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resource project Media and Technology
AMNH will use NOAA weather satellite data to annotate 72 high definition (HD) video time-series global cloud cover visualizations using thermal infrared brightness temperature data acquired by five geostationary satellites and joined into global mosaics at half-hourly intervals. The HD visualizations will be used in informal and formal education activities and will be made available on the Web. These media pieces will be used for informal education activities at AMNH and 28 other informal science institutions (ISI) around the United States . The target population of visitors to subscribing ISIs is currently ten million and is projected to be over 15 million by the end of the grant. The HD visualizations will be used in formal settings, as well. Fifteen schools throughout New York City with large numbers of new English Language Learners will be targeted and professional development for teachers of ELL students will be provided through programs at AMNH as well. AMNH s effort focuses on weather and climate patterns that will be visible in the cloud-data visualizations. All viewers of the media will learn about general circulation patterns and changes in phase of water associated with the hydrologic cycle.
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TEAM MEMBERS: Rosamond Kinzler
resource project Media and Technology
The University of California, Berkeley's Lawrence Hall of Science (LHS), in partnership with the Bishop Museum in Honolulu, HI, propose to develop and evaluate curriculum-based content modules for spherical display systems. These modules will combine successful research-driven curriculum materials with the compelling nature of a spherical display to engage and inform museum visitors in the process of observing and interpreting patterns of global climate data.
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TEAM MEMBERS: Barbara Ando
resource project Media and Technology
Connecting Tennessee to the World Ocean is a three-year capacity building project of the Tennessee Aquarium and its partners, the Hamilton County Department of Education, Calvin Donaldson Environmental Science Academy, and NOAA's National Weather Service. Expanded capacity, in turn, allows the institution to reach a broader audience with a message connecting Tennessee's waterways to the world ocean. Primary project outcomes are increased ocean literacy and expanded ocean stewardship ethics in targeted Aquarium audiences. A series of specific activities focused on ocean literacy and global change make this possible, including expanding Aquarium classroom capacity by 60% to serve more students, expanded videoconferencing opportunities in partnership with NWS, free admission and programming for underrepresented students from across the region, expanded educational opportunities on the Aquarium s website, updated interpretive panels focusing on global change, installation of a NOAA WeatherBug station, a civic engagement series, and professional development for Aquarium educators.
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TEAM MEMBERS: George Bartnik
resource project Public Programs
The Growing Beyond Earth Project (GBE) is a STEM education program designed to have middle and high school students conduct botany experiments, designed in partnership with NASA researchers at Kennedy Space Center, that support NASA research on growing plants in space. GBE was initiated by Fairchild Tropical Botanic Garden in collaboration with NASA's Exploration Research and Technology Programs and Miami-Dade County Public School District. Project goals are to: (1) improve STEM instruction in schools by providing authentic research experiments that have real world implications through curricular activities that meet STEM education needs, comprehensive teacher training, summer-long internships and the development of replicable training modules; (2) increase and sustain youth and public engagement in STEM related fields; (3) better serve groups historically underrepresented in STEM fields; and (4) support current and future NASA research by identifying and testing new plant varieties for future growth in space. During the 2016-17 academic year, 131 school classrooms participated in the program. To date, students have tested 91 varieties of edible plants and produced more than 100,000 data points that have been shared with the researchers at KSC.
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TEAM MEMBERS: Carl Lewis Amy Padolf
resource project Informal/Formal Connections
This proposal was submitted in response to EHR Core Research (ECR) program announcement NSF 15-509. The ECR program of fundamental research in STEM education provides funding in critical research areas that are essential, broad and enduring. EHR seeks proposals that will help synthesize, build and/or expand research foundations in the following focal areas: STEM learning, STEM learning environments, STEM workforce development, and broadening participation in STEM. The ECR program is distinguished by its emphasis on the accumulation of robust evidence to inform efforts to (a) understand, (b) build theory to explain, and (c) suggest interventions (and innovations) to address persistent challenges in STEM interest, education, learning, and participation.

The study will investigate the processes that connect gestures and mathematics learning. Gestures are an important yet under-investigated aspect of mathematics teaching. They can influence students' memory and understanding of mathematical representations. The series of studies will examine students' learning of the concept of mathematical equivalence by testing instruction that incorporates commonly used verbal explanations and gestures. Mathematical equivalence includes understanding the meaning of the equal sign and determining if two expressions are equal. Second and third grade children will be participants. Of particular interest in the studies is the influence of gestures on preexisting knowledge of procedures, how gestures support learning beyond emphasizing information and direct learners' attention, and the creation of procedural knowledge.

The series of experimental studies will examine the mechanisms that connect gestures and procedural understanding of mathematical equivalence. The studies begin in the first phase with examining how gesture is connected to procedural knowledge of mathematical equivalence. Subsequent studies investigate how gesture functions as a mechanism for learning beyond emphasizing or directing attention to relevant information. Data collected will students' responses to equivalence problems and eye tracking data to follow whether students are looking from one side of the equal sign to the other. In the second phase of the work, the studies will examine how gesture has beneficial effects on learning more generally in mathematics. Working memory will be assessed in order to examine the role of gesture across different individuals. Fraction tasks will be used to examine the generalization of the previous results regarding gestures to other mathematics concepts.
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TEAM MEMBERS: Kimberly Fenn Susan Cook
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
resource project Media and Technology
Education stakeholders from advocates to developers are increasingly recognizing the potential of science games in advancing student academic motivation for and interest in science and science careers. To maximize this potential, the project will use science games (e.g. Land Science, River City, and EcoMUVE), shown to be enjoyable to students and proven to promote student learning in science at the middle school level. Through a two-phase process, games will be used as vehicles for learning about ways to change how students think about science and potentially STEM careers. The goal of the intervention is to explore which processes and design features of science games will actually help students move beyond a temporary identity of being a scientist or engineer (as portrayed while playing the game) to one where students began to see themselves in real STEM careers. Students' participation will be guided by teams of teachers, faculty members, and graduate students from Drexel University and a local school. All science students attending the local inner city middle school in Philadelphia, PA, will participate in the intervention.

Using an exploratory mixed-method design, the first two years of the project will focus on exploring, characterizing, coding, and analyzing data sets from three large games designed to help students think about possible careers in science. During year 3, the project will integrate lessons learned from the first two years into the existing middle school science curriculum to engage students in a one-year intervention using PCaRD (Play Curricular activity Reflection Discussion). During the intervention, the PI will work with experts from Drexel University and a local school to collect data on the design features of Land Science to capture identity change in the science identity of the participating students. Throughout the course of year 3, the PI will observe, video, interview, survey, and use written tasks to uncover if the Land Science game is influencing students' identity in any way (from a temporary to a long-term perspective about being a scientist or engineer). Data collected during three specified waves during the intervention will be compared to analyses of existing logged data through collaborations with researchers at Harvard University and the University of Wisconsin-Madison. These comparisons will focus on similar middle-aged science students who used the same gaming environments as the students involved in this study. However, the researcher will intentionally look for characteristics related to motivation, science knowledge, and science identity change.

This project will integrate research and education to investigate learning as a process of change in student science identity within situated environmental contexts of digital science gameplay around curricular and learning activities. This integrated approach will allow the researcher to explore how gaming is inextricably linked to the student as an individual while involved in the learning of domain specific content in science. The collaboration among major university and school partners; the expertise of the researcher in educational psychology, educational technology, and science games; and the project's advisory board makes this a real-life opportunity for the researcher to use information that naturally exists in games to advance knowledge in the field about the value of gaming to changing students' science identities. It also responds to reports by the National Research Council committee on science learning and computer games, which identifies games as having the potential to catalyze new approaches to science learning.
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TEAM MEMBERS: Aroutis Foster
resource evaluation Public Programs
During the school year of 2016-2017, Fairchild Tropical Botanic Garden (Fairchild) implemented the first year of a four-year project entitled: Growing Beyond Earth (GBE). NASA is providing funding support for project implementation as well as an external project evaluation. The evaluation activities conducted this year were focused on understanding project implementation and exploring project outcomes using data collected between September 2016 and May 2017. This report’s findings and accompanying recommendations inform next year’s project implementation and evaluation activities.
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TEAM MEMBERS: Catherine Raymond Amy Rubinson Carl Lewis Marion Litzinger Amy Padolf
resource research Public Programs
The trend of utilising open learning environments and informal learning sources has a clear link to outdoor education, which bridges the gap between formal education and informal learning. According to the findings related to informal learning and its relevance to early professional development, the crucial era seems to be the first 3 years as an inexperienced teacher. Despite the long history, outdoor education needs new research methods. In Finland, the new National Curriculum 2016 underlines teaching of this “phenomenon” besides the traditional subject orientated teaching. This challenges
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TEAM MEMBERS: Hannu Salmi Arja Kaasinen Liisa Suomela
resource research Professional Development, Conferences, and Networks
The CADRE Early Career Guide offers advice from experienced DR K-12 awardees on becoming a successful researcher in the field of STEM education. The guide also profiles a support program, the CADRE Fellows, for doctoral students in STEM education research.
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TEAM MEMBERS: Jennifer Stiles Catherine McCulloch Community for Advancing Discovery Research in Education (CADRE)
resource project Public Programs
This project, “Global, Local, Coastal”, will be led by Groundwork Hudson Valley and Sarah Lawrence College, to integrate and expand the work of three award-winning environmental education centers in Yonkers, NY – The Science Barge, Ecohouse and the Center for the Urban River (CURB). Its primary objective is to prepare low-income students for the impact of a changing climate so that they can participate both personally and professionally in a world in which these issues are increasingly prevalent. It reaches an audience that is not well served by traditional programs and is most vulnerable to the consequences of climate change. Over the course of two years, the project will serve 600-700 middle and high school youth, primarily from the Yonkers public school system, through a new, integrated curriculum that teaches about these issues from multiple perspectives. Beyond its impact on students, the project will have a broader impact on people in our region. Together, the Barge, Ecohouse and CURB are visited by close to 10,000 people each year and new exhibits will reinforce key themes related to resiliency and adaptation. Other partners include NOAA’s Hudson River National Estuarine Research Reserve, Lamont Doherty, and the Center for Climate Change in the Urban Northeast. The state’s NY Rising Program and Yonkers Public Schools are key partners too. The project will be carried out in a community that has been severely affected by extreme weather in the last decade, including three hurricanes. Outcomes will help create “an informed society to anticipate and respond to climate and its impacts.” It also addresses NOAA’s goal of a “Weather-Ready Nation,” and “Resilient Coastal Communities and Economies.
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TEAM MEMBERS: Ellen Theg
resource research Public Programs
The importance of increasing and widening participation in post-compulsory science and informal science learning (ISL) spaces is widely recognized—particularly for working-class and minority ethnic communities. While there is a growing understanding of the intersection of femininity with class, ethnicity, and science learning across formal and informal settings, there has been little work on how masculinity may shape urban boys’ science (non)participation and (dis)engagement. This article analyzes performances of masculinity enacted by 36 urban, working-class boys (from diverse ethnic
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TEAM MEMBERS: Louise Archer emily dawson Amy Seakins Jennifer DeWitt Spela Godec christopher whitby