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resource research Informal/Formal Connections
Informal STEM learning experiences (ISLEs), such as participating in science, computing, and engineering clubs and camps, have been associated with the development of youth’s science, technology, engineering, and mathematics interests and career aspirations. However, research on ISLEs predominantly focuses on institutional settings such as museums and science centers, which are often discursively inaccessible to youth who identify with minoritized demographic groups. Using latent class analysis, we identify five general profiles (i.e., classes) of childhood participation in ISLEs from data
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TEAM MEMBERS: Remy Dou Heidi Cian Zahra Hazari Philip Sadler Gerhard Sonnert
resource project Media and Technology
Research shows that algebra is a major barrier to student success, enthusiasm and participation in STEM for under-represented students, particularly African-American students in under-resourced high schools. Programs that develop ways to help students master algebra concepts and a belief that they can perform algebra may lead to more students entering engineering careers. This project will provide an online engineering program to support 9th and 10th grade Baltimore City Public Schools students, a predominantly low-income African-American cohort, to develop concrete goals of becoming engineers. The goals of the program are to help students with a growing interest in engineering to maintain that interest throughout high school. The project will also support students aspire to an engineering career. The project will develop in students an appreciation of requisite courses and skills, and increase self-efficacy in mathematics. The project will also develop a replicable model of informal education capable of reinforcing the mathematical foundations that students learn during the school day. Additionally, the project will broaden participation in engineering by being available to students during out-of-school time and by having relaxed entrance criteria compared to existing opportunities in supplemental engineering curricula. The project is a collaboration between the Baltimore City Public Schools, Johns Hopkins University Applied Physics Laboratory, Northrop Grumman Corporation, and Expanded School-Based Mental Health programs to support students both during and after participation. The project will benefit society by providing skills that will allow high school students to become members of tomorrow's highly trained STEM workforce.

The research will test whether an informal, scaffolded online algebra-for-engineering program increases students' mastery and self-efficacy in mathematics. The research will advance knowledge regarding informal education by applying Social Cognitive Career Theory as a framework for measuring program impact. The theoretical framework will aid in identifying mechanisms through which students with interest in engineering might persist in maintaining this interest through high school via algebra skill mastery and increased self-efficacy. The project will recruit 200 youth from the Baltimore City Public Schools to participate in the project over three years. Qualitative data will be collected to assess how student and school socioeconomic factors impact implementation, student engagement, and outcomes. The research will answer the following questions: 1) What effect does program participation have on math mastery? 2) What direct and indirect effects do program completion and supports have on students' mathematics self-efficacy? 3) What direct and indirect effects do program components have on engineering career goals by the end of the program? 4) What direct and indirect effects does math self-efficacy have on career goals? 5) To what extent are the effects of program participation on engineering career goals mediated by math self-efficacy and engineering interest? 6) How do school factors relate to the implementation of the program? 7) What socioeconomic-related factors relate to the regularity and continuation of student participation in the program? The quantitative methods of data analysis will employ descriptive and multivariate statistical methods. Qualitative data from interviews will be analyzed using an emergent approach and a coding scheme guided by theoretical constructs. Project results will be communicated to scholars and practitioners. The team will also share information through school newsletters and parent communication through Baltimore City Public Schools.

This project is funded by the Innovative Technology Experiences for Students and Teachers (ITEST) program, which supports projects that build understandings of practices, program elements, contexts and processes contributing to increasing students' knowledge and interest in science, technology, engineering, and mathematics (STEM) and information and communication technology (ICT) careers.

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.
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TEAM MEMBERS: Michael Falk Christine Newman Rachel Durham
resource project Public Programs
The employment demands in STEM fields grew twice as fast as employment in non-STEM fields in the last decade, making it a matter of national importance to educate the next generation about science, engineering and the scientific process. The need to educate students about STEM is particularly pronounced in low-income, rural communities where: i) students may perceive that STEM learning has little relevance to their lives; ii) there are little, if any, STEM-related resources and infrastructure available at their schools or in their immediate areas; and iii) STEM teachers, usually one per school, often teach out of their area expertise, and lack a network from which they can learn and with which they can share experiences. Through the proposed project, middle school teachers in low-income, rural communities will partner with Dartmouth faculty and graduate students and professional science educators at the Montshire Museum of Science to develop sustainable STEM curricular units for their schools. These crosscutting units will include a series of hands-on, investigative, active learning, and standards-aligned lessons based in part on engineering design principles that may be used annually for the betterment of student learning. Once developed and tested in a classroom setting in our four pilot schools, the units will be made available to other partner schools in NH and VT and finally to any school wishing to adopt them. In addition, A STEM rural educator network, through which crosscutting units may be disseminated and teachers may share and support each other, will be created to enhance the teachers’ ability to network, seek advice, share information, etc.
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TEAM MEMBERS: Roger Sloboda
resource research Higher Education Programs
Scientists (and engineers) wishing to conduct public engagement do so in the context of established disciplinary norms and complex institutional systems that may support or limit their success. This report seeks to convey the known complexity, unique challenges, and opportunities for universities to better support for scientists in their public engagement work. The report is intended to drive discussion towards deeper exploration and development of actionable next steps. This is a report from Workshop III: Academic Institutions, part of the Support Systems for Scientists' Communication and
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TEAM MEMBERS: Julie Risien Roberta Nilson Brooke Smith
resource project K-12 Programs
Arizona State University's Ira A. Fulton Schools of Engineering with the Maricopa County Community Colleges District and K-12 school districts along with industry partners, Honeywell, Intel, and Texas Instruments, and the Helios Education Foundation will implement an NSF Design and Development Launch Pilot to address the broadening participation objectives of enhancing entry and persistence of underrepresented groups in engineering. This alliance will identify and develop effective mechanisms to impact entry and persistence in engineering at scale and to expand the effort for the region, serving as a model for Arizona and other universities nationally. Diversity is often seen as a valuable commodity for fostering innovation and creativity in engineering, and extant theoretical and empirical literature provides evidence of the importance a diversified engineering workforce can have to spark scientific and technological innovation to solve complex problems. Nationally, there is a consistent shortage of available diverse engineers and scientists, which is believed to compromise the country's ability to sustain its leadership position as a global force. This project will create engineering pathways for underrepresented groups and identify and develop effective mechanisms that impact these students' entry and persistence in engineering.

A total of 500 high school students, 100 2-year college students, and 200 four-year college students will participate in the project. The research measures will focus on students' academic/career awareness and interest in engineering and the degree to which students develop a strong identity and affinity for engineering. It is expected that the alliance affiliates will develop into adaptive systems that respond to needs of first-generation students at various pathway junctures. This project has the potential to transform educational experiences and support systems for first-generation students.
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TEAM MEMBERS: Kyle Squires Roberta Anslow-Hammond Maria Reyes James Collofello Tirupalavanam Ganesh
resource project Professional Development, Conferences, and Networks
The University of Maine will address the grand challenge of increasing Native American participation in the science,technology, engineering and mathematics (STEM) enterprise in an NSF INCLUDES Design and Development Launch Pilot project addressing culturally relevant pedagogy, incorporating Community Elders, Cultural Knowledge Keepers, and mainstream secondary and higher education institutions in the development of STEM pedagogy that can be replicated to other underrepresented and underserved populations. Partners in the effort include the Wabanaki Youth in Science program (WaYS)(a non-profit organization), Salish Kootenai College (a Tribal College), Massachusetts Institute of Technology (a research university), the National Indian Education Association (a non-profit membership organization) and the current NSF INCLUDES Design and Development Launch Pilot project at the University of Maine (the Stormwater Research Management Team (SMART)). This NSF INCLUDES partnership provides students with evidence-based STEM activities involving culturally relevant internships, mentoring, STEM professional development activities and other support. Non-native students will reciprocally participate in Native American learning environments.

The foundation for the project's activities is based on the WaYS program in science education that incorporates Traditional Ecological Knowledge (TEK). The goals of the project are to: 1) create and integrate curriculum that embraces TEK and western science as equal partners; 2)develop and implement protocols to incorporate a continued mentorship program for WaYS and STREAM engineering students; 3)develop a framework to bridge the gap between high school and college; and 4) foster collaboration among Community Elders, Cultural Knowledge Keepers and University of Maine faculty in a model that could be transferred to other communities. Internal and external evaluation activities will add to the scholarly literature on educating Native Americans and non-native students in STEM disciplines. Dissemination of project results will include published peer-reviewed journal articles on newly developed pedagogy and conference presentations at the American Indian Science and Engineering (AISES) national conference, the National Diversity in STEM Conference, National Science Teachers Association, AAAS, ASEE and the National NSF INCLUDES Network.
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TEAM MEMBERS: Darren Ranco John Daigle Mindy Crandall Shaleen Jain
resource project Media and Technology
Underrepresented minorities (URMs) are less than 10% of engineering faculty, despite comprising nearly a third of the nation's population. A common explanation for their disproportionate representation, at the engineering faculty level, is related to a lack of access to effective mentorship from other faculty. This NSF INCLUDES Design and Development Launch Pilot project will expand a new mentoring and advocacy-networking paradigm to bring together two stakeholder groups: (1) underrepresented minorities (URMs) who are engineering faculty and (2) well-regarded (primarily non-URM) emeriti/retired engineering faculty. A previously-funded NSF project found that this mentor-mentee pairing was viewed favorable by both parties and beneficial, particularly by the URM engineering faculty. Because of these results, the investigators proposed to scale, test, and evaluate the approach on a broader scale by creating national infrastructural network partners to help increase capacity to serve a greater number of URM engineering faculty and to introduce tele-mentoring and training models to serve URM faculty who work in remote geographical locations with very little access to mentors.

The project will use a multi-phased phenomenological, mixed method research design to gain greater understanding of the ways in which the URM faculty and emeriti faculty experience the opportunities afforded by the project. Further, the investigators plan to collect data to examine how project participants perceive and experience conventional, direct communications (e.g., telephone calls, e-mail, and in-person meetings)through the mentoring process versus the use of Embodied Conversational Agents (ECAs), anthropomorphic interface agents that engage a user in real-time dialogue by using verbal-nonverbal channels to emulate the in-person experience. This project has the potential to broaden participation in the engineering professoriate and opens up new possibilities for supporting URM engineering faculty.
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TEAM MEMBERS: Comas Haynes Valerie Conley Sylvia Mendez Kinnis Gosha Rosario Gerhardt
resource project K-12 Programs
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 Gramopadhye Derek Brown Eliza Gallagher Kristin Frady
resource project Higher Education Programs
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 Tuininga Ashwani Vasishth Pankaj Lai
resource project Resource Centers and Networks
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 Stassun Nicole Joseph Kelly Holley-Bockelmann William Robinson Roger Chalkley
resource research Games, Simulations, and Interactives
We describe a game and teachers’ experiences using it in their middle and high school science courses. The game, which is called “Luck of the Draw,” was designed to engage middle, high school, and college students in genetics and encourage critical thinking about issues, such as genetic engineering. We introduced the game to high school science teachers attending a summer workshop and asked them to describe their initial impressions of the game and how they might use it in their classes; later, during the academic year, we asked them whether they used the game in their classrooms and, if so
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TEAM MEMBERS: Alicia Bower Kami L. Tsai Carey S. Ryan Rebecca Anderson Andrew Jameton Maurice Godfrey
resource project Public Programs
As part of an overall strategy to enhance learning within maker contexts in formal and informal environments, the Innovative Technology Experiences for Students and Teachers (ITEST) and Advancing Informal STEM Learning (AISL) programs partnered to support innovative models for making in a variety of settings through the Enabling the Future of Making to Catalyze New Approaches in STEM Learning and Innovation Dear Colleague Letter. This Early Concept Grant for Exploratory Research (EAGER) will test an innovative approach to bringing making from primarily informal out-of-school contexts into formal science classrooms. While the literature base to support the positive outcomes and impacts of design-based making in informal settings at the K-12 level is emerging, to date, minimal studies have investigated the impacts of making design principles within formal contexts. If successful, this project would not only add to this gap in the literature base but would also present a novel model for bridging the successful engineering design practices of making and tinkering primarily found in informal science education into formal science education classrooms. The model would also demonstrate an innovative, highly interactive way to engage high school students and their teachers in engineering based design principles with immediate real-world applications, as the scientific instruments developed in this project could be integrated directly into science classrooms at relatively minimal costs.

Through a multi-phased design and implementation model, high school students and their teachers will engage deeply in making design principles through the design and development of their own scientific instruments using Arduino-compatible hardware and software. The first phase of the project will reflect a more traditional making experience with up to twenty high school students and their teachers participating in an after-school design making club, in this case, focused on the development and testing of scientific instrument prototypes. During the second phase of the project, the first effort to transpose the after school making experience to a more formalized experience will be tested with up to eight students selected to participate in two week summer research internships focused on scientific instrument design and development through making at Northwestern University. A two-day summer teacher workshop will also be held for high school teachers participating in the subsequent pilot study. The collective insights gleaned from the after school program, student internships, and teacher workshop will culminate to inform the full implementation of the formal classroom pilot study. The third and final phase will coalesce months of iterative, formative research, design and development, resulting in a comprehensive pilot investigation in up to seven high school physics classrooms.

Using a multi-phased, mixed methods exploratory design-based research approach, this 18-month EAGER will explore several salient research questions: (a) How and to what extent does the design & making of scientific instrumentation serve as useful tasks for learning important science and engineering knowledge, practices, and epistemologies? (b) How engaging is this making activity to learners of diverse abilities and prior interests? What can be generalized to other types of making activities? (c) How accessible is the Arduino hardware and coding environment to learners? What combination of hardware and software materials and tools best support accessibility and learning in this type of digital making activity? and (d) What types of scaffolding (for students and teachers) are required to support the effective use of maker materials and activities in a classroom setting? Structured interviews, artifacts, video recordings from visor cameras, student design logs, logfiles, and ethnographic field notes will be employed to garner data and address the research questions. Given the early stage of the proposed research, the dissemination of the findings will be limited to a few select journals, teacher forums and workshops, and professional conferences.

This EAGER is well-poised to directly impact up to 125 high school physics students (average= 25 students/class), approximately 7 high school physics teachers, 6-8 high school summer interns, nearly 20 high school students participating in the after-school design making club, and indirectly many more. The results of this EAGER could provide the basis and evidence needed to support a more robust, expanded future investigation to further substantiate the findings and build the case for similar efforts to bring making into formal science education contexts.
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TEAM MEMBERS: David Uttal Kemi Jona