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.
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
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.
DATE:
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.
DATE:
-
TEAM MEMBERS:
Valerie TaylorCharles IsbellJeffrey ForbesUniversity of Chicago
resourceprojectProfessional Development, Conferences, and Networks
Science, Technology, Engineering, and Mathematics (STEM) education and workforce development in the US are critical for global competitiveness and national security. However, the U.S. is facing a decrease in entrants to the STEM workforce which is not shared evenly across demographics. Specifically, women, underrepresented minorities, and people with disabilities obtain STEM degrees and enter the STEM workforce at levels significantly below their demographic representation in the U.S. The National Science Foundation's (NSF) Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science (NSF INCLUDES) program supports models, networks, partnerships and research to ensure the broadening participation in STEM of women, members of racial and ethnic groups that have been historically underrepresented, persons of low socio-economic status, and people with disabilities. This conference focuses on collective impact as a strategy to address the broadening participation challenge. Collective impact is distinguished from collaboration in that the alliances require a backbone organization to succeed. The goal of this project is to organize a conference to inform backbone organizations toward broadening participation in STEM education and the workforce.
The conference takes place at the University of California, San Diego January 20-22, 2017 and brings together Project Investigators from the Design and Development pilots, along with stakeholders in broadening participation in STEM on a local, regional, and national scale. The overarching goal of the conference is to develop the knowledge base of participants in the application of the collective impact model, and the role of backbone organizations to address specific issues and transition points of the STEM pipeline. Conference participants include K-12, community college, and university representatives; leaders in graduate education, policy makers and private sector employers. The conference includes plenary sessions, flash presentations, and interactive workgroups engaged in the development of collective impact approaches to problems in Broadening Participation in STEM. Workgroups share their insights, and audience feedback is electronically curated via Twitter and Storify. To respond in real time to participant questions or insights this conference uses the innovative platform, IdeaWave, to solicit, sort and value ideas from the attendees before, during, and after the conference. Conference results are integrated into a final report to inform the NSF INCLUDES Alliances backbone organizations. The intellectual merit of the project is that it advances knowledge about the barriers to broadening participation in STEM education and the workforce, the collective impact model, and the role of the backbone organization to guide the vision and strategy, and support the activities, evaluation, and communication of the NSF INCLUDES Alliances. The broader impact of this project is that it benefits society by informing backbone organizations, which leads to broadening participation of the STEM workforce and ultimately increases U.S. global competitiveness and national security.
DATE:
-
TEAM MEMBERS:
Kim Barrett
resourceprojectProfessional Development, Conferences, and Networks
The National Science Foundation's (NSF)Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science (NSF INCLUDES) program supports models, networks, partnerships and research to ensure the broadening participation in STEM of women, members of racial and ethnic groups that have been historically underrepresented, persons of low socio-economic status, and people with disabilities.
The University of Akron will convene a two-day conference to develop a backbone organization to support the preparation and advancement of underrepresented minorities K-12 through careers in the biosciences, a high growth area for engineering (biomechanics, biometrics and biomaterials). This conference draws on the expertise of a wide range of organizations, professional associations, K-20+, community based organizations, industry and museums. The intent is to strengthen the network among participants and leverage learning on how to engage youth in the biosciences.
The results of this first conference will be a white paper that will be disseminated to several professional societies that outlines a backbone infrastructure for addressing both short-term and longer-term aspects of an NSF INCLUDES alliance centered on bioengineering, biomechanics, biomedical engineering and biomaterials.
DATE:
-
TEAM MEMBERS:
Brian DavisCarin HelferRouzbeh Amini
resourceprojectProfessional Development, Conferences, and Networks
This award supports a conference entitled "Accelerating Data-Driven Collaboration for Large-Scale Progress" which will support the progress of INCLUDES (Inclusion across the Nation of Communities of Learners that have been Underrepresented for Diversity in Engineering and Science) Launch Pilots toward their broadening participation goals. The issues and challenges affecting the persistence of students of color, students from low-income households, females, and students with disabilities in STEM learning surpass the scope of programs designed to promote awareness of STEM career options. The Launch Pilots will need technical assistance to leverage their strategic plans, become poised for the next level of becoming an Alliance, and ultimately show impact that results in large-scale progress.
The conference will support the Launch Pilots in their broadening participation goals by providing opportunities to (1) develop innovative new ways to gather data and make evidence-based decisions, (2) connect with best practices on the frontiers of data-driven collaboration, and (3) apply new knowledge and innovations to their projects that address societal needs. The overarching design of Data-Driven Collaboration is to facilitate the sharing of ideas, struggles, and promising practices in a collaborative and participatory manner. This will occur by fostering a network improvement community (within and across Launch Pilots), engaging participants in systems thinking and problem-solving through collaborative modeling, and a 2.5-day Public Support and Engagement Lab conference. Launch Pilots who engage support from Data-Driven Collaboration will have a variety of technical assistance services available between November 2016 and April 2017.
DATE:
-
TEAM MEMBERS:
Alexis PetriRonda Jenson
resourceprojectProfessional Development, Conferences, and Networks
The National Science Foundation's (NSF) Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science (NSF INCLUDES) intiative supports models, networks, partnerships and research to ensure the broadening participation in STEM of women, members of racial and ethnic groups that have been historically underrepresented, persons of low socio-economic status, and people with disabilities.
The University of Cincinnati, lead for a tri-state (OH, KY, IN) project, will convene a three-day conference to convene national and local experts to explore the best practices that support the development of a backbone organization in the context of using a social innovation model for broadening participation in STEM. The intent is to strengthen the network among participants and leverage learning from the Cincinnati Strive experience with collective impact across the Midwest and beyond.
Results from the NextLivesHere: Social Change Innovation Summit, will be disseminated in the tri-state region through the Greater Cincinnati STEM Collaborative (GCSC and the Ohio STEM Learning Network (OSLN). National dissemination will occur through informal and formal STEM professional organizations and publications as well as through participation in the NSF-developed national backbone organization.
DATE:
-
TEAM MEMBERS:
Kathie MaynardRoss MeyerShiloh TurnerGeoffrey ZimmermanGisela Escoe
resourceprojectProfessional Development, Conferences, and Networks
The NSF INCLUDES program supports models, networks, partnerships and research to ensure the broadening participation in STEM of women, members of racial and ethnic groups that have been historically underrepresented, persons of low socio-economic status, and people with disabilities.
The University of California-Irvine (UCI), in partnership with the University of California-San Diego and the University of California-Davis will convene a state-wide conference on inclusion in science, technology, engineering and mathematics (STEM) higher education. The California STEM INCLUDES Conference and Network will share best practices for promoting STEM inclusion and provide an infrastructure to further these practices and track the outcomes. The purpose of the conference is to form a backbone for a large regional network in support of the National Science Foundation's Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science (NSF INCLUDES) initiative.
The five goals of the conference are to:
--increase California educator awareness of demographic gaps in STEM participation and the research on factors influencing such participation gaps;
--engage participants in discussion of promising practices for increasing STEM inclusion
--broaden the impact of existing successful programs for STEM inclusion, through program modification and replication, scale-up, and increased collaboration;
--create a mechanism for sustained discussion, sharing and collaboration around STEM inclusion across California institutions;
--create central repository and common standards for reporting on STEM inclusion and implementation program impact for the state.
Approximately 340 individuals serving a broad cross-section of California's K-12, higher education, public, private and non-profit constituencies will participate in 2 ½ days of intense dialogue on topics such as data and research, successful implementations and sustainable networks for collaboration and sharing. The conference will be held in Spring 2017.
DATE:
-
TEAM MEMBERS:
Michael DenninSarah Eichhorn
resourceprojectProfessional Development, Conferences, and Networks
This award supports the collaborative efforts of the National Alliance for Partnerships in Equity Education Foundation, FSG, the Aspen Institute, the Collective Impact Forum, 100Kin10, National Girls Collaborative Project, Women in Engineering Pro-Active Network, MentorNet, Science Museum of Minnesota, Changing Communities, National GEM Consortium, American Society for Engineering Education and the Education Development Center to implement a project to inform the design of the National Science Foundation's (NSF) Inclusion across the National of Communities of Learners of Underrepresented Discoverers in Engineering and Science(INCLUDES)Initiative. The NSF INCLUDES program supports models, networks, partnerships and research to ensure the broadening participation in STEM of women, members of racial and ethnic groups that have been historically underrepresented, persons of low socio-economic status, and people with disabilities. The purpose of this conference is to inform the most critical design features of the structures and supports needed so that the NSF INCLUDES Alliance mini-backbones and the National backbone can work effectively and build the capacity to transform the STEM ecosystem.
This conference will bring together the most qualified current experts in inter-organizational collaboration, intersectionality and broadening participation in STEM to apply their collective wisdom to the design of the support structures of the NSF INCLUDES Alliances and National Network. Applying the understanding of complexity theory, adaptive leadership, intersectionality and collaboration models to the field of broadening participation in STEM has the potential to disrupt the current system enough to build capacity to create impactful Alliances. The outcomes of this convening have the potential to advance knowledge for all organizations working to broaden impact in STEM as well as those applying inter-organizational collaboration to the field of social innovation. Using intersectionality as a lens in developing more effective collaborative efforts that are responsive to the organizational partners and the context of the communities they serve can add a critical element to this field. The diverse members of the organizing committee can disseminate the results of this work to multiple networks where the results can impact the practice of inter-organizational collaboration and broadening participation in STEM.
Auburn University, Alabama State University, Tuskegee University and Vanderbilt University will lead this Design and Development Launch Pilot to form the SouthEast Alliance for Persons with Disabilities in STEM (SEAPD-STEM), eventually creating a network of 21 universities and colleges, as well as additional community colleges and high schools, in the southeastern U.S. and Washington, DC. This project was created in response to the Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science (NSF INCLUDES) program solicitation (NSF 16-544). The INCLUDES program is a comprehensive national initiative designed to enhance U.S. leadership in science, technology, engineering and mathematics (STEM) discoveries and innovations focused on NSF's commitment to diversity, inclusion, and broadening participation in these fields. The INCLUDES Design and Development Launch Pilots represent bold, innovative ways for solving a broadening participation challenge in STEM.
The full participation of all of America's STEM talent is critical to the advancement of science and engineering for national security, health and prosperity. Our nation is advancing knowledge and practices to address the STEM education practices for recruiting, better educating, retaining and graduating STEM secondary and postsecondary students with disabilities (SWDs) at our nation's high schools, colleges and universities. However SWDs historically underperform in STEM at the secondary and postsecondary levels. This project, NSF INCLUDES: SEAPD-STEM, has the potential to significantly advance a collaborative approach by a group of organizations to improve the success of SWDs in STEM disciplines.
The project builds on the existing Alabama Alliance for Students with Disabilities in STEM (AASD-STEM), a NSF-funded model, and includes a plan to form a larger regional alliance focused on training STEM SWDs across the academic pathway from high school through postdoctoral training and entry into faculty positions. The collaboration addresses five goals: (1) To increase the quality and quantity of SWDs completing associate, undergraduate, and graduate degrees in STEM disciplines and entering the STEM workforce, (2) To increase the quality and quantity of post-doctoral fellows and junior faculty with disabilities in STEM fields, (3) To improve academic performance of students with disabilities in secondary level science and mathematics courses, (4) To enhance communication and collaboration among post-secondary institutions in addressing the education of SWDs in STEM disciplines, and (5) To assess project activities to understand what works to support the matriculation and retention of STEM SWDs in science followed by broad dissemination through workshops, conference presentations, webinars, and peer-reviewed publications. The team proposes the following project activities in the pilot: (1) Implementing a Bridge Model at 13 partner institutions, including Alabama State University, Auburn University, Auburn University Montgomery, Gallaudet University, Jackson State University, Middle Tennessee State University, Southern Union State Community College, Troy University, Tuskegee University, the University of Alabama Birmingham, the University of Tennessee, the University of West Georgia and Xavier University of Louisiana (2) Implementing SEAPD-STEM training workshops, (3) Implementing NSF INCLUDES Alliances planning workshops in each participating state, at Kennesaw State University, Tougaloo College, the University of Alabama in Hunstville, Vanderbilt University and Xavier University of Louisiana, (4) Gathering enrollment, retention, and graduation baseline data for STEM SWDs by race, ethnicity, and gender at 21 colleges and universities institutions, (5) Identifying high schools and school districts for each of the participating institutions for outreach activities, (6) Adding at least one community college to partner with SEAPD-STEM college or university, (7) Engaging additional partners including national and local labs, non-profits, federal agencies, industry, foundations, and state governments for additional funding and/or internships for participating SEAPD-STEM students. The project team will implement a plan to scale approaches and develop an alliance of institutions to maximize potential project outcomes now and in the future.
The Association of Public and Land-Grant Universities (APLU) will lead this Design and Development Launch Pilot to conduct activities aimed to increase the number of STEM faculty at APLU member universities from underrepresented and traditionally underserved groups: Women, historically underrepresented minorities (URM), persons with disabilities (PWD), and people from low socioeconomic backgrounds. This project was created in response to the Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science (NSF INCLUDES) program solicitation (NSF 16-544). The INCLUDES program is a comprehensive national initiative designed to enhance U.S. leadership in science, technology, engineering and mathematics (STEM) discoveries and innovations focused on NSF's commitment to diversity, inclusion, and broadening participation in these fields. The INCLUDES Design and Development Launch Pilots represent bold, innovative ways for solving a broadening participation challenge in STEM.
The full participation of all of America's STEM talent is critical to the advancement of science and engineering for national security, health and prosperity. Our nation is advancing knowledge and practices to address a STEM achievement and the graduation gap between postsecondary STEM students who are women, URM, PWD, and persons from low socioeconomic backgrounds and males, non-URM, non-PWD, and persons from middle and upper socioeconomic backgrounds. At the same time U.S. universities and colleges struggle to recruit, retain and promote a diverse STEM faculty as role models and academic leaders for historically underrepresented and traditionally underserved students to learn from, to work with and to emulate. Recent NSF reports indicate that URM STEM associate and full professors occupy 8% of the senior faculty positions at all 4-year colleges and universities and about 6% of these positions at the nation's most research-intensive institutions. The APLU INCLUDES: A Collective Impact Approach to Broadening Participation in the STEM Professoriate has the potential to advance a national network of organizations to improve the representation of women, URMs, PWDs and persons from low socioeconomic backgrounds in STEM faculty positions, eventually providing URM STEM role models to STEM undergraduate and graduate students at postsecondary academic institutions across the Nation.
APLU will work closely with multiple organizations to address key objectives, including the American Association for the Advancement of Science, the Center for the Integration of Research, Teaching and Learning, the Collaborative on Academic Careers in Higher Education, the Committee on Institutional Cooperation (recently renamed the Big Ten Academic Alliance), the Council of Graduate Schools, the Florida Education Fund's McKnight Doctoral Fellowship Program, Southern Regional Education Board State Doctoral Scholars Program and the University of California's Office of the President. Together this network plans to connect APLU member institutions and experts to (1) develop and test a set of diagnostic tools and practices for recruiting, hiring, retaining and supporting faculty, to (2) identify a set of institutional activities to increase participation along STEM pathways toward the professoriate, to engage a group of institutions to collectively implement one or more of the activities, and to (3) evaluate the adequacy and coverage current data sources and metrics available to track students from entry into postsecondary education through the professoriate.
DATE:
-
TEAM MEMBERS:
Howard GobsteinAlan MabeTravis YorkChristine KellerKimberly Griffin