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resource project Media and Technology
Hero Elementary is a transmedia educational initiative aimed at improving the school readiness and academic achievement in science and literacy of children grades K-2. With an emphasis on Latinx communities, English Language Learners, youth with disabilities, and children from low-income households, Hero Elementary celebrates kids and encourages them to make a difference in their own backyards and beyond by actively doing science and using their Superpowers of Science. The project embeds the expectations of K–2nd NGSS and CCSS-ELA standards into a series of activities, including interactive games, educational apps, non-fiction e-books, hands-on activities, and a digital science notebook. The activities are organized into playlists for educators and students to use in afterschool programs. Each playlist centers on a meaningful conceptual theme in K-2 science learning.
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TEAM MEMBERS: Joan Freese Momoko Hayakawa Bryce Becker
resource project Public Programs
Research that seeks to understand classroom interactions often relies on video recordings of classrooms so that researchers can document and analyze what teachers and students are doing in the learning environment. When studies are large scale, this analysis is challenging in part because it is time-consuming to review and code large quantities of video. For example, hundreds of hours of videotaped interaction between students working in an after-school program for advancing computational thinking and engineering learning for Latino/a students. This project is exploring the use of computer-assisted methods for video analysis to support manual coding by researchers. The project is adapting procedures used for computer-aided diagnosis systems for medical systems. The computer-assisted process creates summaries that can then be used by researchers to identify critical events and to describe patterns of activities in the classroom such as students talking to each other or writing during a small group project. Creating the summaries requires analyzing video for facial recognition, motion, color and object identification. The project will investigate what parts of student participation and teaching can be analyzed using computer-assisted video analysis. This project is supported by NSF's EHR Core Research (ECR) program, the STEM+C program and the AISL program. The ECR program emphasizes fundamental STEM education research that generates foundational knowledge in the field. The project is funded by the STEM+Computing program, which seeks to address emerging challenges in computational STEM areas through the applied integration of computational thinking and computing activities within disciplinary STEM teaching and learning in early childhood education through high school (preK-12). 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 video analysis systems will provide video summarizations for specific activities which will allow researchers to use these results to quantify student participation and document teaching practices that support student learning. This will support the analysis of large volumes of video data that are often time-consuming to analyze. The video analysis system will identify objects in the scene and then use measures of distances between objects and other tracking methods to code different activities (e.g., typing, talking, interaction between the student and a facilitator). The two groups of research questions are as follows. (1) How can human review of digital videos benefit from computer-assisted video analysis methods? Which aspects of video summarization (e.g., detected activities) can help reduce the time it takes to review the videos? Beyond audio analytics, what types of future research in video summarization can help reduce the time that it takes to review videos? (2) How can we quantify student participation using computer-assisted video analysis methods? What aspects of student participation can be accurately measures by computer-assisted video analysis methods? The video to be used for this study is drawn from a project focused on engineering and computational thinking learning for Latino/a students in an after-school setting. Hundreds of hours of video are available to be reviewed and analyzed to design and refine the system. The resulting coding will also help document patterns of engagement in the learning environment.

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: Marios Pattichis Sylvia Celedon-Pattichis Carlos LopezLeiva
resource project Public Programs
This pilot study will examine the effectiveness of an innovative applied social change, community and technology based program on marginalized youths' access, interest, efficacy and motivation to learn and engage in digital technology applications. Using stratified near-peer and peer-to-peer mentoring approaches, the pilot builds on extant literature that indicates that peer-supported hands-on mentoring and experiences can alleviate some barriers to youth engagement in digital technologies, particularly among underrepresented groups. In this project, undergraduate students will mentor and work collaboratively with high school youth primarily of Hispanic descent and community-based organizations to develop creative technology-based solutions to address social issues and challenges within their local communities, culminating in events called Impactathons. These community-hosted local and state-wide events set this pilot project apart from similar work in the field. The Impactathons not only provide a space for intellectual discourse and problem-solving among the undergraduate-youth-community partners but the Impactathons will also codify expertise from scientists, social scientists, technologists, community leaders, and other stakeholders to develop technology-based solutions with real world application. If successful, a distal outcome will be increased youth interest in digital technologies and related fields. In the short term, favorable findings will provide preliminary evidence of success and lay the foundation for a more extensive study in the future.

This pilot project is a collaboration between the Everett Program, a student-led program for Technology and Social Change at the University of California Santa Cruz - a Hispanic Serving Institution - and the Digital NEST, a non-profit, high-tech youth career development and collaboration space for young people ages 14-24. Through this partnership and other recruitment efforts, an estimated 70-90 individuals will participate in the Impactathon pilot program over two years. Nearly two-thirds of the participants are expected to be undergraduate students. They will receive extensive training in near-peer and peer-to-peer mentoring and serve as mentors for and co-innovation developers with the high school youth participants. The undergraduates and youth will partner with local community organizations to identify a local social challenge that can be addressed through a technology-based solution. The emergent challenges will vary and could span the spectrum of STEM and applied social science topics of interest. Working in informal contexts (i.e., afterschool. weekend), the undergraduate-youth-community partner teams will work collaboratively to develop practical technology-based solutions to real world challenges. The teams will convene three times per year, locally and statewide, at student and community led Impactathons to share their work and glean insights from other teams to refine their innovations. In parallel, the research team will examine the effectiveness of the Impactathon model in increasing the undergraduate and youths' interest, motivation, excitement, engagement and learning of digital technologies. In addition to the research, the formative and summative evaluations should provide valuable insights on the effectiveness of the model and its potential for expansion and replication.

The project is co-funded by the Advancing Informal STEM Learning (AISL) Program and STEM +C. The AISL program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. STEM + C focuses on research and development of interdisciplinary and transdisciplinary approaches to the integration of computing within STEM teaching and learning for preK-12 students in both formal and informal settings.

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: Chris Benner
resource project Public Programs
This award was provided as part of NSF's Social, Behavioral and Economic Sciences Postdoctoral Research Fellowships (SPRF) program and is supported by SBE's Developmental Sciences program and the Directorate for Education and Human Resources' (EHR) Advancing Informal STEM Learning program. The goal of the SPRF program is to prepare promising, early career doctoral-level scientists for scientific careers in academia, industry or private sector, and government. SPRF awards involve two years of training under the sponsorship of established scientists and encourage Postdoctoral Fellows to perform independent research. NSF seeks to promote the participation of scientists from all segments of the scientific community, including those from underrepresented groups, in its research programs and activities; the postdoctoral period is considered to be an important level of professional development in attaining this goal. Each Postdoctoral Fellow must address important scientific questions that advance their respective disciplinary fields. Under the sponsorship of Dr. Sandra D. Simpkins at the University of California, Irvine, this postdoctoral fellowship award supports an early career scientist exploring high-quality and culturally responsive, math afterschool program (ASP) practices for under-represented minority (URM) youth. Mathematical proficiency is the foundation of youth's STEM pursuits. Yet today, far too many youth do not pursue STEM based on a perception that they are "not good at math". Students need to engage in contexts that spark their interest and their continued mastery and growth. ASPs are settings for such dynamic opportunities, particularly for URM students such as Latinos who attend lower quality schools and do not feel supported. In college, URM students often struggle with uninspiring and culturally incongruent STEM learning environments. The intergenerational nature of university-based STEM ASPs, whereby younger students are paired with undergraduate (UG) mentors, are opportunities to support both K-12 and UG students' motivational beliefs in math and STEM more broadly. This project will examine these intergenerational developmental processes in the context of a math enrichment ASP located at a Hispanic-Serving Institution. By studying how ASPs can serve as an important lever for promoting URM students' access and success in STEM, this project seeks to meaningfully inform efforts to broaden the participation of underrepresented groups in these fields.

This project seeks to understand how participating in a math enrichment ASP supports both youth participants' and UG mentors' motivational beliefs in math; to describe high-quality and culturally responsive practices; and to understand how to support the effectiveness of youth-staff relationships. To accomplish these research objectives, data will be collected from both youth participants and UG mentors through multiple methods including surveys, in-depth interviews, participant-observations, and video observations of youth-staff interactions. This project will add to our understanding of university-ASP partnerships. Further, the knowledge gained from this study will impact the larger landscape of practice and research on STEM ASPs by 1) addressing critical gaps in the current literature on high-quality and culturally responsive STEM ASP practices and 2) informing ASP staff development training. Overall, this mixed methods project will provide critical and rich information on the ways that ASPs can effectively deliver on its promise of promoting positive development for all youth, especially URM youth who may need and benefit from these spaces the most. The invaluable insight garnered from this study will be disseminated to traditional academic audiences to advance knowledge, as well as to local, state, and national organizations to inform the larger landscape of practice in STEM ASPs.

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: Mark Vincent Yu Sandra Simpkins
resource project Public Programs
This Research in Service to Practice 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.

The project will research the educational impact of social robots in informal learning environments, with applications to how social robots can improve participation and engagement of middle-school girls in out-of-school computer science programs in under-resourced rural and urban areas. The use of robots to improve STEM outcomes has focused on having learners program robots as tools to accomplish tasks (e.g., play soccer). An alternate approach views robots as social actors that can respond intelligently to users. By designing a programmable robot with social characteristics, the project aims to create a culturally-responsive curriculum for Latina, African American, and Native American girls who have been excluded by approaches that separate technical skill and social interaction. The knowledge produced by this project related to the use and benefits of social programmable robots has the potential to impact the many after-school and weekend programs that attempt to engage learners in STEM ideas using programmable robot curricula.

The project robot, named Cozmo, will be programmed using a visual programming language and will convey emotion with facial expressions, sounds, and movements. Middle school girls will engage in programming activities, collaborative reflection, and interact with college women mentors trained to facilitate the course. The project will investigate whether the socially expressive Cozmo improves computer science outcomes such as attitudes, self-efficacy, and knowledge among the middle school female participants differently than the non-social version. The project will also investigate whether adding rapport-building dialogue to Cozmo enhances these outcomes (e.g., when a learner succeeds in getting Cozmo to move, Cozmo can celebrate, saying "I can move! You're amazing!"). These questions will be examined research conducted with participants in multi-session after-school courses facilitated by Girl Scout troops in Arizona. The project will disseminate project research and resources widely by sharing research findings in educational and learning science journals; creating a website with open source code for programming social robots; and making project curriculum and related guidelines available to Girl Scouts and other educational programs.

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: Amy Ogan Erin Walker Kimberly Scott
resource research Public Programs
As part of ongoing efforts to support a diverse and robust engineering workforce and ensure that children and adults from all communities have the engineering and design thinking skills to succeed in a science, technology, engineering, and mathematics (STEM)-rich world, identity has become a growing focus of research and education efforts. In order to advance our understanding of engineering-related identity negotiation within informal STEM education contexts, we conducted an in-depth, qualitative investigation of six adolescent girls participating in an afterschool engineering education
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resource research Public Programs
The purpose of this study is to thoroughly describe a program designed to strengthen the pipeline of Latino students into post-secondary science, technology, engineering, and mathematics (STEM) education, and present evaluation data to assess multiyear effectiveness. The program includes a suite of interventions aimed at students and families, and was implemented in a low-income school cluster with a high Latino population in metro Atlanta. Our intervention includes a high school and middle school mentoring program, STEM-focused extracurricular activities (summer camps, research and community
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TEAM MEMBERS: Diley Hernandez Marion Usselman Shaheen Rana Meltem Alemdar Analia Rao
resource evaluation Afterschool Programs
Concord Evaluation Group (CEG) conducted an outreach partner evaluation for Design Squad Global (DSG). DSG is produced and managed by WGBH Educational Foundation. WGBH partnered with FHI360, a nonprofit human development organizations working in 70 countries, to implement DSG around the globe. In the DSG program, children in afterschool and school clubs explored engineering through hands-on activities, such as designing and building an emergency shelter or a structure that could withstand an earthquake. Through DSG, children also had the chance to work alongside a partner club from another
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TEAM MEMBERS: Marisa Wolsky Sonja Latimore Christine Paulsen Steven Ehrenberg
resource project Public Programs
General Summary

This project seeks to prepare female Hispanic students for leadership in the STEM workforce. The project seeks to determine if a blended set of STEM engagement activities including summer intensive laboratory-based experiential learning and out-of-school STEM activities, peer support, mentoring, and financial assistance can help to take target students through a traditional leaky workforce and educational pipeline resulting in matriculation to and graduation from undergraduate STEM programs. If successful, the work will increase participation and leadership of Hispanic women in the STEM workforce. To accomplish these goals, the PIs will: (1) work with partners to identify, recruit, and screen bright, energetic Hispanic females in their freshman year of high school who show promise and interest in STEM disciplines; (2) engage selected students and their families in formal and informal STEM learning both throughout the school year and during summer residential experiences to enable the students to further develop and clarify their STEM calling; (3)prepare the students to matriculate to undergraduate college; (4) provide program participants with full-tuition scholarships to ensure undergraduate education is attainable; and (5) at our institution and partner colleges, provide dedicated advisors and mentors and cohort activities to ensure undergraduate persistence and success.

Technical Summary

The PIs seek to prepare female Hispanic students for leadership in the STEM workforce. To compete in the global economy, maintain national security, and meet serious environmental challenges, more skilled graduates are needed to fill STEM jobs. An untapped source of talent exists in those populations that continue to be underrepresented in STEM fields, including women and people of color. This work will help to determine if a blended set of STEM engagement activities including summer intensive laboratory-based experiential learning and out-of-school STEM activities, peer support, mentoring, and financial assistance can help to take target students through a traditional leaky pipeline resulting in matriculation to and graduation from undergraduate STEM education. The work builds on research that shows that mentored research opportunities and peer support and interaction improves persistence in female students. It also builds on regional models of collective impact whereby a variety of corporate, nonprofit, and foundation organizations successfully join together for large-impact projects. If successful, the work will increase participation and leadership of Hispanic women in the STEM workforce.
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TEAM MEMBERS: April Marchetti Charles English Rebecca Michelsen Rachele Dominguez Laurie Massery
resource project Media and Technology
Currently, many young people - especially girls and youth of color - lose confidence and interest in science, technology, engineering and math (STEM) pathways due to a perceived disconnect between their own identity and STEM fields. To address this challenge, Twin Cities PBS (TPT) is implementing SciGirls CONNECT2. This three-year Research in Service to Practice award examines how gender equitable and culturally responsive teaching strategies influence middle school girls' confidence, interest and motivation around STEM studies, and their choices around STEM careers. A set of research-based strategies, called the SciGirls Seven, are currently employed in SciGirls, an NSF-funded informal STEM educational outreach program serving 125+ educational partner organizations nationwide. The goal is to update and enrich the SciGirls Seven, providing educators with a critical, current, and more effective resource to motivate girls in STEM studies and careers. It 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.

Florida State University will conduct a formal research study investigating the hypothesis that STEM programs that use gender equitable and culturally responsive strategies contribute to girls' positive STEM identity development, including their sense of self-efficacy, persistence and aspirations around future STEM careers. This research will include a literature review and a study of girls' STEM identity creation. The mixed methods study will include quantitative and qualitative data collection and analysis measuring changes in students' STEM identity and teachers' confidence in STEM teaching. The quantitative data will come from the student, parent and teacher pre/post surveys. The qualitative research will be conducted via case studies at four sites and the qualitative data will include observations, focus groups and interviews. Girls at all partner sites will create videos that will allow the research team to gather additional insight. The independent firm Knight Williams, Inc. will conduct the project's external evaluation.

The project will work with a subset of 16 current SciGirls partners. These geographically diverse partners will reach youth in all-girls and co-ed informal STEM education programs in a variety of settings. More than half serve Hispanic or other minority populations. The updated strategies will be disseminated to the 2,500 educators within the SciGirls partner network and the 18,800 STEM education organizations of the National Girls Collaborative Project (NGCP) network. Dissemination of the strategies and literature review will focus on the informal STEM education field through publications and presentations, posts at PBS LearningMedia, a free online space reaching 1.5 million teachers and educators.
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TEAM MEMBERS: Rita Karl Karen Peterson Roxanne Hughes Alicia Santiago
resource project Public Programs
Young people learn about science, technology, engineering, and math (STEM) in a variety of ways and from many sources, including school, the media, personal experiences, and friends and family. Yet STEM participation and identification by youth are not equal across social, economic, and cultural communities. This project will study a long-term, out-of-school program for high school-age youth, who are from groups under-represented in STEM academics and careers: girls, youth from low-income households, and youth of color. Located in the urban context of the Science Museum of Minnesota, the Kitty Andersen Youth Science Center (KAYSC) engages youth in applying culturally rich STEM content to work toward social justice and community building. Specifically, this project will examine how the learning practices of the KAYSC model support youth in identifying with, engaging in, and participating in STEM. Through studying the KAYSC's STEM Justice model, which centers youth as learners, teachers, and leaders who address critical community issues through STEM, this project will develop resources that informal science educators in a variety of contexts and programs can use to promote positive social change, equity, inclusion, and applied STEM learning.

The Science Museum of Minnesota will use design-based implementation research to study this model. This research will draw on and further the emerging theoretical framework of science capital. Science capital attempts to capture multiple aspects of science learning and application, including science knowledge, social and cultural resources, and science-related behaviors and practices. Empirically developing the theory of science capital has the potential to build concrete understanding of how to address inequalities in science participation. Four teams will work independently and collaboratively to do so: an adult research team, a high school youth research team, a practitioner team, and a co-design team composed of representatives from the other three teams. Research teams will collect data in the form of observations, semi-structured interviews, practitioner activity reports, artifacts, and the experience sampling method. Initial cycles of design will occur at the Science Museum of Minnesota as researchers and practitioners document, analyze, and iteratively design learning practices within the STEM Justice model. In the second half of the grant, the team will work with an external out-of-school time youth leadership site to implement the redesigned model. Participatory research and design methods involving both youth and adults can advance understanding of what makes out-of-school time STEM learning meaningful, relevant, and successful for marginalized youth and their communities. Grounded in culturally and socially relevant, community-based resources and programming, this project will study how leveraging STEM out-of-school time learning connected to social justice can broaden access to STEM as well as develop workforce, and leadership, and STEM skills by under-represented youth. The project also builds staff capacity for promoting equity and access in informal learning settings.

This project is being 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.
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TEAM MEMBERS: Shannon McManimon Zdanna King Joseph Adamji Aiyana Machado Choua Her