Science television shows are an important source of informal learning and enrichment for preschool-aged children. However, one limitation of television programming is that it is largely a one-way, non-interactive medium. Research suggests that children learn best through active engagement with content, and that parents can make TV watching more interactive by co-viewing and talking with their children. However, many parents and other adults may lack the time or experience and comfort with science language and content to provide critcial just-in-time support for their children. This study seeks to take advantage of recent advances in artificial intelligence that now allow children to enjoyably interact with automated conversational agents. The research team will explore whether such conversational agents, embedded as an on-screen character in a science video, can meaningfully interact with children about the science content of the show by simulating the benefits of co-viewing with an adult. If successful, the project could lay the foundation for a new genre of science shows, helping transform video watching into more interactive and engaging learning experiences. This 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. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.
This project will develop interactive videos incorporating a conversational agent in three 11-minute episodes of a future children's animated television program. The videos will enable children to speak with the main character of the show as the character solves everyday science mysteries, thus priming children to engage in observation, prediction, pattern finding, and problem solving through scaffolded conversation. This study will be carried out in two iterative cycles with the goal of developing and testing the embedded conversational function for each episode. In each cycle, the project team, which includes experts in children's TV production, as well as educational and HCI researchers will develop the storyboard and conversation prompts and follow-ups, create animated videos based on the revised script, and create a mobile application of the interactive video integrated with the conversational agent. Field testing with 10 children will be conducted to iteratively improve the embedded conversational function. In the pilot testing stage, a controlled study will be conducted with 30 children in each group (N=120): 1) watching the episode with the embedded conversational function; 2) watching the episode with a human partner carrying out the dialogue in the script rather than the virtual character; 3) watching the episode with pseudo-interaction, in which the animated character asks questions but does not attempt to understand or personally respond to children's answers; and 4) watching the episode with no dialogue. Data collected from the experiments will be used to examine whether and in what ways use of a conversational agent affects children's engagement, attention, communication strategies, perceptions, and science learning, and whether these effects vary by children's age, gender, socioeconomic status, language background, and oral language proficiency in English. The project will provide a comprehensive evaluation of the feasibility and potential of incorporating conversational agents into screen media to foster young children's STEM learning and engagement.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
DATE:
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TEAM MEMBERS:
Mark WarschauerDaniel WhitesonSara DeWittAndres BustamanteAbby Jenkins
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches, and resources for use in a variety of settings. In this Innovations and Development project, Child Trends, in collaboration with Ivanhoe Broadcast News, will expand the reach of the Child Trends News Service, and rigorously evaluate its impact on viewers. The News Service aims to build the public's knowledge of, and appreciation for, social science research and to encourage adoption of research-informed parenting practices associated with positive child development--particularly among Latino parents. First produced in 2017 through a NSF proof of concept grant, the Child Trends News Service covers actionable, child-focused, social science research. By featuring this research on local TV news, the project expands access to evidence-based parenting recommendations. As of February 2018, 89 stations had subscribed to the News Service, including eight stations in the top 25 Latino-serving TV markets that reach 38% of all Hispanic TV Households in those 25 markets. This project is a response to the challenges faced by U.S. children, of whom more than one in five live in poverty. The focus on Latino parents is in response Latinos' increasing share of all children, and that Latino children are disproportionately poor, in comparison to their peers. The project will examine the impact of the News Service on parents who view the news reports in their homes, as well as Latino parents viewing the News Service as part of their participation in the Abriendo Puertas (Opening Doors) community-based parenting program. This research will contribute to the knowledge base of what we know about how people access and use science, technology, engineering and math (STEM) information across settings.
The overarching aim of this project is to leverage commercial television news to reach populations who have historically been underrepresented in STEM education and careers. The goals of the project are to:
1. Build and manage an interdisciplinary collaborative, including news media professionals, researchers, practitioners in organizations serving at-risk families, and experts in STEM communications and Latino studies.
2. Leverage mass media news outlets to deliver social science research on children to at-risk populations, with a focus on reaching Latino parents.
3. Advance the field of informal STEM learning by exploring how the public interacts with actionable research on child development to inform their knowledge, attitudes and behaviors.
4. Expand the reach and application of the news products through strategic outreach to other stakeholders in the child development field including programs serving under-served families.
To accomplish these goals, the project will further strengthen an Advisory Panel to inform content development, study design, interpretation of findings, dissemination of study results, and the transition of the project after the NSF grant period. The project will continue to provide eight (both in English and Spanish) stories each month to TV stations and strategically grow the reach in top Latino markets. The editorial process will be informed by surveys of Latino parents to identify topics of interest. Through a random-assignment impact study with local TV news audiences from diverse racial/ethnic groups, the project will evaluate the impact of the News Service. The project will use formative research methods to refine messaging and examine the potential for repurposing the videos through a parenting program for Latino parents.
The Child Trends News Service seeks broader impacts in three areas: increasing the public's scientific literacy and engagement with science and technology; increasing partnerships between academia, industry, and others; and improving the well-being of individuals in society.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
The Antarctic Dinosaurs project aims to leverage the popularity and charisma of dinosaurs to inspire a new generation of polar scientists and a more STEM (Science, Technology, Engineering, Mathematics)-literate citizenry. The project, centered on a giant screen film that will reach millions of theatrical viewers across the U.S., will convey polar science knowledge through appealing, entertaining media experiences and informal learning programs. Taking advantage of the scope of research currently taking place in Antarctica, this project will incorporate new perspectives into a story featuring dinosaurs and journey beyond the bones to reveal a more nuanced, multi-disciplinary interpretation of paleontology and the profound changes the Antarctic continent has endured. The goals of the project are to encourage young people to learn about Antarctica and its connection to the rest of the globe; to challenge stereotypes of what it means to participate in science; to build interest in STEM pursuits; and to enhance STEM identity.
This initiative, aimed particularly at middle school age youth (ages 11-14), will develop a giant screen film in 2D and 3D formats; a 3-episode television series; an "educational toolkit" of flexible, multi-media resources and experiences for informal use; a "Field Camp" Antarctic science intervention for middle school students (including girls and minorities); fictional content and presentations by author G. Neri dealing with Antarctic science produced for young people of color (including non-readers and at-risk youth who typically lack access to science and nature); and presentations by scientists featured in the film. The film will be produced as a companion experience for the synonymous Antarctic Dinosaurs museum exhibition (developed by the Field Museum, Chicago, in partnership with the Natural History Museum of Los Angeles County, Discovery Place, Charlotte, NC, and the Natural History Museum of Utah). Project partner The Franklin Institute will undertake a knowledge-building study to examine the learning outcomes resulting from exposure to the film with and without additional experiences provided by the Antarctic Dinosaurs exhibition and film-related educational outreach. The study will assess the strategies employed by practitioners to make connections between film and other exhibits, programs, and resources to improve understanding of the ways film content may complement and inspire learning within the framework of the science center ecosystem. The project's summative evaluation will address the process of collaboration and the learning impacts of the film and outreach, and provide best practices and new models for content producers and STEM educators. Project partners include film producers Giant Screen Films and Dave Clark Inc.; television producer Natural History New Zealand (NHNZ); Discovery Place (Charlotte, NC); The Franklin Institute; The Field Museum; The Natural History Museum of Utah (The University of Utah); author G. Neri; and a team of scientists and diversity advisers. This 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. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The project has co-funding support from the Antarctic section of the Office of Polar Programs.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. This Innovations in Development project will research and produce science media based on the role that interest, motivations, identify, and values play in engaging diverse, millennial audiences in a dynamic media environment. Using a design-based research approach the project team will develop Millennial Science Media Engagement Profiles (a set of categories describing different audience types who engage with science media in different ways). It will design and test science media content (text, audio, graphics, video), placement and platform use for millennials; and make conclusions around science media storytelling and outreach tactics that spark interest and engagement, the precursors to learning. Broader impacts include contributing significant new knowledge about millennials interest and engagement in science while they are at a stage in life making critical career decisions. It will also provide a model for other science media producers providing new protocols for creating targeted digital media for this specific audience. And further impacts include reaching a large national audience through social media. The project is a collaboration between KQED and researchers at Texas Tech.
The research will focus on the distinctive experience and interest of "millennial" science consumers. It builds on a previously funded national survey and series of focus groups with millennials looking at their science media preferences versus other generations. With these survey results this project will build profiles of millennial audiences based on two factors: level of science curiosity and level of science media engagement. The researchers will use a previously validated Science Curiosity Scale. The Millennial Profiles will be validated in two ways: through performance-based survey questions and through internet audience behavior analysis using existing digital analysis tools. KQED will produce different science media content and send it to certain groups conducting A/B testing to validate profiles online. The profile assumptions will continue to be tested until the team can effectively predict the kinds of science content that different profile groups prefer. The research will use a study protocol used in other domains to bridge the gap between lab and real-world settings. The protocol involves four steps: initial hypothesis development; ante experimental simulation; real-world communication; and ex post experimental simulations. Following the profile validation, the protocol will be used to test the efficacy of new KQED Science content, testing the variables that contribute to millennial engagement.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.