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resource evaluation Media and Technology
The independent evaluation firm, Knight Williams, Inc., developed a two-part post-program survey to gather information about the Year 1 SciGirls CONNECT2 outreach programs conducted by 14 partner organizations. The evaluation aimed for one educator from each organization to complete Part 1 of the survey, which consisted of program reporting questions. In all, one educator from 13 partner organizations completed Part 1, for a response rate of 93%. Part 2 of the survey asked for program reflections, with a focus on perceived program goals, impacts, highlights, and challenges. Given the
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resource evaluation Public Programs
The independent evaluation firm Knight Williams, Inc. administered an online survey to educators from 16 SciGirls CONNECT2 partner organizations to gather information about their anticipated use of, reflections on, and recommendations relating to the draft updated SciGirls Strategies. The evaluation aimed for two educators from each partner organization – specifically the program leader and one educator who was familiar with the original SciGirls Seven strategies – to complete the survey about the draft updated strategies after they were shared by TPT in March 2018 via an online webinar and a
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resource evaluation Media and Technology
The independent evaluation firm, Knight Williams, Inc., administered an online survey and conducted follow-up interviews with educators from 14 SciGirls CONNECT2 partner organizations to gather information about their use of, reflections on, and recommendations relating to the SciGirls Seven strategies. The evaluation aimed for two educators from each partner organization – specifically the program leader and one educator who was familiar with the SciGirls Seven – to share reflections on the strategies after they completed their Year 1 programs. In all, 24 educators from 13 partners completed
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resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. This exploratory Pilot study project brings together a diverse set of partners that include the Watertown Children's Theatre (WCT) which is west of Boston, and, from Boston College a team of science educators, learning science researchers, and positive youth development experts. The goal is to design and develop a project for middle school-aged youth. The pilot project, which integrates hands-on science learning experiences, experiments, and field trips with the student-led production of short plays, will engage youth in expressing their beliefs, passions, and their own identities about STEM by examining how the intersection of skills and practices used in both domains (science and theatre) can enable them to learn about science concepts, principles and methods as well as to develop science-focused identities. Middle-school youth will be engaged in a three-week summer program where they will be led by science teachers, playwrights, and high school students to conduct hands-on investigations in science in conjunction with developing original, ten-minute plays around a specific scientific theme relevant to their life experience, for example, the potential impact on their lives of heavy metals in water and poor air quality. After a science theme is chosen, the principal investigators will identify the big ideas that are important for youth to understand and be able to explain. Upon identification of the key science ideas, youth will then engage in pertinent science activities, visits to local sites, reading current news articles and then in identifying the local impacts and how the underlying science relates to those local impacts. The youth will perform their ten-minute plays at the end of the summer program. Following this showcase event, they will engage in additional science learning experiences and also revise their productions throughout the academic year in preparation for a youth science festival, where their creations will be performed by professional adult actors as a part of the Cambridge Science Festival taking place in the spring. The broader impact of the work focuses on broadening participation in STEM, specifically, the engagement of youth from under-represented populations in the sciences, such as African-Americans, Latinxs, and women with partner Boston Public Schools. The Pilot study will investigate the student learning and organizational dimensions of the model being developed.

The Boston College researchers will study youth's sense of purpose and identity toward science, particularly how youth's identity discrepancy changes through participation in the project. The work places youth voice at the center of the creation of STEM-based theatre plays. The theoretical foundation of the work is grounded in part in the concept of "path to purpose." The major research questions are: How do youth perceptions (interest, science anxiety, identity) toward science shift as they participate in the project? What is the residual impact on parents (family members) and youth on their discussions about science, and how does participation in the project impact those discussions? Research methods include surveys, interviews and observations. The external evaluation study will focus on understanding project implementation and progress toward meeting the project goals, in particular, how well the initiative works to establish a model for the informal STEM learning field that the team and others can apply beyond the Pilot study.

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: Meghan Hill
resource research Games, Simulations, and Interactives
It is a well-documented fact that women and minorities are currently underrepresented in STEM higher education degree programs and careers. As an outreach measure to these populations, we established the Hexacago Health Academy (HHA), an ongoing summer program. Structured as an informal learning environment with a strong youth initiated mentoring component, HHA uses game-based learning as both a means of health education and stimulating interest in careers in medicine among adolescents from underrepresented minority populations. In this article, we describe the 2015 session of the Hexacago
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TEAM MEMBERS: Megan Macklin Patrick Jagoda Ian B. Jones Melissa Gilliam
resource project Public Programs
Northern Michigan University's Center for Native American Studies and the Office of Diversity and Inclusion will lead this Design and Development Launch Pilot about culturally inclusive K-16 STEM education for American Indian and Native Alaskan (AIAN) students. This project was created in response to the NSF 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 undergraduate STEM achievement and the graduation gap between NAAIs and non-native Americans. This project, the NSF INCLUDES: Indigenous Women Working Within the Sciences (IWWS), has the potential to advance knowledge, instructional pedagogy and practices to improve the performance of NAAI high school students and undergraduate students in STEM.

This project team will work to: (1) pilot activities and coursework to train K-16 STEM educators about American Indian inclusive methods and materials, (2) to provide AIAN high school students with STEM college preparatory experience using inclusive STEM practices, and (3) to provide a cohort of female AIAN high school students additional university experiences and mentors as these students transition to postsecondary education. Activities include a five-day summer educators institute for 40 K-16 STEM educators, an additional weekend workshop for 20 K-16 STEM educators, a summer STEM academy for 96 AIAN high school students, a STEM weekend workshop for female AIAN high school students, and a mentoring program for AIAN high school students.
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TEAM MEMBERS: April Lindala Jessica Cruz Martin Reinhardt
resource project Public Programs
The Mississippi Alliance for Women in Computing (MAWC) project will identify factors that influence and motivate female students and female African American students in Mississippi to enroll and persist in an undergraduate engineering- or science-based computing major. There is a particular need for programming that is inclusive of women and women of color who are from the southern region of the United States. These students typically have less access to extracurricular activities that encourage computing, and are less likely to visualize themselves in a computing major or career. This proposed research is to help girls to know that computer science exists and what jobs in computer science are available with a degree in computer science. A rich environment exists in Mississippi for an alliance focused on building co-curricular and mentorship opportunities. A scalable pipeline model, expandable to a Southern Alliance for Women in Computing (SAWC), will be developed with three major objectives: to attract women and women of color to computing, to improve retention rates of women in undergraduate computing majors, and to help postsecondary women make the transition to the computing workforce. Activities to support these objectives include: scaling the National Center for Women and Information Technology Aspirations in Computing award program in Mississippi, expanding scholarships for Aspirations winners, expanding student-led computing outreach programs, establishing a Mississippi Black Girls Code chapter, informing and collaborating with the Computer Science for Mississippi initiative, creating a summer bridge and living-learning community for women in computing majors, and increasing professional development opportunities for women in computing through conferences, lunch and learn meetings, job shadowing, and internships.

The project will analyze whether the co-curricular activities of MAWC lead to computing self-efficacy and ultimately female students selecting to pursue and persist in computing majors and careers. In order to understand student participation and efficacy changes, data collection for this research will be through demographic and background surveys administered to women entering an undergraduate engineering- or science-based computing major at a university in Mississippi and student surveys and evaluations in MAWC-sponsored programs. Using discriminate analysis methods, specific research questions to be addressed are: 1) Which pre-collegiate experiences influenced them to enroll, 2) Which stakeholders influenced these girls in their decision-making process, and 3) What programs are effective in impacting their persistence in the major. Predictor variables for each respective research question are: pre-collegiate experiences, stakeholders, and programs. Outcome variables are: (a) a female undergraduate student with no involvement with MAWC programming, (b) MAWC activity participant, or (c) a MAWC participant having graduated with a bachelor?s degree in a STEM major. Results will complement published longitudinal research on the gendered and raced dimensions of computing literacy acquisition in Mississippi as well as research on effective CS role model programming.
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TEAM MEMBERS: Sarah Lee Vemitra White
resource project Public Programs
Utah Valley University (UVU) with partners Weber State University (WSU) and American Indian Services (AIS) are implementing UTAH PREP (PREParation for STEM Careers) to address the need for early preparation in mathematics to strengthen and invigorate the secondary-to-postsecondary-to-career STEM pipeline. As the preliminary groundwork for UTAH PREP, each partner currently hosts a PREP program (UVU PREP, WSU PREP, and AIS PREP) that identifies low-income, under-represented minority, first-generation, and female students entering seventh grade who have interest and aptitude in math and science, and involves them in a seven-week, three-year summer intensive program integrating STEM courses and activities. The course content blends skill-building academics with engaging experiences that promote a clear understanding of how mathematical concepts and procedures are applied in various fields of science and engineering. Courses are enhanced through special projects, field trips, college campus visits, and the annual Sci-Tech EXPO. The purpose of the program is to motivate and prepare participants from diverse backgrounds to complete a rigorous program of mathematics in high school so that they can successfully pursue STEM studies and careers, which are vital to advancing the regional and national welfare.

UTAH PREP is based on the TexPREP program that originated at the University of Texas at San Antonio and which was named as one of the Bright Spots in Hispanic Education by the White House Initiative on Educational Excellence for Hispanics in 2015. TexPREP was adapted by UVU for use in Utah for non-minority serving institutions and in regions with lower minority populations, but with great academic and college participation disparity. With NSF funding for a two-year pilot program, the project partners are building UTAH PREP through a networked improvement community, collective impact approach that, if demonstrably successful, has the ability to scale to a national level. This pilot program's objectives include: 1) creating a UTAH PREP collaboration with commitments to a common set of objectives and common set of plans to achieve them; 2) strengthening existing PREP programs and initiating UTAH PREP at two or three other institutions of higher education in Utah, each building a sustainable local support network; 3) developing a shared measurement system to assess the impact of UTAH PREP programs, adaptations, and mutually reinforcing activities on students, including those from groups that are underrepresented in STEM disciplines; and 4) initiating a backbone organization that will support future scaling of the program's impact.
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TEAM MEMBERS: Daniel Horns Andrew Stone Violeta Vasilevska
resource project Public Programs
General Summary

This project seeks to prepare female Hispanic students for leadership in the STEM workforce. The project seeks to determine if a blended set of STEM engagement activities including summer intensive laboratory-based experiential learning and out-of-school STEM activities, peer support, mentoring, and financial assistance can help to take target students through a traditional leaky workforce and educational pipeline resulting in matriculation to and graduation from undergraduate STEM programs. If successful, the work will increase participation and leadership of Hispanic women in the STEM workforce. To accomplish these goals, the PIs will: (1) work with partners to identify, recruit, and screen bright, energetic Hispanic females in their freshman year of high school who show promise and interest in STEM disciplines; (2) engage selected students and their families in formal and informal STEM learning both throughout the school year and during summer residential experiences to enable the students to further develop and clarify their STEM calling; (3)prepare the students to matriculate to undergraduate college; (4) provide program participants with full-tuition scholarships to ensure undergraduate education is attainable; and (5) at our institution and partner colleges, provide dedicated advisors and mentors and cohort activities to ensure undergraduate persistence and success.

Technical Summary

The PIs seek to prepare female Hispanic students for leadership in the STEM workforce. To compete in the global economy, maintain national security, and meet serious environmental challenges, more skilled graduates are needed to fill STEM jobs. An untapped source of talent exists in those populations that continue to be underrepresented in STEM fields, including women and people of color. This work will help to determine if a blended set of STEM engagement activities including summer intensive laboratory-based experiential learning and out-of-school STEM activities, peer support, mentoring, and financial assistance can help to take target students through a traditional leaky pipeline resulting in matriculation to and graduation from undergraduate STEM education. The work builds on research that shows that mentored research opportunities and peer support and interaction improves persistence in female students. It also builds on regional models of collective impact whereby a variety of corporate, nonprofit, and foundation organizations successfully join together for large-impact projects. If successful, the work will increase participation and leadership of Hispanic women in the STEM workforce.
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TEAM MEMBERS: April Marchetti Charles English Rebecca Michelsen Rachele Dominguez Laurie Massery
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative resources for use in a variety of settings. This Research in Service to Practice project will examine how a wide range of pre-college out-of-school-time activities facilitate or hinder females' participation in STEM fields in terms of interest, identity, and career choices. The study will address the ongoing problem that, despite females' persistence to degree once declaring a major in college, initially fewer females than males choose a STEM career path. To uncover what these factors might be, this study will look at the extent to which college freshmen's pre-college involvement in informal activities (e.g., science clubs, internships, shadowing of STEM professionals, museum-going, engineering competitions, citizen science pursuits, summer camps, and hobbies) is associated with their career aspirations and avocational STEM interests and pursuits. While deep-seated factors, originating in culture and gender socialization, sometimes lower females' interest in STEM throughout schooling, this study will examine the degree to which out-of-school-time involvement ameliorates the subtle messages females encounter about women and science that can interfere with their aspiration to a STEM careers.

The Social Cognitive Career Theory will serve as the theoretical framework to connect the development of interest in STEM with students' later career choices. An epidemiological approach will be used to test a wide range of hypotheses garnered from a review of relevant literature, face-to-face or telephone interviews with stakeholders, and retrospective online surveys of students. These hypotheses, as well as questions about the students' demographic background and in-school experiences, will be incorporated into the main empirical instrument, which will be a comprehensive paper-and-pencil survey to be administered in classes, such as English Composition, that are compulsory for both students with STEM interests and those without by 6500 students entering 40 large and small institutions of higher learning. Data analysis will proceed from descriptive statistics, such as contingency tables and correlation matrices, to multiple regression and hierarchical modeling that will link out-of-school-time experiences to STEM interest, identity, and career aspirations. Factor analysis will be used to combine individual out-of-school activities into indices. Propensity score weighting will be used to estimate causal effects in cases where out-of-school-time activities may be confounded with other factors. The expected products will be scholarly publications and presentations. Results will be disseminated to out-of-school-time providers and stakeholders, educators, and educational researchers through appropriate-level journals and national meetings and conferences. In addition, the Public Affairs and Information Office of the Harvard-Smithsonian Center for Astrophysics will assist with communicating results through mainstream media. Press releases will be available through academic outlets and Op-Ed pieces for newspapers. The expected outcome will be research-based evidence about which types of out-of-school STEM experiences may be effective in increasing young females' STEM interests. This information will be crucial to educators, service providers, as well as policy makers who work toward broadening the participation of females in STEM.
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TEAM MEMBERS: Roy Gould Philip Sadler Gerhard Sonnert