Increasingly, the prosperity, innovation and security of individuals and communities depend on a big data literate society. Yet conspicuously absent from the big data revolution is the field of teaching and learning. The revolution in big data must match a complementary revolution in a new kind of literacy, through a significant infusion of STEM education with the kinds of skills that the revolution in 21st century data-driven science demands. This project represents a concerted effort to determine what it means to be a big data literate citizen, information worker, researcher, or policymaker; to identify the quality of learning resources and programs to improve big data literacy; and to chart a path forward that will bridge big data practice with big data learning, education and career readiness.
Through a process of inquiry research and capacity-building, New York Hall of Science will bring together experts from member institutions of the Northeast Big Data Innovation Hub to galvanize big data communities of practice around education, identify and articulate the nature and quality of extant big data education resources and draft a set of big data literacy principles. The results of this planning process will be a planning document for a Big Data Literacy Spoke that will form an initiative to develop frameworks, strategies and scope and sequence to advance lifelong big data literacy for grades P-20 and across learning settings; and devise, implement, and evaluate programs, curricula and interventions to improve big data literacy for all. The planning document will articulate the findings of the inquiry research and evaluation to provide a practical tool to inform and cultivate other initiatives in data literacy both within the Northeast Big Data Innovation Hub and beyond.
By engaging diverse publics in immersive and deliberative learning forums, this three-year project will use NOAA data and expertise to strengthen community resilience and decision-making around a variety of climate and weather-related hazards across the United States. Led by Arizona State University’s Consortium for Science, Policy & Outcomes and the Museum of Science Boston, the project will develop citizen forums hosted by regional science centers to create a new, replicable model for learning and engagement. These forums, to be hosted initially in Boston and Phoenix and then expanded to an additional six sites around the U.S., will facilitate public deliberation on real-world issues of concern to local communities, including rising sea levels, extreme precipitation, heat waves, and drought. The forums will identify and clarify citizen values and perspectives while creating stakeholder networks in support of local resilience measures. The forum materials developed in collaboration with NOAA will foster better understanding of environmental changes and best practices for improving community resiliency, and will create a suite of materials and case studies adaptable for use by science centers, teachers, and students. With regional science centers bringing together the public, scientific experts, and local officials, the project will create resilience-centered partnerships and a framework for learning and engagement that can be replicated nationwide.
The “Fourth Industrial Revolution” is transforming the world of work. Just as it happened with the technologies of the steam, electricity and computer revolutions, digital technologies are now becoming pervasive and reshaping all parts of the global economy. The computing industry’s rate of job creation in the U.S. is now three times the U.S. national average. This rapid expansion of the computing workforce means that computing skills – with coding at the core – are the most sought-after skills in the American job market.
Yet amid this boom, research by Accenture and Girls Who Code shows
This project will coordinate and focus existing educational elements with the common goal of increasing the participation of underrepresented minorities in STEM degree programs and the STEM workforce. This goal will help the US maintain its leadership in science and engineering innovation while supporting the expansion of the talent pool needed to fuel economic growth in technical areas. The program will feature an assessment system that addresses both social influence factors and the transfer of STEM skills with the aim of identifying the reasons that underrepresented minorities leave the STEM pipeline. By including both curricular and extracurricular elements of the STEM pipeline, ranging from middle school through college, the program will be able to respond quickly to findings from the assessment component and take proactive steps to retain STEM students and maintain their self perception as future scientists or engineers.
The program proposes to assess, unite and coordinate elements in the New Mexico STEM pipeline with the ultimate goal of increasing the participation of underrepresented groups in the STEM workforce. The need to grow a diverse science, technology, engineering and mathematics (STEM) workforce is recognized throughout the State of New Mexico, and beyond, by both the public and private sectors. The project develops a crosscutting assessment system that addresses both social influence factors and the skills component of STEM education. The project develops a collective impact framework aimed at increasing the participation of underrepresented minorities in the STEM workforce and implements a common assessment system for students in the 6-20+ STEM pipeline. This assessment system will address both social influence factors and the transfer of STEM related skills with the aim of building a research base to investigate why students from underrepresented minorities leave the STEM pipeline. The output from this research will drive the development of a set of best practices for increasing retention and a scheme for improving the integration of minority students into the STEM community. The retention model developed as part of the program will be shared with the STEM partners through a series of workshops with the goal of developing a more coordinated approach to the retention of underrepresented minorities. The program focuses on a small set of STEM programs with existing connections to the College of Engineering.
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TEAM MEMBERS:
Steven StochajPatricia SullivanLuis Vazquez
resourceprojectProfessional Development, Conferences, and Networks
Jobs are growing most rapidly in areas that require STEM knowledge, causing business leaders to seek skilled American workers now and in the near future. Increase in the number of students pursuing engineering degrees is taking place but the percentages of underrepresented students in the engineering pipeline remains low. To address the challenge of increasing the participation of underrepresented groups in engineering, the National Society of Black Engineers, the American Indian Science and Engineering Society, the Society of Hispanic Professional Engineers, and the Society of Women Engineers have formed the 50K Coalition, a collaborative of over 40 organizations committed to increasing the number of bachelors degrees awarded to women and minorities from 30,000 annually to 50,000 by 2025, a 66% increase. The 50K Coalition is using the Collective Impact framework to develop an evidence-based approach that drives management decision-making, improvements, sharing of information, and collective action to achieve success. The first convening of the 50K Coalition in April, 2016, brought together 83 leaders of the engineering community representing 13 professional societies with over 700,000 members, deans of engineering, minority engineering and women in engineering administrators from 11 leading colleges of engineering, and corporate partners representing six global industries. Consensus was reached on the following Common Agenda items: 1.) Undergraduate support and retention; 2.) Public awareness and marketing; 3.) K-12 support; 4.) Community College linkages; 5.) Culture and climate. The Coalition will encourage member organizations to develop new programs and scale existing programs to reach the goal.
The Coalition will use shared metrics to track progress: AP® Calculus completion and high school graduation rates; undergraduate freshmen retention rates; community college transfer rates and number of engineering degrees awarded. The 50K Coalition will develop the other elements of the Collective Impact framework: Infrastructure and effective decision-making processes that will become the backbone organization with a focus on data management, communications and dissemination; a system of continuous communication including Basecamp, website, the annual Engineering Scorecard, WebEx hosted meetings and convenings; and mutually reinforcing activities such as programs, courses, seminars, webinars, workshops, promotional campaigns, policy initiatives, and institutional capacity building efforts. The National Academy of Sciences study, Expanding Underrepresented Minority Participation: America's Science and Technology Talent at the Crossroads recommended that professional associations make recruitment and retention of underrepresented groups an organizational goal and implement programs designed to reach that goal by working with their membership, academic institutions and funding agencies on new initiatives. While these types of organizations work together now in a variety of ways, the relationships are one-on-one. The 50K Coalition brings together, for the first time professional societies, engineering schools, and industry to consider what mutually reinforcing activities can most effectively encourage students from underrepresented groups to complete calculus and graduate from 4-year engineering programs.
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TEAM MEMBERS:
Karl ReidBarry CorderoSarah EcohawkKaren Horting
Public libraries are becoming an important place for informal science, technology, engineering and mathematics (STEM) education for K-12 students and their families, as well as for adult education activities that support STEM workforce development. This report provides public librarians, administrators and collaborating organizations a brief background on the role that libraries can play in fostering a healthy STEM education ecosystem, as well as promising practices for implementing effective STEM programs in public libraries.
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Annette ShtivelbandLauren RiendeauAmanda Wallander-RobertsRobert Jakubowski
This is a two-year "Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science" (INCLUDES) Design and Development Launch Pilot targeting high school students in the Hudson Valley, including the New York Metropolitan Area. It will support a network of institutional partners that are committed to providing internship and mentoring opportunities to youths interested in authentic research projects. The proposed work will build on a current research immersion program--the Secondary School Field Research Program (SSFRP) at Columbia University's Lamont-Doherty Earth Observatory. SSFRP serves high school students, mainly from underrepresented and underserved communities, who work with college students, science teachers, and researchers around a specific science problem. Over the past decade, the program has had demonstrable impact, including attendance to college, and students' selection of STEM majors. Tracking data indicates that retention rates of its alumni in four-year colleges are well above the norm, and a significant fraction of early participants are now in graduate programs in science or engineering. The program has surpassed all expectations in its effectiveness at engaging underserved populations in science and promoting entry into college, recruitment into STEM majors, and retention through undergraduate and into graduate studies. Hence, the project's overall goal will be to extend and adapt the research-immersive summer internship model through an alliance with peer research institutions, school districts and networks, public land and resource management agencies, private funding agencies, informal educational institutions, and experts in pedagogical modeling, metrics, and evaluation. Focused on earth and environmental sciences, the summer and year-round mentoring model will allow high school students to work in research teams led by college students and teachers under the direction of research scientists. The mentoring model will be multilayered, with peer, near-peer, and researcher-student relationships interweaving throughout the learning process.
The project has formulated a set of testable explanatory hypotheses: (1) Beyond specific subject knowledge, success rests on increased student engagement in a community of practice, with near-peer mentors, teachers, and scientists in the context of scientific research; (2) The intensity of engagement also shifts the students' vision of their future to include higher education, and specifically to imagine and move toward a STEM career; and (3) Early engagement, before students attend college, is critical because high school is where students form patterns of engagement and capacities related to science learning. Thus, the immediate goal of the two-year plan will be to create approximately 11 research internship programs focused on earth and environmental sciences, and to build the networks for growth through engagement with a wider community of educational partners. The main focus of this approach will be removing barriers between high school students and STEM organizations, and adapting the current mentoring model at Columbia University to the specific cultures of other research groups and internship programs throughout the lower Hudson Valley. The team has already assembled a diverse set of partners committed to broadening participation in STEM using a collective impact approach to early engagement in project-based learning. Research partners will provide the mentors, research projects, and laboratory facilities. The educational network partners will provide access for students, particularly those from under-resourced communities to participate, as well as participation opportunities for interested teachers. Informal learning organizations will provide access to field and research sites, along with research dissemination opportunities. In Year 1, the project will conduct a series of development workshops for partners already in place and foster the formation of new partnership clusters according to shared interest, complementary resources and geographic proximity. The workshops will provide a forum for partners to learn about each other's visions, values, challenges, and existing structures, while working through theoretical and practical issues related to STEM engagement for young investigators. In Year 2, the project will target the implementation of the internship programs at various sites according to the agreed-upon goals, program model, research projects, recruitment and retention strategy, staff training, data collection, and evaluation plans. An external evaluator will address both the formative and summative evaluation of the effort directed toward examining the three project's hypotheses concerning the educational impacts of scientific research on student engagement, extent of the immersion, and overall effectiveness of the programs.
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TEAM MEMBERS:
Robert NewtonLuo Cassie XuMargie TurrinEinat LevMatthew Palmer
Computer science education is rapidly being recognized as essential for all students to develop into successful citizens of the 21st century. A diverse group of stakeholders, including educators, business and industry, policymakers, and parents all agree on the importance of computer science. Significant workforce needs in particular are driving the push for computer science education. In comparison to all other U.S. job categories, computing is projected to have the largest percent growth between 2014 and 2024. And this projected growth may not even entirely capture the full number of
According to the Harvard Family Research Project (2010), schools need collaborative partners to help children and youth thrive. For over a decade, afterschool programs have been positioning themselves as viable partners. After all, afterschool programs challenge students’ thinking, teach collaboration, and help children and youth find their passion.
The America After 3PM survey is the nation’s most comprehensive household survey of how children spend the hours after school and asks parents and guardians of school-age children in the United States about availability and access to after-school programs. The 2014 survey, which followed prior surveys conducted in 2004 and 2009, reveals that over the past decade, the number of children in after-school programs has grown from 6.5 million to more than 10 million. Parents of an additional 19.4 million children would enroll their children in a program if one were available to them.
From Intel to Facebook, Google and Apple, technology companies are joining other science, technology, engineering, and mathematics (STEM) industry leaders in a grand challenge to diversify their workforce. Finally, two sides of the diversity message can be heard simultaneously: expanding opportunities for women and girls is not just the right thing to do, investing in diversity is also a smart business opportunity. To meet workforce supply demands, improve innovation, and ensure social equity, STEM professions need the imaginations and talents of girls and underrepresented communities of color