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resource research Exhibitions
Reflections from a researcher and caregiver on the process of working together on a study examining strategies to communicate the relevance of engineering practices at exhibits.
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TEAM MEMBERS: Scott Randol Sierra Martinez
resource research Informal/Formal Connections
Informal STEM learning experiences (ISLEs), such as participating in science, computing, and engineering clubs and camps, have been associated with the development of youth’s science, technology, engineering, and mathematics interests and career aspirations. However, research on ISLEs predominantly focuses on institutional settings such as museums and science centers, which are often discursively inaccessible to youth who identify with minoritized demographic groups. Using latent class analysis, we identify five general profiles (i.e., classes) of childhood participation in ISLEs from data
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TEAM MEMBERS: Remy Dou Heidi Cian Zahra Hazari Philip Sadler Gerhard Sonnert
resource evaluation Exhibitions
We examined an approach to reaching audiences who may not ordinarily engage with science. Termed Guerilla Science, this approach blends elements of access, by removing barriers to participation by embedding science into unexpected places, with those of inclusion, by designing activities that speak to the learning identities of participants.
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resource research Exhibitions
This report summarizes the main findings from the Cultivating Confidence research study, which investigated the impact of a single science museum visit on young adults' science self-efficacy and views of science. 
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TEAM MEMBERS: Hsin-Yi Chien Julia Nee Jenn Shepard Josh Gutwill
resource research Public Programs
This poster was presented at the 2021 NSF AISL Awardee Meeting. Many informal learning institutions use STEAM approaches to engage diverse learners. Our project aims to support educators in libraries, museums, and after school programs through a STEAM professional development (PD) series. Our PD approach is centered around a set of core STEAM practices that prioritize STEAM mindset and identity work. Participants engage in exemplar activities and design new experiences for their specific teaching and learning contexts. The series involves in- person sessions, online training, and team
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TEAM MEMBERS: Laura Conner Blakely Tsurusaki Carrie Tzou Mareca Guthrie Stephen Pompea Perrin Teal-Sullivan
resource research Media and Technology
This poster was presented at the 2021 NSF AISL Awardee Meeting. Collaborative robots – cobots – are designed to work with humans, not replace them. What learning affordances are created in educational games when learners program robots to assist them in a game instead of being the game? What game designs work best?
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TEAM MEMBERS: Ross Higashi
resource research Informal/Formal Connections
Identity development frameworks provide insight into why and to what extent individuals engage in STEM related activities. While studies of “STEM identity” often build off previously validated disciplinary and/or science identity frameworks, quantitative analyses of constructs that specifically measure STEM identity and its antecedents are scarce, making it challenging for researchers or practitioners to apply a measurement-based perspective of participation in opportunities billed as “STEM.” In this study, we tested two expanded structural equation models of STEM identity development
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TEAM MEMBERS: Heidi Cian Remy Dou
resource research Informal/Formal Connections
An individual's sense of themselves as a “STEM person” is largely formed through recognition feedback. Unfortunately, for many minoritized individuals who engage in STEM (science, technology, engineering, and mathematics) in formal and informal spaces, this recognition often adheres to long-standing exclusionary expectations of what STEM participation entails and institutionalized stereotypes of what it means to be a STEM person. However, caregivers, who necessarily share cultural backgrounds, norms, and values with their children, can play an important role in recognizing their children's
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TEAM MEMBERS: Heidi Cian Remy Dou Sheila Castro Elizabeth Palma-D'souza Alexandra Martinez
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 project Informal/Formal Connections
This research extends the investigator's prior NSF supported work to develop theoretical and empirical understanding of the double bind faced by women of color in STEM fields. That is, their race and gender present dual dilemmas as they move through STEM educational and career paths. The proposed study will identify gaps in our understanding, and identify some of the methodological problems associated with answering outstanding questions about the double bind. The major research question is: What strategies work to enable women of color to achieve higher levels of advancement in STEM academia and professions? The goal is to bring a clearer understanding of the issues which confront women of color as they pursue study of science and engineering, and what factors influence whether they leave or remain in STEM.

The work will employ a highly structured narrative analysis process to identify and quantify factors that have been successful in broadening the participation of minority women in STEM. The research design involves two separate tracks of work: 1) to conduct narrative analysis of primary documents associated with women of color in science; and 2) to conduct site visits and interviews to understand features of programs associated with successful support of women of color in undergraduate and graduate education. The first part is designed to inform the second, with the narrative analysis helping to identify features to look for in site visits and to use in development of interview protocols.

This research will focus on individual and programmatic factors that sustain women of color as they confront barriers to their career goals. It examines institutional strategies and support structures that help women of color ultimately to succeed, and social and pedagogic elements that influence their educational experiences. Although women of color have made some progress over the last three decades towards more equitable participation in STEM fields, the major efforts made to address this issue have not produced the desired outcomes; minority women continue to be underrepresented relative to white women and non-minority men. The factors that account for continued lower participation rates are not yet fully understood.

Beyond the Double Bind is designed to transform the intellectual basis for building future programs that will better enable women of color to be successful in STEM. While focused on women of color, the results will ultimately inform strategies and programs to expand the presence of all women and minorities in STEM.
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TEAM MEMBERS: Maria Ong Apriel Hodari
resource research Exhibitions
Awareness of a STEM discipline is a complex construct to operationalize; a learner’s awareness of a discipline is sometimes viewed through the lens of personal identity, use of relevant discourse, or knowledge of career pathways. This research proposes defining engineering awareness through a learner’s associations with engineering practices - fundamental processes involved in engineering such as identifying criteria and constraints, testing designs, diagnosing issues and assessing goal completion. In this study, a learner’s engineering awareness was determined by examining 1) their ability to
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resource research Exhibitions
This paper provides detailed descriptions of the goals, theoretical perspectives, context, and methods used in A study of collaborative practices at interactive engineering challenge exhibits (the C-PIECE Study), the first of two studies in the Designing Our Tomorrow (DOT) research program. The C-PIECE Study supported foundational and exploratory lines of inquiry related to engineering practices used by families engaging with design challenge exhibits. This paper describes the study background and methods as an anchor to four other products that detail these four specific lines of inquiry and
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