills in a collaborative, participatory virtual learning environment. Combining data from web and social media analytics, player interviews, surveys, and user-generated content, researchers, and evaluation experts at UXR who will provide an outcomes-based evaluation, including front-end, formative, remedial, and summative evaluations, will establish the properties of ARGs that most effectively advance informal STEM learning outcomes. By comparing open-ended and closed-ended ARGs, the PIs will be able to assess the relative strengths and weaknesses of two distinct approaches to Alternate Reality Game design. The project team will test the hypothesis that open-ended, user-generated content will support inquiry-based learning, peer-to-peer learning, and life-wide and life-deep learning, while close-ended, narrative-rich ARGs will support specific transfer of STEM knowledge, collaboration, and problem solving. To help ensure that the games appeal to their target audiences, the project team will adopt co-design methods, enlisting the creative input of participating teens at each stage of the design process. Supplementary materials and lesson plans developed in close consultation with teachers, librarians, teens, and external stakeholders will enable the ARGs to be widely and effectively used as a model in museums, classrooms, libraries, and after-school programs. The proposed ARGs represent a unique environment to test learning principles that enable players to bridge their learning through transmedia across multiple contexts and test the effects of collaboration with massive numbers of concurrent players. As a result, the project should yield insights on how learning principles can be adopted and re-appropriated for emerging learning environments, including those that that might be crowd-sourced. The research is well grounded in the literature and the PIs do an excellent job of mapping ARG design principles to the pertinent learning science research, providing a clear sense of the particular affordances of the genre that should lead to new understandings. The approach has profound implications for the way we might teach the next generation of students. The ability to mix problem solving and learning in virtual spaces with experiences and data derived from the physical world could dramatically change how we understand the role of technology in education.
This research and development project explores the mechanisms that initiate and support innovation in early childhood education, especially in combining informal learning via public media and technology with teacher and family interactions to maximize children's math learning. Deliverables include 27 episodes of Peg+Cat, an animated math adventure series on PBS, 8 related online games and apps, summer math institutes and school-year training for preschool/Head Start teachers, and complementary activities and resources to support parent's knowledge and practice and student's engagement, interest, and learning of foundational math concepts. The research agenda will test several hypotheses regarding the strategies to extend teacher's math content knowledge and pedagogy and parent/ caregiver's understanding and valuing of math. A key question will focus on how coupled learning opportunities (professional development for teachers, transmedia, and support for families) enable and sustain children's engagement and learning in math. Formative evaluation of the media components will use focus groups of 3-5 year olds to assure develerables are engaging and accessible. The summative evaluation by Rockman et al will focus on how well the project met its overall goals including the project implementation, and impacts on Head Start teachers, parents/caregivers, and preschoolers. The project's transmedia deliverables will reach millions of preschoolers through daily PBS broadcasts and online games and apps. Fifty Head Start teachers will participate in the two-year professional development program and will be using new content knowledge and pedagogy to teach 550 Head Start children in southwest Pennsylvania and engage their parents/caregivers. The Head Start infrastructure will provide further dissemination of the project's findings and resources.
SciGirls CONNECT is a broad national outreach effort to encourage educators, both formal and informal, to adopt new, research-based strategies to engage girls in STEM. SciGirls (pbskids.org/scigirls) is an Emmy award-winning television program and outreach program that draws on cutting-edge research about what engages girls in science, technology, engineering and math (STEM) learning and careers. The PBS television show, kids' website, and educational outreach program have reached over 14 million girls, educators, and families, making it the most widely accessed girls' STEM program available nationally. SciGirls' videos, interactive website and hands-on activities work together to address a singular but powerful goal: to inspire, enable, and maximize STEM learning and participation for all girls, with an eye toward future STEM careers. The goal of SciGirls is to change how millions of girls think about STEM. SciGirls CONNECT (scigirlsconnect.org) includes 60 partner organizations located in schools, museums, community organizations and universities who host SciGirls clubs, camps and afterschool programs for girls. This number is intended grow to over 100 by the end of the project in 2016. SciGirls CONNECT provides mini-grants, leader training and educational resources to partner organizations. Each partner training session involves educators from a score of regional educational institutions. To date, over 700 educators have received training from over 250 affiliated organizations. The SciGirls CONNECT network is a supportive community of dedicated educators who provide the spark, the excitement and the promise of a new generation of women in STEM careers. Through our partner, the National Girls Collaborative Project, we have networked educational organizations hosting SciGirls programs with dozens of female role models from a variety of STEM fields. The SciGirls CONNECT website hosts monthly webinars, a quarterly newsletter, gender equity resources, SciGirls videos and hands-on activities. SciGirls also promotes the television, website and outreach program to thousands of elementary and middle school girls and their teachers both locally and nationally at various events.
In this full-scale research and development project, Oregon State University (OSU), Oregon Sea Grant (OSG) and the Hatfield Marine Science Center Visitors Center (HMSCVC) is designing, developing, implementing, researching and evaluating a cyberlaboratory in a museum setting. The cyberlaboratory will provide three earth and marine science learning experiences with research and evaluation interwoven with visitor experiences. The research platform will focus on: 1) a climate change exhibit that will enable research on identity, values and opinion; 2) a wave tank exhibit that will enable research on group dynamics and problem solving in interactive engineering challenges; and 3) remote sensing exhibits that will enable research on visitor interactions through the use of real data and simulations. This project will provide the informal science educaton community with a suite of tools to evaluate learning experiences with emerging technologies using an iterative process. The team will also make available to the informal science community their answers to the following research questions: For the climate change exhibit, "To what extent does customizing content delivery based on real-time visitor input promote learning?" For the wave tank exhibit, "To what extent do opportunities to reflect on and share experiences promote STEM reasoning processes at a build-and-test exhibit?" For the data-sensing exhibit, "Can visitors' abilities to explain or use visualizations be improved by shaping their visual searches of images?" Mixed-methods using interviews, surveys, behavioral instruments, and participant observations will be used to evaluate the overall program. Approximately 60-100 informal science education professionals will discuss and test the viability of the exhibit's evaluation tools. More than 150,000 visitors, along with community members and local middle and high school students, will have the opportunity to participate in the learning experiences at the HMSCVC. This work contributes to the fields of cyberlearning and informal science education. This project provides the informal science education field with important knowledge about learning, customized content delivery and evaluation tools that are used in informal science settings.
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. This project will develop and study a cyber-enhanced informal learning environment to improve observational practices and classification skills among citizen scientists. The project will focus on the taxonomic identification skills needed by volunteers to provide high-quality data for water quality monitoring of local streams, lakes, estuaries, wetlands, and ground water resources. To make the task of identifying freshwater insects easier and more engaging, the project will develop an innovative educational resource, the Macroinvertebrate Identification Training Environment, that will use zoomable high-resolution images, interactive media, and annotations of diagnostic features to improve perceptual skills. The goal is to increase the confidence and accuracy of volunteers engaged in identification tasks, while also increasing the reliability and quality of the data they are generating for purposes of scientific research and conservation efforts. This interdisciplinary design research and development project will use networked gigapixel image technology to create a visual environment where users can move seamlessly from full panoramic views of macroinvertebrates to extreme close-ups, with embedded text, images, graphics, audio, and video at various locations and zoom levels. This system will be developed in concert with a cognitive apprenticeship training model designed through a series of design studies. The design studies will be conducted over a two-year period and will include examination of the distinguishing features of various biomonitoring programs, reviews of existing training materials and strategies, expert performance analysis of professional entomologists, and development of user interface features. Project developers will collaborate with five regional volunteer biomonitoring organizations to engage a diverse set of volunteers in the design process, including rural populations, older adults, urban youth, and the trainers who support them. The project work will consist of four integrated strands of activity: design-based learning research, creation of an entomological teaching collection, cyberplatform development, and the external evaluation of the training system. The resulting Macroinvertebrate Identification Training Environment will be evaluated in terms of its impacts on volunteer accuracy, confidence, and engagement in taxonomic classification activities related to macroinvertebrates. The impacts of the learning system on trainers and volunteer biomonitoring organizations will also be examined.
Stanford University Library, in partnership with the University of Santa Cruz, will develop a publishable metadata scheme for digital games, including ontology and terminology, as well as a system and tools for citation of in-game events and game states. While the work of collection and preservation is underway, digital games present unique and complex stewardship problems, including methods for description, discovery and citation. As acquisition of this type of collection increases, challenges with cataloguing, storage, and access are compounded. This framework will provide a complete solution to the closely linked problems of finding, accessing, and citing digital games, a growing and important part of modern culture.