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.
The Institute for Native Pacific Education and Culture (INPEACE) will create a mobile science exhibit to support improved academic outcomes in science and math for students from pre-school to eighth grade. With the collaboration of science experts, teachers, students, and cultural practitioners, the project team will identify and design three core exhibits using a culture-based educational approach. The project will link indigenous knowledge and practices with scientific theory, providing hands-on experiences designed to engage youth in STEM learning. The 'Ike Hawai'i Science Center Exhibit will visit rural Native Hawaiian communities on O'ahu and at least one other island. It will be available to public audiences of all ages.
Mathematics plays a significant role in understanding and participating in science, technology, and engineering (STEM). Research shows that early mathematics experiences in everyday life are critical to the development of children's mathematical knowledge. This project will explore an innovative approach to fostering parent-child math interactions and conversations related to mathematical ideas. The approach will use community-based, exhibit installations called Mathscapes. These are artistic, culturally relevant, easily accessible, physical installations designed to encourage adults and children (ages 3 to 7) to use their immediate environment to playfully explore key early math concepts. The project also addresses a need for research about the cultural experiences and resources that marginalized children and families bring to mathematical conversations. Understanding parent-child interactions about mathematics community settings could result in new knowledge about early math learning among low income children and parents. As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program 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 exploratory study will design and investigate an innovative approach to encouraging math talk and math-related interactions between parents and children (ages 3-7) through the creation of MathScapes. These are temporary physical installations designed to use the immediate environment to playfully explore mathematical concepts. This study will be conducted in two Boston neighborhoods that are populated by low-income, non-dominant minority and immigrant families. Adopting a case study approach, the project will use observational methods, discourse analysis of parent/child talk, and interviews to study the interactions of 200 families at two neighborhood Mathscape installations. LENA devices will be used to capture parent/child talk at the Mathscapes while researchers use observational methods to document participant interactions, talk, and gestures. Data sources will include audio recordings of family talk, field notes of family interactions at Mathscape installations, surveys, and interviews. A qualitative approach will be used to produce research findings at multiple levels. The focus of the analysis will be to understand if this approach enhances the quality and quantity of math talk between parents and children. The project will be carried out by a research-practice-community partnership in Boston, Massachusetts that includes community mathematics educators, education researchers, and participating children and families. The design of community installations could promote engagement with math through adult/child conversations in culturally-relevant contexts situated in the local environment. By addressing the cultural experiences and resources of young people, the project could greatly enhance our understanding of how to leverage the resources that children and families bring to engaging with mathematics.
This 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.
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TEAM MEMBERS:
Omowale MosesDanny MartinCatherine O'ConnorNermeen Darshoush
The Oregon Museum of Science and Industry (OMSI), located in Portland, is a hands-on science museum. In 2013, OMSI received funding from the National Science Foundation for the project Researching the Value of Educator Actions for Learning (REVEAL) to study how museum educators can better help families learn math while interacting with museum exhibits. Through REVEAL, OMSI was able to partner with Adelante Mujeres, a non-profit community organization located in Forest Grove that educates and empowers Latina women and their families. Here we share some of the lessons learned from the
Utah Valley University (UVU) with partners Weber State University (WSU) and American Indian Services (AIS) are implementing UTAH PREP (PREParation for STEM Careers) to address the need for early preparation in mathematics to strengthen and invigorate the secondary-to-postsecondary-to-career STEM pipeline. As the preliminary groundwork for UTAH PREP, each partner currently hosts a PREP program (UVU PREP, WSU PREP, and AIS PREP) that identifies low-income, under-represented minority, first-generation, and female students entering seventh grade who have interest and aptitude in math and science, and involves them in a seven-week, three-year summer intensive program integrating STEM courses and activities. The course content blends skill-building academics with engaging experiences that promote a clear understanding of how mathematical concepts and procedures are applied in various fields of science and engineering. Courses are enhanced through special projects, field trips, college campus visits, and the annual Sci-Tech EXPO. The purpose of the program is to motivate and prepare participants from diverse backgrounds to complete a rigorous program of mathematics in high school so that they can successfully pursue STEM studies and careers, which are vital to advancing the regional and national welfare.
UTAH PREP is based on the TexPREP program that originated at the University of Texas at San Antonio and which was named as one of the Bright Spots in Hispanic Education by the White House Initiative on Educational Excellence for Hispanics in 2015. TexPREP was adapted by UVU for use in Utah for non-minority serving institutions and in regions with lower minority populations, but with great academic and college participation disparity. With NSF funding for a two-year pilot program, the project partners are building UTAH PREP through a networked improvement community, collective impact approach that, if demonstrably successful, has the ability to scale to a national level. This pilot program's objectives include: 1) creating a UTAH PREP collaboration with commitments to a common set of objectives and common set of plans to achieve them; 2) strengthening existing PREP programs and initiating UTAH PREP at two or three other institutions of higher education in Utah, each building a sustainable local support network; 3) developing a shared measurement system to assess the impact of UTAH PREP programs, adaptations, and mutually reinforcing activities on students, including those from groups that are underrepresented in STEM disciplines; and 4) initiating a backbone organization that will support future scaling of the program's impact.
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TEAM MEMBERS:
Daniel HornsAndrew StoneVioleta Vasilevska
This study was a longitudinal summative evaluation of repeat visitors’ experiences in four Math Moves! exhibitions that were developed as part of a large collaborative exhibition development project called Math Core for Museums, and mounted at four museums around the country: Museum of Science (Boston); Museum of Life & Science (Durham, NC); Explora (Albuquerque); and Science Museum of Minnesota (St. Paul). The summative evaluation purposively selected four family groups at each institution and collected naturalistic data as the 16 groups engaged with the exhibits from 4-6 times over a two
This poster was presented at the 2016 Advancing Informal STEM Learning (AISL) PI Meeting held in Bethesda, MD on February 29-March 2. REVEAL is using a two-phase research design, including a phase 1 design-based research study followed by a phase 2 experimental study, to investigate and measure the impact of staff facilitation on family mathematical discourse at exhibits and identify factors that influence the outcomes of these interactions. The project has an emphasis on culturally responsive research and education approaches.
The Exploratorium, in collaboration with the Boys and Girls Club Columbia Park (BGC) in the Mission District of San Francisco, is implementing a two-year exploratory project designed to support informal education in science, technology, engineering, and mathematics (STEM) within underserved Latino communities. Building off of and expanding on non-STEM-related efforts in a few major U.S. cities and Europe, the Exploratorium, BGC, and residents of the District will engage in a STEM exhibit and program co-development process that will physically convert metered parking spaces in front of the Club into transformative public places called "parklets." The BGC parklet will feature interactive, bilingual science and technology exhibits, programs and events targeting audiences including youth ages 8 - 17 and intergenerational families and groups primarily in the Mission District and users of the BGC. Parklet exhibits and programs will focus on STEM content related to "Observing the Urban Environment," with a focus on community sustainability. The project explores one approach to working with and engaging the public in their everyday environment with relevant STEM learning experiences. The development and evaluation processes are being positioned as a model for possible expansion throughout the city and to other cities.
This report addresses findings from the Bilingual Exhibit Research Initiative (BERI), a National Science Foundation-‐funded project (NSF DRL#1265662) through the Advancing Informal STEM Learning (AISL) program. This Pathways (planning grant) project was a 3-‐year project designed to better understand current practices in bilingual exhibitions and Spanish-‐speaking visitors’ uses and perceptions of bilingual exhibitions. Responding to a lack of extensive evaluation or audience research in informal science education (ISE) bilingual interpretation, the Bilingual Exhibit Research Initiative
This report describes a summative evaluation of Secrets of Circles, a 2,600 square foot exhibition created by Children's Discovery Museum of San Jose and funded by the National Science Foundation. The exhibition and related programs were designed to highlight the uses of circles and wheels in everyday life. Circles have properties that make them extremely effective as an engineering tool, and they are ubiquitous in cultures around the world. The appendix of this report inclues interview and observation protocols and questionnaires used in this study.
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Sue AllenChildren's Discovery Museum of San Jose
resourceprojectProfessional Development, Conferences, and Networks
Many museums currently produce bilingual exhibits, but very little research exists to inform practice. The Bilingual Exhibits Research Initiative (BERI), funded by the Advancing Informal STEM Learning (AISL) program at the National Science Foundation, addressed this critical knowledge gap. This exploratory research project investigated 1) current professional approaches to producing bilingual exhibits and 2) how bilingual exhibits provide opportunities for Spanish-speaking Latinos to engage in informal science learning. BERI's research with museum and science center staff documents current professional knowledge, concerns, opportunities, and constraints involved in the creation of bilingual exhibits. BERI's research with visitors explores how content and design affords and constrains visitors' engagement in museums and science centers. This work will inform professionals about the relevant factors and potential consequences of their decisions related to bilingual exhibits.
Children's Discovery Museum of San Jose seeks National Science Foundation grant support in the amount of $381,000 (55% of a total project cost of $693,188) to develop over a 24-month period a series of interactive exhibits exploring the subject of rhythm, including both obvious and lesser known manifestations within the natural and physical worlds. Drawing upon the scientific disciplines of mathematics, biology, physics and psychology, RHYTHM takes as its construct the idea of time, the articulation of which means for apprehending and understanding rhythm. Working with outside advisors in science education and specific content areas, Co-PI Michael Oppenheimer will develop and build 20 exhibits, which will be semi- permanently installed at Children's Discovery Museum and accessible to our annual visitor population of 350,000; exhibits will also be profiled on "Kids" Clubhouse," a television program developed jointly by the Museum and our local PBS affiliate, KTEH/54, viewed by 55,000 weekly. Matching funds are also being requested to support curricular materials and a traveling version of RHYTHM. Over a 2-year, 8-site tour the Association of Science and Technology Centers projects that the series will reach a national audience of more than 1,000,000 children and adults. As a comprehensive project, RHYTHM provides a compelling model for addressing imperatives articulated in Science for All Americans, the landmark report issued by Project 2061 of the American Association for the Advancement of Science. Located in San Jose, California, the Museum serves an expanding urban area characterized by extraordinary ethnic diversity: Santa Clara County's 1.5 million residents are 42% non-Anglo, while San Jose is 50.8% Hispanic, Asian and Black.
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TEAM MEMBERS:
Sally OsbergKoen LiemTom NielsenMichael Oppenheimer