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resource evaluation Public Programs
The independent evaluators at Knight Williams Inc. developed a front-end survey to gather background and baseline information about the 16 partner organizations selected to conduct outreach programs as part of SciGirls CONNECT2. The goal was for two people from each partner organization to complete the online survey about their background and prior use of the SciGirls Seven and related strategies. A total of 30 partner representatives completed the survey by the requested deadline, resulting in a response rate of 94%. The majority identified as program leaders, with smaller groups saying they
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resource research Public Programs
Twenty-first century skills are vital for preparing youth for careers in science, technology, engineering, and math (STEM) fields. STEM out-of-school time (OST) programs play an important role in helping youth develop these skills, particularly the teamwork skills necessary for the growing collaborative nature of STEM jobs. However, there is a lack of appropriate measures to evaluate this key programmatic outcome in STEM OST settings. This dissertation research addresses the lack of measures through the development of an instrument to assess team communication skills in middle and high school
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TEAM MEMBERS: Amy Grack Nelson
resource evaluation Afterschool Programs
Integrating Science Into Afterschool: A Three-Dimensional Approach To Engaging Underserved Populations In Science, or STEM 3D, was a five year project led by The Franklin Institute. The project was created with three major goals: to (1) increase youth engagement in hands-on, inquiry based, science projects; (2) cultivate intergenerational/parental support for science learning; and (3) evaluate the effectiveness of this 3-D (afterschool, home, and community) approach in engaging children, families, afterschool facilitators, and community-based organizations in science learning and the promotion
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TEAM MEMBERS: Sukey Blanc Dale McCreedy Tara Cox
resource project Websites, Mobile Apps, and Online Media
The ACCEYSS (Association of Collaborative Communities Equipping Youth for STEM Success) Network and Model project, an NSF INCLUDES Design and Development Launch Pilot, at Texas State University is forming a university-community partnership between interdisciplinary researchers (ACCEYSS research team), faith leaders and other community partners to implement an innovative model that prepares underrepresented and underserved youth to pursue undergraduate science, technology, engineering, and mathematics (STEM) degrees. The inaugural ACCEYSS network will include Texas State University, San Marcos Consolidated Independent School District, San Marcos Youth Service Bureau, City of San Marcos-Office of the City Manager, Hays County Youth Initiative, the Calaboose African American History Museum, and several local faith-based organizations. Many historic advancements have been made through the efforts and activities of faith and community leaders uniquely poised to motivate and galvanize community-based action. A collaboration among these academic institutions, social/cultural organizations, and faith partners to work with the families and youth of underrepresented/underserved populations will be an essential asset for generating new perspectives and ideas for improving STEM academic and career outcomes related to broadening participation in the scientific enterprise.

During this launch pilot, the ACCEYSS research team and network will collaborate to design and develop the ACCEYSS model as a culturally-relevant, blended-learning strategy that integrates online and in-person STEM enrichment activities (e.g., summer institute, afterschool clubs) that are aligned with the Science and Engineering Practices and Disciplinary Core Ideas Dimensions of the K-12 Next Generation Science Education Standards. The collective impact framework will be used to build diverse capacity, leverage asset-based community development, and sustain mutually reinforcing non-exclusive policies and practices for STEM diversity and inclusion. Additionally, in this launch pilot, a multifaceted design-based research approach will be utilized to support middle and high school students' interest in and pursuit of STEM studies.
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TEAM MEMBERS: Shetay Ashford Kristy Daniel (Halverson) Dana Garcia
resource project Summer and Extended Camps
The University of Texas at Austin's Texas Advanced Computing Center, Chaminade University of Honolulu (CUH), and the Georgia Institute of Technology will lead this NSF INCLUDES Design and Development Launch Pilot (DDLP) to establish a model for data science preparation of Native Hawaiian and Pacific Islander (NHPI) students at the high school and undergraduate levels. The project is premised on the promise of NHPI communities gaining access to, and the ability to work with, large data sets to tackle emerging problems in the Pacific. Such agency over "big data" sets that are relevant to Pacific issues, and contemporary skills in data science, analytics and visualization have the potential to be transformative for community improvement efforts. The effort has the potential to advance knowledge, instructional pedagogy and practices to improve NHPI high school and undergraduate students performance in and attraction to STEM education and careers.

The project team will work to: 1) Increase interest and proficiency in data science and visualization among NHPI high school and undergraduate students through a summer immersion experience that bridges computation and culture; 2) Build data science capacity at an NHPI serving undergraduate institution (CUH) through creation of a certificate program; and 3) Develop and expand partnerships with other organizations with related goals working with NHPI populations. The month-long summer training for 20 NHPI college students, and five NHPI high school students, takes place at CUH and focuses on data science, visualization, and virtual reality, including working on problem sets that require data science approaches and incorporate geographically, socially- and culturally-relevant research themes.
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TEAM MEMBERS: Kelly Gaither Rosalia Gomez
resource project Summer and Extended Camps
This NSF INCLUDES Design and Development Launch Pilot is to expand the Navajo Nation Math Circle model to other sites, and to develop and launch a network of math circles based on the NNMC model. The Navajo Nation Math Circle model is a novel approach to broadening the participation of indigenous peoples in mathematics that, ultimately, seeks to improve American Indian students' attitudes towards mathematics, persistence with challenging problems, and grades in math courses. Navajo Nation Math Circles bring teachers, students, and mathematicians together to work collaboratively on challenging, but meaningful and fun, math problems. Through this NSF INCLUDES project, additional math circles across the Navajo Nation will be launched and a mirror site in Washington State serving additional tribes (such as Puyallup, Muckleshoot, Tulalip, and Stillaguamish) will be established.

Originating approximately a century ago in Eastern Europe as a means to engage students in mathematical thinking, math circles bring teachers, students, and math professionals together to work collaboratively on challenging, but relevant and interesting, math problems. Navajo Nation Math Circles, established math circles in various Navajo Nation communities, are the foundation of this INCLUDES project. One goal of this effort is to launch a network with the capacity to support the replication and adaption of math circles in multiple sites as an innovative strategy for encouraging indigenous math engagement through culturally enriched open-ended group math explorations. In addition, the Navajo Nation Math Circle model will be expanded to new math circles in the Navajo Nation, as well as in Washington State to serve additional tribes. Cells in the network will implement key elements of the Navajo Nation Math Circle model, adapting them to their particular contexts. Such elements include facilitation of open-ended group math explorations, incorporating indigenous knowledge systems; a Mathematical Visitor Program sending mathematicians to schools to work with students and their teachers; inclusion of mathematics in public festivals to increase community mathematical awareness; a two-week summer math camp for students; and teacher development opportunities ranging from workshops to immersion experiences to a mentoring program pairing teachers with mathematicians.
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TEAM MEMBERS: David Auckly Henry Fowler Jayadev Athreya
resource project Public Programs
The University of Guam (UOG) NSF INCLUDES Launch Pilot project, GROWING STEM, addresses the grand challenge of increasing Native Pacific Islander representation in the nation's STEM enterprise, particularly in environmental sciences. The project addresses culturally-relevant and place-based research as the framework to attract, engage, and retain Native Pacific Islander students in STEM disciplines. The full science, technology, engineering and mathematics (STEM) pathway will be addressed from K-12 to graduate studies with partnerships that include the Guam Department of Education, Humatak Community Foundation, Pacific Post-Secondary Education Council, the Guam Science and Discovery Society, the Society for the Advancement of Chicanos/Hispanics and Native Americans in Science (SACNAS) and the University of Alaska-Fairbaanks. As the project progresses, the project anticipates further partnerships with the current NSF INCLUDES Launch Pilot project at the University of the Virgin Islands.

Pilot activities include summer internships for high school students, undergraduate and graduate research opportunities through UOG's Plant Nursery and the Humatak Community Foundation Heritage House. STEM professional development activities will be offered through conference participation and student research presentations in venues such as the Guam Science and Discovery Society's Guam Island-wide Science Fair and SACNAS. Faculty will be recruited to develop a mentoring protocol for the project participants. Community outreach and extension services will expand public understanding in environmental sciences from the GROW STEM project. Project metrics will include monitoring the diversity of partners, increases in community engagement, Native Pacific Islander participation in STEM activities, the number of students who desire to attain terminal STEM degrees and the number of community members reached by pilot STEM extension and outreach activities. Dissemination of the GROWING STEM pilot project results will occur through the NSF INCLUDES National Network, partner annual conferences, and local, regional and national STEM conferences.
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TEAM MEMBERS: John Peterson Cheryl Sangueza Else Demeulenaere Austin Shelton
resource evaluation Summer and Extended Camps
As part of a grant from the National Science Foundation, the National Federation of the Blind (NFB) developed, implemented, and evaluated the National Center for Blind Youth in Science (NCBYS), a three-year full-scale development project to increase informal learning opportunities for blind youth in STEM. Through this grant, the NCBYS extended opportunities for informal science learning for the direct benefit of blind students by conducting six NFB STEM2U regional programs included programs for blind youth, their parents/caregivers, blind teen mentors (apprentices), and museum educators.
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resource project Summer and Extended Camps
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 will conduct research designed to deepen our fundamental knowledge about culture, experience, and ecosystems cognition and to develop innovative practices and approaches to support learning about changing ecological systems and environmental decision making. Work on cultural differences in the production of complex systems knowledge is severely lacking. This gap in knowledge may contribute to the continued reproduction of inequities in science education. More broadly findings from this project will have clear implications for theories of cognitive development, especially those pertaining to how knowledge is shaped by culture and experience. Focusing on ecosystems may represent an opportunity to not only increase engagement and achievement in science among non-dominant communities and Native youth specifically, but also advance effective learning for all communities. The primary deliverables for the project are conference presentations and research publications. However, the project will also develop additional resources freely available to researchers, educators, and the general public. These will include summer curricular materials and teaching tools, professional development workshops, practitioner briefs about research findings that can be used in professional development workshops and shared share more broadly, and evaluation reports.

A deeper understanding of cultural influences on conceptions of the natural world can serve to advance the educational needs of children, including children from diverse linguistic and cultural backgrounds. Project research will include two interrelated series of studies designed to expand knowledge about human cognition of complex ecosystems and the affordances of informal STEM learning environments in developing and supporting the critical 21st century skill of ecological systems level reasoning. The first consists of a series of experiments focused on ecological cognition and the role of humans in nature. The second consists of design-based research interventions in informal settings, summer workshops for youth and the communities, focused on ecological systems level thinking and socio-environmental decision making. The project will recruit and engage both child and adult participants from two broad cultural communities, Native Americans and European Americans living in urban and suburban communities, in part because it affords a sharp test of human-nature relations. Sampling from two different urban communities will avoid simple Native-non-Native comparative binaries and to conduct Native-to-Native comparative analysis. Based on results from this, the project will result in: 1) foundational knowledge about human learning and reasoning and ecosystems and environmental decision making, 2) culturally responsive models of learning and practice about complex ecosystems for indoors and outdoors informal learning environments, and 3) insights about research-practice-community partnerships. One important objective of the research is to broaden participation and close opportunity gaps for under-represented groups in STEM fields broadly and more specifically for Indigenous people. Members of Indigenous communities, who provide strong role models for other aspiring scholars, will be involved as postdoctoral fellows, research assistants and graduate fellows.
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TEAM MEMBERS: Megan Bang Douglas Medin
resource project Public Programs
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 Myers Vitaliy Popov Odesma Dalrymple Yaoran Li Joi Spencer
resource project Media and Technology
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 project will advance knowledge in the design of interest triggers for science in immersive digital simulation learning games. When learners are interested in a topic, it can have a profound impact on the quality of their learning. Although much is known about how informal learning experiences can promote interest in STEM, much less research has addressed links between technology use and interest development. This Exploratory Pathways project will investigate (1) the impact of entertainment technology use by middle school learners on STEM interest development, (2) the design of interactive educational technologies created specifically to trigger interest in astronomy, and (3) informal learning resources for sustained interaction with STEM content over time. In particular, learners will have the opportunity to interactively explore the scientific consequences of considering alternative versions of Earth via "What if?" questions, such as "What if the earth had no moon?" or "What if the earth were twice its current size?". While using the simulations, learners will be invited to make observations and propose scientific explanations for what they see as different. Given recent discoveries of potentially habitable worlds throughout the Galaxy, such questions have high relevance to public discourse around space exploration, conditions necessary for life, and the long-term future of the human race. Studies will occur across three informal learning settings: museum exhibits, afterschool programs, and summer camps, and are driven by the following research questions: What technology-based triggers of interest have the strongest influence on interest? Which contextual factors are most important for supporting long-term interest development? And, what kinds of technology-based triggers are most effective for learners from audiences who are underrepresented in STEM? This research will result in an empirically tested approach for cultivating interest that will allow educators to leverage the "What if?" pedagogy in their own work, as well as downloadable materials suitable for use in both informal and formal learning settings.

Planned studies will identify features that are effective in triggering interest, with an emphasis on groups underrepresented in STEM, and elaborate on the importance of engaging learners in explanatory dialogues and in service of interest development. It is hypothesized that interacting in such novel ways can act as a trigger for interest in astronomy, physics, and potentially other areas of STEM. Design iterations will also investigate different forms of learning supports, such as guidance from facilitators, collaboration, and automated guidance available within the simulations, and identify how features vary with respect to learning contexts. Data collected will include interview and survey data to track interest development, measures of knowledge in astronomy and physics, and log files of simulation use to better understand how behaviors in the simulations align with stated interests. Results of the studies will advance the theoretical understanding of interest development and its relationship to interactive experiences, and will also have practical implications for the deployment of technology in informal settings by identifying features critical for triggering the interest of middle school learners. 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: H Chad Lane Jorge Perez-Gallego Neil Comins
resource project Media and Technology
The Cyberlearning and Future Learning Technologies Program funds efforts that will help envision the next generation of learning technologies and advance what we know about how people learn in technology-rich environments. Cyberlearning Exploration (EXP) Projects explore the viability of new kinds of learning technologies by designing and building new kinds of learning technologies and studying their possibilities for fostering learning and challenges to using them effectively. This project brings together two approaches to help K-12 students learn programming and computer science: open-ended learning environments, and computer-based learning analytics, to help create a setting where youth can get help and scaffolding tailored to what they know about programming without having to take tests or participate in rigid textbook exercises for the system to know what they know.

The project proposes to use techniques from educational data mining and learning analytics to process student data in the Alice programming environment. Building on the assessment design model of Evidence-Centered Design, student log data will be used to construct a model of individual students' computational thinking practices, aligned with emerging standards including NGSS and research on assessment of computational thinking. Initially, the system will be developed based on an existing corpus of pair-programming log data from approximately 600 students, triangulating with manually-coded performance assessments of programming through game design exercises. In the second phase of the work, curricula and professional development will be created to allow the system to be tested with underrepresented girls at Stanford's CS summer workshops and with students from diverse high schools implementing the Exploring Computer Science curriculum. Direct observation and interviews will be used to improve the model. Research will address how learners enact computational thinking practices in building computational artifacts, what patters of behavior serve as evidence of learning CT practices, and how to better design constructionist programming environments so that personalized learner scaffolding can be provided. By aligning with a popular programming environment (Alice) and a widely-used computer science curriculum (Exploring Computer Science), the project can have broad impact on computer science education; software developed will be released under a BSD-style license so others can build on it.
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TEAM MEMBERS: Shuchi Grover Marie Bienkowski John Stamper