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resource project Professional Development, Conferences, and Networks
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 theme of this conference project by the New York Hall of Science will be exploring how to better design exhibits to promote "public engagement with science." Here, "public engagement with science" refers to opportunities that go beyond traditional approaches to the public understanding of science. The event will invite professionals to consider how to shift exhibit designs toward engaging visitors with STEM in ways that emphasize the intersection of STEM innovation with visitors' daily lives, their personal agency, and their interdependence with their personal social networks and the institutions that advance STEM knowledge and innovation. The conference and its pre- and post-conference activities will bring together curators, exhibition developers, community outreach professionals, museum administrators, and learning scientists from the United States and Canada. They will work together to identify design principles and key obstacles to designing exhibits that can better help science museums achieve two goals: 1) making visitors' diverse and personal questions, concerns, and perspectives central to their experience of the exhibits; and 2) engaging visitors as contributors to the exhibit experience in ways that make their contributions visible and consequential. During this two-day event attendees will consider how exhibits can support broader and more diverse public participation in critical debates about the roles of STEM discovery and innovation in society. The effort is grounded in recent work on public engagement with science; on reorganizing museums to become sites for participation and contribution by visitors, and particularly by institutions' local communities; and on making and engineering design programming within museums. The goal is to chart a course toward a vision of the future of science museums in which they maintain their status as sources of trusted information, while also fulfilling their potential as sites of genuine participation and social interaction, in which visitors make meaningful contributions to the substance and workings of the museum floor while also engaging with, learning about and holding themselves accountable to the core concepts and practices of the STEM disciplines. The conference will build the capacity and collaborative engagement of a network of science centers whose work is central to achieving the museum field's ultimate goal of engaging the public of all ages in learning STEM in informal environments. The conference and associated activities will be evaluated by staff at the New York Hall of Science, with oversight by an external advisory committee of research and development professionals. 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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resource project Informal/Formal Connections
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. This project examines the conditions in which families and young learners most benefit from "doing science and math" together among a population that is typically underserved with respect to STEM experiences--families experiencing poverty. This project builds on an existing program called Teaching Together that uses interactive parent-child workshops led by a museum educator and focused on supporting STEM learning at home. The goal of these workshops is to increase parents'/caregivers' self-perception and ability to serve as their child's first teacher by supporting learning and inquiry conversations during daily routines and informal STEM activities. Families attend a series of afternoon and evening workshops at their child's preschool center and at a local children's museum. Parents/Caregivers may participate in online home learning activities and museum experiences. The project uses an experimental design to test the added value of providing incremental supports for informal STEM learning. The study uses an experimental design to address potential barriers parents/caregivers may perceive to doing informal STEM activities with their child. The project also explores how the quantity and quality parent-child informal learning interactions may relate to changes in children's science and mathematics knowledge during the pre-kindergarten year. The project partners include the Children's Learning Institute at the University of Texas Health Science Center at Houston and the Children's Museum of Houston.

The project is designed to increase understanding of how parents/caregivers can be encouraged to support informal STEM learning by experimentally manipulating key aspects of the broader expectancy-value-cost motivation theory, which is well established in psychology and education literatures but has not been applied to preschool parent-child informal STEM learning. More specifically, the intervention conditions are designed to identify how specific parent supports can mitigate potential barriers that families experiencing poverty face. These intervention conditions include: modeling of informal STEM learning during workshops to address skills and knowledge barriers; materials to address difficulties accessing science and math resources; and incentives as a way to address parental time pressures and/or costs and thereby improve involvement in informal learning activities. Intervention effects will be calculated in terms of effect sizes and potential mediators of change will be explored with structural equation modeling. The first phase of the project uses an iterative process to refine the curriculum and expand the collection of resources designed for families of 3- to 5-year-olds. The second phase uses an experimental study of the STEM program to examine conditions that maximize participation and effectiveness of family learning programs. In all, 360 families will be randomly assigned to four conditions: 1) business-as-usual control; 2) the Teaching Together core workshop-based program; 3) Teaching Together workshops + provision of inquiry-based STEM activity kits for the home; and 4) Teaching Together workshop + activity kits + provision of monetary incentives for parents/caregivers when they document informal STEM learning experiences with their child. The interventions will occur in English and Spanish. A cost analysis across the interventions will also be conducted. This study uses quantitative and qualitative approaches. Data sources include parent surveys and interviews, conversation analysis of home learning activities, parent photo documentation of informal learning activities, and standardized assessments of children's growth in mathematics, science, and vocabulary 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: Tricia Zucker
resource project Public Programs
Over the last decade there has been significant growth in the number of afterschool programs that offer science activities to youth. Measuring the quality and contributions of these programs to youth learning is important to both the afterschool organizations and the communities that support them, including participating youth and their families. To address the range and evolving interests and capacities of all young people within a community, there are, by necessity, a wide range of types of afterschool science programming. Such programming may vary by focus (e.g., botany, astronomy, computer science, engineering, or zoology), structure (e.g., hands-on, place-based, on-line, or in partnership with local industry) and other factors. Across the range of programming, there are different intended learning goals and opportunities for students. For these reasons, a range of measurement tools are needed to monitor the quality and outcomes of wide range of afterschool science programs. To explore the current state of evaluation and measurement tools for use in afterschool science programs, the University of Washington, in partnership with the Afterschool Alliance and the National Girls Collaborative, will design and host a conference for afterschool STEM leaders, researchers, and evaluators. 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 conference is grounded in the programmatic priorities and strategies of afterschool organizations. The goals of the conference are to (a) articulate and map the range of intended outcomes of afterschool STEM programs; (b) identify how existing measurement and evaluation tools map on to intended outcomes; and (c) identify overlaps, complementarities, and gaps in the available tools in order to provide guidance to (i) practitioners on how and why to select current evaluation tools and (ii) researchers on directions for future tool development. Tangible convening products include:

*A detailed, visual representation ("intended outcomes map") of the range of outcomes afterschool programs are seeking to achieve, related to student learning, educator capacity, program quality, family impacts, learning ecosystems connectivity;

*A taxonomy of current evaluation instruments aligned to these outcomes, with an explanation of how they overlap or differentiate both methodologically and theoretically;

*The identification of the areas where further work is needed, including further specification of learning outcomes and future development of evaluation tools.

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: Katie Headrick Taylor Karen Peterson Jennifer Rinehart Bronwyn Bevan
resource project Public Programs
This Innovations in Development 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 Pilot and Feasibility study will investigate strategies for enhancing the mathematics in museum-based making and tinkering activities and lay the foundation for a full research study on broadening family participation in mathematics through making. This proposal builds directly on the NSF-funded Math in the Making convening. During this convening, questions about how to authentically highlight and enhance the mathematics in making and tinkering experiences, and how different math-enhancement approaches might influence learner experiences and outcomes, emerged as critical issues for researchers, educators, and mathematicians alike. The project aims to provide a practical lens to help researchers and educators connect topics across STEM with making and tinkering experiences. The project also seeks to advance theoretical understandings of museum-based learning by exploring ways that activity design and facilitation strategies influence how visitors understand the nature and goals of the experience and, in turn, how these visitor experiences shape learning outcomes. The project is designed to explore the most promising of these math-enhancement strategies in more depth, to propose as a next project and develop a theoretical framework for understanding and describing how these strategies influence how families understand and engage with the mathematics in maker experiences. Through several culturally-responsive approaches developed in collaboration with community-based organizations, the project will research how mathematics in maker experiences influences participant engagement and learning. The project will culminate in the design of a research study. Reports and resources developed by the project will be broadly disseminated to researchers, mathematicians, and educators. 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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resource project Public Programs
Informal STEM education needs high quality program evaluation. Research is particularly needed on the relationship between STEM outcomes and positive youth development (PYD) / socio-emotional learning (SEL). This pilot and feasibility project involves a collaboration between experts in STEM education, out-of-school time programs (OST), PYD, SEL, evaluation, and program development. STEM Scouts helps youth grow in character and develop skills using experiential activities and interaction with STEM professionals. This project expands the implementation of the Systems Evaluation Protocol (SEP), an evidence-based approach to evaluation planning.

The goals are to: 1) develop a theory of change for STEM Scouts highlighting the relationship between STEM outcomes and PYD/SEL outcomes; 2) pilot enhancements to the SEP (System Mapping, Ecosystem Modeling, and Model Validation); and, 3) determine the feasibility of conducting a national STEM Scouts study. STEM Scouts leadership and project researchers will work through the SEP to generate a stakeholder map, logic model, and pathway model (PM). Five STEM Scouts Labs across the country will participate in focus groups where they will complete SM to identify the system in which the Lab exists (e.g., stakeholders and decision-makers), review and revise their system maps, identify key outcomes and connections in the PM, and discuss how the PM reflects their STEM Scouts experiences. It is hypothesized the enhanced SEP will enable the working group to better understand factors hindering or enabling program and evaluation feasibility and success. Findings will be disseminated to the evaluation/research community, OST program providers/developers and the public.

This project is funded by the National Science Foundation's 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.
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TEAM MEMBERS: Jennifer Urban Miriam Linver
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 Informal/Formal Connections
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 Museum of Science, Boston (MOS) and Boston University (BU) will conduct a Pilot and Feasibility Study project that leverages the current Living Laboratory (LL) model and expand it to engage high school students (teens) in experimental psychology research, science communication and science education activities. In LL, which is now an extensive network of museums and university researchers across the country, scientists and museum staff collaborate to engage children in studies on the museum floor and educate caregivers about the research. Multi-site implementation and evaluation of LL has also documented positive impacts for undergraduate researchers. Many sites are eager to extend these benefits to high school students by engaging them as practitioners within the model and by providing them with opportunities to engage in current research, education and communication, thereby helping to foster stronger youth identities with science and its applications in society. This project expands a ten-year LL partnership between MOS and BU to: 1) pilot a program in which high school students both conduct scientific research and engage the public in learning about science; 2) explore strategies for museums and universities to collaboratively engage, support and mentor high school students in science research, communication and education activities; 3) document curricular, other programmatic, and evaluation materials; and 4) convene professional participants to provide feedback on pilot materials, and assess the viability of implementing similar programs at additional sites. Guided by developmental evaluation, these activities will generate knowledge for the field, and act to increase professional capacity to integrate experiences for teens at multiple LL sites in future projects. 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: Becki Kipling Peter Blake Rachel Fyler Katie Todd Ian Campbell Tess Harvey Owen Weitzman Allison Anderson
resource research Media and Technology
There are many reasons to be curious about the way people learn, and the past several decades have seen an explosion of research that has important implications for individual learning, schooling, workforce training, and policy. In 2000, How People Learn: Brain, Mind, Experience, and School: Expanded Edition was published and its influence has been wide and deep. The report summarized insights on the nature of learning in school-aged children; described principles for the design of effective learning environments; and provided examples of how that could be implemented in the classroom.
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TEAM MEMBERS: National Academies of Sciences, Engineering, and Medicine
resource project Professional Development, Conferences, and Networks
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. This project is a two-day conference, along with pre- and post-conference activities, with the goal of furthering the informal science learning field's review of the research and development that has been conducted on data visualizations that have been used to help the public better understand and become more engaged in science. The project will address an urgent need in informal science education, providing a critical first step towards a synthesis of research and technology development in visualization and, thus, to inform and accelerate work in the field in this significant and rapidly changing domain.

The project will start with a Delphi study by the project evaluator prior to the conference to provide an Emerging Field Assessment on data visualization work to date. Then, a two-day conference at the Exploratorium in San Francisco and related activities will bring together AISL-funded PIs, computer scientists, cognitive scientists, designers, and technology developers to (a) synthesize work to date, (b) bring in relevant research from fields outside of informal learning, and (c) identify remaining knowledge gaps for further research and development. The project team will also develop a website with videos of all presentations, conference documentation, resources, and links to social media communities; and a post-conference publication mapping the state of the field, key findings, and promising technologies.

The initiative also has a goal to broaden participation, as the attendees will include a diverse cadre of professionals in the field who contribute to data visualization work.

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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resource project Exhibitions
With snow providing water for about 2 billion people worldwide and playing a major role in the Earth's climate through its high albedo and insulation properties, on-going alterations in global snow resources pose real and extremely expensive societal adaptation/mitigation problems. The project goals are to:


Create opportunities for the public to learn about the vital role that snow plays in climate, water resources, and human lives.
Produce a better understanding of how culture affects informal Science, Technology, Engineering, Mathematics (STEM) learning.


The deliverables include:


An outreach program in Alaska that will visit 33 remote native villages;
A 2,000 square foot traveling exhibition on snow produced by the Oregon Museum of Science and Industry (OMSI) and exhibited at two additional museums during the life of the award;
Learning research, which will examine how the wide variation of cultural relationships to snow impacts learning in museum exhibitions. Each of these components will be evaluated over the course of the project. The travelling exhibition will tour to three museums per year for eight years, with an anticipated cumulative audience of over one million.


The focus on snow will highlight a fascinating yet under-appreciated part of the Earth system. The project aims to educate the public about snow and to produce a more informed and thoughtful public in the face of potential expensive and difficult snow-related societal decisions. Through informative displays, graphics, models, and other material, the project will engage traditionally under-served communities (at Native/remote villages) in Alaska, where a strong cultural connection to snow exists, as well as communities across the U.S. where the connection to snow can range from strong to weak. Across this cultural gradient, the project will explore through oral interviews and surveys the public response to various types and designs of informal science learning (ISL) displays, attempting to isolate and control for the effect of cultural vs. individual response to the materials. Informal learning theory specifies using front-end exploration of individual visitor-content relationships to guide exhibit design. This project's research goal expands that approach to include the effects of cultural engagement with a topic to develop more general tools to guide and improve the design process. The project is led by the University of Alaska Fairbanks (UAF) in collaboration with OMSI researchers from the COSI (Center of Science and Industry), Center for Research and Evaluation (CRE), and evaluators at the Goldstream Group. 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 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: Victoria Coats Matthew Sturm Deborah Wasserman
resource research Informal/Formal Connections
Scientists (and engineers) wishing to conduct public engagement do so in the context of established disciplinary norms and complex institutional systems that may support or limit their success. This report seeks to convey the known complexity, unique challenges, and opportunities for universities to better support for scientists in their public engagement work. The report is intended to drive discussion towards deeper exploration and development of actionable next steps. This is the executive summary of report from Workshop III: Academic Institutions, part of the Support Systems for
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TEAM MEMBERS: Julie Risien Roberta Nilson
resource project Exhibitions
Engagement is the cornerstone of learning in informal science education. During free-choice learning in museums and science centers, visitor engagement shapes how learners interact with exhibits, navigate through exhibit spaces, and form attitudes, interests, and understanding of science. Recent advances in multimodal learning analytics are creating novel opportunities for expanding the range and richness of measures of visitor engagement in free-choice settings. In particular, multimodal learning analytics offer significant potential for integrating multiple data sources to devise a composite picture of visitors' cognitive, affective, and behavioral engagement. The project will center on providing a rich empirical account of meaningful visitor engagement with interactive tabletop science exhibits among individual visitors and small groups, as well as uncovering broader tidal patterns in visitor engagement that unfold across exhibit spaces. A key objective of the project is creating models and practitioner-focused learning analytic tools that will inform the best practices of exhibit designers and museum educators. This project is funded by the Advancing Informal STEM Learning (AISL) program. As part of its overall strategy to enhance learning in informal environments, AISL funds research and innovative approaches and resources for use in a variety of settings. The research team will conduct data-rich investigations of visitors' learning experiences with multimodal learning analytics that fuse the rich multichannel data streams produced by fully-instrumented exhibit spaces with the data-driven modeling functionalities afforded by recent advances in machine learning and educational data mining. The research team will conduct a series of visitor studies of naturalistic engagement in solo, dyad, and group interactions as visitors explore interactive tabletop science exhibits. The studies will utilize eye trackers to capture visitors' moment-to-moment attention, facial expression analysis and quantitative field observations to track visitors' emotional states, trace logs generated by exhibit software, as well as motion-tracking sensors and coded video recordings to capture visitors' behavioral interactions. The studies will also use conversation recordings and pre-post assessment measures to capture visitors' science understanding and inquiry processes. With these multimodal data streams as training data, the research team will use probabilistic and neural machine learning techniques to devise learning analytic models of visitor engagement. The project will be conducted by a partnership between North Carolina State University and the North Carolina Museum of Natural Sciences. The research team will 1) design a data-rich multimodal visitor study methodology, 2) create the Visitor Informatics Platform, a suite of open source software tools for multimodal visitor analytics, and 3) launch the Multimodal Visitor Data Warehouse, a curated visitor experience data archive. Together, the multimodal visitor study methodology, the Visitor Informatics Platform, and the Multimodal Visitor Data Warehouse will enable researchers and practitioners in the informal science education community to utilize multimodal learning analytics in their own informal learning environments. It is anticipated that the project will advance the field of informal STEM learning by extending and enriching measures of meaningful visitor engagement, expanding the evidence base for visitor experience design principles, and providing learning analytic tools to support museum educators. By enhancing understanding of the cognitive, affective, and behavioral dynamics underlying visitor experiences in science museums, informal science educators will be well-positioned to design learning experiences that are more effective and engaging. 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: James Lester James Minogue Jonathan Rowe North Carolina Museum of Natural Sciences