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resource project Exhibitions
RISES (Re-energize and Invigorate Student Engagement through Science) is a coordinated suite of resources including 42 interactive English and Spanish STEM videos produced by Children's Museum Houston in coordination with the science curriculum department at Houston ISD. The videos are aligned to the Texas Essential Knowledge and Skills standards, and each come with a bilingual Activity Guide and Parent Prompt sheet, which includes guiding questions and other extension activities.
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TEAM MEMBERS:
resource project Media and Technology
The New England Aquarium will create Conservation STEM — an online curriculum that features engaging videos and hands-on activities aligned with state and national standards that are easily accessible for teachers to use in the classroom. The project responds to a need that the aquarium’s Teacher Advisory Council — composed of Pre-K through 12 teachers from the greater Boston area — identified, which was to help students develop critical and systems thinking skills. It also will provide a means for teachers to engage students with authentic experiences to address real-world problems and build an understanding of the need for a balanced use of the ocean.
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TEAM MEMBERS: Leigh Clayton
resource research Media and Technology
This poster presents findings from a study comparing the engagement, learning, and value between virtual and physical versions of the Mystery Skulls exhibit, which were designed to elicit productive struggle. Findings showed that there were no significant differences between the two versions in terms of what participants learned and valued from the exhibit, but participants who used the virtual version had longer use times than those engaged in the physical exhibit. This poster was presented to museum professionals at the Association of Science and Technology Centers (ASTC) at a virtual
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TEAM MEMBERS: Youngseo Yi Cara Murphy Katie Todd Maxwell Kornbluth Rachel Kupferman Lia Reznik Arianna Shifman Rachel Fyler
resource research Media and Technology
This project's goals are to: Enable participants to contribute to any or all stages of the scientific process and enhance their learning using an online citizen science platform and live bird cams. Generate new scientific knowledge about wildlife. Advance the understanding of effective project design for co-created online citizen-science projects at a national scale. This poster was presented at the 2021 NSF AISL Awardee Meeting.
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TEAM MEMBERS: Miyoko Chu Tina Phillips David Bonter Rachael Mady Charles Eldermire Benjamin Waters Jennifer Borland Claire Quimby Laura Atwell
resource evaluation Media and Technology
PocketMacro is a mobile app designed by The Human-Computer Interaction Institute at Carnegie Mellon University to help users better identify benthic macroinvertebrates commonly found in streams and other waterways. In Summer 2021, the app and other supplemental materials were highlighted during trainings for educators held at the Stroud Water Research Center. The evaluation team from Rockman et al Cooperative (REA) surveyed and interviewed educators who participated in the summer trainings to determine what they took away from the experience and to gather feedback about the PocketMacro app
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resource research Media and Technology
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.
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TEAM MEMBERS: Sarah Schulwitz Vanessa Fry Sarah Hagenah
resource project Media and Technology
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.

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. The project will develop and research an integrated package of high-quality, widely accessible media and other outreach materials designed to engage middle school youth, educators, and libraries in learning about viruses in relation to COVID-19. There is an immediate need to provide youth with accurate, engaging, and accessible materials to help them understand the basic biology underlying the COVID-19 pandemic, including the routes of COVID-19 transmission and mechanisms to prevent its spread. This is particularly important for those without science backgrounds or interests so that the rumors, hearsay, and gossip circulating among youth can be replaced with research-based information. Since 2007, the project team and partners have focused on developing and studying new ways of educating youth and the public about biology, virology, and infectious disease. The project will develop a web-accessible package of customizable graphics, illustrated stories, and essays--all of which can be easily incorporated into free-choice and directed on-line learning as well standards-based lesson plans for Grades 6-8. These resources will be disseminated broadly and at no cost to youth and educators of all kinds, including schools, libraries, museums, and other established networks for formal and informal science education. The project web package will be linked to multiple websites that serve as important educational resources on science and virology for youth, the general public, and educators. A prominent university press will publish and promote the illustrated stories and support distribution of 7,000 free copies.

The project will conduct research examining how richly-illustrated science narratives impact youth understanding of and curiosity about science. The research will help develop the foundation for better understanding how to educate youth about COVID-19 (and future pandemics) while generating new knowledge about effective methods for public science outreach during a major unanticipated natural event. For formative evaluation, the project will use an innovative rapid response feedback method. Youth will be invited to provide timely, specific comments on the serialized stories through a curated portal. As new excerpts are related online, different questions will be posed to youth who are selected because of specific characteristics (e.g., low or high initial science interest). These data will guide story development in real time and provide a mechanism to gauge the story appeal, comprehensibility, and initial impacts. The project will address two research questions: (1) How effective are illustrated stories in having positive impacts among participants on COVID-19 knowledge, science identity, attitudes, and interest in science careers?; and (2) How do story lines and characters have differential impacts on virus knowledge, epidemiology, and youth attitudes towards science and science careers? To conduct this research, the project will conduct online surveys using adapted items from prior research conducted by the project team. Additional items will assess COVID-19 knowledge, attitudes, personal experiences with the virus, well-being, and exposure to public health messaging about the virus. Research findings will be shared widely to inform the field about new ways delivering science education content during the advent of rapidly evolving global and educational challenges.

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: Judy Diamond Julia McQuillan Patricia Wonch Hill Elizabeth VanWormer
resource project Media and Technology
The New York Hall of Science (NYSCI) will develop, test, market, and disseminate an interactive graphic novel iBook that will use the interests of young people (ages 10–14) in animals and comics to engage them in learning about health and clinical research. Provisionally called “Transmission: Astonishing Tales of Human-Animal Diseases,” the project represents a new approach to engaging young people in biomedical science learning.

Graphic novels are one of the fastest growing categories in publishing and bookselling, and today, they are significantly more sophisticated than the comics that came before them. They are also enormously popular among young people. The proposed graphic novel iBook will focus on the diseases that humans and animals share and pass between them (sometimes to devastating consequences), from Ebola, bird flu, and West Nile disease to influenza, measles, and pneumonia. Moreover, like many other contemporary graphic novels, it will address a pressing issue of the day—amely, the growth of zoonotic and anthropozoonotic diseases.

The iBook will be developed in a digital, interactive format (a growing trend within the genre) and, like many graphic novel titles, will take a mystery and forensic crime approach to exploring its content. Ultimately, Transmission will become a national model for conveying biomedical understanding through the use of up-to-the-minute interactive iBook technologies and an engaging graphic novel format.
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TEAM MEMBERS: martin weiss Geralyn Abinader
resource project Media and Technology
Increasingly, scientists and their institutions are engaging with lay audiences via media. The emergence of social media has allowed scientists to engage with publics in novel ways. Social networking sites have fundamentally changed the modern media environment and, subsequently, media consumption habits. When asked where they primarily go to learn more about scientific issues, more than half of Americans point to the Internet. These online spaces offer many opportunities for scientists to play active roles in communicating and engaging directly with various publics. Additionally, the proposed research activities were inspired by a recent report by the National Academies of Sciences, Engineering, and Medicine that included a challenge to science communication researchers to determine better approaches for communicating science through social media platforms. Humor has been recommended as a method that scientists could use in communicating with publics; however, there is little empirical evidence that its use is effective. The researchers will explore the effectiveness of using humor for communicating about artificial intelligence, climate science and microbiomes.

The research questions are: How do lay audiences respond to messages about scientific issues on social media that use humor? What are scientists' views toward using humor in constructing social media messages? Can collaborations between science communication scholars and practitioners facilitate more effective practices? The research is grounded in the theory of planned behavior and framing as a theory of media effects. A public survey will collect and analyze data on Twitter messages with and without humor, the number of likes and re-tweets of each message, and their scientific content. Survey participants will be randomly assigned to one of twenty-four experimental conditions. The survey sample, matching recent U.S. Census Bureau data, will be obtained from opt-in panels provided by Qualtrics, an online market research company. The second component of the research will quantify the attitudes of scientists toward using humor to communicate with publics on social media. Data will be collected from a random sample of scientists and graduate students at R1 universities nationwide. Data will be analyzed using descriptive statistics and regression modeling.

The broader impacts of this project are twofold: findings from the research will be shared with science communication scholars and trainers advancing knowledge and practice; and an infographic (visual representation of findings) will be distributed to practitioners who participate in research-practice partnerships. It will provide a set of easily-referenced, evidence-based guidelines about the types of humor to which audiences respond positively on social media.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Sara Yeo Leona Yi-Fan Su Michael Cacciatore
resource project Media and Technology
This four-year research study will investigate families' joint media engagement (JME) and informal STEM learning while listening to the child-focused STEM podcast, Brains On! Prior research has shown that the setting where families most often listen to this podcast together is the family automobile as children are being driven to school, on road trips, or other activities. Brains On! is rooted in the mission-driven principle of public radio to educate and inspire. The target audience is children 5-12 years old and their parents or caregivers. Each episode ranges from 20-45 minutes in length and presents ideas from a variety of STEM disciplines such as physics, chemistry, biology and engineering featuring sound-rich explanations of concepts through fun skits, original songs and interviews with scientists. The episodes use a light-hearted, humorous approach to share oftentimes complex STEM information. To provide an interactive experience, hosts encourage the audience to participate with the show by sending in drawings, emailing photos of plants and animals, or posing questions to be answered in future episodes. Every episode is co-hosted by a different child who interviews top scientists about their work. The scientists are selected to be representative of the range of topics presented and are meant to serve as role models for the listeners and demonstrating a wide range of career options in the STEM field.

The research adds to the social learning theory of joint media engagement (JME) which has shown that interactions between people sharing a media experience can result in learning together. Recent work on Joint Media Engagement has focused on parent/child interactions with television/video in the home. But little is known about how families engage with children's STEM podcasts together and what learning interactions occur as a result. Even less is known about this engagement within an automobile setting. This research project will build new knowledge filling a gap in the informal STEM learning field. It will use a mixed-methods research design with three phases of research to answer these questions: 1) How does the Brains On! podcast mediate STEM-based joint media engagement and family learning in an automobile setting? 2) What does STEM based joint media engagement and family learning look and sound like in this setting? 3) How do "in-automobile" factors foster or impede STEM-based joint media engagement and family learning? Phase 1 is a listener experience video study of 30 families listening to the Brains On! episodes. Phase 2 is video-based case studies of the natural automobile-based listening behaviors of eight Phase 1 families. Phase 3 is an online survey of Brains On! listeners to understand how representative the findings from Phases 1 and 2 are to the larger Brains On! Research. Results will be shared widely with key audiences that can use the findings (media developers, ISE practitioners, ISE evaluators and researchers, and families). It will also make an important contribution to the Joint Media Engagement literature and the ISE field.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Amy Grack Nelson Molly Bloom
resource project Media and Technology
A team of experts from five institutions (University of Minnesota, Adler Planetarium, University of Wyoming, Colorado State University, and UC San Diego) links field-based and online analysis capabilities to support citizen science, focusing on three research areas (cell biology, ecology, and astronomy). The project builds on Zooniverse and CitSci.org, leverages the NSF Science Gateways Community Institute, and enhances the quality of citizen science and the experience of its participants.

This project creates an integrated Citizen Science Cyberinfrastructure (CSCI) framework that expands the capacity of research communities across several disciplines to use citizen science as a suitable and sustainable research methodology. CSCI produces three improvements to the infrastructure for citizen science already provided by Zooniverse and CitSci.org:


Combining Modes - connecting the process of data collection and analysis;
Smart Assignment - improving the assignment of tasks during analysis; and
New Data Models - exploring the Data-as-Subject model. By treating time series data as data, this model removes the need to create images for classification and facilitates more complex workflows. These improvements are motivated and investigated through three distinct scientific cases:
Biomedicine (3D Morphology of Cell Nucleus). Currently, Zooniverse 'Etch-a-Cell' volunteers provide annotations of cellular components in images from high-resolution microscopy, where a single cell provides a stack containing thousands of sliced images. The Smart Task Assignment capability incorporates this information, so volunteers are not shown each image in a stack where machines or other volunteers have already evaluated some subset of data.
Ecology (Identifying Individual Animals). When monitoring wide-ranging wildlife populations, identification of individual animals is needed for robust estimates of population sizes and trends. This use case combines field collection and data analysis with deep learning to improve results.
Astronomy (Characterizing Lightcurves). Astronomical time series data reveal a variety of behaviors, such as stellar flares or planetary transits. The existing Zooniverse data model requires classification of individual images before aggregation of results and transformation back to refer to the original data. By using the Data-as-Subject model and the Smart Task Assignment capability, volunteers will be able to scan through the entire time series in a machine-aided manner to determine specific light curve characteristics.


The team explores the use of recurrent neural networks (RNNs) to determine automated learning architectures best suited to the projects. Of particular interest is how the degree to which neighboring subjects are coupled affects performance. The integration of existing tools, which is based on application programming interfaces (APIs), also facilitates further tool integration. The effort creates a citizen science framework that directly advances knowledge for three science use cases in biomedicine, ecology, and astronomy, and combines field-collected data with data analysis. This has the ability to solve key problems in the individual applications, as well as benefiting the research of the dozens of projects on the Zooniverse platform. It provides benefits to researchers using citizen scientists, and to the nearly 1.6 million citizen scientists themselves.

This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Division of Research on Learning in Formal and Informal Settings, within the NSF Directorate for Education and Human Resources.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Gregory Newman Subhashini Sivagnanam Laura Trouille Sarah Benson-Amram Jeff Clune Lucy Fortson Craig Packer Christopher Lintott Daniel Boley
resource project Media and Technology
This project develops and examines place-based learning using mobile augmented reality experiences for rural families where museums and science centers are scarce yet where natural resources are rich with outdoor trails, parks, and forestlands. The collaborative research team, with members from rural libraries, outdoor learning centers, learning scientists at Penn State University, and rural communities in Pennsylvania, will develop augmented reality and mobile learning resources for families and children aged from 4 to 12. The goal is to help people see what is not visible in real-time in order to learn about life and earth sciences based on local watersheds, trees, and seasonal cycles that are familiar and relevant to rural communities. To accomplish this goal, the project team will create scientifically meaningful experiences for rural families and children in their out-of-school time through three iterations of research and design. Although there is evidence that augmented reality can support learning, little empirical research has been conducted to determine what makes one type of augmented learning experience more effective than others in outdoor learning spaces. This project will produce research findings on the utility of augmented reality for science learning with families and youths outdoors. This Innovations in Development 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

Through a four-year design-based research study, researchers will investigate three research questions. (1) How can outdoor learning experiences be enhanced with augmented reality and digital resources in ways that make science more visible and interesting?; (2) How do different forms of augmentations on trails and in gardens support science learning? 3) What social roles do children and parents play in supporting each other's science learning and connections to rural communities? Data collection includes video-recordings of children and families in the outdoors, learning analytics of people's behavior, and interviews with rural families. The project's research design will allow for the development of theory, which supports rural families learning science within and about their communities. At the end of the project, the team will offer generalizable design principles for technologically-enhanced informal learning for outdoor displays, gardens, and trails.

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: Heather Toomey Zimmerman Susan Land