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
Increasingly, the prosperity, innovation and security of individuals and communities depend on a big data literate society. Yet conspicuously absent from the big data revolution is the field of teaching and learning. The revolution in big data must match a complementary revolution in a new kind of literacy, through a significant infusion of STEM education with the kinds of skills that the revolution in 21st century data-driven science demands. This project represents a concerted effort to determine what it means to be a big data literate citizen, information worker, researcher, or policymaker; to identify the quality of learning resources and programs to improve big data literacy; and to chart a path forward that will bridge big data practice with big data learning, education and career readiness.
Through a process of inquiry research and capacity-building, New York Hall of Science will bring together experts from member institutions of the Northeast Big Data Innovation Hub to galvanize big data communities of practice around education, identify and articulate the nature and quality of extant big data education resources and draft a set of big data literacy principles. The results of this planning process will be a planning document for a Big Data Literacy Spoke that will form an initiative to develop frameworks, strategies and scope and sequence to advance lifelong big data literacy for grades P-20 and across learning settings; and devise, implement, and evaluate programs, curricula and interventions to improve big data literacy for all. The planning document will articulate the findings of the inquiry research and evaluation to provide a practical tool to inform and cultivate other initiatives in data literacy both within the Northeast Big Data Innovation Hub and beyond.
Citizen science offers youth and educators unique opportunities to observe and explore the world through authentic research experiences that are necessary for robust STEM (science, technology, engineering, and math) learning. STEM learning is key to fostering informed and engaged youth who are ready to tackle the challenges of our future. Our increasingly complex world depends on helping youth cultivate skills needed to think critically and creatively about 21st Century challenges— skills such as observation, communication, and data literacy. STEM gives all students the building blocks for
This study addressed the questions of whether or not the IMAX/OMNIMAX film "Tropical Rainforest" contributes to a positive attitude towards, and and increase in knowledge about, the tropical rain forests of the world. Results indicate that there are statistically significant increases in knowledge gained as well as an increase in positive attitudes towards the tropical rain forests. All three specific audiences (grades 1-6; grades 7-12; adult general) tended to increase overall.
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 SalmiArja KaasinenLiisa Suomela
By engaging diverse publics in immersive and deliberative learning forums, this three-year project will use NOAA data and expertise to strengthen community resilience and decision-making around a variety of climate and weather-related hazards across the United States. Led by Arizona State University’s Consortium for Science, Policy & Outcomes and the Museum of Science Boston, the project will develop citizen forums hosted by regional science centers to create a new, replicable model for learning and engagement. These forums, to be hosted initially in Boston and Phoenix and then expanded to an additional six sites around the U.S., will facilitate public deliberation on real-world issues of concern to local communities, including rising sea levels, extreme precipitation, heat waves, and drought. The forums will identify and clarify citizen values and perspectives while creating stakeholder networks in support of local resilience measures. The forum materials developed in collaboration with NOAA will foster better understanding of environmental changes and best practices for improving community resiliency, and will create a suite of materials and case studies adaptable for use by science centers, teachers, and students. With regional science centers bringing together the public, scientific experts, and local officials, the project will create resilience-centered partnerships and a framework for learning and engagement that can be replicated nationwide.
Children in the Norfolk, Va., area will inherit the second highest sea level rise on the East Coast. In response, the non-profit Elizabeth River Project will prepare one of the first comprehensive youth education programs on climate change resilience on this coast. The Elizabeth River Project, working since 1993 to restore the environmental health of the urban Elizabeth River, will deploy its Dominion Virginia Power Learning Barge, “America’s Greenest Vessel,” and its new urban park, Paradise Creek Nature Park, to empower 21,000 K-12 students over three years to become informed decision makers and environmental stewards, prepared to adapt to rising seas. The project primarily will reach under-served schools in Norfolk and adjoining Portsmouth, Va. Lead science partner will be Old Dominion University, on the forefront of climate change research. Other partners include the Chrysler Museum of Art, ground zero for street flooding that has become routine in Norfolk. A youth strategy for the Elizabeth River “watershed” or drainage area will be disseminated nationally internationally by the City of Norfolk through its participation as one the Rockefeller Foundation’s 100 Resilient Cities. The youth strategy will be used by Norfolk to complement its Norfolk Resilience Strategy, prepared so far with adults in mind.
The Peg + Cat ELM2 project sought to combine robust media-integrated teacher training in both math content and facilitation of classroom and family engagement activities with transmedia resources that parents and children could utilize at home. This cohesive approach resulted in increases in teachers’ confidence in and knowledge about their mathematics instruction, parents’ engagement in activities and conversations with their children around math, and children’s positive and persistent attitudes towards math, as reported by their parents. Taken together, these findings suggest that the Peg +
The Maritime Aquarium at Norwalk is located at the mouth of the Norwalk River where it flows into Long Island Sound. Its mission is to inspire people to appreciate and protect the Sound and the global environment. Over the past decade, a large percentage of the region’s 23 million people living within 50 miles of the Sound were directly affected by severe weather events, providing a timely opportunity to educate students, teachers and the public about community resilience. In a new three-year program, the Maritime Aquarium will deliver education related to environmental hazards, resilience, and the underlying science to schools from ten towns along or near Connecticut’s coast, including eight in the Natural Hazards Mitigation Plan Draft 2016-2021 for Southwestern Connecticut. In these towns as in many coastal regions, the most significant environmental threats are related to the nexus of land and water. To reflect that nexus, education will occur both in the classroom and on the water, aboard the Aquarium’s hybrid-electric research vessel, Spirit of the Sound. An exhibit featuring NOAA educational assets related to threats and resilience will also build environmental literacy as it engages Aquarium visitors. The project will be supported by an advisory board of local educators, planning and emergency management officials, representatives from Connecticut Sea Grant, the Connecticut Institute for Resilience and Climate Adaptation and the Western Connecticut Council of Governments.
The Ocean Project will empower America's zoos, aquariums and science museums to become centers of innovation and effective leadership for healthy oceans and conservation in their communities, providing meaningful engagement opportunities for their 200 million annual visitors to become involved in helping with solutions. To help them do so, The Ocean Project is launching a competitive Innovative Solutions Grants Program that will provide financial resources for zoos, aquariums and science museums to develop innovative local and regional ocean conservation solutions and stewardship initiatives, with a special emphasis on engaging youth and minorities. To leverage and maximize the benefit of this small grants program, The Ocean Project will also provide the awardees with opportunities for capacity building in strategic communications and share the resulting new strategies and successes with our growing partner network of 2000 zoos, aquariums, science museums and other conservation and education organizations in all 50 States and worldwide.