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 DouHeidi CianZahra HazariPhilip SadlerGerhard Sonnert
Research that seeks to understand classroom interactions often relies on video recordings of classrooms so that researchers can document and analyze what teachers and students are doing in the learning environment. When studies are large scale, this analysis is challenging in part because it is time-consuming to review and code large quantities of video. For example, hundreds of hours of videotaped interaction between students working in an after-school program for advancing computational thinking and engineering learning for Latino/a students. This project is exploring the use of computer-assisted methods for video analysis to support manual coding by researchers. The project is adapting procedures used for computer-aided diagnosis systems for medical systems. The computer-assisted process creates summaries that can then be used by researchers to identify critical events and to describe patterns of activities in the classroom such as students talking to each other or writing during a small group project. Creating the summaries requires analyzing video for facial recognition, motion, color and object identification. The project will investigate what parts of student participation and teaching can be analyzed using computer-assisted video analysis. This project is supported by NSF's EHR Core Research (ECR) program, the STEM+C program and the AISL program. The ECR program emphasizes fundamental STEM education research that generates foundational knowledge in the field. The project is funded by the STEM+Computing program, which seeks to address emerging challenges in computational STEM areas through the applied integration of computational thinking and computing activities within disciplinary STEM teaching and learning in early childhood education through high school (preK-12). 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 video analysis systems will provide video summarizations for specific activities which will allow researchers to use these results to quantify student participation and document teaching practices that support student learning. This will support the analysis of large volumes of video data that are often time-consuming to analyze. The video analysis system will identify objects in the scene and then use measures of distances between objects and other tracking methods to code different activities (e.g., typing, talking, interaction between the student and a facilitator). The two groups of research questions are as follows. (1) How can human review of digital videos benefit from computer-assisted video analysis methods? Which aspects of video summarization (e.g., detected activities) can help reduce the time it takes to review the videos? Beyond audio analytics, what types of future research in video summarization can help reduce the time that it takes to review videos? (2) How can we quantify student participation using computer-assisted video analysis methods? What aspects of student participation can be accurately measures by computer-assisted video analysis methods? The video to be used for this study is drawn from a project focused on engineering and computational thinking learning for Latino/a students in an after-school setting. Hundreds of hours of video are available to be reviewed and analyzed to design and refine the system. The resulting coding will also help document patterns of engagement in the learning environment.
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:
Marios PattichisSylvia Celedon-PattichisCarlos LopezLeiva
To reach its full potential in science, technology, engineering, and mathematics (STEM), the United States must continue to recruit, prepare and maintain a diverse STEM workforce. Much work has been done in this regard. Yet, underrepresentation in STEM fields persists and is especially pronounced for Hispanic STEM professionals. The Hispanic community is the youngest and fastest growing racial/ethnic group in the United States but comprises only seven percent of the STEM workforce. More evidence-based solutions and innovative approaches are required. This project endeavors to address the challenges of underrepresentation in STEM, especially among individuals of Hispanic descent, through an innovative approach. The University of San Diego will design, develop, implement, and test a multilayered STEM learning approach specific to STEM learning and workforce development in STEM fields targeting Hispanic youth. The STEM World of Work project will explore youth STEM identity through three mechanisms: (1) an assessment of their individual interests, strengths, and values, (2) exposure to an array of viable STEM careers, and (3) engagement in rigorous hands-on STEM activities. The project centers on a youth summer STEM enrichment program and a series of follow-up booster sessions delivered during the academic year in informal contexts to promote family engagement. Paramount to this work is the core focus on San Diego's Five Priority Workforce Sectors: Advanced Manufacturing, Information and Communications Technology, Clean Energy, Healthcare, and Biotech. Few, if any, existing projects in the Advancing Informal STEM learning portfolio have explored the potential connections between these five priority workforce sectors, informal STEM learning, and identity among predominately Hispanic youth and families engaged in a year-long, culturally responsive STEM learning and workforce focused program. If successful, the model could provide a template for the facilitation of similar efforts in the future.
The STEM World of Work project will use a mixed-methods, exploratory research design to better understand the variables influencing STEM learning and academic and career choices within the proposed context. The research questions will explore: (1) the impacts of the project on students' engagement, STEM identity, STEM motivation, and academic outcomes, (2) factors that moderate these outcomes, and (3) the impact the model has on influencing youths' personal goals and career choices. Data will be garnered through cross-sectional and longitudinal surveys and reflective focus groups with the students and their parents/guardians. Multivariate analysis of variance, longitudinal modeling, and qualitative analysis will be conducted to analyze and report the data. The findings will be disseminated using a variety of methods and platforms. The broader impacts of the findings and work are expected to extend well beyond the project team, graduate student mentors, project partners, and the estimated 120 middle school students and their families from the predominately Hispanic Chula Vista Community of San Diego who will be directly impacted by the project.
This exploratory pathways project is funded by the Advancing Informal STEM Learning 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.
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TEAM MEMBERS:
Perla MyersVitaliy PopovOdesma DalrympleYaoran LiJoi Spencer
Although major growth in engineering and computing jobs is expected in the next 10 years, students are not majoring in sufficient numbers to meet this demand. These impending workforce demands cannot be met without developing the skills of racial and ethnic minorities: however, Hispanics and Black/African Americans make up only a small percentage of doctoral students in the United States. The goal of the Consortium of Minority Doctoral Scholars (CMDS) Design and Development Launch Pilot is to broaden the participation of minorities in these fields. This pilot project will create a data portal that will allow the research team to study and understand the efficacy of various mentoring strategies that might be piloted across institutions and minority doctoral scholars programs.
Part II
The Consortium of Minority Doctoral Scholars (CMDS) will unite three of the nation's oldest and most prominent minority doctoral scholars programs (GEM, SREB and McKnight); organizations with a long history of impact in increasing the numbers of minorities obtaining advanced degrees. The CMDS Design and Development Launch Pilot will conduct extensive studies using data from these three programs. The research team will conduct a mixed method analysis of the data to discover commonalities and distinctions about the three programs' mentoring efforts as compared to students not involved in the three programs. This will result in a data-driven strategy for researching the efficacy of mentoring programs that can be applied across the three CMSD member and other minority doctoral scholars programs. By utilizing data from successful programs to pinpoint effective mentoring strategies, the project will create opportunities for larger numbers of minorities to be successful. This approach has implications not only with respect to equity and access, but also the development of a workforce that will drive future advances.
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TEAM MEMBERS:
Juan GilbertShaundra DailyJerlando Jackson
resourceprojectProfessional Development, Conferences, and Networks
This one-year Collaborative Planning project seeks to bring together an interdisciplinary planning team of informal and formal STEM educators, researchers, scientists, community, and policy experts to identify the elements, activities, and community relationships necessary to cultivate and sustain a thriving regional early childhood (ages 3-6) STEM ecosystem. Based in Southeast San Diego, planning and research will focus on understanding the needs and interests of young Latino dual language learners from low income homes, as well as identify regional assets (e.g., museums, afterschool programs, universities, schools) that could coalesce efforts to systematically increase access to developmentally appropriate informal STEM activities and resources, particularly those focused on engineering and computational thinking. This project has the potential to enhance the infrastructure of early STEM education by providing a model for the planning and development of early childhood focused coalitions around the topic of STEM learning and engagement. In addition, identifying how to bridge STEM learning experiences between home, pre-k learning environments, and formal school addresses a longstanding challenge of sustaining STEM skills as young children transition between environments.
The planning process will use an iterative mixed-methods approach to develop both qualitative and quantitative and data. Specific planning strategies include the use of group facilitation techniques such as World Café, graphic recording, and live polling. Planning outcomes include: 1) a literature review on STEM ecosystems; 2) an Early Childhood STEM Community Asset Map of southeast San Diego; 3) a set of proposed design principles for identifying and creating early childhood STEM ecosystems in low income communities; and 4) a theory of action that could guide future design and research. This project is funded by the Advancing Informal STEM Learning program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments.
This paper introduces an ongoing research project on the use of electronics workshops in engaging underprivileged Latino middle and high school students in STEM – Science, Technology, Engineering and Mathematics. The project focuses on the practice of circuit bending – taking apart and creatively manipulating the circuits of children's toys to produce novel sound output. The main goal of the project is to design, develop and test curricula and materials that inspire learning in adolescents. Second hand, discarded or low cost electronics are used in the workshops as a low cost platform for
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TEAM MEMBERS:
Garnet HertzGillian HayesAmelia Guimarin
This pathways project will design, develop and test Do-It-Yourself, (DIY), hands-on workshops to introduce and teach middle school females in underserved Latino communities computing and design by customizing and repurposing e-waste media technology, such as old cell phones or appliances -- items found in the students homes or neighborhoods. The major outcome of the project will be the creation of a workshop kit that covers the processes of DIY electronics learning taking place in the workshops for distribution of the curriculum to after school programs and other informal science venues. The PIs have implemented three pilot projects over the last three years that demonstrate the ability of hands-on DIY electronics curricula to motivate and encourage students and to enable them to acquire a deeper understanding of core engineering, mathematics and science concepts. This project would extend the approach to underserved Latino youth, particular girls of middle school age. This audience was identified because of the historically low rate of participation in STEM fields by people in this group and the particular challenges that females have in acquiring knowledge in technical STEM areas. The proposal suggests that the approach of using hands-on workshops that rely on low technical requirements -- essentially obsolete or discarded electronic equipment, primarily from homes of participants -- will encourage the target audience to experiment with items they are familiar with and that are culturally relevant. The hypothesis of the project is that this approach will lower barriers to experimenting with "circuit bending" - the hand-modifying of battery-powered children's toys to build custom electronic instruments and lead to greater participation and success of females in the target group. The project will provide free workshops in two neighborhood locations and be supported by undergraduate student mentors and volunteers and staff of two community groups that are part of the project, Machine Project and Girls, Inc. Participants will demonstrate the finished projects to the workshop group, mentors and parents. Each participant will receive a copy of the workshop handbook in both English and Spanish to take home so that parents, members of the community and caregivers can supervise and participate in future projects.
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TEAM MEMBERS:
Garnet HertzGillian HayesRebecca Black
The youth-based ITEST proposal, Invention, Design, Engineering and Art Cooperative (IDEA), will provide 100 students in grades 8-12 from the East Side of St. Paul, Minnesota with IT experiences in engineering and design. The content focus is mechanical and electrical engineering, such as product design, electronics, and robotics with an emphasis on 21st century job skills, including skills in advanced areas of microcontrollers, sensors, 3-D modeling software, and web software development for sharing iterative engineering product design ideas and maintaining progress on student product development. These technologies are practical and specific to careers in engineering and standards for technological literacy. During the three-year project period, a scaffolding process will be used to move students from exploratory activities in Design Teams in the 8th and 9th grades to paid employment experiences in grades 10-12 as part of Invention Crews. All design and product invention work will be directly connected to solving problems for local communities, including families and local businesses. For grades 8 and 9, students will receive 170 total contact hours per year and for grades 10-12, 280 contact hours per year. The participant target goal is 75% participation by girls, and African-American and Latino youth. Students participating in this project are situated within the country's most diverse urban districts with students speaking more than 103 languages and dialects. The schools targeted by this project average 84% of students receiving free or reduced price lunches, and have a population with 81% falling below proficiency in the Grade 8/11 Math MCA-II Test. To achieve the project goals of recruiting underrepresented students, and supporting academic transitions from middle and high school to college and university, the project team aggregated an impressive group of project partners that include schools, colleges, universities, and highly experienced youth and community groups, technology businesses that will provide mentoring of students and extensive involvement by parent and family services. Every partner committed to the project has a longstanding and abiding commitment to serving students from economically challenged areas.
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TEAM MEMBERS:
Anika WardKristen MurrayRachel GatesDavid Gundale