This document is the final evaluation report for the project, which focuses both on formative evaluation of the collaborative+interdisciplinary presentation creation process and summative evaluation of audience learning outcomes.
Data is increasingly important in all aspects of people’s lives, from the day-to-day, to careers and to civic engagement. Preparing youth to use data to answer questions and solve problems empowers them to participate in society as informed citizens and opens doors to 21st century career opportunities. Ensuring equitable representation in data literacy and data science careers is critical. For many girls underrepresented in STEM, developing a "data science identity" requires personally meaningful experiences working with data. This project aims to promote middle school-aged girls’ interest and aspirations in data science through an identity-aligned, social game-based learning approach. The goals are to create a more diverse and inclusive generation of data scientists who see data as a resource and who are equipped with the skills and dispositions necessary to work with data in order to solve practical problems. The research team will run 10 social clubs and 10 data science clubs mentored by women in data science recruited through the University of Miami’s Institute for Data Science and Computing. Participants will be 250 middle school-aged girls recruited in Miami, FL, and Yolo County, CA, through local and national girls’ organizations. Youth will participate in a data science club and will learn key data science concepts and skills, including data structures, storage, exploration, analysis, and visualization. These concepts will be learned from working with their own data collected in personally meaningful ways in addition to working with data collected by others in the same social game eco-system. The project will also develop facilitator materials to allow adult volunteers to create game-based informal data science learning experiences for youth in their areas. 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 and is co-funded by the Innovative Technology Experiences for Students and Teachers (ITEST), which seeks to engage underrepresented students in technology-rich learning environments, including skills in data literacy, and increase students’ knowledge and interest in information and communication technology (ICT) careers.
Researchers will focus on two primary research questions: 1) Across gameplay and club experiences, in what ways do participants engage with data to pursue personal or social goals? 2) How do gameplay and club experiences shape girls’ perceptions of data, data science, and their fit with data and data science? The project will use design-based research methods to iteratively design the game and social club experiences. To ensure that uses of data feel personally and socially meaningful to young girls, the virtual world’s goals, narratives, and activities will be co-designed with girls from groups underrepresented in data science. The project will research engagement with game data in two informal, game-based learning scenarios: organic, self-directed, social play club, and structured, adult-facilitated data science clubs. The research will use a combination of quantitative and qualitative methods including surveys, focus groups, interviews, and gameplay and club observations. Project evaluation will determine how gameplay and club experiences impact participants' attitudes toward and interest in data-rich futures. The project holds the potential for broadening participation and promoting interest in data science by blending game-based learning with the rich social and adult mentoring through club participation. The results will be disseminated through conference presentations, scholarly publications, and social media. The game and facilitator materials will be designed for dissemination and made freely available to the public.
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TEAM MEMBERS:
Lisa HardyGary GoldbergerJennifer Kahn
Astronomy has been an inherently visual area of science for millenia, yet a majority of its significant discoveries take place in wavelengths beyond human vision. There are many people, including those with low or no vision, who cannot participate fully in such discoveries if visual media is the primary communication mechanism. Numerous efforts have worked to address equity of accessibility to such knowledge sharing, such as through the creation of three-dimensional (3D) printed data sets. This paper describes progress made through technological and programmatic developments in tactile 3D
The overall purpose of the Kinetic City (KC) Empower project was to examine how informal science activities can be made accessible for students with disabilities. The premise of this project was that all students, including those with disabilities, are interested in and capable of engaging in science learning experiences, if these experiences are accessible to them. Drawing on resources from Kinetic City, a large collection of science experiments, games, and projects developed by the American Association for the Advancement of Science (AAAS), the project researched and adapted five after
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Bob HirshonLaureen SummersBabette MoellerWendy Martin
WGBH received funding to develop and create NOVA Labs, an online environment that provides teen audiences with an online research lab, educational content, and the opportunity to engage with authentic data, tools, and processes to investigate scientific questions. This work has begun with the development of a first pilot lab, called The Sun Lab. NOVA Education created and launched this lab in early summer 2012. Examining the site in its pilot form, the Lifelong Learning Group (LLG) engaged in a formative evaluation to support refinements and improvements in the design of subsequent NOVA Lab
NOVA Labs (www.pbs.org/nova/labs) is a web-based platform designed for use by educators, students, and teens to engage learners with authentic data, processes, and tools of working scientists. The present evaluation study sought to investigate the outcomes achieved by users of the third NOVA Labs platform developed: Cloud Lab. The intended outcomes identified for student users were that they would: • Be able to successfully work with the real data provided in the Cloud Lab; • Demonstrate ability to interpret and use scientific data and tools; • Engage with real scientific data through the
NOVA Labs (pbs.org/nova/labs) is a free digital platform that engages teens and lifelong learners in activities and games that foster authentic scientific exploration. From building RNA molecules and designing renewable energy systems to tracking cloud movements and learning cybersecurity strategies, NOVA Labs participants can take part in real-world investigations by visualizing, analyzing, and playing with the same data that scientists use. Each Lab focuses on a different area of active research. But all of them illustrate key concepts with engaging and informative videos, and guide participants as they answer scientific questions or design solutions to current problems. Supporting pages on each Lab site explain the purpose and functions of the Lab, help teachers incorporate it into their classrooms, foster collaboration between users, and help users make connections to the broader world of STEM. Users are encouraged to explore potential career paths through “Meet the Scientists” profiles, and to obtain information about local and national STEM resources.
The Jackprot is a didactic slot machine simulation that illustrates how mutation rate coupled with natural selection can interact to generate highly specialized proteins. Conceptualized by Guillermo Paz-y-Miño C., Avelina Espinosa, and Chunyan Y. Bai (New England Center for the Public Understanding of Science, Roger Williams University and the University of Massachusetts, Dartmouth), the Jackprot uses simplified slot-machine probability principles to demonstrate how mutation rate coupled with natural selection suffice to explain the origin and evolution of highly specialized proteins. The
The overarching purpose of the Climate Literacy Zoo Education Network is to develop and evaluate a new approach to climate change education that connects zoo visitors to polar animals currently endangered by climate change, leveraging the associative and affective pathways known to dominate decision-making. Utilizing a polar theme, the partnership brings together a strong multidisciplinary team that includes the Chicago Zoological Society of Brookfield, IL, leading a geographically distributed consortium of nine partners: Columbus Zoo & Aquarium, OH; Como Zoo & Conservatory, St. Paul, MN; Indianapolis Zoo, IN; Louisville Zoological Garden, KY; Oregon Zoo, Portland, OR; Pittsburgh Zoo & PPG Aquarium, PA; Roger Williams Park Zoo, Providence, RI; Toledo Zoological Gardens, OH, and the organization Polar Bears International. The partnership leadership includes the Learning Sciences Research Institute at the University of Illinois at Chicago, and the Earth System Science Center at Pennsylvania State University. The partnership is joined by experts in conservation psychology and an external advisory board. The primary stakeholders are the diverse 13 million annual visitors to the nine partner zoos. Additional stakeholders include zoo docents, interpreters and educators, as well as the partnership technical team in the fields of learning innovations, technological tools, research review and education practice. The core goals of the planning phase are to a) develop and extend the strong multidisciplinary partnership, b) conduct research needed to understand the preconceptions, attitudes, beliefs, and learning modes of zoo visitors regarding climate change; and c) identify and prototype innovative learning environments and tools. Internal and external evaluations will be conducted by Facet Innovations of Seattle, WA. Activities to achieve these goals include assessments and stakeholder workshops to inventory potential resources at zoos; surveys of zoo visitors to examine demographic, socioeconomic, and technology access parameters of zoo visitors and their existing opinions; and initial development and testing of participatory, experiential activities and technological tools to facilitate learning about the complex system principles underlying the climate system. The long-term vision centers on the development of a network of U.S. zoos, in partnership with climate change domain scientists, learning scientists, conservation psychologists, and other stakeholders, serving as a sustainable infrastructure to investigate strategies designed to foster changes in public attitudes, understandings, and behavior surrounding climate change.
The Luce Foundation Center (LFC) of the Smithsonian American Art Museum (hereafter, American Art or the Museum) ran an alternate reality game (ARG) titled PHEON (http://pheon.org/, http://apps.facebook.com/playpheon/register/) from September 2010 through August 2011. The game built upon the success of the Museum's previous ARG, Ghosts of a Chance (GOAC; http://ghostsofachance.com/; Goodlander, 2009), and was intended to increase familiarity with the Museum's collections, programs, and resources; highlight connections between the Museum and its collections with peoples' lives; and attract new
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Jes KoepflerSmithsonian American Art Museum
A research study was conducted to help inform UC Davis's Tahoe Environmental Research Center (TERC) about the greater Lake Tahoe area community's perceived value of the center and two 3D visualizations included as part of their guided tour of the center. Research questions focused on how various local groups perceived the center, how TERC can better engage locals and tourists alike, the potential for the current 3D visualizations (Lake Tahoe, Earthquakes) for impacting attitudes and behaviors about the Lake and how the Lake Tahoe 3D visualization impacted middle school students during a school
Grossology Live! was a creative and innovative program that involved unique format, content, and collaboration. The program used live video-conferencing techniques to create two-way interaction between onscreen actors in a colorful Grossology set in the studio in Noblesville, Indiana; uniquely imaginative comedic and musical presentations on the human body; and a live presenter, stage set, and audience at 5 small science or health centers primarily in the mid-west and southeast. The receiving sites were members of the National Association of Health Education Centers (NAHEC), which played a