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resource project Public Programs
Informal STEM education needs high quality program evaluation. Research is particularly needed on the relationship between STEM outcomes and positive youth development (PYD) / socio-emotional learning (SEL). This pilot and feasibility project involves a collaboration between experts in STEM education, out-of-school time programs (OST), PYD, SEL, evaluation, and program development. STEM Scouts helps youth grow in character and develop skills using experiential activities and interaction with STEM professionals. This project expands the implementation of the Systems Evaluation Protocol (SEP), an evidence-based approach to evaluation planning.

The goals are to: 1) develop a theory of change for STEM Scouts highlighting the relationship between STEM outcomes and PYD/SEL outcomes; 2) pilot enhancements to the SEP (System Mapping, Ecosystem Modeling, and Model Validation); and, 3) determine the feasibility of conducting a national STEM Scouts study. STEM Scouts leadership and project researchers will work through the SEP to generate a stakeholder map, logic model, and pathway model (PM). Five STEM Scouts Labs across the country will participate in focus groups where they will complete SM to identify the system in which the Lab exists (e.g., stakeholders and decision-makers), review and revise their system maps, identify key outcomes and connections in the PM, and discuss how the PM reflects their STEM Scouts experiences. It is hypothesized the enhanced SEP will enable the working group to better understand factors hindering or enabling program and evaluation feasibility and success. Findings will be disseminated to the evaluation/research community, OST program providers/developers and the public.

This project is funded by the National Science Foundation's 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: Jennifer Urban Miriam Linver
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches and resources for use in a variety of settings. This specific project will advance new knowledge about the nature of and functions for rural libraries as informal STEM learning environments. Research will identify the social contexts and relational capabilities of libraries to acquire new scientific knowledge that exists externally and to integrate it into community knowledge-building and forums. The research outcomes should lead to actionable strategies for library and science communication practitioners about who and how to influence public engagement in citizen science drought monitoring. Furthermore, collaborations with these rural libraries will lead to new resources for rural communities and informal STEM education. This project will focus on the design, development, and evaluation of informal science education programs and educational media for use in rural libraries in drought prone areas of the Great Plains. The target audiences include public librarians in rural communities of Oklahoma, Nebraska, and Colorado, as well as the general public (adults and children) they serve. The project goals are to leverage the professional skills and community knowledge of rural librarians to support local drought monitoring networks. The model prepares librarians to introduce citizen science processes and practices within the context of community dialogue and deliberation about drought. In collaboration with partners at the Community Collaborative for Rain, Hail, and Snow (CoCoRaHS), and the National Drought Mitigation Center (NDMC), the project will increase public participation in citizen science and improve the communication of science-based knowledge about drought. The project deliverables include: (1) a professional development workshop series for rural librarians, (2) a drought infographic booklet and poster series, and (3) co-designed library programs for rural public audiences. 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.

Project Website- http://www.spottyrain.org/
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TEAM MEMBERS: Nicole Colston Tutaleni Asino
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches, and resources for use in a variety of settings. Using community-based participatory research, human-centered design, and developmental evaluation approaches, this project will co-create a national community science project, which is a form of Public Participation in STEM Research (PPSR) or citizen science. The project seeks to increase inclusion and equity in STEM, while building capacity in research and science through leadership and participation by both historically underrepresented communities and established academic institutions. Participants will record their levels of perceived stress and well-being in relation to their local soundscape. This project will help to connect participants, specifically youth and their families from communities underrepresented and underserved in STEM, with science and nature through learning that is authentic and relevant to their lives. With support of a mobile app, community science project participants explore and map soundscapes to identify areas of "excessive noise" as well as "noise refuges." Community-led dissemination of results will inform adoption of community science projects by other community-based organizations. The project is a collaboration involving fifteen community leaders, the Cornell Lab of Ornithology, Metro Atlanta Urban Farm in Atlanta, WorldBeat Center in San Diego, CLUES in St. Paul, MN, and Camp Compass in Allentown, PA. PPSR has exciting potential to engage broad audiences in STEM learning and research, particularly when projects are genuinely co-created by local communities, scientists, and educators. Using a community-based participatory research approach in the project fosters direct involvement from community members in integration of science practices and learning, from the development of the research questions, design of the study, to analysis, interpretation, and dissemination of results. Human-centered design is important as it is an established collaborative approach for addressing real-world problems facing human communities. In this project, human-centered design will include technology in the problem-solving phases of inspiration, ideation, and implementation. Developmental evaluation will provide on-going direct feedback to the project team over the project lifespan with respect to equity and inclusion in PPSR, an informal STEM learning environment. The project will further knowledge and understanding of soundscapes and noise pollution, enable use of mobile apps to map soundscapes in urban environments, and contribute to the relationship of noise to well-being.The project will produce conceptual frameworks and practical resources (toolkits) to guide future community-based PPSR efforts. Results from this project will advance knowledge, skills, attitudes, and behaviors of PPSR practitioners regarding equity, diversity, and inclusion of underrepresented audiences in STEM. 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: Karen Purcell Bobby Wilson Makeda Cheatom John Annoni Tanya Schuh David Bonter Rick Bonney
resource project Informal/Formal Connections
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 Museum of Science, Boston (MOS) and Boston University (BU) will conduct a Pilot and Feasibility Study project that leverages the current Living Laboratory (LL) model and expand it to engage high school students (teens) in experimental psychology research, science communication and science education activities. In LL, which is now an extensive network of museums and university researchers across the country, scientists and museum staff collaborate to engage children in studies on the museum floor and educate caregivers about the research. Multi-site implementation and evaluation of LL has also documented positive impacts for undergraduate researchers. Many sites are eager to extend these benefits to high school students by engaging them as practitioners within the model and by providing them with opportunities to engage in current research, education and communication, thereby helping to foster stronger youth identities with science and its applications in society. This project expands a ten-year LL partnership between MOS and BU to: 1) pilot a program in which high school students both conduct scientific research and engage the public in learning about science; 2) explore strategies for museums and universities to collaboratively engage, support and mentor high school students in science research, communication and education activities; 3) document curricular, other programmatic, and evaluation materials; and 4) convene professional participants to provide feedback on pilot materials, and assess the viability of implementing similar programs at additional sites. Guided by developmental evaluation, these activities will generate knowledge for the field, and act to increase professional capacity to integrate experiences for teens at multiple LL sites in future projects. 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: Becki Kipling Peter Blake Rachel Fyler Katie Todd Ian Campbell Tess Harvey Owen Weitzman Allison Anderson
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 Informal/Formal Connections
Parents exert a strong influence on the development of foundational science, technology, engineering, and mathematical (STEM) skills in early childhood. This influence occurs, in large part, through playful parent-child interactions and conversations that expose children to mathematical and spatial concepts in interesting and useful ways. For example, parents of preschool children are often encouraged to use puzzles, board games, and construction activities to foster children's spatial thinking and early math skills. However, mastery-oriented toys like these typically elicit highly structured interactions, with parents directing children to follow explicit step-by-step instructions and game rules. Although this kind of parent-directed play can build content knowledge in STEM, it does little to encourage the kind of intrinsically-motivated discovery, generative collaboration, and creative problem-solving skills that support STEM education and attainment. This research in service to practice project seeks to understand how parents can play with their preschool children in ways that build children's STEM skills while also supporting children's social-emotional skills. As such, this research has the potential for advancing knowledge on effective strategies for enriching informal learning opportunities in under-resourced and sparsely populated communities where access to children's museums and other informal learning institutions is limited. Over a period of three years, approximately 135 children and parents from a rural Appalachian community are expected to participate in this research, which is organized into three phases. During Phase 1, human-centered design processes will be used to develop and refine play guides and parent scaffolds that promote productive pretend play, which is characterized by joyful and creative problem-solving and rich parent/child conversations featuring mathematical and spatial concepts and reasoning. In Phase 2, measures will be developed and validated to operationalize and code this kind of productive parent-child play and play guides will be tested and refined in a local children's museum. In the final phase, a formal field test will investigate the feasibility and acceptability of outreach programming involving the use of play guides over time. Pre-, mid-, and post-intervention measures will estimate program impact on child STEM and social-emotional skill acquisition, relative to a comparison group. An expected outcome of the project will be research-based educational materials that illustrate and support pretend play in ways that generate spatial and mathematical thinking and parent/child conversations. These materials will will be made available to families and informal learning practitioners. 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: Karen Bierman Lynn Liben Meg Small Jessica Menold
resource project Media and Technology
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 Design Squad Maker project, a collaboration of WGBH Public Television (WGBH) and the New York Hall of Science (NySci), will research and develop engineering design projects that provide evidence for how to integrate informal learning spaces with digital public media assets. The project will be designed to provide accessible, motivating pathways for children aged 8-11 in pursuing and completing ambitious, fully realized engineering design projects. The project will build on WGBH's existing Design Squad model for using media to engage kids in informal engineering activities and NySCI's expertise in facilitating children's unique design processes in museum settings. By developing and studying new strategies for supporting children's use of the design process, Design Squad Maker will address critical issues in engineering education and informal learning that remain relatively unexplored. Project research will contribute to the emerging literature on "connected learning" by building new knowledge about how children's design activities can be sustained and supported over time and across multiple contexts, such as science museums and homes. Drawing on existing research in the learning sciences and engineering education, the project seeks to advance knowledge about the role of museums, maker spaces, and digital technology in sustaining children's learning in engineering. The project will use a design-based research approach, a research and development process whereby educational designers collaborate with learning scientists. Museum practitioners will collaborate with research staff and media developers to design, test, and improve digital resources, facilitation strategies, and parent engagement strategies to support children through an entire design process. The research and development process will result in digital resources and approaches in a flexible toolkit, which will be used when assessing the project's scale-up potential at 10 museum/maker spaces. The project will conduct a summative evaluation, assessing the project's intended impacts with children, parents, and staff at museums/maker spaces across the country. The toolkit will be nationally disseminated through national partners that include the Association of Science-Technology Centers, Maker Education, the National Association for Family, School, and Community Engagement, and engineering education organizations. 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: Mary Haggerty Marisa Wolsky Sonja Latimore David Wells Susan Letourneau
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 Innovations in Development project will develop a collaborative program to connect and prepare researchers from divergent disciplines to communicate science to publics of all ages in three distinct informal environments: pop-ups at community events, experiential learning with problem solving events for youth, and presentations at a science museum. It will study the effects of this program on the identity and motivations of STEM researchers and evaluate the short and medium-term outcomes for public audiences. Project partners include, The STEAM Factory, OHI/O Informal Learning in Tech Program, and the Center of Science and Industry (COSI) all located in Columbus, Ohio.

The primary goals of this project are as follows. 1) Develop a collaborative program that connects and prepares researchers from divergent disciplines to creatively and effectively communicate science to people of all ages. 2) Evaluate the short and medium-term learning outcomes across different informal learning settings. 3) Study the effect of this collaborative program on the motivations and identify of the researchers. The specific research question is: In what ways do researchers motivations and identities further develop because of these collaborative experiences with divergent perspectives? A mixed method approach will be used. Data will be collected and analyzed from 3 cohorts of researchers who implement programs in different informal learning settings. A series of pre- and post interviews with scientists will be designed to answer the research question above. Interviews will be grounded in self-determination theory. Later reflective surveys will serve as triangulation for the data.

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: Sathya Gopalakrishnan Justin Meyer Rachel Kajfez Arnab Nandi
resource project Exhibitions
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches, and resources for use in a variety of settings. This Research in Service to Practice project will study how visual immersion and interactivity in augmented reality (AR) affects visitors' engagement and understanding of science. The research involves creating different versions of an AR exhibit to communicate paleontology research from the La Brea Tar Pits to the general public. Different versions of the exhibit will be compared to learn how design choices for immersion and interactivity impact visitors' engagement and understanding of science. The result of this study should be a model to follow for similar public exhibits, as well as design principles that generalize to AR experiences for a broader range of informal learning environments. This project will also demonstrate and report on specific AR mechanisms that help visitors understand the scientific process and increase knowledge about paleontology research.

The study includes a user-centered design and evaluation process with both formative and comparative studies. This project investigates two high-level design factors for mobile AR: visual immersion and interactivity. These impact the learning experience and the development so extensively that multiple versions are seldom compared. These factors also have unique considerations for informal settings, such as how to balance immersion against situational awareness (e.g., 3D viewers reduce field of view). One goal of this project is to systematically compare qualitatively different AR designs that convey equivalent science content and study these tradeoffs empirically. The second goal is to leverage these findings to publicly release an AR experience that promotes engagement, increases understanding of science, and reduces scientific misconceptions. This research will also contribute to understanding usability and logistical issues for different AR designs for public, outdoor, 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: Emily Lindsey Benjamin Nye Gale Sinatra William Swartout
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches, and resources for use in a variety of settings. The pilot and feasibility study will develop instructional workshops for an adult population of quilters to introduce them to computational thinking. By leveraging pre-existing social structures, skill sets, and engagement in quilting, the researchers hope to help participants develop computer science and computational thinking knowledge and skills. The long-term goal is to broaden public awareness of computational thinking and build links between computer science and other areas of interest. By leveraging the social structure and existing skills held by practicing quilters, the workshops have the potential to reach an audience of millions of quilters around the nation and worldwide, the majority of whom are adult women. The research will be developed and tested with two groups: the Orlando Modern Quilt Guild in Orlando, FL, and an informally gathered quilting class in the Worcester, MA area. Outcomes for the project include workshop materials that can be used in a variety of quilting group contexts nationwide, a deeper understanding of the processes and mechanisms for adult computer science education through crafts, and evaluation of the pilot workshop focused on the impact on participants' engagement, self-identity, and learning for computational thinking. The research especially focuses on leveraging pre-existing knowledge, interests, and social structures to draw connections to computational thinking, and studying how this impacts participants' self-described identity, attitude, and engagement with computer science. The project also assesses a novel method for teaching computational thinking that has potential for broad applicability in a variety of social and creative hobbies. Participants will use and modify generative design software that creates quilt designs and, in doing so, learn how creative interests can be expanded through computer science. By focusing on the hobby of quilting, which is not typically associated with computer science, the knowledge built through designing and evaluating the research offers strategies for altering public perception of computer science. 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: Gillian Smith Anne Sullivan
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 Research in Service to Practice project examines how informal place-based collaborative learning can support local communities' planning processes related to current environmental changes. As a part of this study workshops will be conducted in 8 communities that have a range of planning mandates based on recent extreme environmental changes such as drought/wildfires, flooding, invasive species, or loss of native wildlife. Place-based adaptation workshops will be designed to be locally relevant and empower people to learn and act on their newly acquired understandings. Local community collective actions may include a range of decisions (e.g., infrastructure changes such as building defenses against sea level rise in coastal communities or improving the quality of roads to withstand higher temperatures.) Collective action may also lead to community wide behavioral changes such as individuals using less water or farmers planting different crops. The study will focus on the efficacy of the methods used in 8 workshops in communities throughout the country. Research objectives include: 1) identifying experts' belief about the most critical components of successful workshops; 2) Understanding of prior workshop outcomes and 3) test hypothesized effective practices and understand how learning takes place and collective action does or does not take place. The project addresses key AISL solicitation priorities including strategic impact on the field of informal STEM learning, advancing collaboration, and building professional capacity. It engages both public and professional audiences as described in the solicitation. Public audiences include stakeholders in each of the 8 communities such as community environmental groups, NGOs, businesses, landowners, and local government planners. Professional audiences include the workshop scientists and facilitators who will be trained in the experimental workshop approach. The project builds upon and expands the existing AISL portfolio of science communication projects such as science cafes, science festivals, science media, and library based projects. This is a collaborative project of EcoAdapt and Virginia Tech with participants from the National Parks Conservation Association, the Desert Research Institute, and the Wildlife Conservation Society and others. The research will progress through two phases. Phase 1 is designed to identify consensus-based effective practices for promoting learning and action in adaptation workshops. It includes a Delphi study to synthesize beliefs about effective practices held by experienced workshop facilitators across the United States. Phase 2 includes iterative design and research of eight adaptation workshops in various communities with a range of planning mandates and recent extreme weather experience. By iteratively revising the workshop design, the study will elucidate how different workshop components influence participant learning, individual behavioral intentions, and subsequent efforts toward collective action. The overall research design will examine the relationships of pedagogical and collaborative techniques to learner outcomes and collective action. Many of these lessons are likely relevant to other collaborative informal science learning contexts. 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: Marc Stern Lara Hansen
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