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resource evaluation Exhibitions
This study collected data from seven planetarium email lists (one per planetarium regional organization in the United States), as well as online survey panel data from residents in each area, to describe and compare those who do and do not visit planetariums.
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TEAM MEMBERS: Karen Peterman Keshia Martin Jane Robertson Evia Sally Brummel Holly L. Menninger
resource project Media and Technology
Increasing the diversity of the Science, Technology, Engineering, and Mathematics (STEM) workforce hinges on understanding the impact of the many related, pre-college experiences of the nation’s youth. While formal preparation, such as high school course-taking, has a major influence, research has shown that out-of-school-time activities have a much larger role in shaping the attitudes, identity, and career interests of students, particularly those who are members of groups historically underrepresented in STEM fields (Black, Indigenous, Latinx, and/or Pacific Islander). A wide range of both innovative adult-led (science clubs, internships, museum-going, competitions, summer camps) and personal-choice (hobbies, family talk, games, simulations, social media, online courses) options exist. This project studies the variety and availability such experiences to pre-college students. The project is particularly interested in how community cultural capital is leveraged through informal activities and experiences, drawing upon the “funds of knowledge” that culturally diverse students bring to their STEM experiences (e.g., high aspirations, multilingual facility, building of sustaining social networks, and the capacity to challenge negative stereotyping). This study has the capability to begin to reveal evidence-based measures of the absolute and relative effectiveness of promising informal educational practices, including many developed and disseminated by NSF-funded programs. Understanding the ecology of precollege influencers and the hypotheses on which they are based, along with providing initial measures of the efficacy of multiple pathways attempting to broaden participation of students from underrepresented groups in STEM majors and careers, will aid decision-making that will maximize the strategic impact of federal and local efforts.

The project first collects hypotheses from the wide variety of stakeholders (educators, researchers, and students) about the kinds of experiences that make a difference in increasing students’ STEM identity and career interest. Identifying the descriptive attributes that characterize opportunities across individual programs and validating a multi-part instrument to ascertain student experiences will be carried out through a review of relevant literature, surveying stakeholders using crowdsourced platforms, and through in-depth interviews with 50 providers. A sample of 1,000 students from 2- and 4-year college and universities, drawn from minority-serving institutions, such as Historically Black Colleges, Hispanic Serving Institutions, and Tribal Colleges and Universities will serve to establish the validity and reliability of the derived instrument and provide estimates of the availability and frequency of involvement. Psychometric methods and factor analysis will guide us in combining related variables into indices that reflect underlying constructs. Propensity score weighting will be employed for estimating effects when exposure to certain OST activities is confounded with other factors (e.g., parental education, SES). Path models and structural equation models (SEM) will be employed to build models that use causal or time related variables, for instance, students’ career interests at different times in their pre-college experience. The study goes beyond evaluation of individual experiences in addressing important questions that will help policy makers, educators, parents, and students understand which OST opportunities serve the diverse values and goals of members of underrepresented groups, boosting their likelihood of pursuing STEM careers. This project is co-funded by the Advancing Informal STEM Learning (AISL) and EHR CORE Research (ECR) programs.
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TEAM MEMBERS: Philip Sadler Remy Dou Monique Ross Susan Sunbury Gerhard Sonnert
resource project Public Programs
The call for more science, technology, engineering, and mathematics (STEM) education taking place in informal settings has the potential to shape future generations, drive new innovations and expand opportunities. Yet, its power remains to be fully realized in many communities of color. However, research has shown that using creative embodied activities to explore science phenomena is a promising approach to supporting understanding and engagement, particularly for youth who have experienced marginalization. Prior pilot work by the principal investigator found that authentic inquiries into science through embodied learning approaches can provide rich opportunities for sense-making through kinesthetic experience, embodied imagining, and the representation of physics concepts for Black and Latinx teens when learning approaches focused on dance and dance-making. This Research in Service to Practice project builds on prior work to better understand the unique opportunities for learning, engagement, and identity development for these youth when physics is explored in the context of the Embodied Physics Learning Lab Model. The model is conceptualized as a set of components that (1) allow youth to experience and utilize their intersectional identities; (2) impact engagement with physics ideas, concepts and phenomena; and (3) lead to the development of physics knowledge and other skills. The project aims to contribute to more expansive definitions of physics and physics learning in informal spaces. While the study focuses primarily on Black and Latinx youth, the methods and discoveries have the potential to impact the teaching of physics for a much broader audience including middle- and high-school children, adults who may have been turned off to physics at an earlier age, and undergraduate physical science majors who are struggling with difficult concepts. 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 research is grounded in sociocultural perspectives on learning and identity, embodied interaction and enactive cognition, and responsive design. The design is also informed by the notion of “ArtScience” which highlights commonalities between the thinking and making practices used by artists and by scientists and builds on the theoretical philosophy that all things can be understood through art or through science but integrating the two lenses allows for more complete understandings. Research will investigate the relationship between embodied learning approaches, design principles, and structures of the Embodied Physics Learning Lab model using the lenses of physics, dance, and integrated ArtScience to better understand the model. The project employs design-based research to address two overarching research questions: (1) What unique opportunities for learning, engagement, and identity development for Black and Latinx youth occur when physics is explored in the context of the Embodied Physics Learning Lab Model? and (2) How do variations in site demographics and site implementation influence the impact and scalability of the Learning Lab model? Further, the inquiry will consider (a) how youth experience and utilize their intersectional various identities in the context of the activities, structures, and essential elements of the embodied physics learning lab; (b) how youth's level of physics engagement changes depending on which embodied learning approaches and essential element structures are used; (c) the physics knowledge and other skills youth attain through the set of activities; and (d) how, if at all, the embodied learning approaches engage youth in thinking about their own agency as STEM doers. An interdisciplinary team of researchers, choreographers, and youth along with community organizations will co-design and implement project activities across four sites. Approximately 200 high school youth will be engaged; 24 will have the role of Teen Thought Partner. Through three iterative design cycles of implementation, the project will refine the model to investigate which elements most affect successful implementation and to identify the conditions necessary for scale-up. Data will be collected in the form of video, field notes, pre- and post- interviews, pre- and post- surveys, and artifacts created by the youth. Analyses will include a combination of interaction analysis, descriptive data analysis, and movement analysis. In addition to the research findings and explication of the affordances and constraints of the model, the project will also create a curricular resource, including narrative text and video demonstrations of physics concepts led by the teen thought partners, video case training modules, and assessment tools.
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TEAM MEMBERS: Folashade Cromwell Solomon Dionne Champion
resource project Informal/Formal Connections
The Council for Opportunity in Education, in collaboration with TERC, seeks to advance the understanding of social and cultural factors that increase retention of women of color in computing; and implement and evaluate a mentoring and networking intervention for undergraduate women of color based on the project's research findings. Computing is unique because it ranks as one of the STEM fields that are least populated by women of color, and because while representation of women of color is increasing in nearly every other STEM field, it is currently decreasing in computing - even as national job prospects in technology fields increase. The project staff will conduct an extensive study of programs that have successfully served women of color in the computing fields and will conduct formal interviews with 15 professional women of color who have thrived in computing to learn about their educational strategies. Based on those findings, the project staff will develop and assess a small-scale intervention that will be modeled on the practices of mentoring and networking which have been established as effective among women of color who are students of STEM disciplines. By partnering with Broadening Participation in Computing Alliances and local and national organizations dedicated to diversifying computing, project staff will identify both women of color undergraduates to participate in the intervention and professionals who can serve as mentors to the undergraduates in the intervention phase of the project. Assisting the researchers will be a distinguished Advisory Board that provides expertise in broadening the representation of women of color in STEM education. The external evaluator will provide formative and summative assessments of the project's case study data and narratives data using methods of study analysis and narrative inquiry and will lead the formative and summative evaluation of the intervention using a mixed methods approach. The intervention evaluation will focus on three variables: 1) students' attitudes toward computer science, 2) their persistence in computer science and 3) their participant attitudes toward, and experiences in, the intervention.

This project extends the PIs' previous NSF-funded work on factors that impact the success of women of color in STEM. The project will contribute an improved understanding of the complex challenges that women of color encounter in computing. It will also illuminate individual and programmatic strategies that enable them to participate more fully and in greater numbers. The ultimate broader impact of the project should be a proven, scalable model for reversing the downward trend in the rates at which women of color earn bachelor's degrees in computer science.
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TEAM MEMBERS: Apriel Hodari Maria Ong
resource research Informal/Formal Connections
Counterspaces in science, technology, engineering, and mathematics (STEM) are often considered “safe spaces” at the margins for groups outside the mainstream of STEM education. The prevailing culture and structural manifestations in STEM have traditionally privileged norms of success that favor competitive, individualistic, and solitary practices—norms associated with White male scientists. This privilege extends to structures that govern learning and mark progress in STEM education that have marginalized groups that do not reflect the gender, race, or ethnicity conventionally associated with
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TEAM MEMBERS: Maria Ong Janet Smith Lily Ko
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 research Public Programs
This poster explores three programs that engage underrepresented youth in physics learning through dance.
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TEAM MEMBERS: Folshade Cromwell Solomon Tracey Wright Lawrence Pratt Vandana Singh Mariah Steele Robin Thompson Dionne Champion Christina Bebe
resource project Professional Development, Conferences, and Networks
This project supports the Broader Impacts and Outreach Network for Institutional Collaboration (BIONIC), a national Research Coordination Network of Broader Impacts to support professionals who assist researchers to design, implement, and evaluate the Broader Impacts activities for NSF proposals and awards. All NSF proposals are evaluated not only on the Intellectual Merit of the proposed research, but also on the Broader Impacts of the proposed work, such as societal relevance, educational outreach, and community engagement. Many institutions have begun employing Broader Impacts support professionals, but in most cases, these individuals have not worked as a group to identify and share best practices. As a consequence, there has been much duplication of effort. Through coordination, BIONIC is expected to improve efficiency, reduce redundancy, and have significant impact in several areas: 1) Researchers will benefit from an increased understanding of the Broader Impacts merit review criterion and increased access to collaborators who can help them design, implement, and evaluate their Broader Impacts activities; 2) Institutions and research centers will increase their capacity to support Broader Impacts via mentoring for Broader Impacts professionals and consulting on how to build Broader Impacts support infrastructure, with attention to inclusion of non-research-intensive universities, Historically Black Colleges and Universities, and Hispanic- and Minority-Serving Institutions that may not have the resources to support an institutional Broader Impacts office; and 3) NSF, itself, will benefit from a systematic and consistent approach to Broader Impacts that will lead to better fulfillment of the Broader Impacts criterion by researchers, better evaluation of Broader Impacts activities by reviewers and program officers, and a system for evaluating the effectiveness of Broader Impacts activities in the aggregate, as mandated by Congress and the National Science Board. Through its many planned activities, BIONIC will ultimately help advance the societal aims that the Broader Impacts merit review criterion was meant to achieve.

The main goals of the project will be accomplished through the four specific objectives: 1) Identify and curate promising models, practices, and evaluation methods for the Broader Impacts community; 2) Expand engagement in, and support the development of, high-quality Broader Impacts activities by educating current and future faculty and researchers on effective practices; 3) Develop the human resources necessary for sustained growth and increased diversity of the Broader Impacts community; and 4) Promote cross-institutional collaboration and dissemination for Broader Impacts programs, practices, models, materials, and resources. BIONIC will facilitate collaborative Broader Impacts work across institutions, help leverage previously developed resources, support professional development, and train new colleagues to enter into the Broader Impacts field. This project will improve the quality and sustainability of Broader Impacts investments, as researchers continue to create unique and effective activities that are curated and broadly disseminated. BIONIC will create a network designed to assist NSF-funded researchers at their institutions in achieving the goals of the Broader Impacts Review Criterion. In so doing, BIONIC will promote Broader Impacts activities locally, nationally, and internationally and help to advance the Broader Impacts field.

This award is co-funded by the Divisions of Molecular and Cellular Biosciences and Emerging Frontiers in the Directorate for Biological Sciences and by the Division of Chemistry in the Directorate for Mathematics and Physical Sciences.
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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 Professional Development, Conferences, and Networks
In our efforts to sustain U.S. productivity and economic strength, underrepresented minorities (URM) (for the purpose of this paper defined as persons of African American, Hispanic American, and Native American racial/ethnic descent), provide an untapped reservoir of talent that could be used to fill technical jobs. Over the past 25 years, educational diversity programs have encouraged and supported URM pursuing STEM degrees. Yet, their representation in STEM still lags far behind that of White, non-Hispanic men. To understand the reasons why this is occurring, the American Association for
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TEAM MEMBERS: Yolanda S. George Virginia Van Horne Shirley M. Malcom
resource research Higher Education Programs
Objective: Although upward transfer in science, technology, engineering, and mathematics (STEM) fields represents a prominent national policy concern, community college students’ aspirations for transfer in STEM are often impeded, resulting in lower transfer rates. This study investigated four aspects of community college STEM students’ aspirational experiences and behaviors with regard to transfer: support for transfer, transfer service usage, transfer-oriented interactions, and transfer information acquisition. Particular attention was paid to how these factors may impact students’
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TEAM MEMBERS: Xueli Wang Seo Young Lee Amy Prevost
resource project Professional Development, Conferences, and Networks
The goal of FLIP (Diversifying Future Leadership in the Professoriate), an NSF INCLUDES Design and Development Launch Pilot, is to address the broadening participation challenge of increasing the diversity of the future leadership in the professoriate in computing at research universities as a way to achieve diversity across the field. According to the 2016 CRA Taulbee Survey, only 4.3% of the tenure-track faculty at PhD-granting universities are from underrepresented minorities. This challenge is important to address because diverse faculty contributes to academia in the following critical ways: serve as excellent role models for a diverse study body, bring diverse backgrounds to the student programs and policies developed by the department, and bring diverse perspectives to the research projects and programs. Further, the focus is on research universities, because in practice, key national leadership roles, such as serving on national committees that impact thefield of computing, often come from research universities.

The shared purpose and broad vision of the FLIP launch pilot is to increase faculty diversity in computing at research universities by increasing the diversity of PhD graduates from the top producers of computing faculty. The focus is on four underrepresented groups in computing: African Americans; Hispanics; Native Americans and indigenous peoples; and Persons with Disabilities. The long-term goal is to pursue this vision through strategic partnerships with those institutions that are the top producers of computing faculty and organizations that focus on diverse students in STEM, as well as partnerships that collectively adopt proven strategies for recruiting, graduating, and preparing a diverse set of doctoral students for academic careers. The purpose of the pilot is to establish a unified approach across the different partners that will build upon proven strategies to develop novel practices for increasing the diversity of the PhD graduates from key institutions, thereby increasing the faculty diversity in computing at research universities. For the pilot, FLIP will focus on recruitment and admissions and professional development for current PhD students.
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TEAM MEMBERS: Valerie Taylor Charles Isbell Jeffrey Forbes University of Chicago