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resource research Media and Technology
This "mini-poster," a two-page slideshow presenting an overview of the project, was presented at the 2023 AISL Awardee Meeting.
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TEAM MEMBERS: H Chad Lane Neil Comins Jorge Perez-Gallego David Condon
resource project K-12 Programs
This project will design, develop, and test a sequence of lessons for high school aged youth from east Tennessee that will teach them artificial intelligence concepts by using images from planetary exploration and emerging Generative AI tools to create visually appealing generative artworks and digital stories.
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TEAM MEMBERS: Pengyu Hong
resource research Public Programs
The education research component of the Pulsar Search Collaboratory (PSC) seeks to determine how the PSC experience affects the science identity and STEM career intentions of its participants and how individual programmatic elements influence persistence. These questions are investigated by comparing pre-­‐survey and post-­‐survey results and by examining the participant’s interaction with the PSC online portal. This report d pre/posistilled t survey data that examines student participants’ STEM intentions along a number of dimensions: Science/Engineering Identity, Self-­‐Efficacy, Science
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resource evaluation Public Programs
This report presents findings from the evaluation of four Pulsar Search Collaboratory (PSC) activities: online training, use of website, capstone events at hub institutions, and the PSC summer camp.
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resource research Public Programs
This is the final annual report for the AISL project: Collaborative Research: Developing STEM self-efficacy and science identities through authentic astrophysics research in online and face-to-face environments (STEM-ID). Impact Statement: At 100 meters in diameter, the Green Bank Telescope (GBT) in Pocahontas County, West Virginia, is the largest radio telescope in the United States. It is also one of the most sensitive telescopes in the world for searching for radio signals from exotic stars called pulsars. Pulsars are roughly the size of a city but weigh more than the Sun, making them
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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
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative resources for use in a variety of settings. This project will advance knowledge in the design of interest triggers for science in immersive digital simulation learning games. When learners are interested in a topic, it can have a profound impact on the quality of their learning. Although much is known about how informal learning experiences can promote interest in STEM, much less research has addressed links between technology use and interest development. This Exploratory Pathways project will investigate (1) the impact of entertainment technology use by middle school learners on STEM interest development, (2) the design of interactive educational technologies created specifically to trigger interest in astronomy, and (3) informal learning resources for sustained interaction with STEM content over time. In particular, learners will have the opportunity to interactively explore the scientific consequences of considering alternative versions of Earth via "What if?" questions, such as "What if the earth had no moon?" or "What if the earth were twice its current size?". While using the simulations, learners will be invited to make observations and propose scientific explanations for what they see as different. Given recent discoveries of potentially habitable worlds throughout the Galaxy, such questions have high relevance to public discourse around space exploration, conditions necessary for life, and the long-term future of the human race. Studies will occur across three informal learning settings: museum exhibits, afterschool programs, and summer camps, and are driven by the following research questions: What technology-based triggers of interest have the strongest influence on interest? Which contextual factors are most important for supporting long-term interest development? And, what kinds of technology-based triggers are most effective for learners from audiences who are underrepresented in STEM? This research will result in an empirically tested approach for cultivating interest that will allow educators to leverage the "What if?" pedagogy in their own work, as well as downloadable materials suitable for use in both informal and formal learning settings.

Planned studies will identify features that are effective in triggering interest, with an emphasis on groups underrepresented in STEM, and elaborate on the importance of engaging learners in explanatory dialogues and in service of interest development. It is hypothesized that interacting in such novel ways can act as a trigger for interest in astronomy, physics, and potentially other areas of STEM. Design iterations will also investigate different forms of learning supports, such as guidance from facilitators, collaboration, and automated guidance available within the simulations, and identify how features vary with respect to learning contexts. Data collected will include interview and survey data to track interest development, measures of knowledge in astronomy and physics, and log files of simulation use to better understand how behaviors in the simulations align with stated interests. Results of the studies will advance the theoretical understanding of interest development and its relationship to interactive experiences, and will also have practical implications for the deployment of technology in informal settings by identifying features critical for triggering the interest of middle school learners. 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.
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TEAM MEMBERS: H Chad Lane Jorge Perez-Gallego Neil Comins
resource research Public Programs
How do afterschool programs view their local public libraries? Are they working with them, and in what ways? These are the questions that the Afterschool Alliance, along with its partners at the Space Science Institute’s National Center for Interactive Learning (NCIL) and the American Library Association, wanted to answer. Overall, our goal is to build bridges between the afterschool and library fields, so that both can share knowledge and resources to better serve our youth. While our work together has primarily focused on science, technology, engineering, and math (STEM) education through
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TEAM MEMBERS: Afterschool Alliance Paul Dusenbery Robert Jakubowski Anne Holland Laine Castle Keliann LaConte
resource research Public Programs
This poster was presented at the 2014 AISL PI Meeting in Washington DC. It describes the CLUES project that provides STEM education opportunities to families.
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TEAM MEMBERS: New Jersey Academy for Aquatic Sciences Barbara Kelly
resource research Websites, Mobile Apps, and Online Media
This poster describes Skynet Junior Scholars (NSF award numbers 1223687, 1223235, 1223345) project. Skynet Junior Scholars engages middle and high school aged youth in the study of the Universe using the same tools as professionals by: targeting youth audience enrolled in the 4-H program; building accessibility standards into the SJS design ; using research quality, multi-wavelength telescopes. These telescopes are part of the Skynet Robotic Telescope Network.
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TEAM MEMBERS: University of Chicago Sue Ann Heatherly
resource evaluation Public Programs
The Youth Astronomy Apprenticeship (YAA) is a yearlong, out-of-school time initiative that connects urban teenage youth with astronomy as an effective way to promote scientific literacy and overall positive youth development. The program employs the strategies of a traditional apprenticeship model, common in crafts and trades guilds as well as in higher education. During the apprenticeship, youth develop knowledge and skills to create informal science education projects: through these projects they demonstrate their understanding of astronomy and use their communication skills to connect to
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TEAM MEMBERS: Emma Norland Massachusetts Institute of Technology Susan Foutz Mike Krabill
resource project Public Programs
In the Community Science Learning through Youth Astronomy Apprenticeships (YAA) project, underrepresented urban high school youths, working with recent college grads, conducted astronomy investigations, then translated their personal learning and enthusiasm into outreach programs for younger children, families and community members in an astronomy and space science program. Science education centers at Massachusetts Institute of Technology and Smithsonian Astrophysical Observatory, Boston community-based after school centers and the Institute for Learning Innovation collaborated.
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TEAM MEMBERS: Irene Porro Mary Dussault Susan O'Connor John Belcher