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resource evaluation Media and Technology
In spring 2019, WestEd conducted a pilot study using five playlists to understand the feasibility of implementing the playlists in afterschool programs and to discuss the potential impact of the playlists on student science learning. The research questions were: 1) How are the playlists implemented in after-school programs? 2) What is the potential impact of playlists on student science knowledge and skills? Student science knowledge was measured using the ScienceQuest test, and attitudes towards science were measured by the Emerging STEM Learning Activation Survey. Data were analyzed using a
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TEAM MEMBERS: Linlin Li Ben Mahrer Gary Weiser Ari Orenstein Eunice Chow Sara Atienza Joan Freese Momoko Hayakawa
resource research Public Programs
This poster was presented at the 2021 NSF AISL Awardee Meeting. Makerspaces and making-related programs are often inaccessible, unaffordable, or simply not available to underserved youth. This three-year, Innovations in Development project involves partnership with four Recreation Centers (two each in Baltimore and Pittsburgh) to (1) train educators in equity-oriented approaches to making, (2) create four learning hubs, (3) develop and test equity-based curricula in each space, and (4) establish a replicable Localization Toolkit for future implementation in other communities.
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TEAM MEMBERS: Andrew Coy Foad Hamidi
resource project Informal/Formal Connections
This award is funded in part under the American Rescue Plan Act of 2021 (Public Law 117-2).

This project will create the specification for a learner-controlled system to represent youth learning in Out-of-School-Time (OST) settings, to improve access to future Science, Technology, Engineering, and Mathematics (STEM) learning opportunities. For learners to pursue a STEM education, and STEM careers, they must be able to move through "gatekeeping" mechanisms that filter and sort students based on factors such as prior coursework and grades, teacher recommendations, and language proficiency assessments. Even though abundant evidence shows that such measures fail to capture all important aspects of STEM learning, they are traditionally relied upon in secondary and post-secondary STEM education contexts as indicators of preparation for future STEM learning. These systemic processes exclude certain minoritized groups, including Black, Indigenous, and other people of color (BIPOC), low income, immigrant and refugee youth, and youth learning English, from high-quality secondary and post-secondary STEM learning experiences because existing measures do not validate their prior knowledge and experiences. Yet, minoritized youth often engage in OST STEM learning opportunities, where their readiness for future learning opportunities is nurtured and valued. One challenge is to reliably document this readiness in a usable format so youth can access new STEM learning opportunities, especially in post-secondary contexts. This project builds strategically upon earlier work focusing on the democratization of STEM learning through vehicles such as digital micro-credentials or badges, and upon digital portfolios. Missing from these earlier efforts was integration of these platforms with an infrastructure that connected youth learners to OST STEM learning organizations and to future STEM learning opportunities. This Innovations in Development project brings together minoritized youth and their families, OST providers, and admissions officials from higher education institutions to explore the needed design features for OST "transcripts," and user stories that describe how software systems can support their creation and sharing. Grounded in the concept of mastery-based learning, where learning is demonstrated via action, learners will control what is included in the transcript so that they create their own narratives about their learning experiences. Recognizing that documentation is not the key focus of most STEM OST organizations, this project will provide direct support for identifying and codifying learning goals or outcomes that learners and their families find relevant and important within different STEM activities. 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.

The project will take a Design-Based Implementation Research (DBIR) approach and proceed by convening representatives from three main stakeholder groups (youth and their families, OST providers, and admissions staff) to engage in a series of discovery and design activities. Project partners, including the Mastery Transcript Consortium (MA), STEAMville (IL), STUDIO (WA), and Wolverine Pathways (MI), will work together with the PIs to design templates learners can use to characterize STEM learning from each provider, aligned with different STEM learning foci (e.g., computer science, computational thinking, cross-cutting concepts, science and engineering practices, and mathematics). Data collected from these sessions will be used to address the following research questions: (1) How and why do youth and families from minoritized communities understand and choose to participate in STEM OST learning opportunities?, (2) How do youth understand and interact with STEM OST learning opportunities?, (3) How do OST providers characterize the STEM learning goals in the activities they provide?, and (4) How do college admissions personnel view the role of informal STEM learning as part of a holistic admissions process? This work has the potential to further the understanding of how OST learning can be documented and shared as a part of the larger ecosystem of STEM learning trajectories. By deeply engaging the perspectives and voices of minoritized youth and families, this project seeks to develop a valid and trustworthy instrument that recognizes and serves their STEM learning, thus broadening the participation of minoritized youth in STEM education and careers. This work will also benefit OST providers, by translating the documentation of youth STEM learning into forms that may help communicate the efficacy of their programs in ways that further their missions, including communicating evidence of effectiveness to both future participants and funders.
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TEAM MEMBERS: Barry Fishman Leslie Herrenkohl Katie Headrick Taylor Nichole Pinkard
resource research Public Programs
Described by Wohlwend, Peppler, Keune and Thompson (2017) as “a range of activities that blend design and technology, including textile crafts, robotics, electronics, digital fabrication, mechanical repair or creation, tinkering with everyday appliances, digital storytelling, arts and crafts—in short, fabricating with new technologies to create almost anything” (p. 445), making can open new possibilities for applied, interdisciplinary learning in science, technology, engineering and mathematics (Martin, 2015), in ways that decenter and democratize access to ideas, and promote the construction
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TEAM MEMBERS: Jill Castek Michelle Schira Hagerman Rebecca Woodland
resource research Media and Technology
In order for children to identify with STEM fields, it is essential that they feel there is a place within STEM for individuals “like them.” Unfortunately, this identification is difficult for Hispanic/Latine youths because of lack of representation and even stereotyping that is widespread in educational institutions in the United States. Some research has been done, though, that suggests there is promise in understanding the ways that parents help children see themselves as “STEM people” in spite of these obstacles. Building on this work, we present some of our own research on the experiences
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TEAM MEMBERS: Remy Dou Heidi Cian
resource research Public Programs
We characterize the factors that determine who becomes an inventor in the United States, focusing on the role of inventive ability (“nature”) vs. environment (“nurture”). Using deidentified data on 1.2 million inventors from patent records linked to tax records, we first show that children’s chances of becoming inventors vary sharply with characteristics at birth, such as their race, gender, and parents’ socioeconomic class. For example, children from high-income (top 1%) families are ten times as likely to become inventors as those from below-median income families. These gaps persist even
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TEAM MEMBERS: Alex Bell Raj Chetty Xavier Jaravel Neviana Petkova John Van Reenen
resource research Public Programs
To better understand STEM interest development during adolescence in an urban community, we examined how “STEM Interested” youth differed from disinterested youth and how interest changed over time from age 11/12 to 12/13. We surveyed youth to measure interest in four components of STEM, used cluster analysis to categorize youth based on STEM interest, and examined how interest profiles and pathways differed for several explanatory factors (e.g., parental support, gender). Three STEM interest profiles emerged from the analysis: Stem Interested, Math Disinterested, and STEM Disinterested. Only
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TEAM MEMBERS: Nancy Staus John H Falk Bill Penuel Lynn Dierking Jennifer Wyld Deborah Bailey
resource research Informal/Formal Connections
Overlaying Computer Science (CS) courses on top of inequitable schooling systems will not move us toward “CS for All.” This paper prioritizes the perspectives of minoritized students enrolled in high school CS classrooms across a large, urban school district in the Western United States, to help inform how CS can truly be for all.
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TEAM MEMBERS: Jean Ryoo Tiera Tanksley Cynthia Estrada Jane Margolis
resource research Media and Technology
PEEP Family Science is designed for parents and their three- to five-year-old children, especially those from low-income families who are served by home visiting organizations. A media-based project featuring the preschool public television science program PEEP and the Big Wide World, it includes animated stories, live-action videos with real children, hands-on science activities, and educational resources designed to support parents and home visiting educators. PEEP Family Science comes in the form of four apps, one for each science unit: ramps, colors, sounds, and shadows. Once downloaded
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TEAM MEMBERS: Marisa Wolsky
resource research Media and Technology
Media can play a critical role in engaging children, parents, and educators in science. Listen in to WGBH’s Executive Producer for PEEP, Marisa Wolsky, and children’s app developer, Jillian Orr, as they talk about the new app, PEEP FAMILY SCIENCE, that can help parents confidently engage in science with their children.
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TEAM MEMBERS: Marisa Wolsky Jillian Orr
resource research Media and Technology
The PEEP Family Science apps were designed specifically for low-income parents and their preschool children to explore science together at home. A major issue we confronted early on in the design and development was how families would be able to access the PEEP media, which included videos from the award-winning children's show, PEEP and the Big Wide World. Many of the families we tested the apps with did not have reliable internet connections. We initially made the decision to choose an app format instead of a website to help bridge the digital divide. But the app format has also enabled us
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TEAM MEMBERS: Borgna Brunner
resource research Media and Technology
For at-risk children who cannot attend preschool, accessing science activities depends almost entirely on parents—but many parents have limited skills for supporting such learning. PBS station WGBH has recently launched a series of free family apps based on the Emmy Award-winning preschool science series, PEEP and the Big Wide World. The apps were developed to be used jointly by parent and child for a shared learning experience. Available on Google Play and the App Store in both Spanish and English, PEEP Family Science apps cover the topics of shadows, sound, color, and ramps, respectively.
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TEAM MEMBERS: Gay Mohrbacher