Early childhood is a critical time for developing foundational knowledge, skills, and interest in science, technology, engineering, and mathematics (STEM). For that reason, the Public Broadcasting Service (PBS) places a great priority on developing early childhood STEM content, especially through its television shows that are watched by over 60% of young children in the United States. Research suggests that adding in-the-moment interaction to television watching promotes learning and engagement. Toward this end, researchers from the University of California, Irvine and PBS KIDS have prototyped interactive versions of science shows that children view on internet-connected devices while they communicate with the main character powered by an AI conversational agent. Pilot studies show that when children watch these new interactive videos with the main character pausing periodically to ask probing questions about the learning goals of the episode and following up with appropriate responses, they are more engaged and learn more about science, with heightened benefits for children who speak languages other than English at home. Based on these early results, in this Innovations in Development project the research team will develop, test and produce publicly available conversational episodes for two PBS KIDS television shows, one focused on science and the other on computational thinking.
The project will iteratively study and develop six conversational videos with novel forms of support for children, including extended back-and-forth conversation that builds upon a child's responses, visual scaffolding that facilitates verbal communication, and bilingual language processing so that children can answer in English or Spanish. The conversational videos will be evaluated in both lab-based and home settings. The lab-based study will involve 600 children ages 3-7 in a predominantly low-income Latino community in Southern California, in which researchers compare children’s learning and engagement when watching the conversational videos with three other formats: (1) watching the non-interactive broadcast version of the video; (2) watching the video with pseudo-interaction, in which the main character asks questions and gives a generic response after a fixed amount of time but can’t understand what the child says; or (3) watching the broadcast version of the video with a human co-viewer who pauses the video and asks questions. The home-based study will involve 80 families assigned to watch either the non-interactive or interactive videos as many times as they want over a month at home. In both the lab-based and home studies, pre- and post-tests will be used to examine the impact of video watching on science and language learning, and log data will be used to assess children’s verbalization and engagement while watching. Following the home study, the six videos will be further refined and made available for free to the public through the PBS KIDS apps and website, which are visited by more than 13 million users a month. Beyond providing engaging science learning opportunities to children throughout the country, this study will yield important insights into the design, usability, feasibility, and effectiveness of incorporating conversational agents into children’s STEM-oriented video content, with implications for extending this innovation to other educational media such as e-books, games, apps, and toys.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Mark WarschauerSilvia LovatoAndres BustamanteAbby JenkinsYing Xu
Cyberchase: Mobile Adventures in STEM is designed to advance the STEM learning of children ages 6-8 and engage low-income families in informal STEM interactions. Based on a successful NSF-funded pilot, the project combines the appeal of the PBS KIDS series Cyberchase and the potential of mobile texting to deliver informal learning. WNET and Education Development Center will produce: three Cyberchase videos that blend math and environmental content; a bilingual family engagement campaign in 15 communities across the U.S. that combines this media with weekly text-based engagement; and research into use and impact of the model among low-income Latinx families. Mobile Adventures addresses the need to better engage underserved families in informal science practices that are foundational for future STEM learning. While the materials target low-income communities broadly, research will focus on low-income Latinx families with children ages 6-8, an age group overlooked in previous research on educational uses of texting. A needs assessment and formative testing will ensure that the project design meets the needs and interests of diverse Latinx and other families.
The goal of Mobile Adventures is to build knowledge about how innovative, culturally responsive tools can help Latinx and low-income families engage in fun STEM learning at home. A three-tiered research study will address the question: how and to what extent does a mobile text-and-media approach to delivering informal STEM learning materials foster joint media engagement between children and parents, building new repertoires for learning together? The study will combine analysis of observation in homes and community settings, backend data, and pre/post surveys. Research will deepen understanding of effective family engagement models that make media a central component, the potential of text messaging as a stimulus to parent/child STEM learning, and maximal design of media and community engagement to serve low-income Latinx families. Findings will be disseminated through national conferences and journals. The Cyberchase videos, distributed free on broadcast and digital platforms, will build the STEM literacy of millions of diverse children, while the family engagement campaign will involve a projected 3,750 families in 15 locations. Evaluation will assess how well the project has met its goals.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
Families play a vital role in supporting children’s informal science learning. Yet multiple studies have shown that Latinx families, particularly in neighborhoods with a high poverty rate, face many barriers to accessing informal science experiences and environments. Telenovelas, a type of television serial drama watched by Spanish-speaking audiences around the world, may provide an entryway to reaching these families. Prior research has shown that telenovelas can be an effective means of changing adults’ behavior, with potential cascading impacts on children. Education Development Center, Literacy Partners, and Univision will use a culturally responsive approach to broaden participation of Latinx families in informal science learning using La Fuerza de Creer, a popular Spanish-language telenovela that reaches 7 million U.S. viewers. The five-episode telenovela series will model positive informal science interactions between caregivers and their children and provide positive role models of Latinx scientists. The project team will then use the telenovela as the foundation for a five-session workshop series for caregivers to further explore how to engage in these informal science learning opportunities with their children. The La Fuerza-STEM project will build on families’ strengths and interests and tap their power—la fuerza—to engage children in exploring science. This research will examine the relationship between the telenovela/workshops and caregivers’ practices and attitudes towards science. La Fuerza-STEM seeks to expand informal science learning using a culturally grounded strategy to engage an under-served population that is historically under-represented in STEM.
The project will use an iterative research and design process that is guided by the input of both parent and scientific advisory boards. Front-end formative research with approximately 30 Latinx caregivers from under-resourced communities will explore their informal science practices. These experiences will then inform script development for the telenovela. A pre-post comparison group study with 200 caregivers will investigate how caregivers’ attitudes toward science might change as a result of viewing the telenovela. The project will then build a 5-session workshop series around the telenovela and these research findings. Finally, 300 caregivers will participate in a randomized controlled trial to examine the efficacy of the La Fuerza-STEM workshops on changing caregivers’ informal science attitudes and practices. Throughout, the project will address the overarching research question, How can a culturally relevant telenovela be used to improve Latinx caregivers’ science self-efficacy, career awareness, and informal science practices? Project findings and products will be publicly disseminated through publications, conference presentations, and local partner organizations, with an eye toward open access and data sharing. The project will generate knowledge about the effectiveness of embedding informal science content in a culturally-grounded medium—the telenovela—in improving caregivers’ confidence and competence to engage in informal science learning experiences with their children. With an anticipated audience of 7 million, the potential impact of the telenovela on caregivers’ informal science attitudes and practices is enormous. By implementing workshops with local organizations, the project aims to be self-sustaining, building the capacity of community partners to provide families with services targeting informal science knowledge and skills long after the grant has ended.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Joy KennedyJessica YoungAlexia RaynalAnthony Tassi
This Innovations in Development project aims to foster the development of STEM identity among a diverse group of middle school students and, in turn, motivate them to pursue in STEM interests and careers. Vegas STEM Lab, led by a team of investigators from the University of Nevada, Las Vegas, will employ a mix of online and on-site activities to introduce students to engineering methods in the context of the entertainment and hospitality (E&H) industry that is the lifeblood of Las Vegas. Investigators will collaborate with local resorts, multimedia designers, and arts institutions to offer field experiences for students to interview, interact with, and learn from local experts. The Lab will help youth overcome prevailing beliefs of STEM as boring and difficult, boost their confidence as STEM-capable individuals, and expose them to the exciting STEM careers available in their hometown. UNLV engineering undergrads will serve as near-peer mentors to the middle school students, guiding them through Lab activities and acting as role models. Investigators will measure student learning and engagement over the course of the Vegas STEM Lab experience with the aim of understanding how the Lab model—with its rich set of activities and interpersonal interactions set in the local E&H industry—can cultivate STEM identity development and encourage students to pursue STEM pathways. Despite the project’s hyperlocal focus on the Las Vegas community, if successful, other cities and towns may learn from and adapt the Lab model for use in their youth development programs.
Vegas STEM Lab will provide online materials for students’ STEM learning during the academic year followed by on-site visits and hands-on project development during a three-week summer experience. The Lab will run for three years with cohorts of 40 students each (N=120) with the aim of iteratively improving its activities and outcomes from year to year. The local school district will help recruit middle school students who have demonstrated low interest in STEM to participate in the Lab, ensuring that participants reflect the demographic makeup of the Las Vegas community in terms of race and ethnicity, socio-economic status, and gender. Summer activities will take students behind the scenes of the city’s major E&H venues; investigate the workings of large-scale displays, light shows, and “smart hospitality” systems; and then build their own smaller scale engineering projects. Investigators will employ the Dynamic Systems Model of Role Identity (DSMRI) framework to study how intentionally designed Lab experiences shape students’ understanding of themselves, their future aspirations, and their grasp of the scientific enterprise. Summer activities will be integrated into the online learning platform at the end of each year of Vegas STEM Lab, and in the final year of the project, workshops will train local educators to use the platform in either formal or informal learning settings. Materials and research findings produced through this work will be disseminated to middle school teachers and afterschool care providers, and shared with researchers through academic publications and conferences.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Emma RegentovaVenkatesan MuthukumarJonathan HilpertSi Jung Kim
Access to STEM information is unequal, with rural and poor communities often receiving the fewest public education science and science literacy opportunities. Rural areas also face unique STEM teaching and technology integration challenges. In fact, LatinX communities in rural areas are less likely to have access to educational resources and language supports available to LatinX communities in urban centers. This project will help address these inequities by engaging rural librarians, bilingual science communicators, polar scientists, and a technical team to create a series of five bilingual virtual reality (VR) experiences to enhance STEM understanding and appreciation. Project researchers will create a new channel for disseminating polar science, working first with rural Latinx communities in Wisconsin to create a new network between rural communities and university researchers. Involving rural librarians in the co-design of instruction process will produce new ways for rural libraries to engage their local communities and their growing Latinx populations with polar science learning experiences. Each of the five VR experiences will focus on a different area of research, using the captivating Arctic and Antarctic environments as a central theme to convey science. VR is a particularly powerful and apt approach, making it possible to visit places that most cannot experience first-hand while also learning about the wide range of significant research taking place in polar regions. After design, prototyping and testing are finished, the VR experiences will be freely available for use nationally in both rural and urban settings. Public engagement with science creates a multitude of mutual benefits that result from a better-informed society. These benefits include greater trust and more reasoned scrutiny of science along with increased interest in STEM careers, many of which have higher earning potential. The project team will partner with 51 rural libraries which are valued community outlets valuable outlets to improve science literacy and public engagement with science. The effects of this project will be seen with thousands of community members who take part in the testing of prototype VR experiences during development and scaled engagement through ongoing library programs utilizing the final VR experiences for years to come.
This project will create new informal STEM learning assessment techniques through combining prior efforts in the areas of educational data mining for stealth assessment and viewpoint similarity metrics through monitoring gaze direction. Results of the project contribute to the field of educational data mining (EDM), focusing on adopting its methods for VR learning experiences. EDM is a process of using fine grained interaction data from a digital system to support educationally relevant conclusions and has been applied extensively to intelligent tutors and more recently, educational videogames. This project will continue building on existing approaches by expanding to include the unique affordances of VR learning media, specifically gaze. The project will focus on predicting user quitting as well as assessing key learning goals within each experience and triangulate these predictive models with user observations and post-experience surveys. The eventual application of this foundational research would address the problem in assessing a learner using measures external to the experience itself (i.e., surveys) and instead provide new methods that instrument learners using only data generated by their actions within the learning context. These techniques will provide a new means for evaluating informal learning in immersive technology settings without need for explicit tagging. The findings from this project will enable a greater understanding of the relationship between a user’s experience and their learning outcomes, which may prove integral in the creation of educational interventions using VR technology.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments. This project is also supported by the Office of Polar Programs.
In order for children to identify with STEM fields, it is essential that they feel there is a place within STEM for individuals “like them.” Unfortunately, this identification is difficult for Hispanic/Latine youths because of lack of representation and even stereotyping that is widespread in educational institutions in the United States. Some research has been done, though, that suggests there is promise in understanding the ways that parents help children see themselves as “STEM people” in spite of these obstacles. Building on this work, we present some of our own research on the experiences
PEEP Family Science is designed for parents and their three- to five-year-old children, especially those from low-income families who are served by home visiting organizations. A media-based project featuring the preschool public television science program PEEP and the Big Wide World, it includes animated stories, live-action videos with real children, hands-on science activities, and educational resources designed to support parents and home visiting educators. PEEP Family Science comes in the form of four apps, one for each science unit: ramps, colors, sounds, and shadows. Once downloaded
Media can play a critical role in engaging children, parents, and educators in science. Listen in to WGBH’s Executive Producer for PEEP, Marisa Wolsky, and children’s app developer, Jillian Orr, as they talk about the new app, PEEP FAMILY SCIENCE, that can help parents confidently engage in science with their children.
The PEEP Family Science apps were designed specifically for low-income parents and their preschool children to explore science together at home. A major issue we confronted early on in the design and development was how families would be able to access the PEEP media, which included videos from the award-winning children's show, PEEP and the Big Wide World. Many of the families we tested the apps with did not have reliable internet connections. We initially made the decision to choose an app format instead of a website to help bridge the digital divide. But the app format has also enabled us
For at-risk children who cannot attend preschool, accessing science activities depends almost entirely on parents—but many parents have limited skills for supporting such learning. PBS station WGBH has recently launched a series of free family apps based on the Emmy Award-winning preschool science series, PEEP and the Big Wide World. The apps were developed to be used jointly by parent and child for a shared learning experience. Available on Google Play and the App Store in both Spanish and English, PEEP Family Science apps cover the topics of shadows, sound, color, and ramps, respectively.
PBS has a long history of creating award-winning children’s media and has published a wide range of free educational apps. PBS stations often seek organizational partnerships for help in reaching families with the free digital resources they produce. One such collaboration is between WGBH and ALSC as we together introduce a new series of apps developed with National Science Foundation funding. These PEEP Family Science apps feature characters children love from the Emmy Award-winning preschool STEM series on public television, PEEP and the Big Wide World—combining brief, animated stories with
To engage parents and young children in exploring science together, media producers from WGBH (Boston’s public media station) and researchers from Education Development Center (EDC) collaborated with two home-visiting organizations—Home Instruction for Parents of Preschool Youngsters (HIPPY USA) and AVANCE—to design and test PEEP Family Science, an app-based intervention with science-focused digital media resources and associated supports for diverse, low-income families. Both organizations target families whose children do not attend preschool. These home visiting organizations play a unique