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resource research Public Programs
The ICBOs (Independent Community-based Organizations), a group of fifteen community representatives from communities historically excluded from the sciences, share results from eight years of community-led de-colonial participatory action research. We wrote this white paper to share our findings and recommendations with funders like the National Science Foundation. These findings, recently published in BioScience (https://doi.org/10.1093/biosci/biac001), along with preliminary results from our current research, and our lived experiences point towards a critical need to change the existing
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TEAM MEMBERS: Karen Purcell Bobby Wilson Makeda Cheatom John Annoni Tanya Schuh
resource research Public Programs
This poster was presented at the 2021 NSF AISL Awardee Meeting. The Guerilla Science project conducted two studies: one at the Oregon Eclipse Festival, a large multi-day residential music and arts festival, and one during the Figment festival, a cultural and family-oriented free festival on Governor’sIsland (NewYorkCity). We used a multi-method research design: trained data collectors conducted intercept interviews of various length; short written feedback forms were made available post events; and we conducted structured observations of events.We compared Guerilla Science audiences with
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TEAM MEMBERS: Mark Rosin Jen Wong Kari O'Connell Martin Storksdieck Bruce Lewenstein
resource project Media and Technology
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 Kennedy Jessica Young Alexia Raynal Anthony Tassi
resource project Exhibitions
The AI behind Virtual Humans Exhibit aims to communicate to the public about the capabilities and impact of artificial intelligence (AI) through AI technologies used in Virtual Humans including facial recognition and natural language processing. AI has and will continue to profoundly impact society in the United States and around the globe. It is important to prepare the nation’s youth and the future workforce with fundamental knowledge of AI. Informal settings, such as museums, offer open and flexible opportunities in helping youth and the general public learn about AI. Virtual Humans provide an ideal vehicle to illustrate many fields of AI, as AI is arguably the science of building intelligence that thinks and acts like humans. Led by a multidisciplinary team of researchers with expertise in AI, learning design, and assessment from the Institute for Creative Technologies at University of Southern California and the Lawrence Hall of Science at University of California, Berkeley, this project will develop a Virtual Human exhibit to engage visitors through structured conversations with a Virtual Human, while showcasing how AI drives the Virtual Human’s behavior behind the scenes. The exhibit will include collaborative learning experiences for visitors such as parent-child, siblings and peers to explore what AI is and is not, what AI is and is not capable of, and what impact it will have on their lives.

The project will investigate three research questions: (1) How can a museum exhibit be designed to engage visitor dyads in collaborative learning about AI? (2) How can complex AI concepts underlying the Virtual Human be communicated in a way that is understandable by the general public? And (3) How does and to what extent the Virtual Human exhibit increase knowledge and reduce misconceptions about AI?

The project leverages existing conversational Virtual Human technology developed through decades of collaborative research in AI, including machine vision, natural language processing, automated reasoning, character animation, and machine learning. Set in the informal setting of a museum, the exhibit will be designed following evidence-based research in Computer Supported Collaborative Learning. The project team will use a mixed methods design, drawing on design-based research methodologies and experimental studies. The research team will conduct analysis of visitor observations and interviews for iterative formative improvement. Randomized experimental studies will be conducted in both lab and naturalistic environments to gauge visitor knowledge about AI. Quasi-experimental analyses will be performed to study the relationship between engagement with exhibit features and AI knowledge. The project will produce an interactive exhibit with a Virtual Human installed at the Lawrence Hall of Science and other participating museums, and instruments to measure AI learning. The project will also produce a website where visitors can experience parts of the exhibit online and continue more in-depth learning about AI and the Virtual Human technology. The project holds the potential for producing theoretical and practical advances in helping the general public develop an understanding of AI capability and ethics, advancing knowledge in the process through which young learners develop knowledge about AI, and formulating design principles for creating collaborative learning experiences in informal settings. The results will be disseminated through conference presentations, scholarly publications, and social media. The Virtual Human exhibit will be designed for dissemination and made available for installations at informal science education communities.
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TEAM MEMBERS: Ning Wang eric greenwald Ari Krakowski
resource research Media and Technology
Kid-focused STEM podcasts have grown in popularity over the years, but the ISE field lacks knowledge of the impact and value of this medium as a means for engaging children and families in science learning and discovery. This research summary shares the results of an exploratory study of the popular children's science podcast, Brains On!, in an effort to being to fill this knowledge gap. ​The research was guided by three overarching research questions: Who is the audience for Brains On! and what are their motivations for listening to children’s science podcasts? How are Brains On
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TEAM MEMBERS: Amy Grack Nelson Choua Her Scott Van Cleave Juan Dominguez-Flores
resource research Media and Technology
The Brains On! exploratory research study was guided by three overarching research questions: Who is the audience for Brains On! and what are their motivations for listening to children’s science podcasts? How are Brains On! listeners using the podcast and engaging with its content? What kinds of impacts does Brains On! have on its audiences? These questions were answered through a three-phase mixed-methods research design. Each phase informed the next, providing additional insights into answering the research questions. Phase 1 was a review of a sample of secondary data in the
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resource research Exhibitions
The nature of the learning that occurs with real versus replicated objects and environments is an important topic for museums and science centers. Our comparative, exploratory study addressed this area through an investigation of family visits to two different settings: an operating permafrost research tunnel, and a replica of this permafrost tunnel at a science center. We conducted and analyzed family interviews, grounding our work in the Contextual Model of Learning and ideas about sensory components of learning. We found significant differences between the real and replicated environments
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resource evaluation Exhibitions
Under the Arctic: Digging into Permafrost, a 2,000 square foot museum exhibition, engaged visitors in real and simulated experiences related to the nature of permafrost, permafrost research, and the impact of climate change on permafrost. Development of the exhibition was part of a larger National Science Foundation Advancing Informal STEM Learning grant, Hot Times in Cold Places: The Hidden World of Permafrost, awarded to the University of Alaska Fairbanks in partnership with the Oregon Museum of Science and Industry. Two related evaluation studies led us to our conclusions. First, we
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TEAM MEMBERS: Victoria Coats Matthew Sturm Angela Larson Kelly Kealy Laura Conner
resource evaluation Public Programs
The Space Science Institute’s (SSI) National Center for Interactive Learning (NCIL), in partnership with the American Society for Civil Engineers (ASCE) and the University of Virginia (UVA), was awarded a grant from the National Science Foundation (NSF) to develop and implement a 3-year program, Project BUILD (Building Using an Interactive Learning Design). Project BUILD aims to bring together public library staff from six libraries (three rural and three urban) and professional engineers from ASCE to engage youth in grades 2-5 and their families in age-appropriate, technology-rich
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resource project Public Programs
The primary objective of this study is to document how people learn the science of the COVID-19 pandemic in real time, how they activate this scientific knowledge towards informed decision making, and how these processes change over time. This study is intended to produce additional insights on how such learning is shaped by equity concerns and contextual factors. For example, researchers will document how the ways in which people learn the science of COVID-19 are mediated by the sources of information they have access to and leverage, as well as what supports them in doing so. The research will further document how people leverage their understandings of COVID-19, alongside other forms of knowledge and concerns in their decision-making. This study may serve a crucial role in aiding the public understanding of where structural points of informational failure might occur. It may also reveal where and how the public engages or resists community action strategies to mitigate spread and suffering through when, how and why they gather, share, and make sense of scientific data. This RAPID was submitted in response to the NSF Dear Colleague letter related to the COVID-19 pandemic. This award is made by the AISL and ECR programs in the Division of Research on Learning, using funds from the Coronavirus Aid, Relief, and Economic Security (CARES) Act.

This research will draw upon a conceptual framework of consequential learning and a methodological framework of narrative inquiry. Sixty participants in Lansing, Michigan and Seattle, Washington will participate over the course of one year in cyclical interviews, focus group conversations and experience sampling approaches. Documents and resources named and used by the participants in their learning will be collected and analyzed. Attention will be paid to science learning in the following areas as the primary focus: a) the science of SARS-CoV-2 and the relationship between virus and disease, b) viral transmission, and c) origination, replication and spread. A key focus will also be how people use scientific data and evidence-based explanations when developing understandings and making decisions with respect to the pandemic. This research is urgent and timely because the COVID-19 pandemic is projected to occur in multiple waves over approximately 18 months. Insights may produce basic understanding about rapid science learning, policy strategies, school-based practices and resources for use within current and future waves. Socioscientific crises differentially impact people, with effects felt more significantly by vulnerable people. Thus, this study will address the urgent call for investigation into factors and experiences of low-income individuals and families who are trying to educate themselves on continually changing data during an international health crisis.

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.
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TEAM MEMBERS: Angela Calabrese Barton Leslie Herrenkohl Elizabeth Davis
resource project Media and Technology
This RAPID was submitted in response to the NSF Dear Colleague letter related to the COVID-19 pandemic. This award is made by the AISL program in the Division of Research on Learning, using funds from the Coronavirus Aid, Relief, and Economic Security (CARES) Act. COVID-19 presents a national threat to the health of children and families, presenting serious implications for the mental and physical health of children. Child development scientists have already warned of increasing stress levels among the U.S. child population, especially those in low-income families of color. In addition, Latino children are disproportionately impoverished, and benefit from culturally relevant information. Parents and caregivers need to be armed with effective science-based strategies to improve child prospects during this global crisis. Harnessing well-established partnership (including with local TV news partners and parent-serving organizations) strengthens the potential for broad impacts on the health and well-being of children and families during the COVID-19 pandemic. As the pandemic persists, widely disseminating accurate research-based strategies to support parents and families, with a focus on low-income Latino parents, is crucial to meeting the needs of the nation's most vulnerable during this global crisis. The award addresses this urgent need by producing research-based news videos on child development for distribution on broadcast television stations that reach low income Latino parents. The videos will communicate research-based recommendations regarding COVID-19 in ways that are relatable to Latino parents and lead to positive parenting during this pandemic. A "how to" video will also be produced showing parents how to implement some of the practices. Project partners include Abriendo Puertas, the largest U.S. parenting program serving low-income Latinos, and Ivanhoe Broadcasting.

Research questions include: 1) What information do parents need (and potentially what misinformation they are being exposed to)? 2) What are they sharing? 3) How does this vary geographically? 4) Can researchers detect differences in public engagement in geographic areas where TV stations air news videos as compared to areas that don't? This project will use data and communication science research strategies (e.g. natural language processing from online sites where parents are asking questions and sharing information) to inform the content of the videos and lead to the adoption of featured behaviors. Data from web searches, public Facebook pages, and Twitter posts will be used to gain a window into parents' main questions and concerns including information regarding hygiene, how to talk about the pandemic without frightening their children, or determining veracity of what they hear and see related to the pandemic.

This organic approach can detect concerns that parents may be unlikely to ask doctors or discuss in focus groups. Methodologically, the researchers will accomplish this by natural language analysis of the topics that parents raise; the words and phrases they use to talk about specific content; and any references to external sources of information. Where possible, the researchers will segment this analysis by geography to see if there are geographical differences in information needs and discourse. A research brief will share new knowledge gained with the field on how to respond to national emergencies, such as the COVID-19 pandemic, using local TV news and reinforcement of messages across contexts. The findings from this award will provide a knowledge base that can be utilized to better inform responses to national emergencies in the future. By broadly disseminating these findings through a research brief, the project?s innovative research will advance the field of communication science.

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.
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TEAM MEMBERS: Alicia Torres
resource research Public Programs
This study addresses the increasing interest in family learning in informal settings by investigating strategies to better engage families in science talk and practices. As part of a larger design-based research study, we examine how scientists and parents use think-pair-share discussion prompts to support families’ understandings about local community water sources and facilitate experimentation with a surface and underground water model. Grounded in sociocultural theory of learning, we focus on parent-child interactions and family sensemaking. We analyzed four water quality workshops with 44
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TEAM MEMBERS: Lucy McClain Yu-Chen Chiu Heather Toomey Zimmerman