Improving retention rates in postsecondary engineering degree programs is the single most effective approach for addressing the national shortage of skilled engineers. Both mathematics course placement and performance are strong graduation predictors in engineering, even after controlling for demographic characteristics. Underrepresented students (e.g., rural students, low-income students, first-generation students, and students of color) are disproportionately represented in cohorts that enter engineering programs not yet calculus-ready. Frequently, the time and cost of obtaining an engineering degree is increased, and the likelihood of obtaining the degree is also reduced. This educational problem is particularly acute for African American students who attended select high schools in South Carolina, with extremely high-poverty rates. As a result, the investigators proposed an NSF INCLUDES Launch Pilot project to develop a statewide consortium in South Carolina - comprising all of the public four-year institutions with ABET-approved engineering degree programs, all of the technical colleges, and 118 high schools with 70% or higher poverty rates, to pinpoint and address the barriers that prevent these students from being calculus ready in engineering.
This NSF INCLUDES Launch Pilot project will map completion/attrition pathways of students by collecting robust cross-sectional data to identify and understand the complex linkages between and behind critical decisions. Such data have not been available to this extent, especially focused on diverse populations. Further, by developing structural equation models (SEMs), the investigators will be able to build on extant research, contributing directly to understanding the relative impact of a range of latent variables on the development of engineering identity, particularly among African American, rural, low-income, and first-generation engineering students. Results of the pilot interventions are likely to contribute to the empirical and theoretical literature that focus on engineering persistence among underrepresented populations. Project plans also include developing a centralized database compatible to the Multiple Institution Database for Investigation of Engineering Longitudinal Development (MIDFIELD) project to share institutional data with K-12 and postsecondary administrators, engineering educators, and education researchers with NSF INCLUDES projects and beyond.
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TEAM MEMBERS:
Anand GramopadhyeDerek BrownEliza GallagherKristin Frady
The University of New Hampshire (UNH) NSF INCLUDES Design and Development Launch Pilot project is a collaborative effort with the Community College System of New Hampshire, Advanced Manufacturing (AM) businesses, NH Economic Development, and the University of New Hampshire to address workforce development in the Advanced Manufacturing sector in the state. The Advanced Manufacturing Program (AMP) uses a framework built on the Collective Impact collaboration model that enables AMP partners to innovate, plan, and implement strategies that significantly increase NH's community colleges (CC) as a source for future workers and leaders in AM.
Specifically, this proposal addresses the pressing need for increasing numbers of AM workers through strategies designed to increase the retention of low socioeconomic status (LSES) students in CC STEM degree programs. AMP coordinates four key implementation strategies: 1) Co-requisite remediation within mathematics and quantitative reasoning; 2) Guided Pathways mentorship with "high touch" advising and student guidance resources that combines clearly defined academic pathways leading to 4-year college transfer and job placement; 3) paid work-based learning (WBL) experiences in industry and academic research; and 4) mentor inclusiveness training to prepare the workplace and academic settings to receive LSES students into a supportive climate. Successfully coordinating these four components through the process of Collective Impact collaboration will lead to a flexible and integrated AM workforce pipeline that serves CC AM students, AM industry partners, and the state as a whole. Findings will be disseminated to academic, business, and government stakeholders in NH, the region, and nationally to inform and improve broadening participation initiatives.
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TEAM MEMBERS:
Palligarnai VasudevanStephen HaleBrad KinseyLeslie BarberMelissa Aikens
resourceprojectProfessional Development, Conferences, and Networks
This NSF INCUDES Design and Development Launch Pilot will increase the recruitment, retention, and matriculation of racial and ethnic minorities in STEM Ph.D. programs contributing to hazards and disaster research. Increasing STEM focused minorities on hazards mitigation, and disaster research areas will benefit society and contribute to the achievements of specific, desired societal outcomes following disasters. The Minority SURGE Capacity in Disasters (SURGE) launch pilot will provide the empirical research to identify substantial ways to increase the underrepresentation of minorities in STEM disciplines interested in hazards mitigation and disaster research. Increasing the involvement of qualified minorities will help solve the broader vulnerability concerns in these communities and help advance the body of knowledge through the diversity of thought and creative problem solving in scholarship and practice. Utilizing workshops and a multifaceted mentorship program SURGE creates a new model that addresses the diversity concerns in both STEM and disaster fields, and make American communities more resilient following natural disasters. This project will be of interest to policymakers, educators and the general public.
The Minority SURGE Capacity in Disasters (SURGE) NSF INCLUDES Design and Development Launch Pilot will enhance the social capital of racial and ethnic minority communities by increasing their networks, connections, and access to disaster management decision-making among members of their community from STEM fields. The four-fold goals of SURGE are to: (1) increase the number of minority graduate researchers in STEM fields with a disaster focus; (2) develop and guide well-trained, qualified disaster scholars from STEM fields; (3) provide academic and professional mentorship for next generation minority STEM scholars in hazards mitigation and disaster research; and (4) develop professional and research opportunities that involve outreach and problem solving for vulnerable communities in the U.S. The SURGE project is organized as a lead-organization network through the University of Nebraska at Omaha and includes community partners. As a pilot project, SURGE participation is limited to graduate students from research-intensive universities across the country. Each student will attend workshops and training programs developed by the project leads. SURGE investigators will conduct project evaluation and assessment of their workshops, training, and mentorship projects. Results from evaluations and assessments will be presented at STEM and disaster-related conferences and published in peer-reviewed academic journals.
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TEAM MEMBERS:
DeeDee BennettLori PeekTerri NortonHans Louis-Charles
The Sustainability Teams Empower and Amplify Membership in STEM (S-TEAMS), an NSF INCLUDES Design and Development Launch Pilot project, will tackle the problem of persistent underrepresentation by low-income, minority, and women students in STEM disciplines and careers through transdisciplinary teamwork. As science is increasingly done in teams, collaborations bring diversity to research. Diverse interactions can support critical thinking, problem-solving, and is a priority among STEM disciplines. By exploring a set of individual contributors that can be effect change through collective impact, this project will explore alternative approaches to broadly enhance diversity in STEM, such as sense of community and perceived program benefit. The S-TEAMS project relies on the use of sustainability as the organizing frame for the deployment of learning communities (teams) that engage deeply with active learning. Studies on the issue of underrepresentation often cite a feeling of isolation and lack of academically supportive networks with other students like themselves as major reasons for a disinclination to pursue education and careers in STEM, even as the numbers of underrepresented groups are increasing in colleges and universities across the country. The growth of sustainability science provides an excellent opportunity to include students from underrepresented groups in supportive teams working together on problems that require expertise in multiple disciplines. Participating students will develop professional skills and strengthen STEM- and sustainability-specific skills through real-world experience in problem solving and team science. Ultimately this project is expected to help increase the number of qualified professionals in the field of sustainability and the number of minorities in the STEM professions.
While there is certainly a clear need to improve engagement and retention of underrepresented groups across the entire spectrum of STEM education - from K-12 through graduate education, and on through career choices - the explicit focus here is on the undergraduate piece of this critical issue. This approach to teamwork makes STEM socialization integral to the active learning process. Five-member transdisciplinary teams, from disciplines such as biology, chemistry, computer and information sciences, geography, geology, mathematics, physics, and sustainability science, will work together for ten weeks in summer 2018 on real-world projects with corporations, government organizations, and nongovernment organizations. Sustainability teams with low participation by underrepresented groups will be compared to those with high representation to gather insights regarding individual and collective engagement, productivity, and ongoing interest in STEM. Such insights will be used to scale up the effort through partnership with New Jersey Higher Education Partnership for Sustainability (NJHEPS).
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TEAM MEMBERS:
Amy TuiningaAshwani VasishthPankaj Lai
This project is a Design and Development Launch Pilot (DDLP) of the NSF INCLUDES program. The goal of the project is to enhance the knowledge and applicability of science, technology, engineering, and mathematics (STEM) for a broad cross-section of people living in the U.S,-Affiliated Pacific Islands. The focus will be on water resources, which is an extremely important topic for this region and equally relevant nationally. The project will engage local community groups and schools in water monitoring, sampling, and analysis, in order to promote the benefits of science education and careers among a population that is underrepresented in these areas. Moreover, the project will improve the capabilities of the island residents for making decisions about sustainable use and protection of these scarce resources. A functioning network will be established among the islands that will have a positive impact on the health and well-being of the residents.
This project will use water as a highly relevant topic in order to involve a wide range of individuals in both general STEM learning and the basic scientific principles as applied to water resources. Specific aspects include engaging K-12, higher education, informal educators and community members to manage water resources in a sustainable fashion that will reduce disaster risk. In addition, the project will empower local communities through water literacy to make better informed, evidence-based decisions that balance the needs of diverse stakeholder groups. The overarching goal is to further advance the inclusion of underrepresented learners in STEM fields. Benefits to society will accrue by: increasing STEM learning opportunities for ~6,500 students from underserved and underrepresented Indigenous Pacific Islanders that will enhance their eligibility for STEM careers; building community resiliency through a collective impact network to resolve emerging water crises; and fostering collaboration among different constituencies in remote communities to make better-informed decisions that reflect the needs and constraints of diverse interests.
Each year, the National Alliance for Broader Impacts (NABI) seeks to understand the current state of broader impacts (BI) in the national context. In 2017, NABI convened two forums to identify needs and solicit recommendations. The first event was a 90-minute town hall session with 120 participants facilitated by Jamie Bell at the April 2017 BI Summit. The second event was a two-day convening facilitated by Goose Creek Consulting at NSF headquarters in May 2017 of stakeholder groups including university administrators (e.g., provosts, associate provosts, vice-presidents of research)
Often called "self-plagiarism," text recycling occurs frequently in scientific writing. Over the past decade, increasing numbers of scientific journals have begun using plagiarism detection software to screen submitted manuscripts. As a result, large numbers of cases of text recycling are being identified, yet there is no consensus on what constitutes ethically acceptable practice. Text recycling is thus an increasingly important and controversial ethical issue in scientific communication. However, little actual research has been conducted on text recycling and it is rarely addressed in the ethical training of researchers or in scientific writing textbooks or websites. To promote the ethical and appropriate use of text recycling, this project will be conducted in two phases: In Phase 1, the researchers will investigate the ethical, practical, and legal aspects of text recycling as relevant for professional researchers, students, and publishers. In Phase 2, the investigators will produce educational materials and develop model language for text recycling guidelines and author-publisher contracts that can be adapted by educational institutions, research organizations, and publishers.
This project is a multi-institutional, multidisciplinary investigation of text recycling, the reuse of material from one?s previous work in a new manuscript. In Phase 1, the researchers will investigate questions such as these: What do expert researchers, students, and others involved in scientific communication believe to be appropriate practice, and why? Where is there a clear consensus among experts and where is there substantive disagreement? How often do professional scientists actually recycle material, and in what ways? Under what circumstances does text recycling violate publisher contracts or copyright laws? One facet of this research will involve interviewing and surveying experienced STEM faculty, students, journal editors, and others regarding the ethics of text recycling. A second facet will analyze a corpus of published scientific papers to investigate how researchers recycle text in practice and how this has changed over time. The third facet involves analyzing publisher contracts to better understand the rights of publishers and authors regarding text recycling and to assess their legal validity. In Phase 2, the investigators will use findings from Phase 1 to develop, test, and disseminate two kinds of materials: The first are web and print based instructional materials for STEM students (and others new to STEM research) explaining the ethical, legal, and practical issues involved with text recycling, as well as accompanying documents for faculty, administrators, and librarians. The second are model policies and guidelines for text recycling that address appropriate practice in both academic and professional settings. The investigators will obtain feedback on drafts of these materials from potential users and revise them accordingly, after which they will be disseminated.
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.
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
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
resourceprojectProfessional Development, Conferences, and Networks
Most experimental studies in the behavioral sciences rely on college students as participants for reasons of convenience, and most take place in North America and Europe. As a result, studies are only sampling from a narrow range of human experiences. The results of these studies have limited generalizability, failing to reflect the full range of mental and behavioral phenomena across diverse cultures and backgrounds. However sampling from broader populations is challenging, due to limited opportunities and access, heightened cost, and the need for specific knowledge about how to adapt research protocols to different communities. The goal of this workshop is to develop some tools and guidelines to help researchers overcome barriers to broader sampling, and to incentivize doing so through better institutional support.
The goal of this workshop is to develop tools to support and encourage increased robustness and generalizability in the experimental behavioral sciences. The meeting is dedicated to identifying and developing potential solutions to the so-called "WEIRD people" problem: the fact that most experimental behavioral science research is conducted with members of WEIRD populations (Western, Educated, Industrialized, Rich Democracies). The discovery that much of this research fails to generalize to broader populations and fails to capture the range of human patterned variation in thought and behavior creates a pressing need for research approaches to be more inclusive. Although there are researchers throughout the world who have developed effective models for overcoming these limitations, there are significant barriers to achieving robust and generalizable experimental behavioral research for most researchers. This workshop will bring together scholars from a range of disciplines whose research represents positive case studies of how to overcome these barriers. The participants aspire to accomplish three goals: 1) develop tools and training materials to help researchers enhance diversity in their research populations, 2) develop infrastructure solutions for connecting researchers across diverse contexts and populations, and 3) develop a set of recommendations for institutional changes to support enhancing diversity in experimental behavioral science through manuscript, grant, and tenure review.
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TEAM MEMBERS:
Douglas MedinDaniel HruschkaLera BoroditskyCristine Legare