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resource project Media and Technology
This award takes an innovative approach to an ongoing, pervasive, and persistent societal issue: women are still drastically underrepresented in computing careers. This project targets middle school-aged girls because it is a time when many of them lose interest and confidence in pursuing technical education and computing careers. This project will design, develop, and deploy a one-week experience focused on middle school girls that targets this issue with a novel combination of teaching techniques and technology. The project will use wearable computing devices to support girls' social interactions as they learn computing and solve technical challenges together. The goals of the project are to raise interest, perceived competence, and involvement in the computational ability of girls. Additionally, the project aims to increase a sense of computational community for girls that makes pursuing computational skills more relevant to their identities and lives, and that helps continued participation in computing. The project will deploy a one-week experience four times per year with a socioeconomically diverse range of campers. The project will also develop a 'program in a box' kit that can be broadly used by others wishing to deliver a similar experience for girls.

The planned research will determine if a one-week experience that uses social wearable construction in the context of live-action role play can use the mediating process of computational community formation to positively impact middle school girls' engagement with and interest in computation. Computational community is defined as girls engaging together in the process of learning computation, trading resources and knowledge, and supporting growth. Research participants will include 100 6th to 9th-grade girls. At least 75% of the participants will be either low income, first-generation college-bound, or underrepresented in higher education. Students will be recruited through the longstanding partnerships with title one schools in the Salinas Valley, the Educational Partnership Center, and in the Pajaro Valley Unified School district, where 82% of the students are Hispanic/Latinx, 42% are English Learners, and 73% are eligible for free or reduced lunch. The research questions are: 1) Does the proposed experience increase girls' self-reported competence, self-efficacy, and interest in computational skills and careers? and 2) Will the proposed experience lead to activity-based evidence of learning and integration of computational skills at the group social level? The project will use a mixed-methods, design-based research approach which is an iterative design process to rapidly collect and analyze data, and regularly discuss the implications for practice with the design team. Data will be collected using observations, interviews, focus groups, surveys, and staff logs. Quantitative data will be analyzed using frequencies, means, and measures of dispersion will be applied to survey data from both time points. Pearson correlation coefficients will be used to describe the bivariate relationship between continuous factors. ANOVAs will assess whether there are significant differences in continuous measures across groups. Qualitative data will be analyzed using a constant comparison method.

This Innovations in Development award 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.

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: Katherine Isbister
resource project Public Programs
Well-designed out-of-school time experiences can provide youth with rich opportunities to learn. However, to design effective out-of-school time experiences, it is critical to have a research basis that clarifies the features of programs that support increased youth engagement that then leads to better outcomes for youth. This project explores the features of programming that integrates sports, mathematics and science concepts, and growth mindset for 4th through 8th grade aged Latinx and African American youth. To accomplish this, the investigators refine curricular resources for out-of-school time programs and develop a model for professional learning experiences for informal educators and facilitators to support their implementation of integrated sports and STEM programming. To identify critical features of the programming, the researchers explore the ways that the program activities are implemented in two different contexts as well as the impact of the programming on youth participants' mindset, understanding of science and mathematics concepts, STEM interests, and self-perceived science and mathematics abilities. Additionally, researchers will explore the ways that the sports-themed programming supports (or could better support) girls' engagement.

The project builds on the University of Arizona researchers' existing partnerships with Major League Baseball (MLB) and Boys/Girls Club programs and an existing school-based MLB program for schools to (a) expand and refine Science of Baseball activities to enhance engagement among girls and incorporate growth mindset experiences that focus on the value of effort, determination, and learning from mistakes in both athletics and STEM; (b) study the enactment and outcomes of the program with 4th-8th grade aged youth in the two distinct informal learning settings; and (c) develop and refine a model for professional learning that includes in-person and on-line components for training informal STEM learning facilitators. The work will focus on two study contexts: afterschool programs of Boys and Girls Clubs in AZ, CA, and MO and summer programs of MLB in CA and MO. Participants will include 300 youth and up to 28 informal STEM learning facilitators split across the two contexts. Design-Based Implementation Research (DBIR) will be used to a) iteratively refine the activities and professional development model, and b) study the enactment and outcomes of the program. Research questions focus on outcomes for youth participants (i.e., impact on growth mindset, STEM dispositions, and understanding of science/math concepts), and the elements of effective professional development for informal STEM educators. Outcomes of the project include empirical evidence of what works and what doesn't work in the design, implementation, and professional development for STEM learning programs that integrate sports and growth mindset principles. In addition, outcomes of the project will advance knowledge of how different out-of-school program structures with similar sports-focused STEM programming can similarly (or differentially) support youth learning.

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.

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: Ricardo Valerdi Erin Turner
resource project Public Programs
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 project aims to understand ways to empower Latinx families (adult caregivers) to feel confident in their ability to support their middle school-aged girls in science and engineering activities. The project involves seven weeks of family programming around rockets or urban farming, as well as separate conversation groups for adult family members and girls. The project is relevant for several reasons: females and Latinx individuals are both underrepresented in science, technology, engineering, and math (STEM) coursework and careers; girls tend to lose interest in STEM by middle school age; and adult family members may have an impact on their children's attitudes and interests. The project partners with school districts and nonprofit organizations in Arizona and California.

This multidisciplinary project's priority is broadening participation, with a focus on increasing Latina girls' science and engineering interests through Family Project-Based Learning Activities, Conversation Groups, and a cultivated Community of Learners. It is based on the frameworks of Social Cognitive Career Theory and Community Cultural Wealth. The project aims to empower families (adult caregivers) to feel confident in their ability to support their daughters in science and engineering activities, which is often low especially among Latinx parents. The project will develop and evaluate two out-of-school enrichment methods for aiding families in encouraging and supporting their daughters in science: Family Problem-Based Learning Activities, which focus on rockets and urban farming, and Conversation Groups, which provide information and discussion for separate groups of parents and girls. A series of pilot studies will be conducted with 80 families to iteratively evaluate and improve the materials and procedure prior to the main study with 180 families, featuring a factorial design with a control group.

The materials developed and research findings may inform similar projects, especially those for students from culturally and linguistically diverse backgrounds and projects seeking to enhance the role of families in learning. The hypothesis guiding the project is that the greatest gains will be produced with the synergistic combination of enrichment methods. Another component that can potentially have broad impact is working to create environments where Community Cultural Wealth is recognized and enhanced through interactions of different families, creating Communities of Learners. This can inform projects that recognize the importance of community and/or that seek to use culture as an asset. The proposed study will engage three geographically distributed universities and several community partners. It will also provide university students and community leaders opportunities for work on instructional design, implementation, and research. The team will disseminate their findings and methods through multiple avenues to reach researchers, parents, leaders, curators, and educators in informal and K-12 settings.

This Research in Service to Practice 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: Katherine Short-Meyerson Peter Rillero Peter Meyerson Margarita Jimenez-Silva Christopher Edwards
resource research Public Programs
This Knowledge Building Report provides an overview of Project TRUE, including program implementation, as well as the research and evaluation results.
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TEAM MEMBERS: Karen Tingley Su-Jen Roberts Jason Aloisio JD Lewis J. Alan Clark Jason Munshi-South
resource evaluation Exhibitions
This front-end evaluation study is part of Designing Our Tomorrow: Mobilizing the Next Generation of Engineers, a five-year project (2018–2023) led by the Oregon Museum of Science and Industry (OMSI) with the support of the National Science Foundation (NSF, DRL-1811617) and project partners: Adelante Mujeres, the Biomimicry Institute, and the Fleet Science Center. The Designing Our Tomorrow (DOT) project seeks to promote and strengthen family engagement and engineering learning via compelling exhibit-based design challenges, presented through the lens of sustainable design exemplified by
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resource research Public Programs
Background. STEM identity has emerged as an important research topic and a predictor of how youth engage with STEM inside and outside of school. Although there is a growing body of literature in this area, less work has been done specific to engineering, especially in out-of-school learning contexts. Methods. To address this need, we conducted a qualitative investigation of five adolescent youth participating in a four-month afterschool engineering program. The study focused on how participants negotiated engineering-related identities through ongoing interactions with activities, peers
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resource project Exhibitions
This Innovations in Development 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 Designing Our Tomorrow project will develop a framework for creating exhibit-based engineering design challenges and expand an existing model of facilitation for use in engineering exhibits. The project seeks to broaden participation in engineering and build capacity within the informal science education (ISE) field while raising public awareness of the importance of sustainable engineering design practices. The project focuses on girls aged 9-14 and their families and is co-developed with culturally responsive strategies to ensure the inclusion and influence of families from Latino communities. The project will conduct research resulting in theory-based measures of engineering proficiencies within an exhibit context and an exhibit facilitation model for the topic area of engineering. Based on the research, the project will develop an engineering design challenge framework for developing design challenges within an exhibit context. As the context for research, the project will develop a bilingual English/Spanish 2,000-square foot traveling exhibition designed to engage youth and families in engineering design challenges that advance their engineering proficiencies from beginner to more informed, supported by professional development modules and a host-site training workshop introducing strategies for facilitating family engineering experiences within a traveling exhibition. The project is a collaboration of Oregon Museum of Science and Industry with the Biomimicry Institute, Adelante Mujeres, and the Fleet Science Center.

Designing Our Tomorrow builds on a theory-based engineering teaching framework and several previous NSF-funded informal education projects to engage families in compelling design challenges presented through the lens of sustainable design exemplified by biomimicry. Through culturally-responsive co-development and research strategies to include members of Latino communities and provide challenges that highlight the altruistic, creative, personally relevant, and collaborative aspects of engineering, the Designing Our Tomorrow exhibition showcases engineering as an appealing career option for women and helps families support each other's engineering proficiencies. To better understand and promote engineering learning in an ISE setting, the project will conduct two research studies to inform and iteratively develop effective strategies. In the first study, measurement development will build on prior research and practice to design credible and reliable measures of engineering proficiency, awareness, and collaboration, as well as protocols for use in exhibit development and the study of facilitation at engineering exhibits, and future research. The second study will explore the effects of facilitation on the experience outcomes.

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: Marcie Benne Verónika Núñez
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 project Public Programs
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. This exploratory Pilot study project brings together a diverse set of partners that include the Watertown Children's Theatre (WCT) which is west of Boston, and, from Boston College a team of science educators, learning science researchers, and positive youth development experts. The goal is to design and develop a project for middle school-aged youth. The pilot project, which integrates hands-on science learning experiences, experiments, and field trips with the student-led production of short plays, will engage youth in expressing their beliefs, passions, and their own identities about STEM by examining how the intersection of skills and practices used in both domains (science and theatre) can enable them to learn about science concepts, principles and methods as well as to develop science-focused identities. Middle-school youth will be engaged in a three-week summer program where they will be led by science teachers, playwrights, and high school students to conduct hands-on investigations in science in conjunction with developing original, ten-minute plays around a specific scientific theme relevant to their life experience, for example, the potential impact on their lives of heavy metals in water and poor air quality. After a science theme is chosen, the principal investigators will identify the big ideas that are important for youth to understand and be able to explain. Upon identification of the key science ideas, youth will then engage in pertinent science activities, visits to local sites, reading current news articles and then in identifying the local impacts and how the underlying science relates to those local impacts. The youth will perform their ten-minute plays at the end of the summer program. Following this showcase event, they will engage in additional science learning experiences and also revise their productions throughout the academic year in preparation for a youth science festival, where their creations will be performed by professional adult actors as a part of the Cambridge Science Festival taking place in the spring. The broader impact of the work focuses on broadening participation in STEM, specifically, the engagement of youth from under-represented populations in the sciences, such as African-Americans, Latinxs, and women with partner Boston Public Schools. The Pilot study will investigate the student learning and organizational dimensions of the model being developed.

The Boston College researchers will study youth's sense of purpose and identity toward science, particularly how youth's identity discrepancy changes through participation in the project. The work places youth voice at the center of the creation of STEM-based theatre plays. The theoretical foundation of the work is grounded in part in the concept of "path to purpose." The major research questions are: How do youth perceptions (interest, science anxiety, identity) toward science shift as they participate in the project? What is the residual impact on parents (family members) and youth on their discussions about science, and how does participation in the project impact those discussions? Research methods include surveys, interviews and observations. The external evaluation study will focus on understanding project implementation and progress toward meeting the project goals, in particular, how well the initiative works to establish a model for the informal STEM learning field that the team and others can apply beyond the Pilot study.

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: Meghan Hill