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resource project Public Programs
The Adler Planetarium will expand access to STEM programs for African American and Latinx Chicago teens through a progressive series of entry-point, introductory, intermediate, and advanced level programs. Students in grades 7–12 will be invited to join teams of scientists, engineers, and educators to undertake authentic scientific research and solve real engineering challenges. In collaboration with schools and community-based organizations, Adler will develop and implement new participant recruitment and retention strategies to reach teens in specific neighborhoods. The initiative will help address the underrepresentation of Latinx and African Americans in engineering.
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TEAM MEMBERS: Kelly Borden
resource research Media and Technology
The popularity of the anti-vax movement in the United States and elsewhere is the cause of new lethal epidemics of diseases that are fully preventable by modern medicine [Benecke and DeYoung, 2019]. Creationism creeps into science classrooms with the aim of undermining the teaching of evolution through legal obligations or school boards’ decisions to present both sides of a debate largely foreign to the scientific community [Taylor, 2017]. And one simply has to turn on the TV and watch so-called science channels to be bombarded with aliens, ghosts, cryptids and miracles as though they are
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TEAM MEMBERS: Alexandre Schiele
resource evaluation Public Programs
With funding from the NASA Science Activation program, the Space Science Institute (SSI) launched NASA@ My Library in 2016. The vision of NASA@ My Library was to help public libraries and state library agencies increase NASA and STEM learning opportunities for library patrons throughout the U.S., including those in geographic areas and populations currently underserved in STEM education. SSI worked closely with its partners, including the American Library Association (ALA), Cornerstones of Science (CoS), the Lunar and Planetary Institute (LPI), and the Pacific Science Center’s Portal to the
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resource project Exhibitions
NASA@ My Library is made possible through the support of the National Aeronautics and Space Administration (NASA) Science Mission Directorate as part of its Science Activation program. The project is led by the National Center for Interactive Learning (NCIL) at the Space Science Institute (SSI) in partnership with the American Library Association (ALA) Public Programs Office, Lunar and Planetary Institute (LPI), and Education Development Center (EDC). From 2016-2020, 78 public libraries (75 partner libraries and 3 pilot libraries), 18 State Library Agencies, 6 Portal to the Public Network sites, and 30 NASA-funded scientists participated in the project. More than 225,000 library patrons were reached through their efforts.

In 2021-2022, public libraries, universities, and state library agencies will participate in the project to increase and enhance STEAM learning opportunities in their communities, with an emphasis on reaching audiences underrepresented in STEM education and professions. 
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TEAM MEMBERS: Keliann LaConte Paul Dusenbery Anne Holland James Harold Melanie Welch Lainie Castle Christine Shupla Jessica Santascoy Ginger Fitzhugh
resource research Media and Technology
Peer production projects involve people in many tasks, from editing articles to analyzing datasets. To facilitate mastery of these practices, projects offer a number of learning resources, ranging from project-defined FAQsto individually-oriented search tools and communal discussion boards. However, it is not clear which project resources best support participant learning, overall and at different stages of engagement. We draw on Sørensen's framework of forms of presence to distinguish three types of engagement with learning resources: authoritative, agent-centered and communal. We assigned
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TEAM MEMBERS: Corey Brian Jackson Carsten Osterlund Kevin Crowston Mahboobeh Harandi Laura Trouille
resource project Media and Technology
It is estimated that there could be 40 billion earth-sized planets orbiting in the habitable zones of stars in the Milky Way. Major advances in long range telescopes have allowed astronomers to identify thousands of exoplanets in recent decades, and the discovery of new exoplanets is a now a common occurrence. Public excitement for the discoveries grown alongside these discoveries, thus opening new possibilities for inspiring a new generation of scientists and engineers that may dream of one day visiting these planets. This project investigates the use of interactive, intelligent educational technologies to generate interest in STEM by allowing learners to explore and even create their own exoplanets. Research will occur across several informal learning contexts, including summer camps, after school programs, planetarium shows, and at home. The approach is based on the idea of "What if?"questions about Earth (e.g., "What if the Moon did not exist?"), designed to trigger interest in STEM and frame exploratory and elaborative discussions around hypothetical science questions that are subsequently linked to the search for habitable exoplanets. Learners are able to interact with and explore scientifically accurate simulations of alternative versions of Earth, while making observations and posing explanations for what they see. Technology-based informal learning experiences designed to act as triggers for and sustainment of interest in STEM have the potential to plug the leaky STEM pipeline, and thus have profound implications for the future of science and technology in the United States.

The project seeks to advance the science of designing technologies for promoting interest in STEM and informal astronomy education in several ways. First, the project will develop simulations for exploratory learning about astronomy and planetary science. These simulations will present hypothetical worlds based on what-if questions and feasible models of known exoplanets, thus giving learners a chance to better understand the challenges of finding a habitable world and learning about what is needed to survive there. Second, a new PBS NOVA Lab will be developed that will focus on Exoplanet education. This web-based activity has the potential to reach millions of learners and will help them understand how planets are formed and the requirements for supporting life. Learners who use the lab will have an opportunity to invent their own exoplanets and export them for first-person exploration. Third, researchers on the project will design and implement Artificial Intelligence-based pedagogical agents to support learning and promote interest. These agents will inhabit the simulations with the learner, acting as a coach and guide, and be designed to be culturally responsive and personalized based on learner preferences. Fourth, interactive exoplanet-focused planetarium shows, that will involve live interaction with simulations, will take place at the Fiske Planetarium (Boulder, CO). Finally, the project will develop a server-based infrastructure for tracking and supporting long term development of interest in STEM. This back-end will track fine-grained behaviors, including movement, actions, and communications in the simulations. Such data will reveal patterns about how interest develops, how learners engage in free-choice learning activities, and how they interact with agents and peers in computer simulations. A design-based research methodology will be employed to assess the power of these different experiences to trigger interest and promote learning of astronomy. A range of different pathways for interest in STEM will therefore be considered and assessed. Research will measure the power of these experiences to trigger interest in STEM and promote re-engagement over time. Innovation lies in the use of engaging and intelligent technologies with thought-provoking pedagogy as a method for extended engagement of diverse young learners in STEM. Project research and educational resources will be widely disseminated to researchers, designers developers and the general public via peer-reviewed research journals, conference presentations, informal STEM education networks of science museums, children's museums, Fab Labs, and planetariums, and public media such as public television's NOVA science program website.

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: H Chad Lane Neil Comins Jorge Perez-Gallego David Condon
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 Public Programs
NASA's Universe of Learning provides resources and experiences that enable diverse audiences to explore fundamental questions in astronomy, experience how science is done, and discover the universe for themselves. Using its direct connection to science and science experts, NASA's Universe of Learning creates and delivers timely and authentic resources and experiences for youth, families, and lifelong learners. The goal is to strengthen science learning and literacy, and to enable learners to discover the universe for themselves in innovative, interactive ways that meet today's 21st century needs. The program includes astronomical data tools, multimedia resources, exhibits and community programs, and professional learning experiences for informal educators. It is developed through a unique partnership between the Space Telescope Science Institute, Caltech/IPAC, the Jet Propulsion Laboratory, the Smithsonian Astrophysical Observatory, and Sonoma State University.
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TEAM MEMBERS: Denise Smith Gordon Squires Kathy Lestition Anya Biferno Lynn Cominsky
resource project Media and Technology
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. The team of Associated Universities Inc. (AUI), Michigan State University (MSU), California Academy of Science (the Academy), Astronomical Society of the Pacific (ASP), and Association of Universities for Research in Astronomy (AURA), will bring together experts in astronomy, STEM education, and planetarium show production. This work will tell the story of the people and places that make "big astronomy" possible, particularly the search for exoplanets and understanding of how planets form. The show and related materials will be presented in dozens of venues around the USA and internationally. Through a planetarium show and learning experiences that extend beyond the theater, the team will take visitors to extreme sites of the NSF ground-based observatories on the mountains of Chile and meet the diverse people who enable amazing discoveries in astronomy. In addition, the project develops the Dome+ model, which ensures engagement does not end with the planetarium. Dome+ will include additional content, weekly virtual sessions with STEM professionals, and a suite of closely linked outreach activities. Dome+ will serve as a model to extend engagement and increase the impact of future planetarium shows. Project goals include 1) increasing awareness of the research in astronomy being made at the NSF-funded observatories in Chile, 2) increasing awareness and interest in diverse STEM career opportunities at large observatories and related institutions in the USA, 3) increasing knowledge of science enabled by big observatories, 4) increasing Latinx perceptions as someone who can have a career at a major observatory, and 5) developing the Dome+ model and identify best practices for implementation. Iterative and summative evaluation of the project by collaborators at MSU will address four main questions: How does the Dome+ model affect visitors' perceptions of diversity of careers in STEM? How does the Dome+ model affect visitors' interest and understanding of Chile as an ideal observing location for astronomy? How does the Dome+ model support visitors' interest and understanding of the science of exoplanets? How do planetariums implement Dome+, and how does implementation affect the outcomes for visitors? The impact assessment component of this project takes places in four phases. The goals of the first phase are to leverage the expertise of the research team to inform the creation of the planetarium show and to set up a robust research agenda to be achieved in Years 2-4 of the project. The goals of the second phase are to collect preliminary data from visitors on their responses to planetarium show content and to use this information to advise on edits to the show and to develop the content and format of the web-portal and educational materials. The goal of the third phase is to then collect data on how effectively the technology-rich environments of the three components of the Dome+ model (planetarium show, web-portal, educational materials) work in concert to reach the intended goals of changing visitors' perceptions of diversity in STEM, engaging visitors with astronomy content on exoplanets, and exposing visitors to the wonders of astronomy research in Chile. The goal of the fourth phase is to perform data analysis, synthesize findings and make recommendations for future implementations of the Dome+ model for practitioners. 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: Timothy Spuck Vivian White Ryan Wyatt Shannon Schmoll National Radio Astronomy Observatory
resource project Media and Technology
The Space and Earth Informal STEM Education (SEISE) project, led by the Arizona State University with partners Science Museum of Minnesota, Museum of Science, Boston, and the University of California Berkeley’s Lawrence Hall of Science and Space Sciences Laboratory, is raising the capacity of museums and informal science educators to engage the public in Heliophysics, Earth Science, Planetary Science, and Astrophysics, and their social dimensions through the National Informal STEM Education Network (NISE Net). SEISE will also partner on a network-to-network basis with other existing coalitions and professional associations dedicated to informal and lifelong STEM learning, including the Afterschool Alliance, National Girls Collaborative Project, NASA Museum Alliance, STAR_Net, and members of the Association of Children’s Museums and Association of Science-Technology Centers. The goals for this project include engaging multiple and diverse public audiences in STEM, improving the knowledge and skills of informal educators, and encouraging local partnerships.

In collaboration with the NASA Science Mission Directorate (SMD), SEISE is leveraging NASA subject matter experts (SMEs), SMD assets and data, and existing educational products and online portals to create compelling learning experiences that will be widely use to share the story, science, and adventure of NASA’s scientific explorations of planet Earth, our solar system, and the universe beyond. Collaborative goals include enabling STEM education, improving U.S. scientific literacy, advancing national educational goals, and leveraging science activities through partnerships. Efforts will focus on providing opportunities for learners explore and build skills in the core science and engineering content, skills, and processes related to Earth and space sciences. SEISE is creating hands-on activity toolkits (250-350 toolkits per year over four years), small footprint exhibitions (50 identical copies), and professional development opportunities (including online workshops).

Evaluation for the project will include front-end and formative data to inform the development of products and help with project decision gates, as well as summative data that will allow stakeholders to understand the project’s reach and outcomes.
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resource project Exhibitions
The Orlando Science Center (OSC) in partnership with BASE Camp Children's Cancer Foundation and the University of Central Florida (UCF) will engage chronically ill children (cancer, sickle-cell, HIV/AIDS, etc.) and other Orlando area youth ages 10-18 who face the greatest educational disparities in NASA-themed Aeronautics, Space Exploration, and Space Science exhibits through a STEM engagement and educator professional development project entitled STEM Satellites: A Mobile Mathematics and Science Initiative for Orlando Metropolitan Area Children's Hospitals. OSC will partner with educational researchers, evaluators, and planetary scientists from the University of Central Florida to create three mobile exhibits for each of the three children's hospitals in the Orlando metropolitan area. Two additional sets of the three mobile carts will be used at OSC and UCF. The three mobile exhibits will be based on the planned NASA missions that the UCF planetary scientists are leading including a Mars-themed exhibit focusing on space exploration, an asteroid-themed exhibit, and an exhibit on microgravity. Each cart will include multiple STEM activities that incorporate NASA data and artifacts from prior NASA missions, UCF planetary science collections, and Kennedy Space Center. OSC will provide professional development and training to BASE Camp volunteers who will supervise the use of the mobile exhibits in the hospitals. These exhibits will provide authentic experiences that mirror current and planned NASA missions at a level that the children can understand. These hands-on and engaging exhibits will not only help motivate children to pursue STEM careers but will also help educate the general public about the exciting and important work that NASA carries out. Providing this level of engaging and authentic STEM activities through the mobile exhibits to this historically underrepresented population is unprecedented.
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TEAM MEMBERS: JoAnn Newman Josh Colwell Brandan Lanman Megan Nickels