This award takes an innovative approach to an ongoing, pervasive, and persistent societal issue: women are still drastically underrepresented in computing careers. This project targets middle school-aged girls because it is a time when many of them lose interest and confidence in pursuing technical education and computing careers. This project will design, develop, and deploy a one-week experience focused on middle school girls that targets this issue with a novel combination of teaching techniques and technology. The project will use wearable computing devices to support girls' social interactions as they learn computing and solve technical challenges together. The goals of the project are to raise interest, perceived competence, and involvement in the computational ability of girls. Additionally, the project aims to increase a sense of computational community for girls that makes pursuing computational skills more relevant to their identities and lives, and that helps continued participation in computing. The project will deploy a one-week experience four times per year with a socioeconomically diverse range of campers. The project will also develop a 'program in a box' kit that can be broadly used by others wishing to deliver a similar experience for girls.
The planned research will determine if a one-week experience that uses social wearable construction in the context of live-action role play can use the mediating process of computational community formation to positively impact middle school girls' engagement with and interest in computation. Computational community is defined as girls engaging together in the process of learning computation, trading resources and knowledge, and supporting growth. Research participants will include 100 6th to 9th-grade girls. At least 75% of the participants will be either low income, first-generation college-bound, or underrepresented in higher education. Students will be recruited through the longstanding partnerships with title one schools in the Salinas Valley, the Educational Partnership Center, and in the Pajaro Valley Unified School district, where 82% of the students are Hispanic/Latinx, 42% are English Learners, and 73% are eligible for free or reduced lunch. The research questions are: 1) Does the proposed experience increase girls' self-reported competence, self-efficacy, and interest in computational skills and careers? and 2) Will the proposed experience lead to activity-based evidence of learning and integration of computational skills at the group social level? The project will use a mixed-methods, design-based research approach which is an iterative design process to rapidly collect and analyze data, and regularly discuss the implications for practice with the design team. Data will be collected using observations, interviews, focus groups, surveys, and staff logs. Quantitative data will be analyzed using frequencies, means, and measures of dispersion will be applied to survey data from both time points. Pearson correlation coefficients will be used to describe the bivariate relationship between continuous factors. ANOVAs will assess whether there are significant differences in continuous measures across groups. Qualitative data will be analyzed using a constant comparison method.
This Innovations in Development award 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.
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.
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 project aims to understand ways to empower Latinx families (adult caregivers) to feel confident in their ability to support their middle school-aged girls in science and engineering activities. The project involves seven weeks of family programming around rockets or urban farming, as well as separate conversation groups for adult family members and girls. The project is relevant for several reasons: females and Latinx individuals are both underrepresented in science, technology, engineering, and math (STEM) coursework and careers; girls tend to lose interest in STEM by middle school age; and adult family members may have an impact on their children's attitudes and interests. The project partners with school districts and nonprofit organizations in Arizona and California.
This multidisciplinary project's priority is broadening participation, with a focus on increasing Latina girls' science and engineering interests through Family Project-Based Learning Activities, Conversation Groups, and a cultivated Community of Learners. It is based on the frameworks of Social Cognitive Career Theory and Community Cultural Wealth. The project aims to empower families (adult caregivers) to feel confident in their ability to support their daughters in science and engineering activities, which is often low especially among Latinx parents. The project will develop and evaluate two out-of-school enrichment methods for aiding families in encouraging and supporting their daughters in science: Family Problem-Based Learning Activities, which focus on rockets and urban farming, and Conversation Groups, which provide information and discussion for separate groups of parents and girls. A series of pilot studies will be conducted with 80 families to iteratively evaluate and improve the materials and procedure prior to the main study with 180 families, featuring a factorial design with a control group.
The materials developed and research findings may inform similar projects, especially those for students from culturally and linguistically diverse backgrounds and projects seeking to enhance the role of families in learning. The hypothesis guiding the project is that the greatest gains will be produced with the synergistic combination of enrichment methods. Another component that can potentially have broad impact is working to create environments where Community Cultural Wealth is recognized and enhanced through interactions of different families, creating Communities of Learners. This can inform projects that recognize the importance of community and/or that seek to use culture as an asset. The proposed study will engage three geographically distributed universities and several community partners. It will also provide university students and community leaders opportunities for work on instructional design, implementation, and research. The team will disseminate their findings and methods through multiple avenues to reach researchers, parents, leaders, curators, and educators in informal and K-12 settings.
This Research in Service to Practice 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:
Katherine Short-MeyersonPeter RilleroPeter MeyersonMargarita Jimenez-SilvaChristopher Edwards
This front-end evaluation study is part of Designing Our Tomorrow: Mobilizing the Next Generation of Engineers, a five-year project (2018–2023) led by the Oregon Museum of Science and Industry (OMSI) with the support of the National Science Foundation (NSF, DRL-1811617) and project partners: Adelante Mujeres, the Biomimicry Institute, and the Fleet Science Center. The Designing Our Tomorrow (DOT) project seeks to promote and strengthen family engagement and engineering learning via compelling exhibit-based design challenges, presented through the lens of sustainable design exemplified by
Background. STEM identity has emerged as an important research topic and a predictor of how youth engage with STEM inside and outside of school. Although there is a growing body of literature in this area, less work has been done specific to engineering, especially in out-of-school learning contexts.
Methods. To address this need, we conducted a qualitative investigation of five adolescent youth participating in a four-month afterschool engineering program. The study focused on how participants negotiated engineering-related identities through ongoing interactions with activities, peers
Informal STEM field trip programming is a large, yet under-researched area of the education landscape. Informal STEM education providers are often serving a more privileged section of society, leading to a risk of perpetuating inequalities seen throughout the education landscape. In an attempt to address the lack of research, this thesis explores the relationship between educational equity and informal STEM field trips. The intention was to collect data using a critical ethnography approach to the methods of qualitative questionnaire and interviews of informal STEM educators. A change in
Science television shows are an important source of informal learning and enrichment for preschool-aged children. However, one limitation of television programming is that it is largely a one-way, non-interactive medium. Research suggests that children learn best through active engagement with content, and that parents can make TV watching more interactive by co-viewing and talking with their children. However, many parents and other adults may lack the time or experience and comfort with science language and content to provide critcial just-in-time support for their children. This study seeks to take advantage of recent advances in artificial intelligence that now allow children to enjoyably interact with automated conversational agents. The research team will explore whether such conversational agents, embedded as an on-screen character in a science video, can meaningfully interact with children about the science content of the show by simulating the benefits of co-viewing with an adult. If successful, the project could lay the foundation for a new genre of science shows, helping transform video watching into more interactive and engaging learning experiences. 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 project will develop interactive videos incorporating a conversational agent in three 11-minute episodes of a future children's animated television program. The videos will enable children to speak with the main character of the show as the character solves everyday science mysteries, thus priming children to engage in observation, prediction, pattern finding, and problem solving through scaffolded conversation. This study will be carried out in two iterative cycles with the goal of developing and testing the embedded conversational function for each episode. In each cycle, the project team, which includes experts in children's TV production, as well as educational and HCI researchers will develop the storyboard and conversation prompts and follow-ups, create animated videos based on the revised script, and create a mobile application of the interactive video integrated with the conversational agent. Field testing with 10 children will be conducted to iteratively improve the embedded conversational function. In the pilot testing stage, a controlled study will be conducted with 30 children in each group (N=120): 1) watching the episode with the embedded conversational function; 2) watching the episode with a human partner carrying out the dialogue in the script rather than the virtual character; 3) watching the episode with pseudo-interaction, in which the animated character asks questions but does not attempt to understand or personally respond to children's answers; and 4) watching the episode with no dialogue. Data collected from the experiments will be used to examine whether and in what ways use of a conversational agent affects children's engagement, attention, communication strategies, perceptions, and science learning, and whether these effects vary by children's age, gender, socioeconomic status, language background, and oral language proficiency in English. The project will provide a comprehensive evaluation of the feasibility and potential of incorporating conversational agents into screen media to foster young children's STEM learning and engagement.
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:
Mark WarschauerDaniel WhitesonSara DeWittAndres BustamanteAbby Jenkins
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.