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resource project Informal/Formal Connections
This research extends the investigator's prior NSF supported work to develop theoretical and empirical understanding of the double bind faced by women of color in STEM fields. That is, their race and gender present dual dilemmas as they move through STEM educational and career paths. The proposed study will identify gaps in our understanding, and identify some of the methodological problems associated with answering outstanding questions about the double bind. The major research question is: What strategies work to enable women of color to achieve higher levels of advancement in STEM academia and professions? The goal is to bring a clearer understanding of the issues which confront women of color as they pursue study of science and engineering, and what factors influence whether they leave or remain in STEM.

The work will employ a highly structured narrative analysis process to identify and quantify factors that have been successful in broadening the participation of minority women in STEM. The research design involves two separate tracks of work: 1) to conduct narrative analysis of primary documents associated with women of color in science; and 2) to conduct site visits and interviews to understand features of programs associated with successful support of women of color in undergraduate and graduate education. The first part is designed to inform the second, with the narrative analysis helping to identify features to look for in site visits and to use in development of interview protocols.

This research will focus on individual and programmatic factors that sustain women of color as they confront barriers to their career goals. It examines institutional strategies and support structures that help women of color ultimately to succeed, and social and pedagogic elements that influence their educational experiences. Although women of color have made some progress over the last three decades towards more equitable participation in STEM fields, the major efforts made to address this issue have not produced the desired outcomes; minority women continue to be underrepresented relative to white women and non-minority men. The factors that account for continued lower participation rates are not yet fully understood.

Beyond the Double Bind is designed to transform the intellectual basis for building future programs that will better enable women of color to be successful in STEM. While focused on women of color, the results will ultimately inform strategies and programs to expand the presence of all women and minorities in STEM.
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TEAM MEMBERS: Maria Ong Apriel Hodari
resource project Public Programs
The goal of the project is to advance understanding of basic questions about learning and teaching through the development of a theory of embodied mathematical cognition that can apply to a broad range of people, settings and activities. The investigative team brings together expertise from a range of quantitative and qualitative research methodologies. A theory of embodied mathematical cognition empirically rooted in classroom learning and workplace practices will broaden the range of activities and emerging technologies that count as mathematical, and help educators to envision alternative forms of bodily engagement with mathematical problems.
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TEAM MEMBERS: Ricardo Nemirovsky Rogers Hall Martha Alibali Mitchell Nathan Kevin Leander
resource project Media and Technology
The Science and Math Informal Learning Education (SMILE) pathway is serving the digital resource management needs of the informal learning community. The science and math inquiry experiences offered by science and technology centers, museums, and out-of-school programs are distinct from those found in formal classrooms. Interactive exhibits, multimedia presentations, virtual environments, hands-on activities, outdoor field guides, engineering challenges, and facilitated programs are just some of the thoughtfully designed resources used by the informal learning community to make science and math concepts come alive. With an organizational framework specifically designed for informal learning resources, the SMILE pathway is empowering educators to locate and explore high-quality education materials across multiple institutions and collections. The SMILE pathway is also expanding the participation of underrepresented groups by creating an easily accessible nexus of online materials, including those specifically added to extend the reach of effective science and math education to all communities. To promote the use of the SMILE pathway and the NSDL further, project staff are creating professional development programs and a robust online community of educators and content experts to showcase best practices tied to digital resources. Finally, to guarantee continued growth and involvement in the SMILE pathway, funding and editorial support is being provided to expansion partners, beyond the founding institutions, to add new digital resources to the NSDL.
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resource project Public Programs
The Math, Engineering, Science Achievement (MESA) outreach programs are partnerships between K-12 schools and higher education in eight states that for over forty years introduce science, mathematics and engineering to K-12 students traditionally underrepresented in the discipline. This exploratory study examines the influences that those MESA activities have on students' perception of engineering and their self-efficacy and interest in engineering and their subsequent decisions to pursue careers in engineering. The MESA activities to be studied include field trips, guest lecturers, design competitions, hands-on activities and student career and academic advisement.

About 1200 students selected from 40 MESA sites in California, Maryland and Utah are surveyed with instruments that build on those used in prior studies. Focus groups with a randomly selected subset of the students provide follow-up and probe the influence of the most promising activities. In the first year of the project the instruments, based on existing instruments, are developed and piloted. Data are taken in the second year and analyzed in the third year. A separate evaluation determines that the protocols are reasonable and are being followed.

The results are applicable to a number of organizations with similar aims and provide information for increasing the number of engineers from underrepresented populations. The project also investigates the correlation between student engagement in MESA and academic performance. This project provides insights on activities used in informal settings that can be employed in the classroom practice and instructional materials to further engage students, especially student from underrepresented groups, in the study of STEM.
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TEAM MEMBERS: Christine Hailey Cameron Denson Chandra Austin
resource project Public Programs
This Integrative Graduate Education and Research Training (IGERT) award supports the establishment of an interdisciplinary graduate training program in Cognitive, Computational, and Systems Neuroscience at Washington University in Saint Louis. Understanding how the brain works under normal circumstances and how it fails are among the most important problems in science. The purpose of this program is to train a new generation of systems-level neuroscientists who will combine experimental and computational approaches from the fields of psychology, neurobiology, and engineering to study brain function in unique ways. Students will participate in a five-course core curriculum that provides a broad base of knowledge in each of the core disciplines, and culminates in a pair of highly integrative and interactive courses that emphasize critical thinking and analysis skills, as well as practical skills for developing interdisciplinary research projects. This program also includes workshops aimed at developing the personal and professional skills that students need to become successful independent investigators and educators, as well as outreach programs aimed at communicating the goals and promise of integrative neuroscience to the general public. This training program will be tightly coupled to a new research focus involving neuro-imaging in nonhuman primates. By building upon existing strengths at Washington University, this research and training initiative will provide critical new insights into how the non-invasive measurements of brain function that are available in humans (e.g. from functional MRI) are related to the underlying activity patterns in neuronal circuits of the brain. IGERT is an NSF-wide program intended to meet the challenges of educating U.S. Ph.D. scientists and engineers with the interdisciplinary background, deep knowledge in a chosen discipline, and the technical, professional, and personal skills needed for the career demands of the future. The program is intended to catalyze a cultural change in graduate education by establishing innovative new models for graduate education and training in a fertile environment for collaborative research that transcends traditional disciplinary boundaries.
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TEAM MEMBERS: Kurt Thoroughman Gregory DeAngelis Randy Buckner Steven Petersen Dora Angelaki
resource project Public Programs
This project will expand and enhance an initiative that offers zoos, aquariums, and science museums the market research they need to engage and motivate the public on issues related to the ocean and climate change. The three-year project will measure changes in public awareness and action on ocean and climate-related issues. It will integrate these research findings into recommendations offered to staff working at zoos, aquariums, and science museums as well as to the ocean conservation community and provide professional development for staff members at these institutions in order to support and shape public outreach efforts that connect climate change, the ocean and individual actions, especially among our nation's youth.
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TEAM MEMBERS: William Mott
resource project Media and Technology
This award is funded under the American Recovery and Reinvestment Act of 2009 (Public Law 111-5).

Scientists and researchers from fields as diverse as oceanography and ecology, astronomy and classical studies face a common challenge. As computer power and technology improve, the sizes of data sets available to us increase rapidly. The goal of this project is to develop a new methodology for using citizen science to unlock the knowledge discovery potential of modern, large data sets. For example, in a previous project Galaxy Zoo, citizen scientists have already made major contributions, lending their eyes, their pattern recognition skills and their brains to address research questions that need human input, and in so doing, have become part of the computing process. The current Galaxy Zoo project has recruited more than 200,000 participants who have provided more than 100 million classifications of galaxies from the Sloan Digital Sky Survey. This project builds upon early successes to develop a mode of citizen science participation which involves not only simple "clickwork" tasks, but also involves participants in more advanced modes of scientific thought. As part of the project, a symbiotic relationship with machine learning tools and algorithms will be developed, so that results from citizen scientists provide a rich training set for improving algorithms that in turn inform citizen science modes of participation. The first phase of the project will be to develop a portfolio of pilot projects from astrophysics, planetary science, zoology, and classical studies. The second phase of the project will be to develop a framework - called the Zooniverse - to facilitate citizen scientists. In particular, research and machine-learning communities will be engaged to identify suitable projects and data sets to integrate into Zooniverse.

The ultimate goal with the Zooniverse is to create a sustainable future for large-scale, internet-based citizen science as part of every researcher?s toolkit, exemplifying a new paradigm in computational thinking, tapping the mental resources of a community of lay people in an innovative and complex manner that promises a profound impact on our ability to generate new knowledge. The project will engage thousands of citizens in authentic science tasks leading to a better public understanding of science and also, by the engagement of students, leading to interest in scientific careers.
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TEAM MEMBERS: Geza Gyuk Pamela Gay Christopher Lintott Michael Raddick Lucy Fortson John Wallin
resource project Public Programs
Our goal is to attempt the identification of Sevengill sharks (Notorynchus cepedianus) that may be returning to San Diego from year-to-year, using the pattern recognition algorithm provided in ‘Wildbook,’ a web-based application for wildlife data management, designed by Jason Holmberg. 'Wildbook' which has been successfully used to ID Whale Sharks (Rhincodon typus ) by their spotting patterns.

Sevengill sharks (Notorynchus cepedianus), are currently listed as Data deficient (DD) on the IUCN Red List: "This assessment is based on the information published in the 2005 shark status survey (Fowler et al. 2005).
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TEAM MEMBERS: Heather Moncrief Michael Bear
resource project Public Programs
This is an efficacy study through which the Denver Museum of Nature and Science, the Denver Zoo, the Denver Botanic Gardens, and three of Denver's urban school districts join efforts to determine if partnerships among formal and informal organizations demonstrate an appropriate infrastructure for improving science literacy among urban middle school science students. The Metropolitan Denver Urban Advantage (UA Denver) program is used for this purpose. This program consists of three design elements: (a) student-driven investigations, (b) STEM-related content, and (c) alignment of schools and informal science education institutions; and six major components: (a) professional development for teachers, (b) classroom materials and resources, (c) access to science-rich organizations, (d) outreach to families, (e) capacity building and sustainability, and (e) program assessment and student learning. Three research questions guide the study: (1) How does the participation in the program affect students' science knowledge, skills, and attitudes toward science relative to comparison groups of students? (2) How does the participation in the program affect teachers' science knowledge, skills, and abilities relative to comparison groups of teachers? and (3) How do families' participation in the program affect their engagement in and support for their children's science learning and aspirations relative to comparison families?

The study's guiding hypothesis is that the UA Denver program should improve science literacy in urban middle school students measured by (a) students' increased understanding of science, as reflected in their science investigations or "exit projects"; (b) teachers' increased understanding of science and their ability to support students in their exit projects, as documented by classroom observations, observations of professional development activities, and surveys; and (c) school groups' and families' increased visits to participating science-based institutions, through surveys. The study employs an experimental research design. Schools are randomly assigned to either intervention or comparison groups and classrooms will be the units of analysis. Power analysis recommended a sample of 18 intervention and 18 comparison middle schools, with approximately 72 seventh grade science teachers, over 5,000 students, and 12,000 individual parents in order to detect differences among intervention and comparison groups. To answer the three research questions, data gathering strategies include: (a) students' standardized test scores from the Colorado Student Assessment Program, (b) students' pre-post science learning assessment using the Northwest Evaluation Association's Measures for Academic Progress (science), (c) students' pre-post science aspirations and goals using the Modified Attitude Toward Science Inventory, (d) teachers' fidelity of implementation using the Teaching Science as Inquiry instrument, and (e) classroom interactions using the Science Teacher Inquiry Rubric, and the Reformed Teaching Observation protocol. To interpret the main three levels of data (students, nested in teachers, nested within schools), hierarchical linear modeling (HLM), including HLM6 application, are utilized. An advisory board, including experts in research methodologies, science, informal science education, assessment, and measurement oversees the progress of the study and provides guidance to the research team. An external evaluator assesses both formative and summative aspects of the evaluation component of the scope of work.

The key outcome of the study is a research-informed and field-tested intervention implemented under specific conditions for enhancing middle school science learning and teaching, and supported by partnerships between formal and informal organizations.
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TEAM MEMBERS: Nancy Walsh Kathleen Tinworth Andrea Giron Ka Yu Lynn Dierking Megan John Polly Andrews John H Falk
resource project Professional Development, Conferences, and Networks
QuarkNet is a national program that partners high school science teachers and students with particle physicists working in experiments at the scientific frontier. These experiments are searching for answers to fundamental questions about the origin of mass, the dimensionality of spacetime and the nature of symmetries that govern physical processes. Among the experimental projects at the energy frontier with which QuarkNet is affiliated is the Large Hadron Collider, which is poised at the horizon of discovery. The LHC will come on line during the 5-years of this program. QuarkNet is led by a group of teachers, educators and physicists with many years of experience in professional development workshops and institutes, materials development and teacher research programs. The project consists of 52 centers at universities and research labs in 25 states and Puerto Rico. It is proposed that Quarknet be funded as a partnership among the ESIE program of EHR; the Office of Multidisciplinary Activities and the Elementary Particle Physics Program (Division of Physics), both within MPS; as well as the Division of High Energy Physics at DOE.
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TEAM MEMBERS: Mitchell Wayne Randal Ruchti Daniel Karmgard
resource project Public Programs
The Palo Alto Junior Museum & Zoo offers a satisfying mix of interactive exhibit experiences, close-up animal viewing, and a warm, welcoming staff in a small-scale setting which makes it easily manageable for families with special needs. In recent years the JMZ has attracted and embraced this audience of often close-knit friends and organizations. In addition to an ongoing dialog with visitors at the institution, on multiple occasions JMZ has invited families to participate in community conversations to share their perspectives, experiences and suggestions.
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TEAM MEMBERS: Wendy Meluch Palo Alto Junior Museum & Zoo
resource project Media and Technology
The Space Science Institute is developing an astronomy educational social game for the Facebook platform. The game uses the "sporadic play" model popular with many Facebook games, in which players take only a few actions at a time, then return to explore the results. Here players will create their own stars and planetary systems that evolve over time at a rate of a million years a minute. Players set systems in motion, revisiting the game over days or weeks to make new choices and alter strategies. The game is in effect an end-to-end solar system simulation, following a star from birth to death. As a result it encompasses a wide variety of core concepts in astronomy, including galactic structure, stellar evolution and lifecycles, planetary formation and evolution, and habitability and "habitable zones." The accompanying research program will examine the effectiveness of this type of game in informal education, and the effects of the social network on meeting the education goals, including viral spread, cooperative play, and discussions about the game and its underlying content in associated online forums.
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TEAM MEMBERS: James Harold Dean Hines Kate Haley Goldman