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 GroverMarie BienkowskiJohn Stamper
The goal of the Hawaii Science Career Inspiration grant (HiSCI) is to enhance science education resources and training available to teachers and students in disadvantaged communities of Hawaii in order to ensure a maximally large and diverse workforce to meet the nation’s biomedical, behavioural and clinical research needs. The HiSCI Program will build on the knowledge gained from two past SEPA grants and the University of Hawaii Center for Cardiovascular Research and leverage resources from all corners of the state to accomplish four specific aims:
1) Increase student interest and exposure to health science careers by providing multiple science exposure opportunities and mentoring along the primary, intermediate, and secondary school experiences for at least 300 students a year and a printed and web-based STEM career resource guide and career posters to alert students, counsellors and teachers to all available opportunities;
2) Provide professional development for 20 middle and high school teachers a year, to include scientific content and foster an understanding of the scientific research process, in addition to medical students mentoring intermediate and high school students;
3) Listen, respond to, and connect the science teacher community in Hawaii by holding innovative listening groups for teachers across the state; and
4) Provide tools and supplies for at least twenty K-12 classrooms a year through a mini-grant process and alert teachers across the state to free resources both locally and nationally. The HiSCI Program is highly relevant to Hawaii’s public health and science infrastructure as it will provide an innovative way to gain knowledge of science training needs and will provide many of the resources to teachers and students across the state by leveraging, communicating and sharing existing resources.
Scientific literacy is an important educational and societal goal. Measuring scientific literacy, however, has been problematic because there is no consensus regarding the meaning of scientific literacy. Most definitions focus on the content and processes of major science disciplines, ignoring social factors and citizens’ needs. The authors developed a definition of scientific literacy for the California 4-H Program from the citizen’s perspective, concentrating on real-world science-related situations. The definition includes four anchor points: science content; scientific reasoning skills
Adams, Gupta, and Cotumaccio examine the STEM interest and identity development of a small group of young women of color who participated in a multi-year, museum-based, out-of-school time program as middle and high school students. Through their positive experiences in the program, participants developed positive STEM identities, which supported their persistence as STEM college majors.
To date, no national studies of science-focused out-of-school time (OST) programs have been implemented, making it difficult to get a sense of program diversity and characteristics. In this paper, Laursen, Thiry, Archie, and Crane map the national landscape of U.S. OST science, technology, and engineering programs. The findings allow the authors to describe a generalized profile for each of eight types of OST program providers.
The University of Minnesota Extension (UME) contracted Garibay Group to conduct a summative evaluation of the Driven to Discover program (often referred to as D2D by youth participants and adult leaders) to assess how adult leaders in Informal Science Education (ISE) settings used the curriculum and citizen science projects as conduits to engage youth in scientific inquiry.
This report describes an evaluation of two educational programs that Iridescent offered with a grant from the National Science Foundation. These two programs were developed for youth and their families and were organized around open-ended Engineering Design Challenges. These are hands-on problem-solving activities supported by a web-based platform known as the Curiosity Machine. The Curiosity Machine and the Design Challenges were designed to work together to engage learners in fundamental physics and engineering concepts in fun and open-ended ways, while enhancing their curiosity, creativity
The University of Alaska Fairbanks will partner with the National Optical and Astronomy Observatory, the University of Alaska Museum of the North, and the University of Washington-Bothell to bring biomaterials, optics, photonics, and nanotechnology content, art infused experiences, and career awareness to art-interested girls. This full scale development project, Project STEAM, will explore the intersections between biology, physics, and art using advanced technologies at the nano to macro scale levels. Middle school girls from predominately underrepresented Alaskan Native, Native American (Tohono O'odham, Pascula Yaqui) and Hispanic groups, their families, teachers, and Girl Scout Troop Leaders in two site locations- Anchorage, Alaska and Tucson, Arizona will participate in the project. Centered on the theme "Colors of Nature," Project STEAM will engage girls in science activities designed to enhance STEM learning and visual-spatial skills. Using advanced technologies, approximately 240 girls enrolled in the Summer Academy over the project duration will work with women scientist mentors, teachers, and Girl Scout Troop Leaders to create artistic representations of natural objects observed at the nano and macro scale levels. Forty girls will participate in the Summer Academy in year one (20 girls per site- Alaska and Arizona). In consequent years, approximately180 girls will participate in the Academy (30 girls per site). Another 1,500 girls are expected to be reached through their Girl Scout Troop Leaders (n=15) who will be trained to deliver a modified version of the program using specialized curriculum kits. In addition, over 6,000 girls and their families are expected to attend Project STEAM Science Cafe events held at local informal science education institutions at each site during the academic year. In conjunction with the programmatic activities, a research investigation will be conducted to study the impact of the program on girls' science identity. Participant discourse, pre and post assessments, and observed engagement with the scientific and artistic ideas and tools presented will be examined and analyzed. A mixed methods approach will also be employed for the formative and summative evaluations, which will be conducted by The Goldstream Group. Ultimately, the project endeavors to increase STEM learning and interest through art, build capacity through professional development, advance the research base on girls' science identity and inspire and interest girls in STEM careers.
This evaluation reports on the Mission: Solar System project, a 2-year project funded by NASA. The goal of the Mission: Solar System was to create a collection of resources that integrates digital media with hands-on science and engineering activities to support kids’ exploration in formal and informal education settings. Our goal in creating the resources were: For youth: (1) Provide opportunities to use science, technology, engineering, and math to solve challenges related to exploring our solar system, (2) Build and hone critical thinking, problem-solving, and design process skills, (3)
This is a Science Learning+ planning project that will develop a plan for how to conduct a longitudinal study using existing data sources that can link participation in science-focused programming in out-of-school settings with long-range outcomes. The data for this project will ultimately come from "mining" existing data sets routinely collected by out-of-school programs in both the US and UK. 4H is the initial out-of-school provider that will participate in the project, but the project will ideally expand to include other youth-based programs, such as Girls Inc. and YMCA. During the planning grant period, the project will develop a plan for a longitudinal research study by examining informal science-related factors and outcomes including: (a) range of educational outcomes, (b) diversity and structure of learning activities, (c) links to formal education experiences and achievement measures, and (d) structure of existing informal science program data collection infrastructure. The planning period will not involve actual mining of existing data sets, but will explore the logistics regarding data collection across different informal science program, including potential metadata sets and instruments that will: (a) identify and examine data collection challenges, (b) explore the implementation of a common data management system, (c) identify informal science programs that are potential candidates for this study, (d) compare and contrast data available from the different programs and groups, and (e) optimize database management.
Native Americans exert sovereignty over vast amounts of United States land and water resources, yet are underrepresented in the disciplines that train our nation's future land and water resource managers. Native American resource managers must walk in two worlds, accommodating both traditional and modern methods that may come into conflict. Building on an existing, NSF-funded Manoomin Science Camp, the Walking Two Worlds (W2W) project will employ a systems view of resource management in considering a broad range of resource management issues affecting the region (including its lakes and wetlands, fisheries, forestry, wildlife, and air quality), with the goal of engaging the entire community in environmental and resource management issues of immediate relevance to the community. W2W will incorporate both Western science concerning the physical, chemical, and biological worlds, and traditional environmental knowledge, culture, language, and the judgment of elders. This holistic approach will not only facilitate effective resource management for the community, it will also serve as a 'hook' for engaging students and the community in STEM. A partnership of the Fond du Lac Band (of Lake Superior Chippewa) and the University of Minnesota (UMN) planned collaboratively with the community, W2W will focus on community-inspired, participatory science research projects related to resource management and environmental science. W2W will be facilitated by local teachers, with former participants as mentors, researchers and resource manages as mentors, and UMN faculty as lecturers. W2W recognizes the critical importance of strong STEM education for natural resource management. Using a mixed-methods approach to external evaluation, the project will build knowledge on the contributions of the W2W holistic, systemic approach and theme of community resource management. This will provide the foundation for a future development project that builds a community of place-based learning and community-inspired research projects.
During middle school, many young people disengage from and consequently do not achieve in school-based STEM subjects. This phenomenon is more pronounced among young people in low-income communities than elsewhere. Many summer, out-of-school STEM programs are designed to offer young people opportunities to engage in hands-on, inquiry-based learning that promote interest and engagement in STEM. Research on the effect of these types of programs is limited, however. This research project seeks to fill this gap by identifying and studying practices that promote interest and engagement in STEM-related topics. The central goal of the summer STEM Interest and Engagement Study is to identify instructional practices associated with cultivating and sustaining young people's interest and engagement in out-of-school STEM summer learning programs for middle school youth. The project is based on a model of change developed from existing theory and empirical research on the cultivation of youths' interest and engagement in STEM. The project is a descriptive study that will apply multiple data collection and analytic methods, including the Experience Sampling Method (ESM), to determine instructional practices and the resulting interest, engagement, and perceptions of youth as they participate in STEM activities. In addition, survey data provided by program participants will allow the researchers to account for individual differences in preexisting interest and background factors, such as gender and ethnicity, and to measure changes in dispositions toward STEM. By better understanding these connections, practitioners can better understand how the design of their programs may influence the outcome of the participants' experience, including their education and career decisions.
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TEAM MEMBERS:
Deborah MoroneyNeil NaftzgerLee ShumowJennifer Schmidt