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.
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 pilot and feasibility project addresses the needs of youth (ages 10-19) who are deaf or hard of hearing and use either English or American Sign Language as their preferred method of communication. The project will develop and study video stories from members of the STEM workforce who are deaf or hard of hearing. Youth will view these videos on the web at home or at an afterschool program. These stories will help the youth become aware of the range of STEM careers that are available and their potential to pursue and succeed in these occupations. One of the biggest challenges young persons who are deaf or hard of hearing face is not having role models who are members of the STEM workforce. Without these role models they are not aware of the possibility that they could work in these fields. Several studies indicate that seeing other people with disabilities having success in STEM boosts self-confidence. Exposure to deaf role models allows deaf student to identify with successful deaf people and consequently believe they themselves could accomplish goals they previously thought out of their reach. Project collaborators include Gallaudet University Regional Center, Northeast Deaf & Hard of Hearing Service, Boys & Girls Club of Lynn, MA, and Bridge Multimedia.
The project will advance knowledge in the field of deaf education in informal settings. The research questions are: 1) How do adolescents who are deaf or hard of hearing integrate and use digital versions of firsthand stories from members of the STEM workforce? 2) How do parents and club leaders make use of the stories? 3) What kind of outcomes are made possible by using the stories such as interest in STEM careers 4) What modifications and additional would improve the stories to make them more useful and effective? 5) What dissemination strategies would maximize story use? The project will do a formative evaluation of the pilot videos using a sample of 30 family groups and 10 boys? and girls? participants. Families will meet with researchers at one of the collaborating institutions (Gallaudet University Regional Center East, Northeast Deaf & Hard of Hearing Service or TERC) depending on where they live. The researcher will work with one family or adolescent at a time. They will view the videos on a computer while the researchers observe and record data. After viewing the videos, researchers will ask them questions about what they learned, what might be added, changed, or improved. They will be asked to look at the videos later on their home computers and do things such as select a STEM career for further research. Additional data collection will involve completing a post-use online survey for adolescents and their parents.
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.