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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: Marti Louw Kevin Crowley Camellia Sanford
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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resource research Exhibitions
The open-access proceedings from this conference are available in both English and Spanish.
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TEAM MEMBERS: John Voiklis Jena Barchas-Lichtenstein Uduak Grace Thomas Bennett Attaway Lisa Chalik Jason Corwin Kevin Crowley Michelle Ciurria Colleen Cotter Martina Efeyini Ronnie Janoff-Bulman Jacklyn Grace Lacey Reyhaneh Maktoufi Bertram Malle Jo-Elle Mogerman Laura Niemi Laura Santhanam
resource evaluation Media and Technology
PocketMacro is a mobile app designed by the Learning Media Design Center at Carnegie Mellon University in collaboration with Stroud Water Research Center, Carnegie Museum of Natural History and Clemson University, and stakeholder input. The PocketMacro app aims to help users better identify benthic macroinvertebrates commonly found in streams and other waterways. Rockman et al Cooperative (REA), an independent educational evaluation group, designed a summative study to explore the effectiveness of the app in supporting users’ aquatic macroinvertebrate identification. The purpose of the
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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 evaluation Media and Technology
Engaging Faith-based Communities in Citizen Science through Zooniverse was an 18-month pilot initiative funded by the Alfred P. Sloan Foundation. Any opinions, findings, or recommendations expressed are those of the authors and do not necessarily reflect the views of the Sloan Foundation. The goals of this initiative were to broaden participation in citizen science (aka people-powered research) among religious and interfaith communities by establishing pathways for them to engage with science using the online Zooniverse platform, and to build positive, long-term relationships with these
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TEAM MEMBERS: Grace Wolf-Chase Katy Hinman Laura Trouille
resource research Media and Technology
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.
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TEAM MEMBERS: Rundong Jiang Xiaotong Ding Joy Massicotte Rundong Jiang Kim Spangenberg Shannon Sung
resource research Media and Technology
Who speaks for “citizen science” on Twitter? Which territory of citizen science have they made visible so far? This paper offers the first description of the community of users who dedicate their online social media identity to citizen science. It shows that Twitter users who identify with the term “citizen science” are mostly U.S. science professionals in environmental sciences, and rarely projects' participants. In contrast to the original concept of “citizen science”, defined as a direct relationship between scientists and lay participants, this paper makes visible a third category of
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TEAM MEMBERS: Elise Tancoigne
resource project Media and Technology
Informal learning environments offer a range of educational observations. Lately, many venues have adopted livestreaming and digital archiving, both as additional access for a wider offsite audience and as alternative ways to engage the onsite audience. Students can observe animals and plants from a different continent through a live camera feed, or they can watch an online recording of a science experiment even if they missed the live demonstration. However, livestreamed or archived observations remain a mostly passive experience, offering limited interactions beyond watching the videos. One way to create more active learning opportunities from these observations is to use sensors such as thermal cameras as additional streaming devices, which transmit real-time images and data that not only reveal more about what is being observed, but also allow the audience to ask deeper questions, find answers by interacting with the data, apply science knowledge in a relevant context, and become an active participant in scientific inquiry.

This project has created Telelab, a cloud platform for livestreaming and archiving interactive observations to promote citizen science. Powered by the Internet of things (IoT), Telelab allows informal science educators to present exhibits, living organisms or ecosystems through the use of sensors and actuators. Audiences both onsite and offsite can visualize biological processes in situ, such as thermoregulation, thermogenesis, metabolism, etc., or they can investigate physics and chemistry experiments by analyzing experimental data in combination with the video stream.

This work 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 opportunities for the public in informal environments; provide multiple pathways for broadening access to and engagement in STEM learning experiences; advance innovative research on and assessment of STEM learning in informal environments; and engage the public of all ages in learning STEM in informal environments.
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TEAM MEMBERS: Charles Xie Shannon Sung Rundong Jiang
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
Refugee youth are particularly vulnerable to STEM disenfranchisement due to factors including limited or interrupted schooling following displacement; restricted exposure to STEM education; and linguistic, cultural, ethnic, socioeconomic, and racial minority status. Refugee youth may experience a gap in STEM skills and knowledge, and a conflict between the identities necessary for participation in their families and communities, and those expected for success in STEM settings. To conduct research to better understand these challenges, an interrelated set of activities will be developed. First, youth will learn principles of physics and computing by participating in cosmic ray research with physicists using an instructional approach that builds from their home languages and cultures. Then youth periodically share what they are learning in the cosmic ray research with their parents, siblings, and science teachers at family and community science events. Finally, youth conduct reflective research on their own STEM identity development over the course of the project. Research on learning will be conducted within and across these three strands to better understand how refugee youth develop STEM-positive identities. This project will benefit society by improving equity and diversity in STEM through (1) creating opportunities for refugee youth to participate in physics research and to develop computing skills and (2) producing knowledge on STEM identity development that may be applied more broadly to improve STEM education. Deliverables from this project include: (a) research publications on STEM identity and learning; (b) curriculum resources for teaching physics and computing to multilingual youth; (c) an online digital storytelling exhibit offering narratives about belonging in STEM research which can be shared with STEM stakeholders (policy makers, scientists, educators, etc.); and (d) an online database of cosmic ray data which will be available to physicists worldwide for research purposes. This Innovations in Development proposal 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.

This program is designed to provide multiple contexts, relationships, and modes across and within which the identity work of individual students can be studied to look for convergence or divergence. To achieve this goal, the research applies a linguistic anthropological framework embedding discourse analysis in a larger ethnography. Data collected in this study include field notes, audio and video recordings of naturalistic interactions in the cosmic ray research and other program activities, multimodal artifacts (e.g., students' digital stories), student work products, interviews, and surveys. Critically, this methodology combines the analysis of identity formation as it unfolds in moment-to-moment conversations (during STEM learning, and in conversations about STEM and STEM learning) with reflective tasks and the production of personal narratives (e.g., in digital stories and interviews). Documenting convergence and divergence of STEM identities across these sources of data offers both methodological and theoretical contributions to the field. The research will offer thick description of the discursive practices of refugee youth to reveal how they construct identities related to STEM and STEM disciplines across settings (e.g., during cosmic ray research, while creating digital stories), relationships (e.g., peer, parent, teacher), and the languages they speak (e.g., English, Swahili). The findings will be of potential value to instructional designers of informal learning experiences including those working with afterschool, museums, science centers and the like, educators, and scholars of learning and identity.

This Innovations in Development 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: Tino Nyawelo John Matthews Jordan Gerton Sarah Braden