We used a youth focused wild berry monitoring program that spanned urban and rural Alaska to test this method across diverse age levels and learning settings.
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Katie SpellmanDouglas CostChristine Villano
This paper attempts to reframe popular notions of “failure” as recently celebrated in the Maker Movement, Silicon Valley, and beyond. Building on Vossoughi et al.’s 2013 FabLearn publication describing how a focus on iterations/drafts can serve as an equity-oriented pedagogical move in afterschool tinkering contexts, we explore what it means for afterschool youth and educators to persist through unexpected challenges when using an iterative design process in their tinkering projects. More specifically, this paper describes: 1) how young women in a program geared toward increasing equitable
Artificial Intelligence (AI), the research and development of machines to mimic human thought and behavior, encompasses one of the most complex scientific and engineering challenges in history. AI now permeates essentially all sectors of the economy and society. Young people growing up in the era of big data, algorithms, and AI need to develop new awareness, content knowledge, and skills to understand humans’ relationships with these new technologies and become producers of AI artifacts themselves.
YR Media and MIT’s Understanding AI project researched and developed innovative approaches to
Despite decades of policies and programs meant to increase the representation of girls and women in science, technology, engineering, and mathematics (STEM), girls and women of color still represent a much smaller percent of the STEM workforce than they do in the US population. This lack of representation is preventing the US STEM workforce from reaching its true potential. Intersecting inequalities of gender, race, ethnicity, and class, along with stereotypes associated with who is successful in STEM (i.e., White men), lead to perceptions that they do not belong and may not succeed in STEM. Ultimately, these issues hinder girls’ STEM identity development (i.e., sense of belonging and future success), lead to a crisis of representation for women of color and have compounding impacts on the STEM workforce. Research suggests there are positive impacts of in-person STEM learning after-school and out-of-school time programs on girls’ sense of belonging. The increasing need for online learning initiated by the COVID-19 pandemic means it is vital to investigate girls’ STEM identity development within an online community. Thus, the project will refine and test approaches in online learning communities to make a valuable impact on the STEM identity development of girls of color by 1) training educators and role models on exemplary approaches for STEM identity development; 2) implementing a collaborative, girl-focused Brite Online Learning Community that brings together 400 girls ages 13-16 from a minimum of 10 sites across the United States; and 3) researching the impact of the three core approaches -- community building, authentic and competence-demonstrating hands-on activities, and interactive learning with women role models -- on participating girls’ STEM identities in online settings.
The mixed methods study is guided by guided by Carlone & Johnson’s model of STEM identity involving four constructs: competence, performance, recognition, and sense of belonging. Data collection sources for the quantitative portion of the project include pre- and post-surveys, while qualitative data sources will be collected from six case study sites and will include observations, focus group interviews with girls, artifacts created by girls and educators, educator interviews, and open-ended survey responses. This approach will enable the research team to determine how and the extent to which the Brite Online Learning Community influences STEM identity constructs, interpreting which practices lead to meaningful outcomes that can be linked to the development of STEM identity for participating girls in an online environment. The products of this work will include research-based, tested Brite Practices and a toolkit for fostering girls’ interest, identification, and long-term participation in STEM. The resulting products will increase the reach of informal STEM education programming to girls of color across the nation as online spaces can reach more girls, potentially increasing the representation of women of color in the STEM workforce.
Chabot Space & Science Center will expand its work in youth development and community outreach by launching the Oakland Connected Learning Partnership program targeting underserved children and youth. Over the two-year project period, the museum will hire 12 teens each year from a Title I high school as paid interns. Museum educators will provide training and mentorship to prepare the interns to present STEM-based after-school programs for children aged 6-12 at local Girls & Boys Clubs. The teens will help to organize and present additional project activities, including Community Science Events at local libraries, public schools and places of worship. Each year of the project will culminate with a free Community Day at the museum for all participants. Community listening sessions at strategic intervals will help the project team understand resources and needs and obtain feedback on the program.
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?
Environmental Protectors is a four-year project based at the University of California at Berkeley’s Lawrence Hall of Science. The project is designed to explore the educational and developmental impact of an informal science education programming model that features Community and Citizen Science (CCS) activities for youth of color residing in urban communities. The project is grounded in hypothesis that CCS-focused experiences result in learning outcomes that better position youth of color to more effectively engage in Science, Technology, Engineering, and Mathematics (STEM) related educational, occupational, and civic activities. Each year, in three economically challenged urban communities located throughout the country, youth of color between the ages of 14 and 18 will participate in month-long summer or semester-long afterschool programs. These programs will feature CCS-related activities that include collection, analysis, interpretation and presentation of data that addresses local, pressing environmental quality concerns, such as soil lead contamination and air particulate matter pollution. The project will use a mix of qualitative and quantitative data collection and analysis to assess the impact of youth engagement in these CCS activities. Overall, through its implementation the project aims to generate information useful in nationwide efforts designed to identify effective strategies and approaches that contribute to increasing STEM understanding and interest among youth of color.
Project research is guided by the following questions: A) What are ways to increase STEM engagement among those who have typically been underrepresented in Community and Citizen Science (CCS) research projects in particular and STEM in general? B) When youth are engaged in CCS, what outcomes are observed related to their science agency and science activism? What other unanticipated outcomes are observed related to benefits of participation and learning? C) How does science activism develop in youth participating in CCS?; and D) How do differences in program implementation impact youth outcomes. In particular, the project explores the manner in which particular CCS activities (e.g., project design, data analysis and interpretation, data presentation) impact youth “Science Agency,” defined as a combination of constructs that include Science Identity (i.e., sense of themselves as science thinkers), Science Value (i.e., awareness of the potential benefits of applying scientific practices to addressing critical community health and environmental issues) and Science Competency Beliefs (i.e., belief of themselves as competent science practitioners) and “Science Activism,” defined as a combination of perceived behavioral control and personal salience. Through its execution the project will refine a theory of learning that makes explicit connections between these constructs. Information derived from the execution of the project will contribute to deeper understanding of the potential for using of CCS projects as a key component of science education environments in urban areas and in general.
This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program.
This award is funded in part under the American Rescue Plan Act of 2021 (Public Law 117-2).
This project will create the specification for a learner-controlled system to represent youth learning in Out-of-School-Time (OST) settings, to improve access to future Science, Technology, Engineering, and Mathematics (STEM) learning opportunities. For learners to pursue a STEM education, and STEM careers, they must be able to move through "gatekeeping" mechanisms that filter and sort students based on factors such as prior coursework and grades, teacher recommendations, and language proficiency assessments. Even though abundant evidence shows that such measures fail to capture all important aspects of STEM learning, they are traditionally relied upon in secondary and post-secondary STEM education contexts as indicators of preparation for future STEM learning. These systemic processes exclude certain minoritized groups, including Black, Indigenous, and other people of color (BIPOC), low income, immigrant and refugee youth, and youth learning English, from high-quality secondary and post-secondary STEM learning experiences because existing measures do not validate their prior knowledge and experiences. Yet, minoritized youth often engage in OST STEM learning opportunities, where their readiness for future learning opportunities is nurtured and valued. One challenge is to reliably document this readiness in a usable format so youth can access new STEM learning opportunities, especially in post-secondary contexts. This project builds strategically upon earlier work focusing on the democratization of STEM learning through vehicles such as digital micro-credentials or badges, and upon digital portfolios. Missing from these earlier efforts was integration of these platforms with an infrastructure that connected youth learners to OST STEM learning organizations and to future STEM learning opportunities. This Innovations in Development project brings together minoritized youth and their families, OST providers, and admissions officials from higher education institutions to explore the needed design features for OST "transcripts," and user stories that describe how software systems can support their creation and sharing. Grounded in the concept of mastery-based learning, where learning is demonstrated via action, learners will control what is included in the transcript so that they create their own narratives about their learning experiences. Recognizing that documentation is not the key focus of most STEM OST organizations, this project will provide direct support for identifying and codifying learning goals or outcomes that learners and their families find relevant and important within different STEM activities. 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 project will take a Design-Based Implementation Research (DBIR) approach and proceed by convening representatives from three main stakeholder groups (youth and their families, OST providers, and admissions staff) to engage in a series of discovery and design activities. Project partners, including the Mastery Transcript Consortium (MA), STEAMville (IL), STUDIO (WA), and Wolverine Pathways (MI), will work together with the PIs to design templates learners can use to characterize STEM learning from each provider, aligned with different STEM learning foci (e.g., computer science, computational thinking, cross-cutting concepts, science and engineering practices, and mathematics). Data collected from these sessions will be used to address the following research questions: (1) How and why do youth and families from minoritized communities understand and choose to participate in STEM OST learning opportunities?, (2) How do youth understand and interact with STEM OST learning opportunities?, (3) How do OST providers characterize the STEM learning goals in the activities they provide?, and (4) How do college admissions personnel view the role of informal STEM learning as part of a holistic admissions process? This work has the potential to further the understanding of how OST learning can be documented and shared as a part of the larger ecosystem of STEM learning trajectories. By deeply engaging the perspectives and voices of minoritized youth and families, this project seeks to develop a valid and trustworthy instrument that recognizes and serves their STEM learning, thus broadening the participation of minoritized youth in STEM education and careers. This work will also benefit OST providers, by translating the documentation of youth STEM learning into forms that may help communicate the efficacy of their programs in ways that further their missions, including communicating evidence of effectiveness to both future participants and funders.
Refugee youth are particularly vulnerable to STEM disenfranchisement due to factors including limited or interrupted schooling following displacement; restricted exposure to STEM education; and linguistic, cultural, ethnic, socioeconomic, and racial minority status. Refugee youth may experience a gap in STEM skills and knowledge, and a conflict between the identities necessary for participation in their families and communities, and those expected for success in STEM settings. To conduct research to better understand these challenges, an interrelated set of activities will be developed. First, youth will learn principles of physics and computing by participating in cosmic ray research with physicists using an instructional approach that builds from their home languages and cultures. Then youth periodically share what they are learning in the cosmic ray research with their parents, siblings, and science teachers at family and community science events. Finally, youth conduct reflective research on their own STEM identity development over the course of the project. Research on learning will be conducted within and across these three strands to better understand how refugee youth develop STEM-positive identities. This project will benefit society by improving equity and diversity in STEM through (1) creating opportunities for refugee youth to participate in physics research and to develop computing skills and (2) producing knowledge on STEM identity development that may be applied more broadly to improve STEM education. Deliverables from this project include: (a) research publications on STEM identity and learning; (b) curriculum resources for teaching physics and computing to multilingual youth; (c) an online digital storytelling exhibit offering narratives about belonging in STEM research which can be shared with STEM stakeholders (policy makers, scientists, educators, etc.); and (d) an online database of cosmic ray data which will be available to physicists worldwide for research purposes. This Innovations in Development proposal 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 program is designed to provide multiple contexts, relationships, and modes across and within which the identity work of individual students can be studied to look for convergence or divergence. To achieve this goal, the research applies a linguistic anthropological framework embedding discourse analysis in a larger ethnography. Data collected in this study include field notes, audio and video recordings of naturalistic interactions in the cosmic ray research and other program activities, multimodal artifacts (e.g., students' digital stories), student work products, interviews, and surveys. Critically, this methodology combines the analysis of identity formation as it unfolds in moment-to-moment conversations (during STEM learning, and in conversations about STEM and STEM learning) with reflective tasks and the production of personal narratives (e.g., in digital stories and interviews). Documenting convergence and divergence of STEM identities across these sources of data offers both methodological and theoretical contributions to the field. The research will offer thick description of the discursive practices of refugee youth to reveal how they construct identities related to STEM and STEM disciplines across settings (e.g., during cosmic ray research, while creating digital stories), relationships (e.g., peer, parent, teacher), and the languages they speak (e.g., English, Swahili). The findings will be of potential value to instructional designers of informal learning experiences including those working with afterschool, museums, science centers and the like, educators, and scholars of learning and identity.
This Innovations in Development 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:
Tino NyaweloJohn MatthewsJordan GertonSarah Braden
This project specifically addresses the SMRB’s imperative that “NIH’s pre-college STEM activities need a rejuvenated integrated focus on biomedical workforce preparedness with special considerations for under-represented minorities.”
Approximately one-third of CityLab’s participants are under-represented minority (URM) students, but we now have a unique opportunity to build a program that will reach many URM students and position them for undergraduate STEM success. We have partnered with urban squash education organizations in Boston (SquashBusters) and New York (CitySquash and StreetSquash) that recruit URM/low SES students to participate in after-school squash training and academic enrichment programs. We have also partnered with the Squash + Education Alliance (previously named the National Urban Squash and Education Association) to disseminate the new program—first from Boston to New York and later through its national network of affiliated squash education programs.
In order to bring this project to fruition, Boston University is joining forces with Fordham University in New York. Fordham is home to CitySquash so these organizations provide an ideal base for the New York activities. The proposed project will enable us to demonstrate feasibility and replicability within the 5-year scope of this grant. Our shared vision is to develop a national model for informal precollege biomedical science education that can be infused into a myriad of similar athletic/academic enrichment programs.
The squash education movement for urban youth has been highly successful in enrolling program graduates in college. Since the academic offerings of the squash education programs focus on English Language Arts and Mathematics, their students struggle with science and rarely recognize the tremendous opportunities for long- term employment in STEM fields.
This project will bring CityLab’s resources to local squash programs in a coordinated and sustained engagement to introduce students to STEM, specifically the biomedical sciences. Together with the urban squash centers, we will build upon the hands-on life science experiences developed and widely disseminated by CityLab to create engaging laboratory-based experiences involving athletics and physiology.
The specific aims of the proposed project are:
To develop, implement, and evaluate a new partnership model for recruiting URM/low SES students and inspiring them to pursue careers in STEM; and
To examine changes in the science learner identities (SLI) of the students who participate in this program and establish this metric as a marker for continued engagement in STEM.
With the involvement of the two urban research universities, three local squash education programs, and SEA, we see this new SEPA initiative as a unique way to pilot, refine, and disseminate an after-school/informal science education program that can have a significant impact on the nation’s production of talented STEM graduates from URM/low SES backgrounds.
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TEAM MEMBERS:
Carl FranzblauDonald DeRosaCarla Romney
Despite the ubiquity of Artificial Intelligence (AI), public understanding of how it works and is used is limited This project will research, design, and develop innovative approaches focusing on Artificial Intelligence (AI) for under-represented youth ages 14-24. Program components include live social media chats with AI leaders, app development, journalistic investigations of ethical issues in machine learning, and review of AI-based consumer products. Youth Radio is a non-profit media and tech organizations that provides youth with skills in STEM, journalism, arts, and communications. They engage 250 youth annually through free after-school classes and work shifts. Participants are 90% youth of color and 80% low income. Project partners include the MIT Media Lab which developed App Inventor which allows novice users to build fully functional apps. Staff from Google will serve as a project advisor on the curriculum. The project has exceptional national reach through the dissemination of its media and apps through national outlets such as NPR and Teen Vogue as well as various platforms including online, on-air, as well as presentations, publications, and training tools. The project broadens participation by engaging these low income youth of color in developing skills critical to the workforce of the future. It will help prepare an upcoming generation of Artificial Intelligence creators, users, and consumers who understand the technology and embrace and encourage its potential.It will give them the necessary knowledge and opportunities for careers in an AI-driven future.
This project is grounded in sociocultural learning theory and practice and is interdisciplinary by design. The theoretical framework holds that Computational Thinking plus Critical Pedagogy leads to Critical Computational Literacy. Also, Digital Age Civics plus Participatory Culture leads to Civic Imagination helping youth build a better world through technology. The driving research questions include: What do underrepresented youth understand about AI and its role in society? What are the ethical dilemmas posed by AI from their vantage point? What are the features of an engaging ethics-centered pedagogy with AI? What impact do the AI products developed by the youth have on the target audience? The research design will use ethnographic techniques and design research to study and analyze youth learning. Data sources will include baseline surveys, audio recordings and transcriptions from learning sessions with the participants, research analytic memos, focus group interviews, student-generating artifacts of learning and finished products, etc. The design-based approach will enable systematic, evidence-based iteration on the initiative's activities, pedagogical approach and products. An independent summative evaluation will provide complementary data and perspective to triangulate with the research findings.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS:
Elisabeth SoepEllin O'LearyHarold Abelson