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resource project Media and Technology
This project aims to broaden participation in STEM education among underserved populations through innovative and inclusive approaches to technology education. The project is designed to enhance knowledge and comfort with technology and develop computational thinking among women who were formerly incarcerated and are now seeking to reenter the workforce or adjust to their lives outside the criminal justice system ("women in transition") in the Midwest. While women have become the fastest growing segment of the incarcerated population, prison education and reentry programs are not well prepared to respond to this influx. Women in transition are rarely exposed to STEM education and they are generally isolated from the digital world while in prison. Consequently, they face post-incarceration challenges in accessing and using rapidly changing digital technologies. Against this backdrop, this three-year technology education project will aim to help women in transition in Kansas and Missouri develop STEM skills relevant to job applications and post-incarceration adjustments. The project may serve as a template for building evidence-based workforce preparation efforts in informal settings, and the concurrent online peer networking and app development may also facilitate adaptation for and scaling to other regions and other similarly digitally disadvantaged populations. This project is funded by the AISL program, which 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.

The project design is informed by the research team's past experiences offering technology education to women in transition and other underserved populations in the Midwest. The design includes three interrelated aspects: (1) technology education, (2) web/mobile app development, and (3) original empirical research. The research team will offer hybrid (online and offline) technology training programs to 300 women in transition in Kansas and Missouri. Learners will attend weekly face-to-face technology classes at different levels (introductory, intermediate, and advanced) at public libraries. A member-only online site and an accompanying mobile application for online tutorials and virtual meet-ups will enhance exposure to different types of technologies. Starting with interest-based technology topics including online resume building, information verification, and identity protection, the team will introduce women to deeper STEM topics including elementary coding skills and computational thinking. Empirical research will examine how different modalities of offering technology education are associated with learning outcomes for women participating in the program and the association of increasing knowledge and skills in digital technologies with self-efficacy, perceived social support, employment, and reduced recidivism.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Hyunjin Seo Hannah Britton Megha Ramaswamy Baek-Young Choi Sejun Song
resource project Media and Technology
Science television shows are an important source of informal learning and enrichment for preschool-aged children. However, one limitation of television programming is that it is largely a one-way, non-interactive medium. Research suggests that children learn best through active engagement with content, and that parents can make TV watching more interactive by co-viewing and talking with their children. However, many parents and other adults may lack the time or experience and comfort with science language and content to provide critcial just-in-time support for their children. This study seeks to take advantage of recent advances in artificial intelligence that now allow children to enjoyably interact with automated conversational agents. The research team will explore whether such conversational agents, embedded as an on-screen character in a science video, can meaningfully interact with children about the science content of the show by simulating the benefits of co-viewing with an adult. If successful, the project could lay the foundation for a new genre of science shows, helping transform video watching into more interactive and engaging learning experiences. This project is funded by the Advancing Informal STEM Learning (AISL) program, which 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 project will develop interactive videos incorporating a conversational agent in three 11-minute episodes of a future children's animated television program. The videos will enable children to speak with the main character of the show as the character solves everyday science mysteries, thus priming children to engage in observation, prediction, pattern finding, and problem solving through scaffolded conversation. This study will be carried out in two iterative cycles with the goal of developing and testing the embedded conversational function for each episode. In each cycle, the project team, which includes experts in children's TV production, as well as educational and HCI researchers will develop the storyboard and conversation prompts and follow-ups, create animated videos based on the revised script, and create a mobile application of the interactive video integrated with the conversational agent. Field testing with 10 children will be conducted to iteratively improve the embedded conversational function. In the pilot testing stage, a controlled study will be conducted with 30 children in each group (N=120): 1) watching the episode with the embedded conversational function; 2) watching the episode with a human partner carrying out the dialogue in the script rather than the virtual character; 3) watching the episode with pseudo-interaction, in which the animated character asks questions but does not attempt to understand or personally respond to children's answers; and 4) watching the episode with no dialogue. Data collected from the experiments will be used to examine whether and in what ways use of a conversational agent affects children's engagement, attention, communication strategies, perceptions, and science learning, and whether these effects vary by children's age, gender, socioeconomic status, language background, and oral language proficiency in English. The project will provide a comprehensive evaluation of the feasibility and potential of incorporating conversational agents into screen media to foster young children's STEM learning and engagement.

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: Mark Warschauer Daniel Whiteson Sara DeWitt Andres Bustamante Abby Jenkins
resource research Media and Technology
The STEM Effect project is a collaborative effort to engage cultural organizations around the U.S. in developing a Collaborative Action Agenda for better understanding the mid- and long-term impacts of informal STEM programs for girls.
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TEAM MEMBERS: Lynda Kennedy
resource research Media and Technology
The goal of this three-year project is to leverage NSF’s investment in both SciGirls and computer science education by engaging 8-13 year-old girls in computational thinking and coding through innovative transmedia programming which inspires and prepares them for future computer science studies and careers.
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resource project Media and Technology
Gathering evidence for the long-term impact of programs for youth on their involvement in STEM studies and careers continues to be a challenge, especially for program interventions happening in earlier stages of development (e.g., elementary, middle, high-school years. Work that focuses on mechanisms for mitigating these challenges is important. The conference and associated activities aim to build a research action agenda that is rooted in practice to support better understanding of the long-term impacts of informal STEM programs for girls provided by cultural institutions, along with methods and approaches for measuring them. The project team will use a collaborative co-design approach to establish a STEM for Girls Research Alliance. The Alliance will include three levels of participants, with different levels of commitment: a core planning group (CPG) of 8-10 people, approximately 20-25 participating members (PM) and 50-60 interested stakeholder group representatives (SGR). The project team will utilize face-to-face meetings, digital engagement strategies, and surveys to develop the agenda and solicit multiple rounds of feedback and input. The CPG, consisting of leaders and representatives from state-based STEM for Girls organizations that are part of the National Girls Collaborative Project (NGCP) and members of the New York State STEAM for Girls Collaborative, will be responsible for setting priorities and guiding the action agenda. The PM will include representatives (educators and researchers) from informal STEM programs at cultural institutions that participate in the state-based collaboratives. The PM will be regularly consulted on important aspects of the action agenda that relate to their work. Finally, the SGR will include representatives from several audiences that are being served by or work with the participating members: girls and young women, parents, educators, funders, researchers and employers. The SG will be engaged via focus groups virtually or at national meetings to which these individuals attend.

To support broader involvement of professionals working in this sector, a comprehensive digital engagement plan using web and social media networks will be developed. The plan will utilize a consistent hashtag, #STEMeffect, allowing participants to follow the conversation across social media platforms. Social media platforms to be utilized will include Twitter, Instagram, Facebook, LinkedIn, Google+, Snapchat and others. More than 60,000 people will be engaged via the networks of the NY STEAM Collaborative, NGCP, WSKG Public Media and project partners. A robust research action plan will position researchers to further explore the role of informal STEM education experiences in shaping the career choices of girls and identify where there are breaks in the hoped-for pathways to STEM college and careers. It also will benefit informal STEM organizations by yielding information that will help them to fine-tune their programs for girls and young women. Ultimately, contributions to the knowledge base will result in broadened participation of girls and women in STEM programs and careers. This work is funded by the Advancing Informal STEM Learning (AISL) program as part of its strategy to enhance learning in informal environments and support innovative research, approaches, and resources for use in a variety of settings.

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: Lynda Kennedy Alicia Santiago Babette Moeller
resource project Websites, Mobile Apps, and Online Media
The intent of this five-year project is to design, deliver, and study professional development for Informal Science Learning (ISL) educators in the arena of equity-focused STEAM (Science, Technology, Engineering, Art, and Mathematics) teaching and learning. While the strategy of integrating art and science to promote interest, identity, and other STEM-related learning has grown in recent years, this domain is still nascent with respect to a guiding set of best practices. Through prior work, the team has developed and implemented a set of design principles that incorporate effective practices for broadening participation of girls in science via science-art integration on the topic of the biology, chemistry and optics of "Colors in Nature." The continued initiative would impact the ISL field by providing a mechanism for ISL educators in museums, libraries and after-school programs to adopt and implement these STEAM design principles into their work. The team will lead long-term (12-18 months) professional development activities for ISL educators, including: 1) in-person workshops that leverage their four previously developed kits; 2) online, asynchronous learning activities featuring interactive instructional videos around their STEAM design principles; 3) synchronous sessions to debrief content and foster communities of practice; and 4) guided design work around the development or redesign of STEAM activities. In the first four years of the project, the team will work with four core institutional partners (Sitka Sound Science Center, Sno-Isle Libraries, the Fairbanks North Star Borough School District after-school program, and the Pima County Public Library system) across three states (Alaska, Washington, and Arizona). In the project's later stages, they will disseminate their learning tools to a broad, national audience. This project is funded by the Advancing Informal STEM Learning (AISL) program, which 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.

The project has three main goals: (1) To support ISL educators in offering meaningful STEAM activities, (2) To create institutional change among the partner organizations, and (3) To advance the ISL field with respect to professional development and designing for STEAM Programming. The research questions associated with the professional development activities address the ways in which change occurs and focus on all three levels: individual, institutional, and the ISL field. The methods are qualitative and quantitative, including videotaped observations, pre and post interviews, surveys and analysis of online and offline artifacts. In addition, the project evaluation will assess the implementation of the project's professional development model for effectiveness. Methods will include observations, interviews, surveys and Website analytics and program data.
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TEAM MEMBERS: Laura Conner Carrie Tzou Mareca Guthrie Stephen Pompea Blakely Tsurusaki Laura Oxtoby Perrin Teal-Sullivan
resource project Media and Technology
Women continue to be underrepresented in computer science professions. In 2015, while 57% of professional occupations in the U.S. were held by women, only 25% of computing occupations were held by women. Furthermore, the share of computer science degrees going to women is smaller than any STEM field, even though technology careers are the most promising in terms of salaries and future growth. Research suggests that issues contributing to this lack of computer science participation begin early and involve complex social and environmental factors, including girls' perception that they do not belong in computer science classes or careers. Computer science instruction often alienates girls with irrelevant curriculum; non-collaborative pedagogies; a lack of opportunities to take risks or make mistakes; and a heavy reliance on lecture instead of hands-on, project-based learning. Computer science experiences that employ research-based gender equitable best practices, particularly role modeling, can help diminish the gender gap in participation. In response to this challenge, Twin Cities PBS (TPT), the National Girls Collaborative (NGC) and Code.org will lead Code: SciGirls! Media for Engaging Girls in Computing Pathways, a three-year project designed to engage 8-13 year-old girls in coding through transmedia programming which inspires and prepares them for future computer science studies and career paths. The project includes five new PBS SciGirls episodes featuring girls and female coding professionals using coding to solve real problems; a new interactive PBSKids.org game that allows children to develop coding skills; nationwide outreach programming, including professional development for informal educators and female coding professionals to facilitate activities for girls and families in diverse STEM learning environments; a research study that will advance understanding of how the transmedia components build girls' motivation to pursue additional coding experiences; and a third-party summative evaluation.

Code: SciGirls! will foster greater awareness of and engagement in computer science studies and career paths for girls. The PBS SciGirls episodes will feature girls and female computer science professionals using coding to solve real-world challenges. The project's transmedia component will leverage the television content into the online space in which much of 21st century learning takes place. The new interactive PBSKids.org game will use a narrative framework to help children develop coding skills. Drawing on narrative transportation theory and character identification theory, TPT will commission two exploratory knowledge-building studies to investigate: To what extent and how do the narrative formats of the Code: SciGirls! online media affect girls' interest, beliefs, and behavioral intent towards coding and code-related careers? The studies aim to advance understanding of how media builds girls' motivation to pursue computer science experiences, a skill set critical to building tomorrow's workforce. The project team will also raise educators' awareness about the importance of gender equitable computer science instruction, and empower them with best practices to welcome, prepare and retain girls in coding. The Code: SciGirls! Activity Guide will provide educators with a relevant resource for engaging aspiring computer scientists. The new media and guide will also reside on PBSLearningMedia.org, reaching 1.2 million teachers, and will be shared with thousands of educators across the SciGirls CONNECT and National Girls Collaborative networks. The new episodes are anticipated to reach 92% of U.S. TV households via PBS, and the game at PBSKids.org will introduce millions of children to coding. The summative evaluation will examine the reach and impact of the episodes, game and new activities. PIs will share research findings and project resources at national conferences and will submit to relevant publications. This project is funded by the Advancing Informal STEM Learning (AISL) program, which 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.
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TEAM MEMBERS: Rita Karl Karen Peterson Rebecca Osborne Barbara Flagg
resource project Media and Technology
Teen Conservation Leadership is a major integration and expansion of the Monterey Bay Aquarium's existing teen education programs (Student Oceanography Club, Young Women in Science and Student Guides). The project is growing and enhancing these programs through the following activities: - Service-Learning and Leadership Activities, including: Guest Service Track: professional development and training as interpreters Camp and Club Track: serving as a mentor for other participants Program Track: assisting in the delivery of programs - Conservation and Science Activities, including participating in and leading projects with local organizations, and participating in technologically facilitated outdoor learning experiences - Teen Network and Technology Activities, including onsite networking and information sharing through Web 2.0 technology The project will reach 930 teens. Each teen will provide 200 service-learning hours per year. The sequential nature of this project will encourage many teens to participate for multiple years.
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TEAM MEMBERS: Rita Bell
resource research Media and Technology
Girls met to engage with Through My Window twice each week after school. The afterschool program format provided a freer, less structured atmosphere than a classroom setting. Students extensively debated and investigated the questions and themes posed by the novel, Talk to Me. The meeting space had plenty of space for students to move around, as well as teachers who encouraged the expression of full emotional and intellectual enthusiasm for the story at hand.
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TEAM MEMBERS: Beth McGinnis-Cavanaugh Glenn Ellis Collaborative for Educational Services
resource research Media and Technology
This is a conference review of the 2nd Commemoration of the International Day of Women and Girls in Science, which had the theme Gender, Science and Sustainable Development: The Impact of Media. It was held in United Nations Headquarters, New York City, U.S.A., and a parallel event was held simultaneously in Valetta, Malta. There were 45 listed speakers from 24 countries, with a gender ratio of 2:1 in favour of women. The contribution of the media to socio-cultural barriers facing girls and women in STEM was well-illustrated. However, few actionable solutions were proposed.
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TEAM MEMBERS: Emer Emily Neenan Aine O'Neill
resource research Media and Technology
SciGirls Strategies is a National Science Foundation–funded project led by Twin Cities PBS (TPT) in partnership with St. Catherine University, the National Girls Collaborative, and XSci (The Experiential Science Education Research Collaborative) at the University of Colorado Boulder’s Center for STEM Learning. This three-year initiative aims to increase the number of high school girls recruited to and retained in fields where females are traditionally underrepresented: technical science, engineering, technology, and math (STEM) pathways. We seek to accomplish this goal by providing career and
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TEAM MEMBERS: Rita Karl Bradley McLain Alicia Santiago
resource project Media and Technology
Mathematics is the foundation of many STEM fields and success in mathematics is a catalyst for success in other scientific disciplines. Increasing the participation of women and other under-represented groups in the mathematics profession builds human capital that produces a diverse pool of problem solvers in business and industry, research mathematicians, faculty at all levels, and role models for the next generation. Existing support and enrichment programs have targeted women in mathematics at different stages in their undergraduate and graduate education, with different strategies to building community, creating a sense of belonging, and promoting a growth mind set. These strategies challenge some of the most common obstacles to success, including isolation, stereotype threat, not committing to mathematics early enough, and imposter syndrome. Acknowledging the diversity among women in terms of socio-economic background and educational background, this project proposes to examine the effectiveness of these programs through the lens of two primary questions: (1) Which elements of these programs are most critical in the success of women, as a function of their position along these distinct diversity axes?, and (2) which features of these programs are most effective as a function of the stage of the participant's career? These questions are guided by the rationale that a better understanding of, and improved pathways by, which programs recruit and retain undergraduate and graduate women in mathematics has the strong potential to increase the representation of women among mathematics PhDs nationwide.

This project seeks to increase and diversify the number of professional mathematicians in the United States by identifying and proliferating best practices and known mechanisms for increasing the success of women in mathematics graduate programs, particularly women from under-represented groups. The PIs on this proposal, all of whom are leaders of initiatives that have been active for nearly two decades, will work with experts in management, data collection and reporting, and communications to address the following three challenges: (1) develop a common system of measuring the effectiveness of each element in these initiatives; (2) develop a process for effective, collective decision making; and (3) create connections between existing activities and resources. This project is both exploratory research and effectiveness research. The project team first will explore the contextual factors that serve to support or inhibit female pursuit of mathematics doctorates by interviewing a variety of women who were undergraduate mathematics majors in the past, as well as current professional mathematicians. They then will use this information to better understand the most effective features of various current and past initiatives that are trying to increase the participation of women in advanced mathematics. A key stakeholder meeting will develop a process for effective, collective decision-making, to utilize what the project team learns from the interviews. The leadership team will develop a website with discussion board and social media components to highlight best practices and facilitate a virtual community for women interested in mathematics. Finally, a distillation of program elements and their targeted effectiveness will inform the selection of interconnected activities to test on a scalable model. These prototypes will be implemented at several sites chosen to represent a diversity of constituencies and local support infrastructure.
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TEAM MEMBERS: Judy Walker Ami Radunskaya Ruth Haas Deanna Haunsperger