Data science is ever-present in modern life. The need to learn with and about data science is becoming increasingly important in a world where the quantity of data is constantly growing, where one’s own data are often being harvested and marketed, where data science career opportunities are rapidly increasing, and where understanding statistics, data sources, and data representation is integral to understanding STEM and the world around us. Museums have the opportunity to play a critical role in introducing the public to data science concepts in ways that center personal relevance, social connections and collaborative learning. However, data science and statistics are difficult concepts to distill and provide meaningful engagement with during the brief learning experiences typical to science museums. This Pilot and Feasibility study brings together data scientists, data science educators, and museum exhibit designers to consider these questions:
What are the important data science concepts for the public to explore and understand in museum exhibits?
How can museum exhibits be designed to support visitors with diverse backgrounds and experiences to engage with these data science concepts?
What principles can shape these designs to promote broadening participation in data science specifically and STEM more broadly?
This Pilot and Feasibility project combines multidisciplinary expert convening, feasibility testing, and early exploratory prototyping around the focal topic of data science exhibits. Project partners, TERC, the Museum of Science, Boston, and The Tech Interactive in San Jose will engage in an iterative process to develop a theoretical grounding and practical guidance for museum practitioners. The project will include two convenings, bringing together teams of experts from the fields of data science, data science education and museum exhibit design. Prior to the first convening, an initial literature summary and a survey of convening participants will be conducted, culminating in a preliminary list of big ideas about data science. Periodically, participants will have the opportunity to rank, annotate and expand this list, as a form of ongoing data collection. During the convenings, participants will explore the preliminary list, share related work from the three disciplines, engage with related data science activities in small groups, and work together to build consensus around promising data science topics and approaches for exhibits. Participant evaluation will allow for iterative improvement of the convenings and the capture of missed points or overlooked topics. After each convening, museum partners will create prototypes that respond to the convening conversations. Prototypes will be pilot tested (evaluated) with an intentionally recruited group of families that includes both frequent visitors and those who are less likely to visit the museum; diversity in terms of race, languages and dis/ability will be reflected in selection. Pilot data collection will consist of structured observations and interviews. Results from the first round of prototyping will be shared with convening participants as a way to modify the list of big ideas and to further interrogate the feasibility of communicating these ideas in an exhibit format. Results from the convenings and from both rounds of prototyping will be combined in a guiding document that will be shared on all three partner websites, and more broadly with the informal STEM learning field. The team will also host a workshop for practitioners interested in designing data science exhibits, and present at a conference focused on museum exhibits and their design.
Vassar College is conducting a 2.5-day conference, as well as pre- and post-conference activities, that convenes a multi-disciplinary, multi-institutional (USA and international) team to conceptualize and plan various research, education and outreach activities in informal learning, focusing on the seminal concept of tensegrity and its applications in many fields of science and mathematics. Tensegrity is the characteristic property of a stable three-dimensional structure consisting of members under tension that are contiguous and members under compression that are not.
The conference will bring together researchers and practitioners in informal learning and researchers in the various disciplines that embrace tensegrity (mathematics, engineering, biology, architecture, and art) to explore the potential that tensegrity has to engage the public in informal settings, especially through direct engagement in creating such structures. 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 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.
To date there have been no sustained informal educational projects and research around the topic of tensegrity. However, there is considerable related work on learning through "making and tinkering" upon which the participants will adapt and expand. The intended conference outcomes are to produce prototypes of activities, a research agenda, and lines of development with the potential to engage the wider public. A key priority of the gathering is the development of new partnerships between researchers and creators of tensegrity systems and the informal learning professionals. The long-term project hypothesis is that children and adults can engage with tensegrity through tinkering with materials and becoming familiar with a growing set of basic structures and their applications. The activities will include evaluation of the conference and a social network analysis of the collaborations that result.
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.
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TEAM MEMBERS:
John McCleary
resourceprojectProfessional Development, Conferences, and Networks
The purpose of this proposal is to convene scholars at a two-day conference to closely examine validity-related measurement issues, create a guidelines for the field of mathematics education research that addresses key ideas (e.g., validity, validity arguments, evidence for validity and measurement at-scale), and set a clear pathway for scholars to discuss quantitative measurement within mathematics education. Invitees will include a mix of young, older and diverse scholars in mathematics education research. Products include refereed journal articles along with a website.
The workshop will engage the Mathematics Education, Policy, Statistical, Psychometrics and other education research communities in examining and critiquing measurement validity evidence of mathematics education research with the long-term goal of increasing the quality of quantitative inference in mathematics education research (to include improvements in the training of doctoral students).
Research on mathematical reasoning and learning has long been a central part of the classroom and formal education literature (e.g., National Research Council, 2001, 2005). However, much less attention has been paid to how children and adults engage with and learn about math outside of school, including everyday settings and designed informal learning environments, such as interactive math exhibits in science centers. With the growing recognition of the importance of informal STEM education (National Research Council, 2009, 2015), researchers, educators, and policymakers are paying more
Making, tinkering, and other informal design and engineering experiences offer rich opportunities to engage
children and adults in mathematics and build mathematical skills, knowledge, and interests. But how can educators
successfully integrate mathematics into these experiences? One approach to answering this question is to better understand how children and adults engage with and think about mathematics outside of school, in every day and informal learning environments. As part of the NSF-funded Math in
the Making project, Pattison, Rubin, and Wright (2016) synthesized the research on
Although there is a growing body of research on mathematics in informal learning environments (Pattison, Rubin, & Wright, 2016; Rubin, Garibay, & Pattison, 2016), less has been done to understand how math can be integrated into other informal STEM education settings or topics, and how this integration might engage those who do not already have positive attitudes about math. Over the last decade there has been a proliferation of out-of-school environments that foster building, making, tinkering, and design activities (Bevan, Gutwill, Petrich, & Wilkinson, 2015; Vossoughi, Escudé, Kong, & Hooper
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, "STEM Learning in Libraries: A National Conference on Needs, Opportunities, and Future Directions," brings together libraries, informal educators and STEM education and research organizations to discuss the role of libraries in STEM out-of-school time (OST) education, share existing programs, define library needs, and develop a research and evaluation agenda. To date, there has not been systematic exploration of the ways that STEM programming occurs in libraries nor of their effectiveness when they do happen. This will be the first conference of its kind and stands to have a high degree of visibility and the potential for broad impact. Principal Investigator Paul Dusenbery, Director of the National Center for Interactive Learning (NCIL) and Executive Director of Space Science Institute, will lead an experienced project team that includes Co-PI Keliann LaConte, Lunar Planetary Institute; Susan Brandehoff, Public Programs Office, American Library Association; and Anne Holland, NCIL. The conference sessions will be organized around four strands: (1) showcasing successful STEM programs and reviewing research and evaluation results on informal STEM learning in public libraries; (2) examining the current needs, barriers, and opportunities of public libraries; (3) elucidating the possible future roles of public libraries in the 21st Century; and (4) identifying promising practices and strategies. Beginning with core members comprised of the project team and organizing committees, the project will create a Leadership Forum for library directors, library science educators, and policy makers, as well as STEM professionals and educators. Conference results will be disseminated through a wide variety of organizational websites: NCIL, ALA, LPI, the conference website, the STAR_Net online community, and CAISE. In 2010, there were nearly 1.6 billion visits to 17,000 public libraries. Library audiences are true reflections of the nation's population - they serve all races, ages, economic backgrounds, and regions of the country. The STEM Learning in Libraries conference will give public libraries, STEM organizations, informal educators, and funders an opportunity to begin a dialogue with implications for profoundly impacting the attitudes of millions of Americans toward STEM topics.
This document was produced by Beck Tench for the Center for Advancement of Informal Science Education (CAISE). It provides visual documentation of the 2014 AISL PI Meeting that was held in Washington, DC.
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TEAM MEMBERS:
Beck TenchCenter for Advancement of Informal Science Education
The Coalition for Science After School was launched January 28, 2004 at the Santa Fe Institute, home to the world’s leading researchers on the study of complexity. Against the dazzling backdrop of the New Mexican mesa, 40 educational leaders from diverse but overlapping domains—science, technology, engineering and mathematics education and after-school programs—met to grapple with three emerging, important trends in youth development and science learning in this country: 1. An explosion in the number of U.S. youth attending after-school programs, and increasing links between school and after
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TEAM MEMBERS:
The Coalition for Science After SchoolLeah Reisman
This paper describes the integration of handheld computer technology into an existing web-based educational platform, the Web-based Inquiry Science Environment (WISE) and the synergy it produces. This solution facilitated a research program that explores how handheld computers (PDAs, palmtops, etc.) can expand the scope and functionality of inquiry activities in K-12 science and mathematics curriculum. The paper presents the WISE software and curriculum and explains how combining it with handheld technology creates unique educational opportunities. It then goes on to describe the system that
From March 26-28, 2014, the Coalition for Science After School (CSAS) hosted its final summit, Passing the Torch: Advancing Opportunity for Quality Science Learning. The Summit was intended to: (1) celebrate a decade of progress in strengthening and expanding STEM learning opportunities in out-of-school time; (2) call attention to critical issues in ensuring that all young people have opportunities for quality STEM experiences in their local communities; and (3) stimulate ideas, strategies, partnerships and commitments to continue to increase opportunities for quality STEM experiences across
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TEAM MEMBERS:
The Coalition for Science After SchoolLeah Reisman
resourceresearchProfessional Development, Conferences, and Networks
Science, technology, engineering, and mathematics (STEM) permeate the modern world. The jobs people do, the foods they eat, the vehicles in which they travel, the information they receive, the medicines they take, and many other facets of modern life are constantly changing as STEM knowledge steadily accumulates. Yet STEM education in the United States, despite the importance of these subjects, is consistently falling short. Many students are not graduating from high school with the knowledge and capacities they will need to pursue STEM careers or understand STEM-related issues in the
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TEAM MEMBERS:
Steve OlsonJay LabovNational Research Council