In this paper we investigate how people become engaged with open data, what their motivations are, and the barriers and facilitators program participants perceive with regard to using open data effectively.
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TEAM MEMBERS:
Jack ShanleyCamillia MatukOded NovGraham Dove
In October 2017, the PBS NewsHour team produced a week and a half of opioid-related content, including several online explainers, which presented the opportunity for a natural experiment for the Experiments in Transmedia project.
Knology (formerly New Knowledge Organization Ltd.) conducted a two-wave research study to advance understanding of the youth audience’s knowledge and news consumption on the topic.
The first wave of the study, conducted in September 2017, provides a baseline. The content aired in October 2017, and the second wave of the study, conducted in November 2017, asked a
The project will advance efforts by the American Association for the Advancement of Science and the Institute for Learning Innovation to bring together young adults from communities historically underrepresented in science, technology, engineering, and mathematics (STEM) to collaboratively conduct scientifically driven challenges embedded in a mobile learning tool based upon the AAAS Active Explorer platform. The project will be conducted at the Washington National Mall, San Francisco National Golden Gate Park, and the Boston Harbor Islands National Recreation Area, and will study how a mobile technology used in these settings can facilitate learner engagement in science content; how it can affect young adults' engagement in science-learning processes; and whether interest in learning science and technology has been furthered. The 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, including pathways for broadening access to STEM learning experiences and advancing research STEM learning. Research questions will investigate science learning inequalities by addressing how place-based augmented reality games can connect young adults to scientific practices, including observing science phenomena, analyzing data, and communicating findings; how young adults develop science skills related to their science self-efficacy through participation in augmented reality science exploration; and how mobile technologies and gaming can serve as mediators that enable young adults to improve their science identity. In addition to engaging young adults in science activities at the National Parks and increasing their science skills, the project will provide valuable information to National Park staff and scientists to assist them in designing effective tools, resources and experiences to better engage young adults. Research teams will collect data in the form of digital ethnography, focus groups, activity reports, artifacts, and surveys. The project will document learning and engagement through mobile technology in three urban national parks that will involve 60 young adults at each location, and will create innovative measurement tools to monitor how informal settings can leverage the intersections of the arts and sciences to support student engagement and learning.
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at the University of Colorado. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at DePaul University. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
"Birds in the Hood" or "Aves del Barrio" builds on the Cornell Laboratory of Ornithology's (CLO) successful Project Pigeon Watch, and will result in the creation of a web-based citizen science program for urban residents. The primary target audience is urban youth, with an emphasis on those participating in programs at science centers and educational organizations in Philadelphia, Tampa, Milwaukee, Los Angeles, Chicago and New York. Participants will develop science process skills, improve their understanding of scientific processes and design research projects while collecting, submitting and retrieving data on birds found in urban habitats. The three project options include a.) mapping of pigeon and dove habitats and sightings, b.) identifying and counting gulls and c.) recording habitat and bird count data for birds in the local community. Birds in the Hood will support CLO's Urban Bird Studies initiative by contributing data on population, community and landscape level effects on birds. Support materials are web-based, bilingual and include downloadable instructions, tally sheets, exercises and results. The website will also include a web-based magazine with project results and participant contributions. A training video and full color identification posters will also be produced. The program will be piloted at five sites in year one, and then field-tested at 13 sites in year two. Regional dissemination and training will occur in year three. It is anticipated that 5,000 urban bird study groups will be in place by the end of the funding period, representing nearly 50,000 individuals.
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TEAM MEMBERS:
Rick BonneyJohn FitzpatrickMelinda LaBranche
The scientific community is challenged by the need to reach out to students who have traditionally not been attracted to engineering and the sciences. This project would provide a link between the University of Michigan and the teachers and students of secondary education in the State of Michigan with an initial emphasis on southeast Michigan, through the creation of a range of computer services which will provide interactive access to current weather and climate change information. Taking advantage of a unique computer network capacity within the State of Michigan named MichNet which provides local phone ports in virtually every major city in the state, and the resources available to the university community via the University Corporation for Atmospheric Research (UCAR) UNIDATA program, this project would provide secondary schools with access to a state-of-the-art interactive weather information system. The real-time data available via the system, supplemented by interactive computer modules designed in collaboration with earth science teachers, will provide animated background information on a range of climate and weather related topics. While the principal objective of this project will be to provide educationally stimulating interactive computer systems and electronic weather and climate modules for application in inner city Detroit and its environs, the unique nature of the available computer networking will allow virtually every school system in the state to have access. Subsequently successful completion of this project could eventually make the same systems available to other cities and states.
The long-term goal is to broaden our model program that currently targets African-American populations in the national capital area. The aim of the program is to: a) educate junior and senior high students and elementary school teachers directly; and b) provide opportunities for exploration of health-related sciences for the public at large (via an interactive website) so that topics in the biomedical sciences become "friendly and familiar" rather than the existing stereotype that science is erudite, obtuse, and incomprehensible. Specific objectives: (A) Design hands-on experiences in science laboratories and opportunities to interact with scientists in the setting of a sophisticated research institute; especially target under-represented minorities, students from inner city schools and other local schools where science opportunities may be limited. This will include junior and high school students, elementary school teachers, as well as interactions with Children's Museum and other similar organizations. (B) Set up interactive web-based informatics to include: i) a system where high school students could refine the question they are posing for science projects by discussing it with a professional scientist; ii) a general "ask-the-expert" site for science and health issues; iii) a reference site containing the detailed experimental protocols for student experiments; and iv) an interactive resource to aid teachers throughout the U.S. to establish contacts with scientists. The goal of this project is to extend the reach of current health science programs that are targeted to females, African-American junior and senior high school students, and elementary school teachers, located in the Washington, D.C., metropolitan area. The project includes laboratory apprenticeships, student mentoring, and an interactive website to help students and teachers establish contact with scientists nationwide.