This is the first installment of a multi-part series describing experiences, lessons, and reflections of the San Francisco public-media based KQED Science news team during a year of reporting on and living through an unprecedented series of disasters.
We were interested in learning which images -- videos, graphics or GIFs -- worked best in our Facebook posts to inform our future Facebook content creation strategies.
This collaborative research project between KQED, a public media organization serving the San Francisco Bay Area, Texas Tech University and Rockman et al conducted research to study how best to provide effective COVID-19 science news and social media content for young adult audiences.
The KQED Science Engagement team set out to test different formats of media with the same mask message used in the survey conducted by Texas
Numeracy is not a luxury: numbers constantly factor into our daily lives. Yet adults in the United States have lower numeracy than adults in most other developed nations. While formal statistical training is effective, few adults receive it – and schools are a major contributor to the inequity we see among U.S. adults. That leaves news well-poised as a source of informal learning, given that news is a domain where adults regularly encounter quantitative content. Our transdisciplinary team of journalists and social scientists propose a research agenda for thinking about math and the news. We
The news arguably serves to inform the quantitative reasoning (QR) of news audiences. Before one can contemplate how well the news serves this function, we first need to determine how much QR typical news stories require from readers. This paper assesses the amount of quantitative content present in a wide array of media sources, and the types of QR required for audiences to make sense of the information presented. We build a corpus of 230 US news reports across four topic areas (health, science, economy, and politics) in February 2020. After classifying reports for QR required at both the
This poster was presented at the 2021 NSF AISL Awardee Meeting.
Persons who are deaf or hard of hearing are underrepresented in the STEM workforce. A key factor is lack of awareness of STEM careers or of examples of STEM professionals. SWS has developed 8 video stories for viewing at home or while attending a boys and girls club. Evaluation will provide new knowledge about design, use, and potential impact of the stories on our audience’s interest in pursuing STEM and possibly a STEM career.
This poster was presented at the 2021 NSF AISL Awardee Meeting.
Thousands of webcams available to the public are operated by STEM organizations, such as zoos, museums, and government agencies. However, as of yet no research has quantified any aspect (cognitive, behavioral, or emotional) of viewer outcomes. Our objective is to build foundational knowledge about basic aspects of STEM webcams in the United States (US) from the perspectives of both practitioners and viewers.
This poster was presented at the 2021 NSF AISL Awardee Meeting.
To engage youth in global challenges such as energy issues, students’ own community can serve as personally relevant venues for scientific inquiry. For example, after students learn about heat transfer in school, they can use this knowledge to inspect the energy efficiency of their own schools and public buildings in their neighborhood.
To bridge the gap between school science and citizen science, students need scientific instruments that can be used both in and out of school and a community to share their discoveries.
It is estimated that over 95% of all school children across the country are out of the classroom due to social distancing mandates in response to the COVID-19 pandemic. Almost overnight, families have had to develop and support new practices for learning at home as districts scramble to meet the academic, social and emotional needs of their communities. It is essential to collect data now to develop a deeper understanding of how schools and families are adapting to these changes and will continue to do so in coming weeks/months - the troubles they encounter, and the solutions they generate. Retrospective accounts may mask critical features of what was experienced, minimizing the country’s capacity to conceptualize and build more robust, equitable and transformative learning ecologies for the future. Emphasizing an equity approach to solution development, this research will document how families engage in creative practices to generate powerful learning based on local needs, values, contexts, and histories in this present crisis. It will address the following questions: (1) What resources are schools providing and how are parents navigating and extending these resources to sustain their child’s learning? (2) How are families exploring science and math concepts related to the pandemic? (3) How are parents and families learning to adapt (e.g. communication with teachers; broader social networks) and what challenges do they face (e.g. subscription costs; reliable Internet)? (4) How are digital resources for STEM, curated by the research team, utilized for learning?
Emergency school closures are exposing significant gaps in access to the Internet and communication devices, and the capacity of parents/caregivers and communities to capitalize on technology to sustain health-relevant learning in a time of crisis. This project will use a novel, remote-diary tool based on a smartphone-enabled data collection platform, to reach families across the country. Mobile-phone-enabled remote diary tools make it possible to reach families who are under-connected, not just those with robust technical infrastructure. The data collected will lay the groundwork for creating new socio-technical support systems informed by diverse families’ experiences, as the crisis unfolds. Approximately 200 parents with school age children (early and upper elementary grades) living at home will be recruited. This study and a subsequent virtual workshop with other researchers who are also using remote methods to study learning will help establish a broader research agenda to specify the conditions under which socio-technical systems productively augment a family’s capacity to innovate and learn when traditional co-located school settings disappear. It will advance our understanding of how human learning adapts to unexpectedly changed learning environments. This study draws on advances in remote data collection and new analytical tools for innovation in research design.
In July 2020, Dr. Brigid Barron and her team at Stanford University’s Graduate School of Education and the Joan Ganz Cooney Center convened a virtual workshop to mobilize a community of investigators to explore innovative methods for studying family and community learning during the pandemic. Participants included NSF RAPID-COVID grantees from Stanford University, University of Washington, and the University of Michigan.
This report summarizes the strategies and insights generated at this workshop so that they may be shared among a wider network of researchers, practitioners, funders, and
For both parents and educators, monitoring and adjusting their behaviors to ensure that children develop appropriate prosocial and learning behaviors is a complex balance between nurturance and limit setting. When these interactions are strained, negative or coercive cycles may emerge that delay appropriate development and exacerbate existing impairment. To disrupt the development of coercive cycles, adults must have the ability to accurately assess the quality of their interactions with children and integrate this information into personal change. Approaches to measuring these types of interactions will inform what we know about the mechanisms of child social, emotional, and learning development in STEM learning settings, and enable the creation of adaptive interventions for those moments when support is most needed. This project envisions a closed-loop intervention framework to promote a supportive and interactive environment around children. Smart wearables will sense interaction and responses between the children and their parents or educators, using embedded machine learning technology to recognize supportive behaviors. The perceived behaviors will be sent to a cloud server where adaptive interaction strategies will be identified from either online psychological consultation or artificial intelligence. These interaction strategies will then be provided to the parents and educators in the form of guidance cues to promote a supportive STEM learning environment around the children.
This planning project aims to understand the barriers and critical problems in the implementation of smart technology and psychological strategies to support adult-child interactions in STEM learning settings. The work will proceed by convening key stakeholders (parent organizations, formal educational institutions, and informal educational institutions) in a series of iterative discussions to produce a set of adult-child behavioral targets that are essential to children’s development of social, emotional, and learning skills. Further discussions will then identify mechanisms to enhance these behaviors, and reduce competing, less effective approaches. Qualitative thematic analysis of the discussions will be used to capture these behaviors and mechanisms. Then technologies will be developed to measure, provide feedback on, and improve these behaviors. These devices will be piloted with adult-child dyads. Audiovisual data collected by the devices will be human coded as well as processed by algorithms to vet the technological capacity of the devices to detect and respond to targeted behaviors. A series of debriefing interviews and surveys with adult-child dyads will be used to determine the feasibility, acceptability, and utility of the devices. The collected preliminary data will support the forming of critical technological and social science research questions that co-inform one another: questions about the social engagement between adults and children will drive the technical research, and what can be discovered via the technological research will open up new questions that can be posed about social engagement between children and adults. Adult-child interactions are key social factors that integrate to produce student social, emotional, and academic outcomes. Within our informal educational communities, our formal educational communities, and our familial communities it is essential to find the best mechanisms for measuring, providing feedback, and improving these interactions. This work thus seeks to advance a new approach to, and evidence-based understanding of, the development of STEM learning. This Smart and Connected Communities project is also supported by the Advancing Informal STEM Learning 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.
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.