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resource project Media and Technology
This Research Advanced by Interdisciplinary Science and Engineering (RAISE) project is supported by the Division of Research on Learning in the Education and Human Resources Directorate and by the Division of Computing and Communication Foundations in the Computer and Information Science and Engineering Directorate. This interdisciplinary project integrates historical insights from geometric design principles used to craft classical stringed instruments during the Renaissance era with modern insights drawn from computer science principles. The project applies abstract mathematical concepts toward the making and designing of furniture, buildings, paintings, and instruments through a specific example: the making and designing of classical stringed instruments. The research can help instrument makers employ customized software to facilitate a comparison of historical designs that draws on both geometrical proofs and evidence from art history. The project's impacts include the potential to shift in fundamental ways not only how makers think about design and the process of making but also how computer scientists use foundational concepts from programming languages to inform the representation of physical objects. Furthermore, this project develops an alternate teaching method to help students understand mathematics in creative ways and offers specific guidance to current luthiers in areas such as designing the physical structure of a stringed instrument to improve acoustical effect.

The project develops a domain-specific functional programming language based on straight-edge and compass constructions and applies it in three complementary directions. The first direction develops software tools (compilers) to inform the construction of classical stringed instruments based on geometric design principles applied during the Renaissance era. The second direction develops an analytical and computational understanding of the art history of these instruments and explores extensions to other maker domains. The third direction uses this domain-specific language to design an educational software tool. The tool uses a calculative and constructive method to teach Euclidean geometry at the pre-college level and complements the traditional algebraic, proof-based teaching method. The representation of instrument forms by high-level programming abstractions also facilitates their manufacture, with particular focus on the arching of the front and back carved plates --- of considerable acoustic significance --- through the use of computer numerically controlled (CNC) methods. The project's novelties include the domain-specific language itself, which is a programmable form of synthetic geometry, largely without numbers; its application within the contemporary process of violin making and in other maker domains; its use as a foundation for a computational art history, providing analytical insights into the evolution of classical stringed instrument design and its related material culture; and as a constructional, computational approach to teaching geometry.

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: Harry Mairson
resource project Public Programs
Research on how museum staff are trained continues to emerge. Training varies considerably across institutions and typically includes observations, shadowing, and trial and error. While museum educators put high value on increasing visitor-centered participatory experiences, engagement based on acquisition-based theories of learning is still common among floor staff, even after training. Facilitating learning about science, technology, engineering, and mathematics (STEM) topics in ways that support visitors in constructing their own understanding is difficult, especially since floor staff/facilitators may be working simultaneously with children and adults of a range of ages, backgrounds, and goals. This project will advance understanding of how to facilitate open-ended learning experiences in ways that engage visitors in practices that align with the STEM disciplines. The project will result in an evidence-based facilitation framework and training modules for training informal science educators. The work is grounded in constructivist theories of learning and identity work and focuses on visitors constructing understanding of STEM topics through active engagement in the practices of STEM. This model also results in learning experiences in informal settings that are mutually reinforcing with the goals of schools. This research is being conducted through an established researcher-practitioner partnership between MOXI, the Wolf Museum of Exploration + Innovation and the University of California at Santa Barbara (UCSB).

The two primary goals of the work are to (1) enable visitors to better engage in STEM practices (practice-based learning) and (2) investigate the role of training in helping facilitators develop the practice-based facilitation strategies needed to support visitors' learning. STEM content in this study is physical science. Prior work resulted in two tools that constitute part of a facilitation framework (a practices-by-engagement matrix and three facilitation pathways) which help educators identify appropriate goals based on how the visitor is engaging with exhibits. The development of the final tool in the framework, facilitation strategies, and the refinement of the first two tools will be done using a design-based implementation research (DBIR) approach. Data collection and analysis will be directed and completed by research-practitioner teams of UCSB graduate students (researchers) and MOXI educators (practitioners); MOXI educators will be both participants and researchers. Data collection activities include: video data using point-of-view cameras worn by visitors and educators; interviews of educators and visitors; observations of the training program; and educator reflections. In the final year, a small field test will be done at six sites, representing different types of museums. Interviews and reflections comprise the data collection at the field sites.


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: Ron Skinner Danielle Harlow
resource project Media and Technology
Polar Literacy: A model for youth engagement and learning will foster public engagement with polar science. The project targets middle-school aged underserved youth and polar research scientists, with the goal to increase youth interest in and understanding of Polar Regions, and to hone researchers' science communication skills. The project will develop affordable and replicable ways of bringing polar education to informal learning environments, extend our understanding of how polar education initiatives can be delivered to youth with maximum effect, and design a professional development model to improve the capacity for Polar Region researchers to craft meaningful broader impact activities. Polar Literacy will create and test a model which combines direct participation by scientists in after-school settings, with the use of curated polar research data sets and data visualization tools to create participatory learning experiences for youth. Beyond the life of the project funding, many of the project deliverables (including kits, videos, and other resources) will continue to be used and disseminated online and in person through ongoing work of project collaborators.

Polar Literacy: A model for youth engagement and learning will advance the understanding of informal learning environments while leveraging the rich interdisciplinary resources from polar investments made by the National Science Foundation (NSF). The project's key audiences -- polar researchers, informal educators, and out-of-school time (OST) youth in grades 4-7 (ages 9-13) -- will connect through both place-based and internet-based experiences and work collaboratively to generate a flexible, scalable, and transferable education model. The project will 1) design OST kits and resource guides (focused on Polar Literacy Principles) and include "Concept in a Minute" videos designed to highlight enduring ideas, 2) provide professional development for informal educators, 3) synthesize a club model through adaptation of successful facets of existing informal learning programs, and 4) create Data Jam events for the OST Special Interest (SPIN) clubs and camp programs by modifying an existing formal education model. A research design, implemented at four nodes over three years, will answer three research questions to evaluate the impact of professional development on informal educators, as well as the impact of programs on youth, and the effectiveness of the model. In addition to the project team and collaborators who are informal education practitioners, an advisory board composed of experts in youth programming, informal education, and evaluation will guide the project to ensure that it advances the body of informal STEM learning research.

Polar Literacy is an Advancing Informal STEM Learning (AISL) Innovations in Development project in response to the Dear Colleague Letter: Support for Engaging Students and the Public in Polar Research (NSF 18-103). Polar Literacy 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 (Science, Technology, Engineering, Mathematics) learning in informal environments. This project has co-funding support from the Antarctic section of the Office of Polar Programs.

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: Janice McDonnell Oscar Schofield Charles Lichtenwalner Jason Cervenec
resource project Informal/Formal Connections
Museums in the US receive approximately 55 million visits each year from students in school groups. Field trip visits to an art museum have been found to positively impact critical thinking skills, empathy and tolerance - an increase that can be even more significant for youth from rural or high-poverty regions. While field trips are popular, especially at science museums, there have been no experimental studies about their impact on STEM career choices and interests, much less any which used a culturally sensitive and responsive approach. Given the resources put into field trips, this study investigates if causal links can be drawn between museum experiences and impact on youth. The Museum of Science & Industry uses a Learning Labs approach for engaging its visitors. These "Learning Labs" are facilitated experiences that run roughly an hour. Currently there are 12 lab topics. This study focuses on MedLab--one of the learning labs--as the setting for the research. MedLab is designed for on-site and online experience using ultra-sophisticated and highly versatile technology in challenges taken from research on the top healthcare issues that face adolescents in their communities.

This study is informed by research and theory on Social Cognitive Career Theory (SCCT) and Racial and Ethnic Identity. The former describes a process many follow when thinking about career options, broadly. The latter describes how people see themselves in the world through their membership with a racial and/or ethnic group. Both processes can collectively influence STEM career choices. This study follows an embedded mixed-method design. The quantitative portion includes an experimental, pre/post/delayed post-test design of both educators and their students using multiple measures taken mostly from previously published instruments. The qualitative portion includes observation rubrics of MedLab sessions along with interviews and focus groups with staff, educators, students and families that take place both within and outside of the museum. This is an experimental study of moderate size of both heterogeneous teacher and student populations in real world settings. It involves comparing youth and educators that participate in MedLab with those who do not. By conducting research that looks at each community through the lens of their unique experiences, the research will measure their impact more sensitively and authentically, addressing a gap in current literature on informal science, technology, engineering, or mathematics (STEM) career education with diverse students.

This study is funded by the Advancing Informal STEM Learning (AISL) program and the Innovative Technology Experiences for Students and Teachers (ITEST) program.

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: Aaron Price Bernadette Sanchez Aerika Loyd Rex Babiera Nicole Kowrach
resource project Public Programs
The role of afterschool programs in the science, technology, engineering, and mathematics (STEM) learning ecosystem has grown over the past two decades, which has led to increasing efforts to support and improve program quality. These efforts include developing STEM programs and curricula, creating standards for facilitating informal STEM learning experiences, building networks of support, and developing tools for assessment and evaluation. However, such efforts may have limited impact in terms of ongoing quality improvement. STEM curricula vary in disciplinary focus, quality and may not apply to local contexts and needs. Many afterschool programs resort to using simple STEM kits or online activities rather than rigorous curricula with support for educators. The project will study how the California Department of Education's (CDE) efforts to change organizational culture to support continuous quality improvement (CQI) have affected the offerings and quality of afterschool STEM in the state's more than 4,500 publicly funded afterschool sites. The EPISTEMIC project will contribute new research findings on how CQI can increase access to higher quality STEM learning opportunities for underserved youth. Even more important, the project will provide new insights on how organizational culture affects participation in and implementation of afterschool CQI.

The team will use an organizational theory framework and a mixed methods approach to conduct three research activities: (1) Describe the organizational context through interviews, participant observations, and artifact analysis to map and describe the overall support system as a context for understanding organizational culture change; (2) Describe change over time in organizational culture, CQI processes, and STEM program offerings and quality through surveys/interviews of afterschool youth, staff, directors, and grantee representatives; and (3) Generate explanations about the relationships between organizational culture, CQI, and STEM quality in different contexts through in depth case studies. Bringing organizational culture, CQI, and STEM offerings and quality into shared focus is the most important intellectual contribution of this work. Organizational theory's sensemaking concept will guide analyses to describe, exemplify, and generate theoretical explanations for patterns in organizational culture, CQI, and STEM program changes, with attention to relevant contextual factors.

Continuous quality improvement provides tools for afterschool STEM staff to identify needs and ways to improve. The EPISTEMIC study will contribute recommendations on the systemic, organizational, and cultural aspects of improvement strategies relevant to policymakers, funders, support providers, and afterschool organizations in California, as well as other state or nongovernmental support systems around the country. The study will also produce CQI guidelines for reflecting on and incorporating changes to organizational culture as part of CQI for afterschool staff and site directors. These will be helpful for practitioners around the country. The study's focus on three organizational contexts -- school district, national afterschool, and local afterschool -- will extend the relevance of the findings and recommendations, which will be disseminated through forums, workshops, and articles in practice and policy-oriented publications. The study will also benefit the research community by providing a framework and methods for studying organizational culture and CQI. The findings on the relationships between organizational culture, CQI, and STEM offerings and outcomes will provide a foundation for further research on how these relate to STEM learning outcomes for youth. EPISTEMIC 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 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: Patrik Lundh Andrea Beesley Timothy Podkul Carrie Allen
resource project Public Programs
Research that seeks to understand classroom interactions often relies on video recordings of classrooms so that researchers can document and analyze what teachers and students are doing in the learning environment. When studies are large scale, this analysis is challenging in part because it is time-consuming to review and code large quantities of video. For example, hundreds of hours of videotaped interaction between students working in an after-school program for advancing computational thinking and engineering learning for Latino/a students. This project is exploring the use of computer-assisted methods for video analysis to support manual coding by researchers. The project is adapting procedures used for computer-aided diagnosis systems for medical systems. The computer-assisted process creates summaries that can then be used by researchers to identify critical events and to describe patterns of activities in the classroom such as students talking to each other or writing during a small group project. Creating the summaries requires analyzing video for facial recognition, motion, color and object identification. The project will investigate what parts of student participation and teaching can be analyzed using computer-assisted video analysis. This project is supported by NSF's EHR Core Research (ECR) program, the STEM+C program and the AISL program. The ECR program emphasizes fundamental STEM education research that generates foundational knowledge in the field. The project is funded by the STEM+Computing program, which seeks to address emerging challenges in computational STEM areas through the applied integration of computational thinking and computing activities within disciplinary STEM teaching and learning in early childhood education through high school (preK-12). 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.

The video analysis systems will provide video summarizations for specific activities which will allow researchers to use these results to quantify student participation and document teaching practices that support student learning. This will support the analysis of large volumes of video data that are often time-consuming to analyze. The video analysis system will identify objects in the scene and then use measures of distances between objects and other tracking methods to code different activities (e.g., typing, talking, interaction between the student and a facilitator). The two groups of research questions are as follows. (1) How can human review of digital videos benefit from computer-assisted video analysis methods? Which aspects of video summarization (e.g., detected activities) can help reduce the time it takes to review the videos? Beyond audio analytics, what types of future research in video summarization can help reduce the time that it takes to review videos? (2) How can we quantify student participation using computer-assisted video analysis methods? What aspects of student participation can be accurately measures by computer-assisted video analysis methods? The video to be used for this study is drawn from a project focused on engineering and computational thinking learning for Latino/a students in an after-school setting. Hundreds of hours of video are available to be reviewed and analyzed to design and refine the system. The resulting coding will also help document patterns of engagement in the learning environment.

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: Marios Pattichis Sylvia Celedon-Pattichis Carlos LopezLeiva
resource project Public Programs
Libraries can provide unique opportunities for rural youth and communities. Phase III of the STAR Library Network will be a collaboration with 12 rural school districts in largely Latinx communities to address the challenges faced by rural youth, particularly English Language Learners. The project will use a coordinated and tested strategy to establish three learning pathways in public libraries: science learning spaces with exhibits, library programs, and science kits. These resources will provide learners with art-rich STEM learning opportunities.

Partners

Project partners include the Space Science Institute, the American Library Association (ALA), the Institute for Learning Innovation, and Twin Cities Public Television. The project will rely significantly on expertise from the Latinx community.

Project Plan

Building on an established librarian training model, the project will introduce library staff to the STEAM content and guide them in developing their own STEAM Learning Pathways. The project will draw on existing professional infrastructure from the ALA and the Institute for Learning Innovation’s established community of practice. SciGirls digital media, hands-on activities, family resources, and a training network will expand the depth and reach of the project.

The Research

The research team will study the efficacy of each pathway, alone and in tandem, on participant’s interest development and persistence. The research will use a mixed-methods design-based approach that involves questionnaires, interviews, and case studies. The results should yield a model for nationwide application and contribute insights for the formal education sector.

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: Lainie Castle
resource project Public Programs
Addressing Societal Challenges through STEM (ASCs) received NSF AISL funding to conduct a Literature Review and Synthesis to answer the question: How are informal learning institutions advancing the use of STEM knowledge and scientific reasoning in the ways that individuals, families, and communities understand what they can do, and apply their learning to solving the societal challenges of our time? Using a definition of societal challenges based on research around the public understanding of social problems, this systematic literature review will identify, analyze, and synthesize three bodies of peer and field-reviewed literature (peer-reviewed journals, graduate theses, and evaluation reports of nationally-funded project).

Over the past decade, Informal STEM learning organizations have increasingly engaged in innovative ways to present STEM knowledge within the context of societal challenges such as climate change, energy sources, cyber-security, Nanotechnologies, coastal resilience, and other topics. These efforts significantly expand the traditional work of Informal STEM Learning (ISL) organizations, often leading to new types of interventions, partnerships, impacts, and assessment tools. Analyzing and interpreting the aggregate of this work will advance theoretical and practical knowledge about the potential of ISL’s in advancing the place of STEM in addressing societal challenges.

Demonstrating and articulating the characteristics of how ISL organizations are addressing societal challenges, encourages and informs the ways institutions can address the NSF strategic goal to “Advance the capability of the Nation to meet current and future challenges.” The project outputs aim to Enhance Knowledge-building, Build Capacity of the Field, and Maximize Strategic Impact by informing the strategies used by organizations and individuals. The results also aim to Broaden Participation by articulating the ways STEM knowledge is embedded and linked to personal experiences and choices.

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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resource project Media and Technology
Future educational robots are emerging as social companions supporting learning. By socially interacting with such a robot, learners can potentially reason and talk about the things they are learning and receive help in seeing the relevance of STEM in their daily lives. However, little is known about how to design educational robots to work with youth at home over a long period of time. This project will develop an informal science learning program, called STEMMates, in collaboration with a local community center, for youth with little interest in science. The program will partner learners with an in-home learning companion robot, designed to read books with youth and provide science activities for them at the community center, where youth will engage in exciting and personally relevant science learning. As the learner reads books, the robot will make comments about what is happening in the book to help connect the reading to the science activities at the community center. The overarching goals of STEMMates are to: (a) positively support youth's individual interest in science and future science learning, (b) connect in-home learning experiences with out-of-school community-based learning, (c) bridge the gap between formal and informal engagement and learning in science, and (d) encourage the participation of youth who are underrepresented and who have low interest in STEM learning. This project is funded by the Advancing Informal STEM Learning program, which seeks to advance new approaches to and evidence-based understanding of the design and development of STEM learning opportunities for the public in informal environments.

Researchers will work with youth and staff at the community center, alongside experts in informal science learning, to design the program and then test how learners respond to reading with the robot and participating in the science activities and whether this program has a lasting impact on their science interest. Social interactions with a robot may help distribute cognitive load during learning activities to help youth reason about STEM and also supplement learning by improving feelings of value and belongingness in order to facilitate lasting interest development. Following a mixed-methods research approach using qualitative and quantitative data-collection techniques, the research team will investigate the following research questions: (1) What social and interest-development supports and activities can be utilized as socially situated interest scaffolds in an informal and in-home, augmented reading and science activity program to promote individual interest and learning in science for low interest learners? How can a social robot best facilitate this program? (2) How do learners perceive and interact with the robot in authentic, in-home, long-term situations, and how does this interaction change over time? (3) Does working with a robot designed with socially situated interest scaffolds increase individual interest in science when compared to a pre-intervention baseline, and do these effects impact future (long-term) interest and engagement in formal science learning? To answer these research questions, researchers will implement the science learning program during an 11-week summer deployment and utilize an AB single-case research design. Interview-based qualitative data and self-report surveys to examine the learner?s perception of the robot and their evolving interest in science and quantitative data on science learning using pre-/post-measure comparisons will be collected. Log data of time-on-task, reading rate, book selection and reading goal attainment will also be collected by the robot. The outcomes of this project will lay the groundwork for future investigations of the design of social robots for a diversity of learner populations and their use in different informal learning settings.

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: Bilge Mutlu
resource project Media and Technology
Robots and robotics excite and challenge youths and adults. Unfortunately, the cost of purchasing robots or building useful robots is prohibitive for many low resource individuals and groups. This project will relieve this expense and provide an opportunity for resource limited individuals to experience the thrilling aspects of robotics by building a computer game that simulates robotic action. This project uses co-robotics wherein the participating player programs an avatar to assist in a symbiotic manner to achieve the goals of the game and participant. The game will provide access to the ideas and concepts such as programing, computational thinking and role assumption. The overarching goals are (1) to engage low-resource learners in STEM education through robotics in out-of-school spaces, and (2) to update the field of robotics-base STEM education to integrate the co-robotics paradigm.

This project is designed to gain knowledge on how co-robotics can be used in the informal education sector to facilitate the integration of computational science with STEM topics and to expand the educational use of co-robotics. Because the concept of co-robotics is new, a designed-based research approach will be used to build theoretical knowledge and knowledge of effective interventions for helping participants learn programing and computational thinking. Data will be collected from several sources including surveys, self-reports, in game surveys, pre and post-tests. These data collection efforts will address the following areas: Technology reliability, Resolution of cognitive tension around co-play, Accelerate discovery and initial engagement, Foster role-taking and interdependence with co-robots, Investigate social learning, and Validate measures using item response theory analysis. The DBR study questions are:

1.What design principles support the development of P3Gs that can effectively attract initial engagement in a free-choice OST space that offers large numbers of competing options? 2.What design principles support a P3G gameplay loop that enables learning of complex skills, computational thinking and co-robotics norms, and building of individual and career interest over the course of repeated engagement?

3.What design principles support P3Gs in attaining a high rate of re-engagement within low-resource OST settings? 4.What kinds of positive impact can P3Gs have on their proximal and distal environment? In addition, the project will research these questions about design: 1.What technical and game design features are needed to accommodate technological interruption? 2.What design elements or principles mitigate competition for cognitive resources between real-time play and understanding the co-robotic's behavior in relation to the code the player wrote for it? 3.What design elements are effective at getting learners in OST settings to notice and start playing the game? 4.What designs are effective at encouraging learners to engage with challenging content, particularly the transition from manual play to co-play? 5.What design elements help players develop a stake in the role the game offers? 6.What social behaviors emerge organically around a P3G prototype that is not designed to evoke specific social interactions?

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: Ross Higashi
resource research Exhibitions
Research shows that science centers and museums play an important role in giving youth STEM learning opportunities (Hamilton, Nussbaum, Kupermintz, Kerkhoven, & Snow, 1995; Salmi, 2001, 2002). These informal learning spaces use interactive exhibits and programming to spur excitement, generate interest in the sciences, shape STEM identities, and support science skills (National Research Council, 2009). A previous Knowledge Base article on engaging diverse youth further details the potential of informal learning to activate STEM interest. However, despite these encouraging findings, informal
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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