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resource research Media and Technology
In recent years, transmedia has come into the spotlight among those creating and using media and technology for children. We believe that transmedia has the potential to be a valuable tool for expanded learning that addresses some of the challenges facing children growing up in the digital age. Produced by the USC Annenberg Innovation Lab and the Joan Ganz Cooney Center, this paper provides a much-needed guidebook to transmedia in the lives of children age 5-11 and its applications to storytelling, play, and learning. Building off of a review of the existing popular and scholarly literature
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TEAM MEMBERS: Becky Herr-Stephenson Meryl Alper Erin Reilly
resource project Media and Technology
Engineering is arguably one of the most critical skills in any society, from building bridges and homes, to designing cell phones and life-saving medical devices. Yet many Americans do not consider engineering to be essential or relevant to their everyday lives, and may even question its positive impact on society. While there have been gains in the number of women and underrepresented minorities in STEM professions over the past few decades, their numbers in the field remain disproportionately low. The Built World integrated multimedia and research project therefore aims to expand access to engineering content through the lens of “inclusive engineering,” which highlights how problem-solvers of all ages, genders, backgrounds, and perspectives approach and overcome challenges to innovate. The project applies this concept through the creation of Built World, a three-hour documentary series for broadcast on PBS stations nationwide, and a complementary interactive escape game streamed live on Twitch, where individuals of all ages and backgrounds can play and solve engineering challenges together. There is a need for effective remote and virtual interaction to support informal STEM learning, and live streaming game platforms present a promising approach to filling this need. Built World is poised to advance the field through: (1) content - creating high-quality inclusive engineering content across multiple platforms to reach a wide audience (Built World documentary, digital reporting and short form videos, community outreach campaign); (2) applied research - designing and studying how live-streaming, collaborative platforms can serve as safe and inclusive spaces for engineering learning; and (3) best practices - exploring how audiences engage with inclusive engineering on different platforms—a traditional documentary format (Built World) versus an interactive, collaborative space (Twitch game)—and identifying what learning outcomes might be expected on each.

A three-phase research design aims to understand what motivates users to engage with STEM content on Twitch; how to define and measure learning outcomes associated with the platform; and how to mitigate the risk of toxic environments in online communities by fostering safe spaces for a diversity of gamers. Phase 1 informs the initial design of the Twitch game and audience interaction strategies and seeks to answer: What is the best way to measure informal learning on Twitch? What is the best way to design a Twitch channel to create an inclusive space while optimizing learner engagement? Phase 2 is the core focus of the research and uses a semi-experimental design to answer questions such as: Is there evidence of learning on Twitch, and what type of learning is happening? What is the digital culture that emerges? Phase 3 assesses the pairing of the documentary series with the Twitch game to maximize informal STEM learning and is guided by questions such as: How does inclusive engineering content presented on two platforms (Twitch game and Built World series) mediate learning outcomes? How does inclusive engineering content presented on two platforms shape learners’ experiences of inclusivity and belonging? Knowledge generated through the Built World project will offer tools and best practices to other STEM media producers so that they may also leverage live streaming platforms for learning.
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TEAM MEMBERS: Chris Schmidt
resource project Media and Technology
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 Hardy Gary Goldberger Jennifer Kahn
resource evaluation Media and Technology
This assessment serves as the summative assessment of the IMLS-funded project at KU Biodiversity Institute and Natural History Museum: Natural History Mystery: Immersing families in a problem-solving game using museum collections. The assessment employs a mixed methods approach, in which both quantitative and qualitative data are collected. More specifically, quantitative data are generated from surveys that are administered to participants at the beginning and end of the game and analyzed by using descriptive statistics (i.e., mean, standard deviation, and histogram) and paired sample t-test
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TEAM MEMBERS: Haiying Long Teresa MacDonald
resource project Media and Technology
The University of Kansas Natural History Museum, in collaboration with the University of California Museum of Paleontology, will develop, test, and deploy an immersive educational game on the topic of evolution and common ancestry. The museum will frame the game with a narrative that involves tracing the origin of a zoonotic disease (infectious disease that is transmitted between species from animals to humans or from humans to animals). Played on the museum floor, the escape room-inspired game will explore innovative formats for museum learning and engagement. It is being designed for families with children ages 7 to 12, and by visiting groups of schoolchildren in grades 3 to 5.
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TEAM MEMBERS: Teresa MacDonald
resource project Media and Technology
Over a three-year period, the Lawrence Hall of Science will conduct research on the conversations of groups and families encountering an Augmented Reality (AR) experience in a museum environment. The research program will identify which design elements best facilitate conversations among groups of visitors, and determine if these conversations are both rich in scientific content and gender-balanced. The project will focus on four specific activities: understanding the learning associated with current AR activities, implementing design-based research to develop visitor conversation supports, designing and developing new AR programs with embedded conversation supports, and conducting iterative hypothesis-based research on how learning conversations happen in AR learning environments. The museum community will gain insights on design principles for supporting collaborative learning using AR. Project staff will disseminate results via conference workshops for museum professionals on designing AR to enhance family learning, and through publication in professional journals.
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TEAM MEMBERS: Mac Cannady
resource evaluation Media and Technology
In 2019, the Advancing Informal STEM Learning program at the National Science Foundation funded the Advancing Ocean Science Literacy through Immersive Virtual Reality project, a pilot/feasibility and collaborative research project between The Hydrous and the Virtual Human Interaction Lab (VHIL) at Stanford University designed to investigate how immersive virtual reality using head mounted displays can enhance ocean literacy and generate empathy towards environmental issues, particularly among high school girls from different socio-economic backgrounds. The Hydrous was responsible for designing
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TEAM MEMBERS: Becky Carroll Pam Tambe
resource research Media and Technology
The goal of our project is to develop strategies that effectively engage autistic adolescents in informal STEM learning opportunities that promote the self-efficacy and interest in STEM careers that will empower them to seek out career opportunities in STEM fields. The research aims are to: 1. Identify evidence-based strategies to engage autistic youth in informal STEM learning opportunities that are well matched to their attentional profiles: Hypothesis 1: Pedagogical strategies vary in how engaging they are for people with diverse attentional profiles; people with more focused
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TEAM MEMBERS: Katie Gillespie Amy Hurst Beth Rosenberg Jessye Herrell Eliana Grossman Sharang Biswas Eunju Pak Cristina Ulerio Ariana Riccio Jin Delos Santos Patrick Dwyer Sergey Shevchuk-Hill Wendy Martin Lillian Hwang-Geddes Bella Kofner Rheniela Faye Concepcion Theresa Major Saumya Dave Kyle Gravitch Terrance Bobb
resource project Media and Technology
Hero Elementary is a transmedia educational initiative aimed at improving the school readiness and academic achievement in science and literacy of children grades K-2. With an emphasis on Latinx communities, English Language Learners, youth with disabilities, and children from low-income households, Hero Elementary celebrates kids and encourages them to make a difference in their own backyards and beyond by actively doing science and using their Superpowers of Science. The project embeds the expectations of K–2nd NGSS and CCSS-ELA standards into a series of activities, including interactive games, educational apps, non-fiction e-books, hands-on activities, and a digital science notebook. The activities are organized into playlists for educators and students to use in afterschool programs. Each playlist centers on a meaningful conceptual theme in K-2 science learning.
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TEAM MEMBERS: Joan Freese Momoko Hayakawa Bryce Becker
resource research Media and Technology
In this study we explore two different faciitation styles, collaboration and competition, in an 1-hour long, highly interactive, digital experience called Future Energy Chicago. The aim of the faciliations is to affect guests' energy literacy, that is their knowledge of, and their attitude and behavior toward energy conservation. In the collaboration condition, guests were encouraged to talk as a whole room about what they had learned about energy during the latest round of play with the goal for the whole room to get as high a score as possible. In the competition condition, guests met only
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resource evaluation Media and Technology
The Lineage project was a collaboration between Twin Cities Public Television and the Smithsonian’s National Museum of Natural History. The project included creation of a feature-length video program, a Virtual Reality game, and a set of hands-on activities designed for use by multigenerational audiences—all of which were incorporated as part of a series of seven Fossil Festival events at museums and other sites around the United States. This report presents findings from a set of external evaluation studies that examined impacts on families who participated in Fossil Festival events as well
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TEAM MEMBERS: Jennifer Borland
resource research Media and Technology
This poster was presented at the 2021 NSF AISL Awardee Meeting. The project's goals are to: Develop systems thinking skills in youth Increase understanding of sustainable agricultural systems Raise awareness of STEM careers related to agricultural systems Leverage scientific research models and data for educational video games Use the Corn-Water-Ethanol-Beef System as a model for interconnected Food, Energy, Water Systems (FEWS)
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TEAM MEMBERS: Deepak Keshwani