New York City is a leader in Open Data initiatives, and has a large and diverse population. This project studies informal data science learning at workshops and trainings associated with NYC’s open data ecosystem.
This poster was presented at the 2021 NSF AISL Awardee Meeting.
This AISL Pilots and Feasibility project will study the data science learning that takes place as members of the public explore and analyze open civic data related to their everyday lives. Government services, such as education, transportation, and non-emergency municipal requests, are becoming increasingly digital. Generally, program workshops and events may be able to support participants in using such data to answer their own questions, such as: "How do City agencies respond to noise in my neighborhood?" and "How do waste and recycling services in my neighborhood compare with others?" This project seeks to understanding how such programs are designed and facilitated to support diverse communities in accessing and meaningfully analyzing data will promote innovation and knowledge building in informal data science education. The team will begin by summarizing best practices in data science education from a variety of fields. Next they will explore the design and impacts of two programs in New York City, a leader in publicly available Open Data initiatives. This phase will explore activities and facilitation approaches, participants' objectives and data literacy skills practice, and begin to identify potential barriers to entry and levels of participation. Finally, the team will build capacity for other similar organizations to explore and understand their impacts on community members' engagement with civic data. This pilot study will establish preliminary evidence of the effectiveness of these programs, and in turn, inform future research into the identifying and amplifying best practices to support public engagement with data.
This research team will begin by synthesizing data science learning best practices based on varied literatures and surveys with academic and practitioner experts.
Synthesis results will be applied as a lens to gather preliminary evidence regarding the impacts of two programs on participants' data science practices and understanding of the nature of data in the context of civics. The programs include one offered by the Mayor's Office of Data Analytics (MODA), which is the NYC agency with overall responsibility for the City's Open Data programs, and BetaNYC, a leading nonprofit organization working to improve lives through civic design, technology, and engagement with government open data. The research design triangulates ethnographic observations and artifacts, pre and post adapted surveys, and interviews with participants and facilitators. Researchers will identify programmatic metrics and adapts existing measures to assess various outcomes related to public engagement with data, including: question formulation, data set selection and manipulation, the use of data to make inferences, and understanding variability, sampling and context. These metrics will be shared through an initial assessment framework for data science learning in the context of community engagement with civic open data. Researchers will also begin to identify barriers to broader participation through literature synthesis, interviews with participants and facilitators, and conversations with other organizations in our networks, such as NYC Community Boards. Findings will determine the suitability of the programs under study and inform future research to identify and amplify best practices in supporting public engagement with data.
This project is funded by the NSF Advancing Informal STEM Learning program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.
This Pilots and Feasibility Studies award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
This Research Advanced by Interdisciplinary Science and Engineering (RAISE) project is supported by the Division of Research on Learning in the Education and Human Resources Directorate and by the Division of Computing and Communication Foundations in the Computer and Information Science and Engineering Directorate. This interdisciplinary project integrates historical insights from geometric design principles used to craft classical stringed instruments during the Renaissance era with modern insights drawn from computer science principles. The project applies abstract mathematical concepts toward the making and designing of furniture, buildings, paintings, and instruments through a specific example: the making and designing of classical stringed instruments. The research can help instrument makers employ customized software to facilitate a comparison of historical designs that draws on both geometrical proofs and evidence from art history. The project's impacts include the potential to shift in fundamental ways not only how makers think about design and the process of making but also how computer scientists use foundational concepts from programming languages to inform the representation of physical objects. Furthermore, this project develops an alternate teaching method to help students understand mathematics in creative ways and offers specific guidance to current luthiers in areas such as designing the physical structure of a stringed instrument to improve acoustical effect.
The project develops a domain-specific functional programming language based on straight-edge and compass constructions and applies it in three complementary directions. The first direction develops software tools (compilers) to inform the construction of classical stringed instruments based on geometric design principles applied during the Renaissance era. The second direction develops an analytical and computational understanding of the art history of these instruments and explores extensions to other maker domains. The third direction uses this domain-specific language to design an educational software tool. The tool uses a calculative and constructive method to teach Euclidean geometry at the pre-college level and complements the traditional algebraic, proof-based teaching method. The representation of instrument forms by high-level programming abstractions also facilitates their manufacture, with particular focus on the arching of the front and back carved plates --- of considerable acoustic significance --- through the use of computer numerically controlled (CNC) methods. The project's novelties include the domain-specific language itself, which is a programmable form of synthetic geometry, largely without numbers; its application within the contemporary process of violin making and in other maker domains; its use as a foundation for a computational art history, providing analytical insights into the evolution of classical stringed instrument design and its related material culture; and as a constructional, computational approach to teaching geometry.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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 proposed effort embraces broad participation by the three Ute tribes, History Colorado, and scientists in the field of archaeology to investigate and integrate traditional ecological knowledge and contemporary Western science. The project will preserve knowledge from the Ute peoples of Colorado and Utah, including traditional technology, ethnobotany, engineering and math. Results from this project will inform educational efforts in similar communities.
This project will build on the long-standing collaborations between History Colorado (HC), the Southern Ute Indian Tribe, Ute Mountain Ute Tribe and Ute Indian Tribe, Uintah & Ouray Reservation, and the Dominguez Archaeological Research Group DARG). HC will implement and evaluate a regional informal learning collaboration focused on Ute traditional and contemporary STEM knowledge serving over 128,000 learners through tribal programs, local history museums and educational networks. This project will advance the understanding of integrated knowledge and the role of Ute people as STEM learners and practitioners. This Informal Science Learning project will increase lifelong STEM learning in rural communities and create a replicable model for collaboration among tribes, history museums, and scientists.
In this article, science center and museum professionals from around the world share ways that they are engaging visitors in hands-on innovation. Work from the following organizations are discussed: Exploratorium, Discovery Center of Idaho, Lawrence Hall of Science, Iridescent, Conner Prairie Interactive History Park, Ideum, Discovery Place, Ontario Science Centre, Bootheel Youth Museum, Science Centre Singapore, Children's Museum of Phoenix, Discovery Museums (Acton, MA), Discovery Center of Springfield, Missouri, Museum of Science, Boston, Questacon--The National Science and Technology
"Let's Talk" will bring together professionals who are engaged in facilitating, evaluating or studying dialogue in STEM and history-based institutions for a symposium in Summer of 2015 structured as a 'meta-conversation' about what we know about dialogue. The project addresses the lack of a generalizable body of knowledge about dialogue, the need for instructional models and theory to inform the use of Dialogue programming, and the opportunity to prepare future museum professionals. Co-PI's: Kris Morrissey and Robert Garfinkle. Key activities include: Research Synthesis Paper; Symposium of professionals across STEM and history-based museums; Development of theory-based resources.
This article discusses a 1988-1990 study that analyzed the effectiveness of a collaborative effort between a museum and a school system to build an integrated curriculum package. The partners included the York County School System (VA) and the Yorktown Victory Center (operated by the Jamestown-Yorktown Foundation). The theme of the curriculum was 18th Century Medicine and the unit was designed to enhance the science, math, and social studies instruction of fourth graders.
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TEAM MEMBERS:
Ronald GieseJudy Davis-DorseyJoseph Gutierrez
The Institute for Learning Innovation, in collaboration with Mary Miss Studio and the Institute for Urban Design, is conducting an exploratory research and development project on sustainable practices related to the built infrastructure of New York City. The work will (1) pilot test and study new interpretive strategies for urban "place-based" public learning experiences that focus pedestrians' attention on a city's ecology and existing built sustainability infrastructure; (2) engage urban design professionals and STEM researchers to explore how these new strategies have the potential to transform how urban design fields inform, dialog and interact with the public about sustainable urban design and planning; and (3) assess the effectiveness of these public interpretation programs on STEM learning beyond traditional Informal Science Learning Environments (ISEs) such as science museums. Project participants also include faculty from the City College of NY Graduate Program in Urban Design, STEM faculty from Columbia University, and staff of the Provisions Library in Washington, D.C. The project is an early phase of the "City as Living Laboratory" initiative that can leverage the Rockefeller Foundation-funded Urban Design Week program in New York City scheduled to occur September 15 - 20, 2011. This request to NSF adds an additional track to the process to specifically focus on STEM learning and urban sustainability. From the promotional materials: "The Institute for Urban Design is currently preparing for the first annual Urban Design Week, a public festival created to engage New Yorkers in the fascinating and complex issues of the public realm and celebrate the city's exceptional urbanity. Through a rich roster of charettes, summits, installations, film screenings, exhibitions, and tours, Urban Design Week will draw in citizens from every borough and walk of life and highlight the idea that cities are made by collective effort, and that each of us can be a part of that great endeavor." The project goal is to generate new models for public engagement with science in the city environment and to explore how urban designers and planners, as they design for sustainability, can more effectively collaborate with STEM researchers and with the public. The project has both research and programmatic deliverables. Research activities include: Public Audiences: observational study of pedestrians in the installation environment; intercept surveys of the public about their experiences with the streetscape installations. Professional Audiences: pre-installation surveys on the role of public space science interpretation for altering public discourse about urban planning and sustainable cities; focus group assessment of professionals' experiences with observing public interactions with the installations; online delayed- post experience survey on learning outcomes in terms of knowledge, attitude, motivation and anticipated impacts on professional practices; analysis of blog postings and public media surrounding the installation; survey of attendees at an ISE forum on the project, its goals, outcomes and potential for future developments. Programmatic deliverables include: a workshop that engages urban design students in the development of experimental streetscape installations; a pilot installation on streets in the City College of NY (consistent with approvals already received by NYC Dept. of Transportation); a City as Living Laboratory art-science workshop for Urban Design Week professionals to highlight possible benefits of inter-disciplinary collaboration; a panel discussion around new forms of citizen engagement through a "city as a science learning environment"; a forum specifically for ISE professionals to explore the research findings and potential for use as a strategy to increase science learning in city places.
The University of Central Florida Media Convergence Laboratory, New York Hall of Science, and the Queens Museum of Art are developing a 3-D, multi-user virtual environment (MUVE) of the 1964/65 New York World's Fair. Virtual fairgoers of all ages will be immersed in an accurately modeled historical world with more than 140 pavilions on science, technology, engineering, and mathematics (STEM) disciplines and an array arts and humanities exhibits. The virtual world can be freely explored through self-designed avatars, and avatar-led guided tours. Discovery Points throughout the virtual environment will afford opportunities for in-depth engagement in STEM topics that will empower participants to explore the broader consequences of technological innovations. The centerpiece of user-generated content is FutureFair, an area where online users can create and share their personal visions of the future. Interconnections reaches beyond its virtual component through its partnership with the New York Hall of Science and the Queens Museum of Art, which are both situated in the heart of Queens in Flushing Meadows Corona Park, a 1255 acre urban park that hosted the 1939/1940 and 1964/65 Fairs. The New York Hall of Science will provide face-to-face youth workshops that employ problem-based learning. Single and multi-session programs will connect adolescents to STEM content presented at the Fair through the virtual world environment. Participants will create multimedia content for inclusion in the project's website. Multi-touch interactive stations at the Queens Museum of Art will enhance their NY World's Fair Exhibit Hall by empowering visitors to individually or collectively explore various STEM topics and the symbiotic relationships between STEM and the humanities, and by serving as an attractor for visitors to the online Fair exploration. The project will be completed in time for the 50th Anniversary celebration of the 1964 World's Fair. Building upon prior research on learning in virtual worlds, the project team will investigate how STEM concepts are advanced in a simulated multi-user virtual environment and studying the effectiveness of using Virtual Docents as enhancements to the informal learning process. The research and development deliverables have strong potential to advance the state of informal science education, research on modeling and simulation in virtual world development, and education research. Michigan Technological University will conduct the project formative and summative evaluations.
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TEAM MEMBERS:
Lori WaltersMichael MoshellCharles HughesEileen Smith
Learning to Work with the Public in the Context of Local Systemic Change is a five-year Teacher Enhancement initiative to build a knowledge base and develop the necessary tools and resources for teachers and administrators to engage with their parents and public in pursuit of quality mathematics, and to prepare teacher leaders and administrators to successfully lead these efforts in their schools. The project has three major components: (1) focused and sustained work with teachers, administrators, school boards, parents and the public in strategically located current and potential NSF-supported Local Systemic Change communities; (2) the development and implementation of mathematics sessions and materials designed for parents/public and informed by the project's research/findings, and the preparation of teacher leaders and administrators to conduct these sessions within their own communities; and (3) dissemination conferences and other outreach activities. More specifically, the project will (a) engage in studies that identify the elements critical for successful intervention with parents and the public, (b) develop materials that can be used by lead teachers and other educational leaders to work with peer teachers and the broader public in their home communities, and (c) provide the professional development necessary to support implementation. The plan of work for the project is designed around the following questions: (1) What does it take to secure a public that is knowledgeable of issues in mathematics education and knowledgeable of what it means to teach important and relevant mathematics for understanding? (2) Will a knowledgeable public support and/or actively advocate for mathematics reform? If so, what is the nature of their advocacy? (3) What impact will a knowledgeable and/or proactive public have on the efforts of current and potential Local Systemic Change (LSC) projects to improve the quality of mathematics instruction in schools? (4) Are there critical times during mathematics restructuring efforts when parent engagement is essential? If so, what are those times and what is the nature of support needed? (5) What are the critical issues and caveats that need to be considered in designing and delivering successful mathematics education sessions for parents and the public? (6) What kinds of public engagement can best be accomplished by teacher leaders working within their own communities? What kinds of support do local leaders need in order to work successfully with parents and the public? (7) What kinds of public engagement can best be accomplished by national mathematics education leaders who come into a community on a limited basis? The work to be performed in the project is a carefully designed effort to develop a more practice-based understanding of the critical elements needed for productive public involvement in support of quality mathematics. Sites participating in the plan of work are Portland (OR), St. Vrain (CO), and San Francisco (CA). Resources and tools (e.g., deliverables) planned include professional development materials that can be used by teacher leaders and administrators as they work with peer teachers, as well as with parents and the public; rough-cut video tapes that are potentially useful in these professional development sessions; and a website. Cost sharing is derived from participating school districts and the Exxon and Intel Foundations.
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TEAM MEMBERS:
Ruth ParkerJaneane GolliherDominic PeressiniLisa Adajian
The Education Development Center, Incorporated, requests $2,081,018 to create informal learning opportunities in science, mathematics, engineering and technology utilizing the study of the ancient African civilization of Nubia as context. Educational activities and resources will be developed based on the extensive ongoing archeological research on historical Nubia. The two main components of the project are a traveling exhibit with related educational materials and a website that will provide the target audience an opportunity to access extensive on-line resources and activities. The project will provide community outreach and professional development for educators in museums, community groups, schools and libraries. The project is designed for thirty-six months' duration. In year one, a network of collaborators in the Boston area will focus on research and development; in year two, project materials will be piloted and evaluated in six cities, and on-line professional development programs will be conducted; and in year three, project materials will be disseminated directly to 60 sites and more broadly via the internet.
Blackside, Inc. is producing a television series and an outreach component about minority scientists. The goals of the six-hour prime-time series, "Breakthrough: People of Color in Science," are to raise the consciousness of the general public that is largely unaware of the significant contribution of scientists of color and to provide role models that will encourage young people to consider science and engineering careers. The programs will feature the work of contemporary African-American, Latino and Native American scientists and engineers who are active in cell biology, astrophysics, applied mathematics and other fields of science. The stories of their scientific achievements will present both women and men, old and young, at different stages of their careers, and will explore the professional, educational and social worlds they live and work in. Viewers will have immediate access to a comprehensive follow-up effort that will connect them with local, regional and national opportunities in informal science education. Blackside will collect information from existing resources and institutions as well using source material from several extensively researched databases geared toward minority students. Using all of this information, Blackside will create a metadatabase that will connect teachers, parents, mentors, and students to a rich variety of educational programs: extracurricular classes, mentoring programs, national science contests, teacher training workshops, and a myriad of on-line services. To ensure immediate access and, where possible, to customize the information to viewers needs, Blackside will disseminate it through a variety of means: an 800-number with a direct fax-back capability, an on-line service, a CD-ROM, and a printed packet delivered by mail. A principal target audience is gatekeepers in students' lives: parents, teachers, and scientists interested in becoming mentors. The target audience also includes students from fourth th rough twelfth grades. Joseph Blatt will serve a PI for this project and co-executive producer for the television series. His previous experience include serving as executive producer of "Scientific American FRONTIERS" and as a producer/director for several NOVA programs. He also has been executive producer for three television series/college credit courses in mathematics. Henry Hampton will be the other co-executive producer. He was the creator and executive producer of the 14-hour, award winning series, "Eyes on the Prize," about America's civil rights movement. The principal educational consultant will be Ceasar McDowell, assistant professor of education at the Harvard Graduate School of Education. Michael Ambrosino, the original executive producer of NOVA, will be the principal science television consultant.