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resource project Media and Technology
Women continue to be underrepresented in computer science professions. In 2015, while 57% of professional occupations in the U.S. were held by women, only 25% of computing occupations were held by women. Furthermore, the share of computer science degrees going to women is smaller than any STEM field, even though technology careers are the most promising in terms of salaries and future growth. Research suggests that issues contributing to this lack of computer science participation begin early and involve complex social and environmental factors, including girls' perception that they do not belong in computer science classes or careers. Computer science instruction often alienates girls with irrelevant curriculum; non-collaborative pedagogies; a lack of opportunities to take risks or make mistakes; and a heavy reliance on lecture instead of hands-on, project-based learning. Computer science experiences that employ research-based gender equitable best practices, particularly role modeling, can help diminish the gender gap in participation. In response to this challenge, Twin Cities PBS (TPT), the National Girls Collaborative (NGC) and Code.org will lead Code: SciGirls! Media for Engaging Girls in Computing Pathways, a three-year project designed to engage 8-13 year-old girls in coding through transmedia programming which inspires and prepares them for future computer science studies and career paths. The project includes five new PBS SciGirls episodes featuring girls and female coding professionals using coding to solve real problems; a new interactive PBSKids.org game that allows children to develop coding skills; nationwide outreach programming, including professional development for informal educators and female coding professionals to facilitate activities for girls and families in diverse STEM learning environments; a research study that will advance understanding of how the transmedia components build girls' motivation to pursue additional coding experiences; and a third-party summative evaluation.

Code: SciGirls! will foster greater awareness of and engagement in computer science studies and career paths for girls. The PBS SciGirls episodes will feature girls and female computer science professionals using coding to solve real-world challenges. The project's transmedia component will leverage the television content into the online space in which much of 21st century learning takes place. The new interactive PBSKids.org game will use a narrative framework to help children develop coding skills. Drawing on narrative transportation theory and character identification theory, TPT will commission two exploratory knowledge-building studies to investigate: To what extent and how do the narrative formats of the Code: SciGirls! online media affect girls' interest, beliefs, and behavioral intent towards coding and code-related careers? The studies aim to advance understanding of how media builds girls' motivation to pursue computer science experiences, a skill set critical to building tomorrow's workforce. The project team will also raise educators' awareness about the importance of gender equitable computer science instruction, and empower them with best practices to welcome, prepare and retain girls in coding. The Code: SciGirls! Activity Guide will provide educators with a relevant resource for engaging aspiring computer scientists. The new media and guide will also reside on PBSLearningMedia.org, reaching 1.2 million teachers, and will be shared with thousands of educators across the SciGirls CONNECT and National Girls Collaborative networks. The new episodes are anticipated to reach 92% of U.S. TV households via PBS, and the game at PBSKids.org will introduce millions of children to coding. The summative evaluation will examine the reach and impact of the episodes, game and new activities. PIs will share research findings and project resources at national conferences and will submit to relevant publications. 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: Rita Karl Karen Peterson Rebecca Osborne Barbara Flagg
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches and resources for use in a variety of settings.The project plans to develop evidence-based principles to guide citizen science project owners in the coordinated management of project participants within the SciStarter landscape. SciStarter is a repository of over 1,500 citizen science (CS) projects. Through prior research, SciStarter 2.0 tools were developed which can be used to study and coordinate recruitment and retention strategies across projects. Coordinated management has the potential to deepen volunteer learning and growth and benefit project goals because it can address across-project skew (CS volunteers involved in multiple projects), evolving motivations, seasonal gaps, untapped synergies across projects, and other unanticipated factors that cannot be addressed via management within project silos. The project will increase the capacity of citizen science projects to achieve their myriad scientific, learning and conservation goals through enhanced coordination of volunteer management, facilitated by evidence-based guidance from the SciStarter's User's Manual for Project Owners. The findings of the research will guide project design and implementation towards synergies that increase the capacity of projects to generate scientific, learning, and conservation outcomes. Research about citizen scientists has focused on within-project assessments and comparisons of projects, but few have examined dynamics of recruitment, retention, and movement of individuals across projects. SciStarter is designed for embedded tracking of participation dynamics in a landscape of projects. The project will expand embedded assessment to measure scientific, learning, and conservation outcomes and their links to participation dynamics within and across projects. Through social network analysis, the project will describe patterns of bridges, ties, and distances among projects based on the cross-over of participants. The project will also propose qualitative research to understand project managers' perceptions of SciStarter and the costs and benefits of coordinated management of citizen scientists. The research is designed to provide insights into participation dynamics that will lead to subsequent knowledge building across citizen science projects, and determine whether new evidence about advantages and disadvantages of coordinated management will persuade project owners to rely less on the silo approach to volunteer management.
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TEAM MEMBERS: Caren Cooper Lincoln Larson
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. This Broad Implementation project would scale up the CryptoClub Project, an afterschool and online program designed to engage middle school youth in mathematics and cryptography. The project builds on previous successful work and evaluation that is ready for scale up using a train-the-trainer model implemented through a partnership with the National Girls Collaborative. The project will train 160 new CryptoClub leaders who will then train 800 new leaders at 20 hub sites reaching 9600 students. In addition, professional development modules and webinars will continue to refresh leader skills. Other project components include an online multiplayer cryptography game, weekly challenges through social media, and digital cryptology badges for students.

The research uses a think-aloud method with students as they actually attempt to solve the cryptology problems using mathematical thinking. Three think-aloud studies will be performed during the Project. The research team will code transcripts of the interviews for evidence of the mathematical thinking intended to be addressed by each activity, as well as capturing unexpected kinds of thinking. Tasks will also be rated according to the type of knowledge elicited. A written report will include statistical analyses of the think-aloud and interview responses, interpreted in light of the overall CryptoClub goals. The findings will contribute to both future research efforts and practice. The evaluation by EDC uses a quasi-experimental design, which assesses project outcomes for trainers, leaders, students, and Internet users. EDC will also investigate the fidelity to the CryptoClub model as it is scaled up. These studies have strong potential for informing numerous other projects that are at a stage where scale up is under consideration.
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TEAM MEMBERS: Janet Beissinger
resource project Professional Development, Conferences, and Networks
As higher education institutions (HEIs) work to enhance Broader Impacts (BI) efforts, collaborations with informal science education institutions (ISEs) (e.g. science centers, aquaria, zoos) can help them strengthen their impact and reach broader audiences. This project builds on the successful Portal to the Public (PoP) framework, bringing together the expertise and resources of HEIs and ISEs around the shared mission of engaging public audiences in current STEM research. The project is designed to address several critical needs: (1) Public outreach BI activities are relatively uncommon compared to BI that is focused within the infrastructure of academia; (2) Because collaborations with ISEs are frequently tied to individual Principal Investigators (PIs), there is limited opportunity to build a body of knowledge around the practice of partnering for BI work; and (3) Collaborations are often transient, making it more difficult for universities to view BI on an institutional level in ways that leverage particular institutional assets or strategies and even link investigators from multiple projects. The specific areas of study are: a. Develop and test a structure for education/outreach BI experience design that addresses a public audience need and meets NSF's BI criterion: The project will create disseminatable tools around the activity design process (including evaluation of learning impacts). By convening cross-disciplinary teams, the project will ensure that experiences will reflect a wide range of expertise and will help meet the needs of multiple stakeholders. These established structures will lower the barrier to entry for PIs who want to do public outreach BI. b. Design, test, and study structures for long-term, mutually beneficial HEI-ISE partnerships: The project will build on the proven PoP model to create flexible, disseminatable tools around the development of institutional partnerships at three collaborating HEI-ISE site pairings that consider each institution's resources, constraints and strategic goals, including a cross-institutional and cross-disciplinary Broader Impacts Design (BID) Team structure. Sustained partnerships will support ongoing public engagement with current STEM research. c. Anchor the partnership at the HEI with a representative from an office of research support: Research support professionals will be a core part of the BID Team and will help support institutional strategies for aligning BI activities with broader goals around community engagement. d. Study the culture of HEI-ISE partnerships, building knowledge about how these institutions can form effective, sustained and mutually beneficial collaborations. Project partners include Pacific Science Center with the University of Washington, Bothell, WA; University of Wisconsin-Madison with the Wisconsin Institute for Discovery; and the Sciencenter with Cornell University, Ithaca, NY. In addition, the Center for Research in Lifelong Learning, Oregon State University will oversee the research aspects of the project. The project's primary benefit is the development of more effective mechanisms for HEIs and ISEs to collaborate, that will better enable them to engage their communities in experiences and conversations about current STEM research and innovation. This project is being 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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resource project Public Programs
Recharge the Rain moves sixth through twelfth grade teachers, students and the public through a continuum from awareness, to knowledge gain, to conceptual understanding, to action; building community resiliency to hazards associated with increased temperatures, drought and flooding in Arizona. Watershed Management Group with Arizona Project WET will utilize NOAA assets and experts from the National Weather Service and Climate Assessment for the Southwest (CLIMAS) to inform citizens and galvanize their commitment to building a community, resilient to the effects of a warming climate. Project activities will be informed by Pima County’s hazard mitigation plan and planning tools related to preparing for and responding to flooding and extreme heat. Starting January 2017, this four-year project will 1) develop curriculum with Tucson-area teachers that incorporates systems-thinking and increases understanding of earth systems, weather and climate, and the engineering design of rainwater harvesting systems 2) immerse students in a curricular unit that results in the implementation of 8 teacher/student-led schoolyard water harvesting projects, 3) train community docents in water harvesting practices and citizen-science data collection, 4) involve Tucson community members in water harvesting principles through project implementation workshops, special events, and tours, and 5) expand program to incorporate curriculum use in Phoenix-area teachers’ classrooms and 6) finalize a replicable model for other communities facing similar threats. Environmental and community resiliency depends upon an informed society to make the best social, economic, and environmental decisions. This idea is not only at the core of NOAA’s mission, but is echoed in the programs provided by Watershed Management Group and Arizona Project WET.
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TEAM MEMBERS: Catlow Shipek
resource project Public Programs
The project will conduct a nation wide study to address three broad questions:

(1) How does the public view zoos and aquariums and how do these institutions affect STEM (Science Technology Engineering Mathematics) learning outside their walls?

(2) How do visitors experience zoos at different stages in their lives and how do zoo visits affect their knowledge and perspectives concerning environmental issues and conservation?

(3) What are the entry characteristics of visitors and how do those characteristics play out in behaviors during a visit?

The project is designed to advance understanding of how informal STEM learning emerges through the intersection of institutional pedagogy and learning goals and the characteristics of individuals and their social and cultural backgrounds. As the first institutional study that advances a field-wide research agenda, the project will map how to implement a national collaborative effort that can help refine program delivery and cooperation between zoos, aquariums and other STEM learning institutions.

The study will describe zoo and aquarium visitors based on a broad understanding of demographics, group, and individual perspectives to expand understanding of how these factors influence visitor learning and how they view the relevance of educational messages presented by zoos and aquariums. The project will result in reports, workshops and a handbook presenting findings of practical value for educators, a research platform and research tools, online discussion forums, and directions for future research. The project, led by New Knowledge Organization (NKO), will be carried out through the collaboration of NKO with other informal research organizations and the Association of Zoos and Aquariums (AZA) with its 230 informal science learning institutional members. This project is supported by the Advancing Informal STEM Learning (AISL) program funds research and innovative resources for use in a variety of settings, as a part of its overall strategy to enhance learning in informal environments.
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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. This Broad Implementation project would scale up the CryptoClub Project, an afterschool and online program designed to engage middle school youth in mathematics and cryptography. The project builds on previous successful work and evaluation that is ready for scale up using a train-the-trainer model implemented through a partnership with the National Girls Collaborative. The project will train 160 new CryptoClub leaders who will then train 800 new leaders at 20 hub sites reaching 9600 students. In addition, professional development modules and webinars will continue to refresh leader skills. Other project components include an online multiplayer cryptography game, weekly challenges through social media, and digital cryptology badges for students.

The research uses a think-aloud method with students as they actually attempt to solve the cryptology problems using mathematical thinking. Three think-aloud studies will be performed during the Project. The research team will code transcripts of the interviews for evidence of the mathematical thinking intended to be addressed by each activity, as well as capturing unexpected kinds of thinking. Tasks will also be rated according to the type of knowledge elicited. A written report will include statistical analyses of the think-aloud and interview responses, interpreted in light of the overall CryptoClub goals. The findings will contribute to both future research efforts and practice. The evaluation by EDC uses a quasi-experimental design, which assesses project outcomes for trainers, leaders, students, and Internet users. EDC will also investigate the fidelity to the CryptoClub model as it is scaled up. These studies have strong potential for informing numerous other projects that are at a stage where scale up is under consideration.
DATE: -
TEAM MEMBERS: Janet Beissinger Bonnie Saunders
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program supports new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This project will meet this goal through rigorous research and the broad implementation of an environmental science literacy professional development and learning program for informal educators and youth engaged in outdoor science programs (OSP). With growing support from the literature and the Next Generation Science Standards (NGSS), much attention has been placed on creating and leveraging interdisciplinary science learning opportunities beyond science classrooms. As such, an estimated 300 residential OSPs currently exist in the United States. Unfortunately, the informal educators often charged with facilitating these deep and impactful science learning experiences often lack robust formal training in evidenced-based, age-appropriate environmental science content knowledge and pedagogy specific for the youth in their programs. This issue is often more pronounced in under-resourced and under-served programs and communities. This project will directly address these pervasive challenges in the field by not only providing much needed science focused professional development and resources to informal educators but also by specifically targeting and training informal leaders and educators serving youth in predominately rural areas, low-income communities, and underrepresented communities.

Approximately 200 OSP leaders at 100 OSPs around the country will participate in a week-long, intensive training in the professional development model at one of five regional residential leadership institutes. OSP leaders will then redeliver the training to the approximately 1,500 OSP educators/field instructors in their home institutions. The OSP educators/field instructors will then use what they learn through the professional development to facilitate the environmental science learning program (i.e., curriculum, field experiences, resources, pedagogy) to over 1 million youth (grades 3-8) enrolled in their residential outdoor science programs. In addition, a rigorous implementation study, efficacy study and evaluation will be conducted. The implementation study will investigate: (a) Which of the professional learning model practices were implemented and (b) What successes and challenges the programs faced implementing the model. The mixed methods efficacy study will explore: (a) if outdoor science programs contribute to the development of science learning activation and environmental literacy? and (b) what are the features of these experiences that are correlated with increases in science learning activation and environmental literacy. Approximately 25-35 youth will be randomly selected from each of 50 randomly selected sites to participate in the efficacy study. The data and findings from the research and evaluation produced by this project will contribute to a relatively sparse knowledge and research base specific to youth efficacy and implementation processes and practices across nearly 1/3 of the estimated 300 existing residential outdoor science programs in the United States.
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TEAM MEMBERS: Craig Strang Rena Dorph
resource project Public Programs
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 proposed effort embraces broad participation by the three Ute tribes, History Colorado, and scientists in the field of archaeology to investigate and integrate traditional ecological knowledge and contemporary Western science. The project will preserve knowledge from the Ute peoples of Colorado and Utah, including traditional technology, ethnobotany, engineering and math. Results from this project will inform educational efforts in similar communities.

This project will build on the long-standing collaborations between History Colorado (HC), the Southern Ute Indian Tribe, Ute Mountain Ute Tribe and Ute Indian Tribe, Uintah & Ouray Reservation, and the Dominguez Archaeological Research Group DARG). HC will implement and evaluate a regional informal learning collaboration focused on Ute traditional and contemporary STEM knowledge serving over 128,000 learners through tribal programs, local history museums and educational networks. This project will advance the understanding of integrated knowledge and the role of Ute people as STEM learners and practitioners. This Informal Science Learning project will increase lifelong STEM learning in rural communities and create a replicable model for collaboration among tribes, history museums, and scientists.
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TEAM MEMBERS: Liz Cook Sheila Goff Shannon Voirol JJ Rutherford
resource project Media and Technology
This project had three objectives to build knowledge with respect to advancing Informal STEM Education:


Plan, prototype, fabricate, and document a game-linked design-and-play STEM exhibit for multi-generational adult-child interaction utilizing an iterative exhibit design approach based on research and best practices in the field;
Develop and disseminate resources and models for collaborative play-based exhibits to the informal STEM learning community of practice of small and mid-size museums including an interactive, tangible tabletop design-and-play game and a related tablet-based game app for skateboarding science and technology design practice;
Conduct research on linkages between adult-child interactions and game-connected play with models in informal STEM learning environments.


Linked to these objectives were three project goals:


Develop tools to enable children ages 5-8 to collaboratively refine and test their own theories about motion by exploring fundamental science concepts in linked game and physical-object design challenge which integrates science (Newton’s Laws of Motion) with engineering (iterative design and testing), technology (computational models), and mathematics (predictions and comparisons of speed, distance, and height). [Linked to Objectives 1 & 3]
Advance the informal STEM education field’s understanding of design frameworks that integrate game environments and physical exhibit elements using tangibles and playful computational modeling and build upon the “Dimensions of Success” established STEM evaluation models. [Linked to Objectives 1 & 2]
Examine methods to strengthen collaborative learning within diverse families through opportunities to engage in STEM problem-based inquiry and examine how advance training for parents influences the extent of STEM content in conversations and the quality of interactions between caregivers and children in the museum setting. [Linked to Objectives 1 & 3]


The exhibit designed and created as a result of this grant project integrates skateboarding and STEM in an engaging context for youth ages 5 to 8 to learn about Newton’s Laws of Motion and connect traditionally underserved youth from rural and minority areas through comprehensive outreach. The exhibit design process drew upon research in the learning sciences and game design, science inquiry and exhibit design, and child development scholarship on engagement and interaction in adult-child dyads.

Overall, the project "Understanding Physics through Collaborative Design and Play: Integrating Skateboarding with STEM in a Digital and Physical Game-Based Children’s Museum Exhibit" accomplished three primary goals. First, we planned, prototyped, fabricated, and evaluated a game-linked design-and-play STEM gallery presented as a skatepark with related exhibits for adult-child interaction in a Children's Museum.

Second, we engaged in a range of community outreach and engagement activities for children traditionally underserved in Museums. We developed and disseminated resources for children to learn about the physics of the skatepark exhibit without visiting the Museum physically. For example, balance board activities were made portable, the skatepark video game was produced in app and web access formats, and ramps were created from block sets brought to off-site locations.

Third, we conducted a range of research to better understand adult-child interactions in the skatepark exhibit in the Children's Museum and to explore learning of physics concepts during physical and digital play. Our research findings collectively provide a new model for Children's Museum exhibit developers and the informal STEM education community to intentionally design, evaluate, and revise exhibit set-up, materials, and outcomes using a tool called "Dimensions of Success (DOS) for Children's Museum Exhibits." Research also produced a tool for monitoring the movement of children and families in Museum exhibit space, including time on task with exhibits, group constellation, transition time, and time in gallery. Several studies about adult-child interactions during digital STEM and traditional pretend play in the Museum produced findings about social positioning, interaction style, role, and affect during play.
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TEAM MEMBERS: Deb Dunkhase Kristen Missall Benjamin DeVane
resource project Professional Development, Conferences, and Networks
The Center for Advancement of Informal Science Education (CAISE) is a National Science Foundation (NSF) funded resource center, working in cooperation with the NSF Advancing Informal STEM Learning (AISL) program to build and advance the informal STEM education field. CAISE continues the work it began in 2007--serving professional audiences in informal STEM learning, which includes those working in science centers and museums, zoos and aquariums, parks, botanical gardens and nature centers, events and festivals, libraries, making and tinkering spaces, media (TV, radio, film, social), cyberlearning and gaming, and youth, community, and out-of-school time programs.

What We Do:

CAISE seeks to characterize, highlight, and connect quality, evidence-based informal STEM learning work supported by a diversity of federal, local, and private funders by providing access to over 8,000 (and growing) resources that include project descriptions, research literature, evaluation reports and other documentation on the InformalScience.org website. In addition, CAISE convenes inquiry groups, workshops and principal investigator meetings designed to facilitate discussion and identify the needs and opportunities for informal STEM learning.

In this award, CAISE is also tasked with advancing and better integrating the professional fields of informal STEM learning and science communication by (1) broadening participation in these fields, (2) deepening links between research and practice, and (3) building capacity in evaluation and measurement. These activities are being undertaken by cross-sector task forces of established and emerging who will be responsible for conducting field-level analyses, engaging stakeholders, and creating roadmaps for future efforts. CAISE is also building on existing communication channels for dissemination to the larger field, and through the InformalScience.org website. An External Review Board and Inverness Research are providing oversight of CAISE's program activities and evaluation of the center.

Who We Are:

CAISE operates as a network of core staff housed at the Association of Science-Technology Centers (ASTC) in Washington, D.C. and co-principal investigators and other collaborators at academic institutions and informal STEM education (ISE) organizations across the U.S. Other key collaborators are the American Association for the Advancement of Science's Center for Public Engagement with Science, the National Informal STEM Education Network, and Arizona State University.
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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