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resource project Media and Technology
Over a three-year period, the Lawrence Hall of Science will conduct research on the conversations of groups and families encountering an Augmented Reality (AR) experience in a museum environment. The research program will identify which design elements best facilitate conversations among groups of visitors, and determine if these conversations are both rich in scientific content and gender-balanced. The project will focus on four specific activities: understanding the learning associated with current AR activities, implementing design-based research to develop visitor conversation supports, designing and developing new AR programs with embedded conversation supports, and conducting iterative hypothesis-based research on how learning conversations happen in AR learning environments. The museum community will gain insights on design principles for supporting collaborative learning using AR. Project staff will disseminate results via conference workshops for museum professionals on designing AR to enhance family learning, and through publication in professional journals.
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TEAM MEMBERS: Mac Cannady
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 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 research Media and Technology
Participants in this study reported a variety of resources used in the past to learn to code in Apex, including online tutorials, one-day classes sponsored by Salesforce, and meet-up groups focused on learning. They reported various difficulties in learning through these resources, including what they viewed as the gendered nature of classes where the men already seemed to know how to code—which set a fast pace for the class, difficulty in knowing “where to start” in their learning, and a lack of time to practice learning due to work and family responsibilities. The Coaching and Learning Group
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resource project Media and Technology
This project will advance efforts of the Innovative Technology Experiences for Students and Teachers (ITEST) program to better understand and promote practices that increase students' motivations and capacities to pursue careers in fields of science, technology, engineering, or mathematics (STEM) by engaging in hands-on field experience, laboratory/project-based entrepreneurship tasks and mentorship experiences.

Twin Cities Public Television project on Gender Equitable Teaching Practices in Career and Technical Education Pathways for High School Girls is designed to help career and technical education educators and guidance counselors recruit and retain more high school girls from diverse backgrounds in science, technology, engineering and math (STEM) pathways, specifically in technology and engineering. The project's goals are: 1) To increase the number of high school girls, including ethnic minorities, recruited and retained in traditionally male -STEM pathways; 2) To enhance the teaching and coaching practices of Career and Technical Education educators, counselors and role models with gender equitable and culturally responsive strategies; 3) To research the impacts of strategies and role model experiences on girls' interest in STEM careers; 4) To evaluate the effectiveness of training in these strategies for educators, counselors and role models; and 5) To develop training that can easily be scaled up to reach a much larger audience. The research hypothesis is that girls will develop more positive STEM identities and interests when their educators employ research-based, gender-equitable and culturally responsive teaching practices enhanced with female STEM role models. Instructional modules and media-based online resources for Minnesota high school Career and Technical Education programs will be developed in the Twin Cities of Minneapolis and St. Paul and piloted in districts with strong community college and industry partnerships. Twin Cities Public Television will partner with STEM and gender equity researchers from St. Catherine University in St. Paul, the National Girls Collaborative, the University of Colorado-Boulder (CU-Boulder), the Minnesota Department of Education and the Minnesota State Colleges and Universities System.

The project will examine girls' personal experiences with equitable strategies embedded into classroom STEM content and complementary mentoring experiences, both live and video-based. It will explore how these experiences contribute to girls' STEM-related identity construction against gender-based stereotypes. It will also determine the extent girls' exposure to female STEM role models impact their Career and Technical Education studies and STEM career aspirations. The study will employ and examine short-form autobiographical videos created and shared by participating girls to gain insight into their STEM classroom and role model experiences. Empowering girls to respond to the ways their Career and Technical Education educators and guidance counselors guide them toward technology and engineering careers will provide a valuable perspective on educational practice and advance the STEM education field.
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TEAM MEMBERS: Rita Karl Brenda Britsch Siri Anderson
resource research Media and Technology
This report summarizes the ideas and conversations of the CAISE Broadening Participation Task Force, which was led by the authors, along with James Bell, Principal Investigator and project director of CAISE (see informalscience.org/bp-task-force). The task force was instrumental in identifying key ideas and challenges to the field, providing edits and input into the report, developing and drafting the associated practice briefs, and piloting the materials. Across the nation, many are undertaking efforts to significantly transform who participates in science, technology, engineering, and
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resource project Media and Technology
This project tackles the urgent needs of the nation to engage people of all ages in computational thinking and help them learn basic computer science concepts with a unique and innovative approach of structured in-game computer program coding. Researchers will explore the design and development of a 3D puzzle-based game, called May's Journey, in which players solve an environmental maze by using the game's pseudo code to manipulate game objects. The game is designed to teach introductory but foundational concepts of computer programming including abstraction, modularity, reusability, and debugging by focusing players on logic and concepts while asking them to type simple instructions in a simplified programming language designed for novices. The game design in this project differs from today's block-based programming learning approaches that are often too far from actual computer code, and also differs from professional programming languages which are too complex for novices. The game and its embedded programming language learning are designed to be responsive to the progress of the learner throughout the game, transitioning from pseudo code to the embedded programming language itself. Error messages for debugging are also designed to be adaptive to players' behavior in the game. Using extensive log data collected from people playing the game, researchers can study how people learn computer programming. Such knowledge can advance understanding of the learning processes in computer programming education. Additionally, this work emphasizes the use of games as informal learning environments as they are accessible and fun, drawing attention and retention of many learners of different age groups with the potential to change attitudes towards computer programming across different populations. This project is co-funded by the STEM + Computing (STEM+C) program that supports research and development to understand the integration of computing and computational thinking in STEM learning, and the Advancing Informal STEM Learning (AISL) program that funds innovative research, approaches and resources for use in a variety of settings with its overall strategy to enhance learning in informal environments.

The project's formative and summative evaluation methods, including surveys, expert reviews of learners' computer code developed in the game, and interviews, are used to gauge learners' engagement as well as learning. In exploring learning, researchers aim to understand how players build implicit computer science knowledge through gameplay and how that gameplay relates to their performance on external transfer tasks. The project will answer the following three research questions: (1) Can observers reliably detect and label patterns of gameplay that provide evidence of learning or misconceptions regarding the four computer science constructs - abstraction, modularity, debugging and semantics - that learners exhibit playing May's Journey? (2) How does learner's implicit knowledge of these computer science constructs change over time and do those patterns vary by gender and prior programming experiences? (3) Is there a strong correlation between implicit learning measures and transfer of CS concepts: modularity, debugging, semantics, and abstraction? How do these correlations vary across elements of the game? This work will result in several outcomes: game design metaphors tested for their learning and engagement value that can be abstracted and embedded in different games. This project will also contribute patterns and an understanding of how people learn and engage in problem solving using concepts of abstraction, modularity, debugging and semantics. These outcomes will lead to advancement in knowledge in the learning sciences as well as the design of educational games that enrich STEM learning, particularly in programming and computational thinking. In addition, this project will engage female participants and underserved populations through partnering organizations including National Girls Collaborative project.

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: Magy Seif El-Nasr
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 Exhibitions
The Antarctic Dinosaurs project aims to leverage the popularity and charisma of dinosaurs to inspire a new generation of polar scientists and a more STEM (Science, Technology, Engineering, Mathematics)-literate citizenry. The project, centered on a giant screen film that will reach millions of theatrical viewers across the U.S., will convey polar science knowledge through appealing, entertaining media experiences and informal learning programs. Taking advantage of the scope of research currently taking place in Antarctica, this project will incorporate new perspectives into a story featuring dinosaurs and journey beyond the bones to reveal a more nuanced, multi-disciplinary interpretation of paleontology and the profound changes the Antarctic continent has endured. The goals of the project are to encourage young people to learn about Antarctica and its connection to the rest of the globe; to challenge stereotypes of what it means to participate in science; to build interest in STEM pursuits; and to enhance STEM identity.

This initiative, aimed particularly at middle school age youth (ages 11-14), will develop a giant screen film in 2D and 3D formats; a 3-episode television series; an "educational toolkit" of flexible, multi-media resources and experiences for informal use; a "Field Camp" Antarctic science intervention for middle school students (including girls and minorities); fictional content and presentations by author G. Neri dealing with Antarctic science produced for young people of color (including non-readers and at-risk youth who typically lack access to science and nature); and presentations by scientists featured in the film. The film will be produced as a companion experience for the synonymous Antarctic Dinosaurs museum exhibition (developed by the Field Museum, Chicago, in partnership with the Natural History Museum of Los Angeles County, Discovery Place, Charlotte, NC, and the Natural History Museum of Utah). Project partner The Franklin Institute will undertake a knowledge-building study to examine the learning outcomes resulting from exposure to the film with and without additional experiences provided by the Antarctic Dinosaurs exhibition and film-related educational outreach. The study will assess the strategies employed by practitioners to make connections between film and other exhibits, programs, and resources to improve understanding of the ways film content may complement and inspire learning within the framework of the science center ecosystem. The project's summative evaluation will address the process of collaboration and the learning impacts of the film and outreach, and provide best practices and new models for content producers and STEM educators. Project partners include film producers Giant Screen Films and Dave Clark Inc.; television producer Natural History New Zealand (NHNZ); Discovery Place (Charlotte, NC); The Franklin Institute; The Field Museum; The Natural History Museum of Utah (The University of Utah); author G. Neri; and a team of scientists and diversity advisers. 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 co-funding support from the Antarctic section of the Office of Polar Programs.

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: Deborah Raksany Karen Elinich Andrew Wood
resource research Media and Technology
Slides from the January 30, 2018 Webinar present information for preparing proposals for the NSF INCLUDES Alliance Solicitation (NSF 18-529). Includes a brief description of NSF INCLUDES, an explanation of Collaborative Change strategies and the NSF INCLUDES 5 elements of collaborative change, proposal recommendations, details on the NSF cooperative agreements and the NSF Merit Review criteria, and provides useful resources.
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TEAM MEMBERS: Jolene Jesse Paige Smith
resource research Media and Technology
This article explores science communication from the perspective of those most at risk of exclusion, drawing on ethnographic fieldwork. I conducted five focus groups and 32 interviews with participants from low-income, minority ethnic backgrounds. Using theories of social reproduction and social justice, I argue that participation in science communication is marked by structural inequalities (particularly ethnicity and class) in two ways. First, participants’ involvement in science communication practices was narrow (limited to science media consumption). Second, their experiences of exclusion
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TEAM MEMBERS: emily dawson
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