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 Habitot Children's Museum will renovate its Rocketship and Mission Control exhibition to increase functionality, making it more accessible and interactive for parents, caregivers, and children. With input from the community and a professional advisory group of museum professionals, early learning specialists, space scientists and parents, the museum will refurbish, update, and improve exhibition access for children with special needs by completing previously identified universal design requirements; adding interactive components that support young children's need for open-ended, play-based experiences to build strong STEM learning foundations; and addressing adult visitors' needs to have defined roles in exhibition spaces to better engage with their children. A customized, observation-based evaluation tool will be used to measure the identified project outcomes.
This poster was presented at the 2021 NSF AISL Awardee Meeting.
Persons who are deaf or hard of hearing are underrepresented in the STEM workforce. A key factor is lack of awareness of STEM careers or of examples of STEM professionals. SWS has developed 8 video stories for viewing at home or while attending a boys and girls club. Evaluation will provide new knowledge about design, use, and potential impact of the stories on our audience’s interest in pursuing STEM and possibly a STEM career.
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.
Science Hunters is an outreach project which employs the computer game Minecraft to engage children with scientific learning and research through school visits, events, and extracurricular clubs. We principally target children who may experience barriers to accessing Higher Education, including low socioeconomic status, being the first in their family to attend university, and disability (including Special Educational Needs). The Minecraft platform encourages teamwork and makes science learning accessible and entertaining for children, irrespective of background. We employ a flexible approach
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TEAM MEMBERS:
Laura HobbsCarly StevensJackie HartleyCalum Hartley
This report summarizes the ideas and conversations of the CAISE Broadening Participation Task Force, which was led by the authors, along with James Bell, Principal Investigator and project director of CAISE (see informalscience.org/bp-task-force). The task force was instrumental in identifying key ideas and challenges to the field, providing edits and input into the report, developing and drafting the associated practice briefs, and piloting the materials.
Across the nation, many are undertaking efforts to significantly transform who participates in science, technology, engineering, and
Diversity among scientists can foster better science, yet engaging and retaining a diversity of students and researchers in science has been difficult. Actions that promote diversity are well defined, organizations are increasingly focused on diversity, and many institutions are developing initiatives to recruit and enroll students from underrepresented minority (URM) groups (racial, ethnic, gender, sexual identity, or persons with disabilities). Yet representation of URM groups in science, technology, engineering, and math (STEM) fields lag behind demographics in society at large, and many
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TEAM MEMBERS:
Chandler PurittyLynette R. StricklandEanas AliaBenjamin BlonderEmily KleinMichael T. KohlEaryn McGeeMaclovia QuintanaRobyn E. RidleyBeth TellmanLeah R. Gerber
Slides from the January 30, 2018 Webinar present information for preparing proposals for the NSF INCLUDES Alliance Solicitation (NSF 18-529). Includes a brief description of NSF INCLUDES, an explanation of Collaborative Change strategies and the NSF INCLUDES 5 elements of collaborative change, proposal recommendations, details on the NSF cooperative agreements and the NSF Merit Review criteria, and provides useful resources.
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TEAM MEMBERS:
Jolene JessePaige Smith
resourceprojectProfessional Development, Conferences, and Networks
The goal of FLIP (Diversifying Future Leadership in the Professoriate), an NSF INCLUDES Design and Development Launch Pilot, is to address the broadening participation challenge of increasing the diversity of the future leadership in the professoriate in computing at research universities as a way to achieve diversity across the field. According to the 2016 CRA Taulbee Survey, only 4.3% of the tenure-track faculty at PhD-granting universities are from underrepresented minorities. This challenge is important to address because diverse faculty contributes to academia in the following critical ways: serve as excellent role models for a diverse study body, bring diverse backgrounds to the student programs and policies developed by the department, and bring diverse perspectives to the research projects and programs. Further, the focus is on research universities, because in practice, key national leadership roles, such as serving on national committees that impact thefield of computing, often come from research universities.
The shared purpose and broad vision of the FLIP launch pilot is to increase faculty diversity in computing at research universities by increasing the diversity of PhD graduates from the top producers of computing faculty. The focus is on four underrepresented groups in computing: African Americans; Hispanics; Native Americans and indigenous peoples; and Persons with Disabilities. The long-term goal is to pursue this vision through strategic partnerships with those institutions that are the top producers of computing faculty and organizations that focus on diverse students in STEM, as well as partnerships that collectively adopt proven strategies for recruiting, graduating, and preparing a diverse set of doctoral students for academic careers. The purpose of the pilot is to establish a unified approach across the different partners that will build upon proven strategies to develop novel practices for increasing the diversity of the PhD graduates from key institutions, thereby increasing the faculty diversity in computing at research universities. For the pilot, FLIP will focus on recruitment and admissions and professional development for current PhD students.
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TEAM MEMBERS:
Valerie TaylorCharles IsbellJeffrey ForbesUniversity of Chicago
Physical science and engineering remain the least diverse of all STEM fields---with regard to women, underrepresented minorities, and persons with disabilities---across all levels of STEM education and training. SCI-STEPS is an NSF INCLUDES Design and Development Launch Pilot that will address this persistent challenge by developing a complete end-to-end pipeline (or system of pathways) from the beginning of college to the PhD, and then into the workforce. Many isolated efforts to broaden participation have shown promise, but they have not produced big enough impact. SCI-STEPS represents a concerted set of coordinated interventions---consciously facilitated, systemically linked, and purposefully disseminated. SCI-STEPS represents a broad regional network among major research universities, Historically Black Colleges and Universities, comprehensive universities, community colleges, national labs, and major scientific organizations. The goal of the network is to ensure that underrepresented individuals in the physical sciences and engineering can get from their starting point in STEM higher education---freshmen at 2-year or 4-year college---through the higher education pathways leading to an appropriate terminal degree and employment in the STEM workforce.
Women, underrepresented minorities, and persons with disabilities collectively represent the majority of college-age individuals entering higher education with an expressed interest in physical science and engineering. A growing body of research indicates that academic and social integration may be even more influential than academic abilities for retention of students. Thus, interventions aimed at stemming the losses of these individuals must ultimately be aimed at changing the system---including unwelcoming institutional climates, racial/ethnic/gender stereotyping, a lack of mentors with whom to identify, and evaluation methods that emphasize conformity over individual capabilities---rather than changing the individual. The SCI-STEPS pilot focuses effort on institutional readiness for implementation of best practice interventions at four key junctures: (i) college freshman to sophomore; (ii) undergraduate to graduate; (iii) PhD to postdoc; and (iv) postdoc to workforce.The pilot will proceed in three steps: (1) a planning phase, (2) development of an initial end-to-end pathways model with four Juncture Transition teams, and (3) scale-up of the SCI-STEPS "network of networks" with all initial partners. By addressing these objectives through a collective impact framework and embedded research, this pilot will demonstrate how best-practice interventions at each pathway juncture can be dovetailed and scaled up across a broad range of institutional types and across a large but distinct geographical area. Addressing these objectives will thus also serve to advance Broadening Participation efforts at a national scale, by suggesting the forms of institutional partnerships and best-practices that may inform other alliances in other STEM disciplines and/or different regional areas.
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TEAM MEMBERS:
Keivan StassunNicole JosephKelly Holley-BockelmannWilliam RobinsonRoger Chalkley
Environmental education is about creating healthier communities for all—with ecological integrity, shared prosperity, and social equity as our long-term goals. Environmental educators have been working in, with, and for communities for decades. As communities have evolved, so has the field of environmental education. In creating the Community Engagement: Guidelines for Excellence, NAAEE brings the field’s professional standards to environmental educators’ dynamic work in today’s communities.
Why are these guidelines important? Environmental educators everywhere work in a constantly shifting
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TEAM MEMBERS:
North American Association for Environmental Education (NAAEE)Michele ArchieSusan ClarkJudy Braus