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.
People of color who live in low income, urban communities experience lower levels of educational attainment than whites and continue to be underrepresented in science at all educational and professional levels. It is widely accepted that this underrepresentation in science is related, not only to processes of historical exclusion and racism, but to how science is commonly taught and that investigating authentic, relevant science questions can improve engagement and learning of underrepresented students. Approaching science in these ways, however, requires new teaching practices, including ways of relating cross-culturally. In addition to inequity in science and broader educational outcomes, people of color from low income, urban communities experience high rates of certain health problems that can be directly or indirectly linked to mosquitoes. Recognizing that undertaking public health research and preventative outreach efforts in these communities is challenging, there is a critical need for an innovative approach that leverages local youth resources for epidemiological inquiry and education. Such an approach would motivate the pursuit of science among historically-excluded youth while, additionally, involving pre-service, in-service, and informal educators in joint participatory inquiry structured around opportunities to learn and practice authentic, ambitious science teaching and learning.
Our long-term goal is to interrupt the reproduction of educational and health disparities in a low-income, urban context and to support historically-excluded youth in their trajectories toward science. This will be accomplished through the overall objective of this project to promote authentic science, ambitious teaching, and an orientation to science pursuits among elementary students participating in a university-school-community partnership promise program, through inquiry focused on mosquitoes and human health. The following specific aims will be pursued in support of the objective:
1. Historically-excluded youth will develop authentic science knowledge, skills, and dispositions, as well as curiosity, interest, and positive identification with science, and motivation for continued science study by participating in a scientific community and engaging in the activities and discourses of the discipline. Teams of students and educators will engage in community-based participatory research aimed at assessing and responding to health and well-being issues that are linked to mosquitoes in urban, low-income communities. In addition, the study of mosquitoes will engage student curiosity and interest, enhance their positive identification with science, and motivate their continued study.
2. Informal and formal science educators will demonstrate competence in authentic and ambitious science teaching and model an affirming orientation toward cultural diversity in science. Pre-service, in-service, and informal educators will participate in courses and summer institutes where they will be exposed to ambitious teaching practices and gain proficiency, through reflective processes such as video study, in adapting traditional science curricula to authentic science goals that meet the needs of historically excluded youth.
3. Residents in the community will display more accurate understandings and transformed practices with respect to mosquitoes in the urban ecosystem in service of enhanced health and well-being. Residents will learn from an array of youth-produced, culturally responsive educational materials that will be part of an ongoing outreach and prevention campaign to raise community awareness of the interplay between humans and mosquitoes.
These outcomes are expected to have an important positive impact because they have potential for improving both immediate and long-term educational and health outcomes of youth and other residents in a low-income, urban community.
DATE:
-
TEAM MEMBERS:
Katherine Richardson BrunaLyric Colleen Bartholomay
The dramatic decline in youth interest in science, technology, engineering and mathematics (STEM) during adolescence, both in the USA and internationally, has been a phenomenon of societal concern for several decades. The Synergies project was launched to help deal with this issue. In this paper, we report findings from the first two years of our longitudinal survey research. We sought to understand the nature of the STEM-related interests of 10-/11-year-old youth living in a single urban community and the factors that seem to influence whether these various dimensions of interest increase
The Cyberlearning and Future Learning Technologies Program funds efforts that will help in envisioning the next generation of learning technologies and advancing what we know about how people learn in technology-rich environments. Development and Implementation (DIP) Projects build on proof-of-concept work that showed the possibilities of the proposed new type of learning technology, and project teams build and refine a minimally-viable example of their proposed innovation that allows them to understand how such technology should be designed and used in the future and answer questions about how people learn with technology. Although for years researchers have believed technology could afford anytime-anywhere learning, we still don't understand how learners behave differently across contexts, such as home, school, and in the community, and how to get youth to identify as learners across those contexts. This proposal aims to use mobile devices and strategically placed shared kiosks to 'scientize' youth in two low-income communities. Through strategic partnerships with community organizations, educators, and families, the innovation is to get primary and middle-school students engaging in scientific inquiry in the context of their neighborhoods. Research will help determine how the technology can best be deployed, but also answer important questions about how communities can provide support to help kids think like scientists and identify with science. This project will design and implement ubiquitous technology tools that include mobile social media and tangible, community displays (collectively called ScienceKit) that are deeply embedded into two urban neighborhoods, and demonstrate how such ubiquitous technologies and related cyberlearning strategies are vital to improve information flow and coordination across a neighborhood ecosystem, in order to create environments where children can connect their science learning across contexts and time (e.g. scientizing). A program called ScienceEverywhere comprised of partnerships between tightly connected neighborhood organizations with mentors, teachers, parents, and researchers will help learners develop scientifically literate practices both in and out of school, and will demonstrate students' learning to their communities. Research will consist of mixed methods studies of use of the tools, including iterative design-based research, ethnography, and the use of participant observers from the community; these will be triangulated with usage logs of the technologies and content analysis of microblogs by the learners on their identities and interests. Discourse analysis of interviews with focal learners will orient the qualitative work on identity development, and analysis using activity theory will inform the influences of the social practices and sociotechnical systems on learner trajectories. Formative evaluation will help shed light on if and how the sociotechnical system promotes STEM literacy and STEM identity development.
This project will research factors influencing the implementation of programs designed to increase diverse participation in informal science. The goal is to provide the informal science education field with information and tools that will help them design effective programs that more effectively engage a broad range of diverse audiences. The project has two major components. First, the project will research the implementation of a citizen science project, Celebrate Urban Birds (CUB), in major U.S. cities. Citizen science projects involve public volunteers in gathering scientifically valid data as part of ongoing research. Second, building on results of the research, the project will launch a website and learning community (called a Community of Practice or CoP) supporting informal science educators that are involved in designing and implementing informal science programs with an emphasis on engaging diverse participants. The project will be lead by the Cornell Lab of Ornithology (CLO), a leader in designing and researching citizen science projects, in collaboration with the Association of Science-Technology Centers (ASTC) and five science center members of ASTC, where the CUB program will be implemented and researched. The objective of the research is to better understand contextual factors and how they impact implementation even when accepted practices are followed. Such research is key not only to revealing accepted practices but also to understanding how projects are implemented in the face of concrete operational, cultural, economic, and demographic variables. The research will use a comparative case study approach, which is designed for studies requiring holistic, in-depth investigation. The development of the website and the CoP will be guided by a Network Improvement Strategy, a research-based approach to designing educational CoPs. The development of the CoP will involve the project stakeholders including the informal science organization practitioners, community organization representatives, CUB staff, ASTC staff, advisors and consultants. This strategy will allow the project team and pilot sites to leverage their diverse experiences and skill sets to improve practice; provide space for researchers and practitioners to work together as partners; and develop a nuanced set of strategies that can be implemented across a variety of organizational contexts.
The Global Soundscapes! Big Data, Big Screens, Open Ears Project uses the new science of soundscape ecology to design a variety of informal science learning experiences that engage participants through acoustic discovery Soundscape ecology is an interdisciplinary science that studies how humans relate to place through sound and how humans influence the environment through the alteration of natural sound composition. The project includes: (1) an interface to the NSF-funded Global Sustainable Soundscapes Network, which includes 12 universities around the world; (2) sound-based learning experiences targeting middle-school students (grades 5-8), visually impaired and urban students, and the general public; and (3) professional development for informal science educators. Project educational components include: the first interactive, sound-based digital theater experience; hands-on Your Ecosystem Listening Labs (YELLS), a 1-2 day program for school classes and out-of school groups; a soundscape database that will assist researchers in developing a soundscape Big Database; and iListen, a virtual online portal for learning and discovery about soundscape. The project team includes Purdue-based researchers involved in soundscape and other ecological research; Foxfire Interactive, an award-winning educational media company; science museum partners with digital theaters; the National Audubon Society and its national network of field stations; the Perkins School for the Blind; and Multimedia Research (as the external evaluator).
Capitalizing on the appeal of the PBS KIDS project PLUM LANDING, PLUM RX will research and develop resources to help families and educators infuse environmental science learning into outdoor prescription programs, while ensuring they are appropriate for broad use in other informal settings. The growing outdoor prescription movement is designed to increase the amount of time children spend outside in nature. Programs are structured so that health care providers write "prescriptions" for children to engage in outdoor activity, and informal educators "fill" these prescriptions by facilitating youth and family participation in outdoor activities. There is preliminary evidence that these programs are getting kids outside, but best practices for transitioning "get outside" programs to become "get outside and learn about the environment" programs remain unidentified. PLUM RX is designed to build this knowledge and create resources that are responsive to the needs of both English and Spanish-speaking urban families. The project will work with informal educators and families through multiple cycles of implementation and revision, testing and refining PLUM LANDING resources (animations, videos, games, hands-on science activities, and support materials for informal educators and families), with the goal of designing an effective and accessible PLUM RX Toolkit for national dissemination. This 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 (Science, Technology, Engineering, Mathematics) learning in informal environments. The proposed research is designed to ensure that the PLUM RX Toolkit--the resources and support materials--will meet the needs of educators working in non-specialized urban settings. Education Development Center (EDC) and WGBH developers will collaborate on design-based research at three urban outdoor prescription programs serving low-income families: Philadelphia Nature Rx in Philadelphia, PA; Outdoors Rx in Boston, MA; and Portland Rx Play in Portland, OR. Moving through cycles of implementation, observation, analysis, and revision, the research team will work closely with educators, families, and developers to determine how the programmatic and structural features of the learning environment, the actions of the educators, and the intervention itself can most effectively support children and families' outdoor exploration in urban contexts. Toolkit materials will include resources for kids and families (including Spanish-speaking families) and informal educators (including those who work with families and directly with children in out-of-school settings). Directors from the three urban outdoor prescription programs will contribute to every phase of the research process, including recruiting families and youth who will participate in a weekly sequence of activities. The overarching focus of the analysis process will be on systematically describing the interaction between two dimensions of implementation: What happened during pilot implementations, and the factors that constrained or supported implementation as planned; and the quality of what happened, which will be defined with reference to the intended impacts. EDC will use a structured descriptive coding process to analyze the qualitative evidence gathered through interviews and observations during design and testing periods. Products of the research activities will include: a series of formative memos to the development team; a report mapping changes made to PLUM RX Toolkit materials in response to formative input and the intended impact of those changes; and findings regarding commonalities and differences across sites in the interaction of local contextual factors and the implementation success of the PLUM RX Toolkit. Concord Evaluation Group (CEG) will provide independent, summative evaluation of the project. Through this process, PLUM RX will build broader knowledge about how to design educational resources, geared for both families and informal educators, which respond to the unique challenges of exploring environmental science in urban environments.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative resources for use in a variety of settings. This project will develop and study a cyber-enhanced informal learning environment to improve observational practices and classification skills among citizen scientists. The project will focus on the taxonomic identification skills needed by volunteers to provide high-quality data for water quality monitoring of local streams, lakes, estuaries, wetlands, and ground water resources. To make the task of identifying freshwater insects easier and more engaging, the project will develop an innovative educational resource, the Macroinvertebrate Identification Training Environment, that will use zoomable high-resolution images, interactive media, and annotations of diagnostic features to improve perceptual skills. The goal is to increase the confidence and accuracy of volunteers engaged in identification tasks, while also increasing the reliability and quality of the data they are generating for purposes of scientific research and conservation efforts. This interdisciplinary design research and development project will use networked gigapixel image technology to create a visual environment where users can move seamlessly from full panoramic views of macroinvertebrates to extreme close-ups, with embedded text, images, graphics, audio, and video at various locations and zoom levels. This system will be developed in concert with a cognitive apprenticeship training model designed through a series of design studies. The design studies will be conducted over a two-year period and will include examination of the distinguishing features of various biomonitoring programs, reviews of existing training materials and strategies, expert performance analysis of professional entomologists, and development of user interface features. Project developers will collaborate with five regional volunteer biomonitoring organizations to engage a diverse set of volunteers in the design process, including rural populations, older adults, urban youth, and the trainers who support them. The project work will consist of four integrated strands of activity: design-based learning research, creation of an entomological teaching collection, cyberplatform development, and the external evaluation of the training system. The resulting Macroinvertebrate Identification Training Environment will be evaluated in terms of its impacts on volunteer accuracy, confidence, and engagement in taxonomic classification activities related to macroinvertebrates. The impacts of the learning system on trainers and volunteer biomonitoring organizations will also be examined.