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resource project Media and Technology
Changes in household-level actions in the U.S. have the potential to reduce rates of greenhouse gas (GHG) emissions and climate change by reducing consumption of food, energy and water (FEW). This project will identify potential interventions for reducing household FEW consumption, test options in participating households in two communities, and collect data to develop new environmental impact models. It will also identify household consumption behavior and cost-effective interventions to reduce FEW resource use. Research insights can be applied to increase the well-being of individuals at the household level, improve FEW resource security, reduce climate-related risks, and increase economic competitiveness of the U.S. The project will recruit, train, and graduate more than 20 students and early-career scientists from underrepresented groups. Students will be eligible to participate in exchanges to conduct interdisciplinary research with collaborators in the Netherlands, a highly industrialized nation that uses 20% less energy and water per person than the U.S.

This study uses an interdisciplinary approach to investigate methods for reducing household FEW consumption and associated direct and indirect environmental impacts, including GHG emissions and water resources depletion. The approach includes: 1) interactive role-playing activities and qualitative interviews with homeowners; 2) a survey of households to examine existing attitudes and behaviors related to FEW consumption, as well as possible approaches and barriers to reduce consumption; and 3) experimental research in residential households in two case-study communities, selected to be representative of U.S. suburban households and appropriate for comparative experiments. These studies will iteratively examine approaches for reducing household FEW consumption, test possible intervention strategies, and provide data for developing systems models to quantify impacts of household FEW resource flows and emissions. A FEW consumption-based life cycle assessment (LCA) model will be developed to provide accurate information for household decision making and design of intervention strategies. The LCA model will include the first known farm-to-fork representation of household food consumption impacts, spatially explicit inventories of food waste and water withdrawals, and a model of multi-level price responsiveness in the electricity sector. By translating FEW consumption impacts, results will identify "hot spots" and cost-effective household interventions for reducing ecological footprints. Applying a set of climate and technology scenarios in the LCA model will provide additional insights on potential benefits of technology adoption for informing policymaking. The environmental impact models, household consumption tracking tool, and role-playing software developed in this research will be general purpose and publicly available at the end of the project to inform future education, research and outreach activities.
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TEAM MEMBERS: David Watkins Buyung Agusdinata Chelsea Schelly Rachael Shwom Jenni-Louise Evans
resource project Public Programs
This INSPIRE project addresses the issue of high volume hydraulic fracturing, also called fracking, and its effects on ground water resources. Fracking allows drillers to extract natural gas from shale deep within the earth. Methane gas sometimes escapes from shale gas wells and can contaminate water resources or leak into the atmosphere where it contributes to greenhouse gas emissions. Monitoring for these potential leaks is difficult because methane is also released into aquifers naturally, and because monitoring is time- and resource-intensive. Such subsurface leakage may also be relatively rare. This project seeks to improve overall understanding of the impacts of natural gas drilling using both advances in computer science and geoscience, and to teach the public about such impacts. The project will elucidate both the effects of human activities such as shale gas development as well as natural processes which release methane into natural waters. Results of the proposed research will lead to a better understanding of water quality in areas of shale-gas development and will highlight problems and potentially problematic management practices. The research will advance both the fields of geoscience and computer science, will train interdisciplinary graduate students, and involve citizen scientists in collecting data and understanding environmental data analysis.

The project combines new hydro-geochemical strategies and data mining approaches to study the release of methane into streams and ground waters. For example, researchers will explore how to analyze the heterogeneous spatial data that describe distributions of methane concentrations in natural waters. The objectives of this project are to i) transform the ability to measure methane in streams; ii) train citizen scientists to work with project scientists to sample streams in an area of shale-gas development and publish large-volume datasets of methane in natural waters and aquifers; iii) innovate data mining and machine learning methods for environmental data to identify anomalous spots with potential leakage; iv) run field campaigns to measure methane concentrations and isotopic signatures of water samples in these spots; v) foster dialogue among nonscientists, consultants, university scientists, members of the gas industry, government agencies, and nonprofit organizations in and beyond the target region. Toward this end, the team will host workshops aimed to build dialogue among stakeholders and will release data analytic software for environmental measurements to benefit a broader research community.
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TEAM MEMBERS: Susan Brantley Zhenhui Li
resource project Media and Technology
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at the University of Colorado. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
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TEAM MEMBERS: Nichole Pinkard
resource project Media and Technology
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at DePaul University. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
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TEAM MEMBERS: Bill Penuel Tamara Sumner Nichole Pinkard
resource project Public Programs
This project will develop culturally responsive making and makerspaces with Indigenous communities in Arizona and Utah. The investigators will work in and with these communities to design maker activities utilizing technologies that complement existing cultural practices where the communities are located. This will be done by addressing the following research questions: 1) How does the design of a community makerspace located at a community college on tribal lands differ from the design of a mobile makerspace that travels between tribal communities? What are the affordances and constraints of each model?; 2) How do high-low tech making activities implemented in these two distinct makerspaces support culturally responsive making and STEM learning in American Indian communities?; and 3) How do these new makerspaces and activities impact youth, teacher, and community conceptions of and interest in STEM learning?

By leveraging heritage craft practices, Indigenous technologies, and a mixture of high-low tech tools and materials, this project will expand the range of available maker activities and broaden our definitions of making to encompass craft practices and Indigenous technologies, which are often excluded from the maker literature and makerspaces. Through the design and development of local and mobile makerspace models serving American Indian communities, knowledge of how to design makerspaces that meet community needs and foster STEM learning will be generated. In terms of broader impact, the project will diversify making activities and makerspaces in ways that allow broadened participation in making for underserved American Indian communities. A key project goal is to critically explore making as a democratizing practice that can broaden Indigenous communities' access to and participation in STEM learning. This project is a part of NSF's Maker Dear Colleague Letter (DCL) portfolio (NSF 15-086), a collaborative investment of Directorates for Computer & Information Science & Engineering (CISE), Education and Human Resources (EHR) and Engineering (ENG).
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TEAM MEMBERS: Bryan Brayboy Yasmin Kafai Kristin Searle Breanne Litts
resource project Public Programs
Community education with regard to science comes in many forms and is usually designed to address issues within that community. In this proposal, land use is the focus. This is a general topic and applicable in nearly all locations within communities and in the State. In this case, the topic is used to educate adults and high school students providing each with unique identities. Using satellite-enabled tools, the topology of an area can be mapped in detail and assessed for use thus enabling science education for both adults and high school students. The studies will involve intergenerational learning which is an area needing additional study. Also, the proposers are going to broaden the scope so that it impacts several different areas in the State of Connecticut. This is important because in doing so it will include the diversity of cultures within the State and the education results will reflect this diversity. As a part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds research and innovative resources for use in a variety of settings. This proposed effort aims to promote lifelong STEM learning through a focus on conservation, geospatial technology and community engagement. The goals are to: (1) develop particular STEM knowledge and skills, and foster STEM identity authoring/learning in two disparate groups of lifelong learners, and (2) gain a deeper understanding of the ways that this learning occurs through research and evaluation. The project will develop an educational program that focuses on conservation science and recent advances in web-enabled geospatial technologies (geographic information systems, remote sensing, and global positioning systems) that, for the first time, make these technologies accessible and attainable for the public. The focus will be on urban and rural areas with underrepresented populations of STEM learners. Two groups of lifelong learners will be targeted: adult volunteers involved with community land conservation issues, and high school-aged adolescents enabling the project to investigate the processes and impacts of intergenerational learning.
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TEAM MEMBERS: John Volin David Moss David Campbell Chester Arnold Cary Chadwick
resource project Public Programs
The overall goal of this project is to develop and evaluate a community model of informal genomic education that is culturally and educationally appropriate for low-literacy Latino adults born in Mexico and Central America (MCA). The community engagement strategy and materials created will be designed to lead to three learning outcomes: increased interest and engagement with genomics, change in science, technology, engineering, and mathematics (STEM) attitudes and self-identity, and increased understanding about gene function and the human genome. The model created in this project will have the potential to inform other educational efforts, nationally. Semi-structured in-depth interviews will be conducted in Spanish with 60 MCA Latinos to delineate beliefs and knowledge about genetic and genomic concepts and transmission of traits. Interview transcripts will be systematically analyzed to identify explanations about trait transmission, and familiarity with genetic and genomic concepts. Variation in responses across geographic and cultural regions will be noted. Knowledge from this analysis will be used to develop a meaningful community-based learning program about genomics. Lay community educators will facilitate informal learning with MCA adults about genetics and genomics, including gene-environment interactions. This project will use information about environmental exposures (e.g., residential pesticides) as a vehicle to pique participants' interest and illustrate genetic and genomic content. It will compare outcomes for 100 participants who receive practical strategies only to reduce negative and increase positive environmental exposures, respectively, to 100 participants who also receive genetic and genomic content. The strategy and materials will be disseminated through journal articles and presentations at meetings that focus on informal STEM education. The process and content will be rigorously evaluated throughout the project. 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.
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TEAM MEMBERS: Joanne Sandberg
resource project Public Programs
Rural communities across the Nation are, in general, underserved in terms of the various forms of STEM education. Clearly, they are under-represented in the realm of contemporary STEM subjects often because they are geographically isolated and cannot travel to cities where there are Science and Museum Centers for informal education opportunities. As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative resources for use in a variety of settings. This award will, in a collaborative effort within the community, bring STEM activities to selected communities in Arizona. Among the initial activities, there will be a STEM festival highlighting aspects of the community and its assets in an effort to gather support and begin to give perspective on identity for an extended effort of longevity. Further, these communities will be networked to facilitate discussion and to enhance effectiveness.

This project will develop STEM activities and STEM learning within a selected community by giving the community and its residents identity and opportunities for youth development and career choices. The selected communities in Arizona represent a diverse group that includes Native Americans and Latinos. In collaboration with community residents, a designed plan will be established that satisfies the needs and opportunities that can be derived from the extant community assets whether it is mining, tourism, or government facilities. Evaluation efforts are set to determine what the key features and methodologies are that facilitate STEM knowledge acquisition for each rural community. This project represents seminal and foundational work in the area of rural informal STEM education. Researchers will explore the following questions: 1) understanding how rural communities currently perceive, access, and engage in informal science learning, and the extent to which they identify themselves and/or their community in relation to science; and 2) the extent to which relevant, place-based networks can increase public awareness of local STEM assets, resources, and opportunities, and foster a science-related identity at both the personal and community level. These data will be compared to data on other rural community projects in the AISL portfolio. The partners in this effort include the Arizona Science Center, community leaders from four rural regions in Arizona, Arizona State University, and the Center of Science and Industry.
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TEAM MEMBERS: Jeremy Babendure Andy Fourlis James Middleton Jill Stein
resource project Public Programs
A frequently missing element in environmental education programs is a concerted effort by communities, organizations, government, and academic stakeholders to build meaningful partnerships and cultivate informal science learning opportunities via public participation in environmental research. This collaborative approach not only makes scientific information more readily available, it also engages community members in the processes of scientific inquiry, synthesis, data interpretation, and the translation of results into action. This project will build a co-created citizen science program coupled with a peer education model and an extensive communication of results to increase environmental STEM literacy. The project targets historically underrepresented populations that are likely to be disproportionately impacted by climate, water scarcity, and food security. Based upon past needs assessments in the targeted communities, gardens irrigated by harvested rainwater will become hubs for environmental STEM education and research. For this project, gardens irrigated by harvested rainwater will serve as hubs for environmental literacy education efforts. Researchers from the University of Arizona and Sonora Environmental Research Institute will work alongside community environmental health workers, who will then train families residing in environmentally compromised areas (urban and rural) on how to monitor their soil, plant, and harvested water quality. The project aims to: (1) co-produce environmental monitoring, exposure, and risk data in a form that will be directly relevant to the participants' lives, (2) increase the community's involvement in environmental decision-making, and (3) improve environmental STEM literacy and learning in underserved rural and urban communities. The project will investigate and gather extensive quantitative and quantitative data to understand how: (1) participation in a co-created citizen science project enhances a participant's overall environmental STEM literacy; (2) a peer-education model coupled with a co-created citizen science program affects participation of historically underrepresented groups in citizen science; and (3) the environmental monitoring approach influences the participant's environmental health learning outcomes and understanding of the scientific method. In parallel, this project will evaluate the role of local-based knowledge mediators and different mechanisms to communicate results. These findings will advance the fields of informal science education, environmental science, and risk communication. Concomitantly, the project will facilitate the co-generation of a robust dataset that will not only inform guidelines and recommendations for harvested rainwater use, it will build capacity in underserved communities and inform the safe and sustainable production of food sources. This research effort is especially critical for populations in arid and semiarid environments, which account for ~40% of the global land area and are inhabited by one-third of the world's population. This program will be available in English and Spanish and can truly democratize environmental STEM research and policy. This project is funded by the Advancing Informal STEM Learning program, which seeks to advance new approaches to, and evidence-based understandings of, the design and development of STEM learning in informal environments.
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TEAM MEMBERS: Monica Ramirez-Andreotta Aminata Kilungo Leif Abrell Jean McLain Robert Root
resource project Media and Technology
The achievement gap begins well before children enter kindergarten. Research has shown that children who start school having missed critical early learning opportunities are already at risk for academic failure. This project seeks to narrow this gap by finding new avenues for bringing early science experiences to preschool children (ages 3-5), particularly those living in communities with few resources. Bringing together media specialists, learning researchers, and two proven home visiting organizations to collaboratively develop and investigate a new model that engages families in science exploration through joint media engagement and home visiting programs. The project will leverage the popularity and success of the NSF-funded PEEP and the Big Wide World/El Mundo Divertido de PEEP to engage both parents and preschool children with science.

To address the key goal of engaging families in science exploration through joint media engagement and home visiting programs, the team will use a Design Based Implementation Research (DBIR) approach to address the research questions by iteratively studying the intervention model (the materials and implementation process) and assessing the impact of the intervention model on parents/caregivers. The intervention model will include the PEEP Family Engagement Toolkit that will support 20 weeks of family science investigations using new digital and hands-on science learning resources. It will also include new professional development resources for home educators as well as and the implementation process and strategies for developing and implementing the Toolkit with families.

The proposed research focuses first on refining and improving program design and implementation, and second, on investigating whether the intervention improves the capacity of parent/caregivers to support young children's learning in science. Ultimately this research will accomplish two important aims: it will inform the design of the PEEP family engagement intervention model, and, more broadly, it will build practical and theoretical understanding of: 1) effective family engagement models in science learning; 2) the types of supports that families and home educators need to implement these models; and 3) how to implement these models across different home visiting programs. Given the reach of the home visiting programs and the increasing interest in supporting early science learning the potential for broad impact is significant. 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.
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TEAM MEMBERS: Sonja Latimore Marisa Wolsky Megan Silander Borgna Brunner
resource project Media and Technology
As a part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds research and innovative resources for use in a variety of settings. In this project, the primary goal of Geo-literacy Education in Micronesia is to demonstrate the potential for effective intergenerational, informal learning and development of geo-literacy through an Informal STEM Learning Team (ISLT) model for Pacific island communities. This will be accomplished by means of a suite of six informal learning modules that blend local/Indigenous approaches, Western STEM knowledge systems, and active learning. This project will be implemented across 12 select communities in the Republic of Palau, the Federated States of Micronesia - which consists of the four States of Chuuk, Kosrae, Pohnpei, and Yap - and the Republic of the Marshall Islands. Jointly, these entities are referred to as the Freely Associated States (FAS). Geo-literacy refers to combining both local knowledge and Western STEM into a synthesized understanding of the world as a set of interconnected, dynamic physical, biological, and social systems, and using this integrated knowledge to make informed decisions. Applications include natural resource management, conservation, and disaster risk reduction. The project will: (1) demonstrate that the recruitment and development of an ISLT model is an effective method of engaging communities in geo-literacy activities; (2) increase geo-literacy knowledge and advocacy skills of ISLT participants; (3) produce and disseminate geo-literacy educational materials and resources (e.g., place-based teaching guides, geospatial data systems, educational apps, 2-D and 3-D models, and digital maps); and (4) provide evidence that FAS residents use these geo-literacy educational materials and resources to positively influence decision-making.
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TEAM MEMBERS: Corrin Barros Koh Ming Wei Danko Tabrosi Emerson Odango
resource project Media and Technology
People of color who live in low income, urban communities experience lower levels of educational attainment than whites and continue to be underrepresented in science at all educational and professional levels. It is widely accepted that this underrepresentation in science is related, not only to processes of historical exclusion and racism, but to how science is commonly taught and that investigating authentic, relevant science questions can improve engagement and learning of underrepresented students. Approaching science in these ways, however, requires new teaching practices, including ways of relating cross-culturally. In addition to inequity in science and broader educational outcomes, people of color from low income, urban communities experience high rates of certain health problems that can be directly or indirectly linked to mosquitoes. Recognizing that undertaking public health research and preventative outreach efforts in these communities is challenging, there is a critical need for an innovative approach that leverages local youth resources for epidemiological inquiry and education. Such an approach would motivate the pursuit of science among historically-excluded youth while, additionally, involving pre-service, in-service, and informal educators in joint participatory inquiry structured around opportunities to learn and practice authentic, ambitious science teaching and learning.

Our long-term goal is to interrupt the reproduction of educational and health disparities in a low-income, urban context and to support historically-excluded youth in their trajectories toward science. This will be accomplished through the overall objective of this project to promote authentic science, ambitious teaching, and an orientation to science pursuits among elementary students participating in a university-school-community partnership promise program, through inquiry focused on mosquitoes and human health. The following specific aims will be pursued in support of the objective:

1. Historically-excluded youth will develop authentic science knowledge, skills, and dispositions, as well as curiosity, interest, and positive identification with science, and motivation for continued science study by participating in a scientific community and engaging in the activities and discourses of the discipline. Teams of students and educators will engage in community-based participatory research aimed at assessing and responding to health and well-being issues that are linked to mosquitoes in urban, low-income communities. In addition, the study of mosquitoes will engage student curiosity and interest, enhance their positive identification with science, and motivate their continued study.

2. Informal and formal science educators will demonstrate competence in authentic and ambitious science teaching and model an affirming orientation toward cultural diversity in science. Pre-service, in-service, and informal educators will participate in courses and summer institutes where they will be exposed to ambitious teaching practices and gain proficiency, through reflective processes such as video study, in adapting traditional science curricula to authentic science goals that meet the needs of historically excluded youth.

3. Residents in the community will display more accurate understandings and transformed practices with respect to mosquitoes in the urban ecosystem in service of enhanced health and well-being. Residents will learn from an array of youth-produced, culturally responsive educational materials that will be part of an ongoing outreach and prevention campaign to raise community awareness of the interplay between humans and mosquitoes.

These outcomes are expected to have an important positive impact because they have potential for improving both immediate and long-term educational and health outcomes of youth and other residents in a low-income, urban community.
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TEAM MEMBERS: Katherine Richardson Bruna Lyric Colleen Bartholomay