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resource project Public Programs
The Exploratorium will increase the museum community's understanding of the impact of a single science museum visit on "emerging adult" learners-young adults aged 18-29, who are not yet married and have no children. In particular, the study will attempt to understand how museum visits help young women build crucially important science self-confidence. The project will build on prior IMLS-funded research that found that a science museum visit mitigated a pre-existing gender gap in science confidence, or self-efficacy (SSE). The research team will replicate and investigate this effect further by observing male and female young adults during their visits, and over the course of the following three months. The study will gather data before, during, and after the visit through interviews, surveys, experience-sampling, and analysis of participants' social media posts. Results of this research will provide valuable information to the science museum community, as they seek to address the challenges of achieving gender equity in STEM education and the workforce.
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TEAM MEMBERS: Josh Gutwill
resource project Public Programs
The Massachusetts Audubon Society will develop, pilot, and implement an evaluation framework for nature-based STEM programming that serves K-12 students visiting its network of nature centers and museums. Working with an external consultant, the society will develop the framework comprised of a logic model and theory of change for fieldtrips, and develop a toolkit of evaluation data collection methodology suitable to various child development stages. The project team will design and conduct three professional development training seminars to help Massachusetts Audubon school educators develop a working understanding of the new evaluation framework for school programs and gain the skills necessary to support protocol implementation. This project will result in the development and adoption of a universal protocol to guide the collection, management, and reporting of education program evaluation data across the 19 nature centers and museums in the Massachusetts Audubon system.
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TEAM MEMBERS: Kris Scopinich
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 research, approaches and resources for use in a variety of settings. There are few empirical studies of sustained youth engagement in STEM-oriented making over time, how youth are supported in working towards more robust STEM related projects, on the outcomes of such making experiences among youth from historically marginalized communities, or on the design features of making experiences which support these goals. The project plans to conduct a set of research studies to develop: a theory-based and data-driven framework for equitably consequential making; a set of related individual-level and program-level cases with exemplars (and the associated challenges) that can be used by researchers and practitioners for guiding the field; and an initial set of guiding principles (with indicators) for identifying equitably consequential making in practice. The project will result in a framework for equitably consequential making with guiding principles for implementation that will contribute to the infrastructure for fostering increased opportunities to learn among all youth, especially those historically underrepresented in STEM.

Through research, the project seeks to build capacity among STEM-oriented maker practitioners, researchers and youth in the maker movement around equitably consequential making to expand the prevailing norms of making towards more transformative outcomes for youth. Project research will be guided by several questions. What do youth learn and do (in-the-moment and over time) in making spaces that work to support equity in making? What maker space design features support (or work against) youth in making in equitably consequential ways? What are the individual and community outcomes youth experience in STEM-making across settings and time scales? What are the most salient indicators of equitably consequential making, how do they take shape, how can these indicators be identified in practice? The project will research these questions using interview studies and critical longitudinal ethnography with embedded youth participatory case study methodologies. The research will be conducted in research-practice partnerships involving Michigan State University, the University of North Carolina at Greensboro and 4 local, STEM- and youth-oriented making spaces in Lansing and Greensboro that serve historically underrepresented groups in STEM, with a specific focus on youth from lower-income and African American backgrounds.
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resource project Media and Technology
Hero Elementary is a transmedia educational initiative aimed at improving the school readiness and academic achievement in science and literacy of children grades K-2. With an emphasis on Latinx communities, English Language Learners, youth with disabilities, and children from low-income households, Hero Elementary celebrates kids and encourages them to make a difference in their own backyards and beyond by actively doing science and using their Superpowers of Science. The project embeds the expectations of K–2nd NGSS and CCSS-ELA standards into a series of activities, including interactive games, educational apps, non-fiction e-books, hands-on activities, and a digital science notebook. The activities are organized into playlists for educators and students to use in afterschool programs. Each playlist centers on a meaningful conceptual theme in K-2 science learning.
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TEAM MEMBERS: Joan Freese Momoko Hayakawa Bryce Becker
resource project Public Programs
This workshop is funded through the "Dear Colleague Letter: Principles for the Design of Digital Science, Technology, Engineering, and Mathematics (STEM) Learning Environments (NSF 18-017)." In today's educational climate, organizations are creating physical learning spaces for hands-on STEM activities, often called makerspaces, co-working spaces, innovation labs, or fablabs. These spaces have evolved to be interdisciplinary centers that personalize learning for individual, diverse learners in collaborative settings. When designed well, these physical spaces create communities that contextualize learning around participants' goals and thus address STEM learning in a dynamic and integrated way. Participation in these learning environments encourages the cultivation of STEM identities for young people and can positively direct their career trajectories into STEM fields. This workshop will bring together a community of collaborators from multiple stakeholder groups including academia, public libraries, museums, community based organizations, non-profits, media makers and distribution channels, and educators within and beyond K-12 schools. Led by the University of Arizona, and held at Biosphere 2, an international research facility, participants will engage in activities that invite experimentation with distributed learning technologies to examine ways to adapt learning to the changing technological landscape and create robust, dynamic online learning environments. The workshop will culminate in a synthesis of design principles, assessment approaches, and tools that will be shared widely. Partnerships arising from the workshop will pave the way for sustained efforts in this area that span research and practice communities. Outcomes will address research and development of the next generation of digitally distributed learning environments.

The three day workshop convening will provide a unique forum to (1) exchange innovative ideas and share challenges and opportunities, (2) connect practical and research-based expertise and (3) form cross-institutional and cross-community partnerships that envision, propose, and implement opportunities for collecting and analyzing data to systematically inform the collective understanding. Participation-based activities will include design-based experiences, participatory activities, demonstrations of works in progress, prototyping, creative pitching, practitioner lightning talks, small group breakouts, hands-on design activities, and an 'unconference' style synthesis of bold ideas. Participants will be invited to experiment with distributed learning technologies. Five focus areas for the workshop include (1) inclusivity of learning spaces that invite multiple perspectives and full participation, (2) documenting learning in ways that are linked to outcomes and impacts for all learners, (3) implementing the use of new technologies in diverse settings, such as the workforce, (4) interpersonal interactions and peer-to-peer learning that may encourage a STEM career-path, and, (5) methods for collecting and analyzing data at the intersection of people, the learning environment, and new technologies at multiple levels. Outcomes of the workshop will serve to advance knowledge regarding critical gaps and opportunities and identify and characterize models of collaboration, networking, and innovation that operate within and across studio-based STEM learning environments.

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: Jill Castek Leslie Sult Jennifer Nichols Kevin Bonine Blaine Smith
resource project Public Programs
This project is a Smart and Connected Communities award. The community is part of Evanston, Illinois and is composed of the lead partners described below:


EvanSTEM which is a in-school/out of school time (OST) program to improve access and engagement for students in Evanston who have underperformed or been underrepresented in STEM.
McGaw YMCA which consists of 12,000 families serving 20,000 individuals and supporting technology and makerspace activities (MetaMedia) in a safe community atmosphere.
Office of Community Education Partnerships (OCEP) at Northwestern University which provides support for the university and community to collaborate on research, teaching, and service initiatives.


This partnership will develop a new approach to learning enagement through the STEAM (Science, Technology, Engineering, Arts, and Mathematics) interests of all young people in Evanston. This project is entitled Interests for All (I4All) and builds upon existing research results of the two Principal Investigators (PIs) and previous partnerships between the lead partners (EvanSTEM and MetaMedia had OCEP as a founding partner). I4All also brings together Evanston school districts, OST prividers, the city, and Evanston's Northwestern University as participants.

In particular the project builds on PI Pinkard's Cities of Learning project and co-PI Stevens' FUSE Studios project. Both of these projects have explicit goals to broaden participation in STEAM pursuits, a goal that is significantly advanced through I4All. In this project, I4All infrastructure will be evaluated using quantitative metrics that will tell the researchers whether and to what degree Evanston youth are finding and developing their STEAM interests and whether the I4All infrastructure supports a significantly more equitable distribution of opportunities to youth. The researchers will also conduct in depth qualitative case studies of youth interest development. These longitudinal studies will complement the quantitative metrics of participation and give measures that will be used in informing changes in I4All as part of the PIs Design Based Implementation Research approach. The artifacts produced in I4All include FUSE studio projects, software infrastructure to guide the students through OST and in-school activities and to provide to the students actionable information as to logistics for participation in I4All activities, and data that will be available to all stakeholders to evaluate the effectiveness of I4All. Additionally, this research has the potential to provide for scaling this model to different communities, leveraging the OST network in one community to begin to offer professional development more widely throughout the school districts and as an exemplar for other districts. These research results could also affect strategies and policies created by local school officials and community organizations regarding how to work together to create local learning environments to create an ecosystem where formal and informal learning spaces support and reinforce STEAM knowledge.

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: Nichole Pinkard Reed Stevens
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
In 2018, the Croucher Foundation conducted its third annual mapping exercise for the out-of-school STEM learning ecosystem in Hong Kong.

The study reveals a rich and vibrant ecosystem for out-of-school STEM in Hong Kong with over 3,000 discrete activities covering a very wide range of science disciplines. This third report indicates extremely rapid growth in available out-of-school STEM activities compared to 2016 and an even larger increase in the number of organisations offering out-of-school STEM activities in Hong Kong.

STEM educators are eager to foster long term collaboration with each other, and with schools. At the same time, good working practice by schools, teachers, STEM educators and institutions that involves and engages local communities was discovered, showing the diversified modes of connection which could enhance the sustainability of STEM ecosystem.

We trust that this three-year study with its associated digital maps, provides a useful resource for schools, teachers, students, parents, STEM educators and education policy makers in Hong Kong.
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TEAM MEMBERS: Siu Po Lee David Foster
resource research Public Programs
The goal of our research is to identify strengths and weaknesses of high school level science fair and improvements that might enhance learning outcomes based on empirical assessment of student experiences. We use the web-based data collection program REDCap to implement anonymous and voluntary surveys about science fair experiences with two independent groups -- high school students who recently competed in the Dallas Regional Science and Engineering Fair and post high school students (undergraduates, 1st year medical students, and 1st year biomedical graduate students) on STEM education
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TEAM MEMBERS: Frederick Grinnell Simon Dalley Karen Shepherd Joan Reisch
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 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 research Public Programs
This Conference Paper was presented at the International Soceity for the Learning Sciences Confernece in June 2018. We summarize interviews with youth ages 9-15 about their failure mindsets, and if those midsets cross boundaries between learning environments. Previous research on youth’s perceptions and reactions to failure established a view of failure as a negative, debilitating experience for youth, yet STEM and in particular making programs increasingly promote a pedagogy of failures as productive learning experiences. Looking to unpack perceptions of failure across contexts and
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