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resource project Media and Technology
A team of experts from five institutions (University of Minnesota, Adler Planetarium, University of Wyoming, Colorado State University, and UC San Diego) links field-based and online analysis capabilities to support citizen science, focusing on three research areas (cell biology, ecology, and astronomy). The project builds on Zooniverse and CitSci.org, leverages the NSF Science Gateways Community Institute, and enhances the quality of citizen science and the experience of its participants.

This project creates an integrated Citizen Science Cyberinfrastructure (CSCI) framework that expands the capacity of research communities across several disciplines to use citizen science as a suitable and sustainable research methodology. CSCI produces three improvements to the infrastructure for citizen science already provided by Zooniverse and CitSci.org:


Combining Modes - connecting the process of data collection and analysis;
Smart Assignment - improving the assignment of tasks during analysis; and
New Data Models - exploring the Data-as-Subject model. By treating time series data as data, this model removes the need to create images for classification and facilitates more complex workflows. These improvements are motivated and investigated through three distinct scientific cases:
Biomedicine (3D Morphology of Cell Nucleus). Currently, Zooniverse 'Etch-a-Cell' volunteers provide annotations of cellular components in images from high-resolution microscopy, where a single cell provides a stack containing thousands of sliced images. The Smart Task Assignment capability incorporates this information, so volunteers are not shown each image in a stack where machines or other volunteers have already evaluated some subset of data.
Ecology (Identifying Individual Animals). When monitoring wide-ranging wildlife populations, identification of individual animals is needed for robust estimates of population sizes and trends. This use case combines field collection and data analysis with deep learning to improve results.
Astronomy (Characterizing Lightcurves). Astronomical time series data reveal a variety of behaviors, such as stellar flares or planetary transits. The existing Zooniverse data model requires classification of individual images before aggregation of results and transformation back to refer to the original data. By using the Data-as-Subject model and the Smart Task Assignment capability, volunteers will be able to scan through the entire time series in a machine-aided manner to determine specific light curve characteristics.


The team explores the use of recurrent neural networks (RNNs) to determine automated learning architectures best suited to the projects. Of particular interest is how the degree to which neighboring subjects are coupled affects performance. The integration of existing tools, which is based on application programming interfaces (APIs), also facilitates further tool integration. The effort creates a citizen science framework that directly advances knowledge for three science use cases in biomedicine, ecology, and astronomy, and combines field-collected data with data analysis. This has the ability to solve key problems in the individual applications, as well as benefiting the research of the dozens of projects on the Zooniverse platform. It provides benefits to researchers using citizen scientists, and to the nearly 1.6 million citizen scientists themselves.

This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Division of Research on Learning in Formal and Informal Settings, within the NSF Directorate for Education and Human Resources.

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: Gregory Newman Subhashini Sivagnanam Laura Trouille Sarah Benson-Amram Jeff Clune Lucy Fortson Craig Packer Christopher Lintott Daniel Boley
resource project Public Programs
Consideration of the needs of individuals with a wide range of disabilities is not always considered in the early design stages of an informal STEM learning (ISL) activity or program. The primary access approach for people with disabilities becomes the provision of accommodations once the ISL product or environment is created. In contrast, the Universal Design approach considers users with a wide range of characteristics throughout the design process and works to create products and environments that are accessible, usable, and inclusive. This project, called AccessISL, led by the University of Washington's DO-IT (Disabilities, Opportunities, Internetworking and Technology) Center and Museology Program, includes an academic museology program and local ISL sites, representing museums, zoos, aquariums, makerspaces, science centers, and other sites of informal STEM learning. Insights will be gained through the engagement of people with disabilities, museology graduate students and faculty, and ISL practitioners. The AccessISL project model, composed of a set of approaches and interventions, builds on existing research and theory in the fields of education science, change management, effective ISL practices, and inclusive design processes. The project will collect evidence of policies and practices (or lack thereof) that improve the inclusiveness of ISL with respect to a wide range of disabilities and considers approaches for the design and development of new strategies; explores what stakeholders need to make change happen; uncovers challenges to the adoption of inclusive practices in public ISL settings and explores ways to overcome them; and proposes relevant content that might be included in museology curriculum. This project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.

This project addresses the following two objectives:


For ISL personnel and museology faculty: to increase knowledge, skills, and actions to make ISL programs, facilities, courses, and resources more welcoming and accessible to participants with disabilities and embed relevant practices within their work.
For postsecondary STEM students with disabilities and museology students: to increase knowledge and skills in advocating for ISL offerings that are welcoming and accessible to everyone, including those with a wide variety of disabilities, and to encourage individuals with disabilities to pursue careers in ISL.


The project employs a student-centered approach and a set of practices that embrace the social model of disability, social justice education, disability as a diversity issue, intersectionality, and Universal Design. A leadership team of interns--each member a STEM student with a disability or a museology graduate student--along with project staff will engage with the University of Washington's Museology Program to identify and implement strategies for making ISL activities and courses more welcoming and accessible to individuals with disabilities. An online community of practice will be developed from project partners and others nationwide. A one-day capacity building institute will be held to include presentations, student/personnel panels for sharing project and related experiences, and group discussions to explore issues and further identify systemic changes to make ISL programs more welcoming and accessible to individuals with disabilities. As prototypes of the AccessISL Model are developed, evaluation activities will primarily be formative (looking for strengths and weaknesses) and remedial (identifying/implementing changes that could be made to improve the model). The model will continue to be fine-tuned through formative evaluation. Evaluation of the model components will focus on the experience of a range of stakeholders in the project. Specifically, quantitative data collected will include levels and quality of engagement, accessibility recommendations and products developed, and delivery of ISL services. Qualitative data will be collected through observations, surveys, focus groups, interviews, and case studies.

AccessISL project products will include proceedings of an end-of-project capacity building institute, promising practices, case studies, a video, and other online resources to help ISL practitioners and museology faculty that will result in making future ISL opportunities more inclusive of people with disabilities. AccessISL will advance knowledge and ensure long-term impact using multiple strategies:


broadening the STEM participation of people with disabilities as well as women, racial/ethnic minorities, and other underrepresented groups through the application of universal design
strengthening associations and creating synergy and durable relationships among stakeholders,
encouraging teaching about disability, accessibility, and universal design in museology courses,
empowering students with disabilities and current and future ISL practitioners to advocate for accessible ISL and develops an infrastructure to promote accessible ISL programs nationwide, and
contributing to the body of promising practices with products that will (a) enhance understanding of issues related to the inclusion of people with disabilities in ISL programs and (b) promote inclusive practices.


Outcomes will benefit society by making STEM opportunities available to more people and enhancing STEM fields with the talents and perspectives of people with disabilities.

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: Sheryl Burgstahler Meena Selvakumar
resource project Public Programs
This Research in Service to Practice project will bring together representatives from six long-standing youth programs, experts in the field of out-of-school-time youth programming, and education researchers to collaboratively explore the long-term (15-25 years) impact of STEM-focused, intensive (100+ hours/year), multi-year programming. The six partnering programs have maintained records with a combined total of over 3000 alums who participated between 1995 and 2005. This four-year research project uses an explanatory, sequential, mixed-method design to carry out four steps: (1) identify and describe the impact on the lives of program alums who are now ages 30 to 45; (2) identify causal pathways from program strategies to long-term outcomes; (3) develop an understanding of these pathways from the perspective of the people who experienced them; and (4) disseminate this knowledge broadly to those associated with STEM-focused programming. Research questions include: How did these programs affect youth's lives as they progressed toward and into adulthood? What program strategies and what participant attributes contributed most to the staying power of these effects? What life events and social structures supported and inhibited participant outcomes? This project describes the effects, identifies the causal pathways, and produces materials that programs can use for both strategic planning and generating support resources. Additionally, this project provides research methodology for organizations that want to conduct their own retrospective research and lays a foundation for a more comprehensive study that includes programs without historical documentation. The project aligns with NSF's Big Idea "NSF INCLUDES: Transforming education and career pathways to help broaden participation in science and engineering" by providing essential information about the long-term effect of interventions on educational and career pathways in STEM.

The project's approach involves three phases: (1) research preparation, (2) causal structural modeling of survey data from approximately 2,000 respondents, and (3) rich qualitative follow-up. Human ecological and self-determination theories inform data collection and analyses at every project phase. In the preparation phase, program staff complete program profiles from an historic perspective by identifying program strategies that may have included, for example, scientific research, robotics development, teaching science in informal settings, and working in scientific research labs. In the quantitative phase, the project will recruit alums who attended one of the 6 youth programs between 1995 and 2005 to submit a current resume and complete an online questionnaire, based on the following scaled variables: retrospective recall of basic psychological need satisfaction and frustration in relation to perceived program strategies; STEM identity (at three time periods: pre-program; post-program; and current); current well-being; career influences; and career barriers. The questionnaire also includes open-ended questions about life events related to the following categories: family and friends, school and work, and living conditions. Analysis of the questionnaire will lead to development of a causal structural model. In the qualitative phase, data will be collected from a purposefully selected sample of 30 alums based on findings from the quantitative phase. Methods include interviews, photo journals, and STEM pathways maps. Analysis of interviews, resumes, and photo journals take place within the structure of basic psychological need satisfaction and motivational quality across ecological systems over time. Qualitative analysis uses the constant comparative method, and findings are used to update and refine the final causal structural model and inform overall findings, conclusions, and recommendations of the project.

Since the 1990s, out-of-school time programs have engaged youth from underserved communities in STEM learning and in building interest in STEM careers, yet these programs often based on untested assumptions that participation has lasting effects on education, career, and life choices related to STEM. This Research in Service to Practice project has the potential to 1) guide practitioners in program improvement and improved program outcomes; 2) provide insight into achieving program goals, such as equity, increased well-being of participants, an informed citizenry, and a diversified STEM workforce; and 3) inform multi-stakeholder decision-making with respect to this type of programming. This research also builds a foundation of research data collection and analysis methods to guide and support future research on long term-impacts and youth STEM programming. Dissemination strategies include a website, webinars, video, infographics, conference presentations, and written reports to reach stakeholders including practitioners, researchers, administrators, and funders.

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 Public Programs
While prior research has explored the reasons adults seek learning opportunities, little is known about the factors that moderate older adults' desire to participate in particular learning experiences. This study will contribute to understanding strategies that engage older adults in STEM learning in informal settings. The specific informal STEM Learning (ISL) experience to be studied here involves the innovative use of a carefully structured multigenerational team engineering design challenge that incorporates the engineering design process, recognized as integrative approach to STEM. The project will develop and pilot new tools to measure the impacts of the ISL experience on older adults. The work will ultimately generate new knowledge that supports general measurement practices through the rigorous, systematic development of measures of older adult learning.

During the 18-month pilot study, the team will: (a) develop and test methods for measuring engagement in informal STEM learning and STEM advocacy in adults 50+ years of age; and (b) explore factors that lead to the engagement of this population in ISL and that moderate the outcome of enhanced STEM advocacy. For research purposes, engagement is being defined as focus, participation, and persistence on a task. STEM advocacy is defined as a stance toward personal actions that supports or promotes a cause or policy. The study design includes use of an intergenerational team engineering design challenge involving 48 older adults as the focal ISL activity of the research. Findings from this pilot study will inform a future large-scale study of ISL environments, including specific instructional practices and resulting outcomes, for older adult learning. Defining the construct of STEM advocacy and examining its validity as a potentially measurable outcome will better position the field to design and evaluate more effective older adult learning experiences.

Project results will be disseminated widely through the literature on ISL, adult education and research tool development, as well as existing practitioner networks. The project's connection with networks of lifelong learning institutes creates additional infrastructure opportunities for ISL experiences, including the broader use of intergenerational learning methods and informal STEM design challenges. This Pilot & Feasibility study 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 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: Lee Fleming Mac Cannady Jennifer Mangold
resource project Public Programs
This program will derive knowledge on extreme weather and its concepts to be shared with youth in the Boston and Kansas City areas. Subsequently, the youth will share this knowledge by displaying it as art work on the rapid transit systems. The art projects will culminate in broad-based exhibition at the end of each group's sessions. The project will involve 200 youth per region resulting in an impact of 1000 youth per year, 80 adult mentors and 20,000 adult transportation riders in learning about extreme weather concepts. Participant organizations are the University of Mass-Boston, University of Mass-Lowell, The Massachusetts College of Art, the University of Kansas Center for Research Inc., and the Goodman Research Group Inc.

The goals of this project are to bring the topic of extreme weather to the foreground by educating youth and in turn having them educate a selected group of adults that use the rapid transit system. Groups of youths will learn about the topic through a series of meetings with mentors who are experts on the issues around extreme weather. The youth will derive their own art-works with their interpretation. These art-works will be displayed on the rapid transit systems in New England (Merrimack Valley and Worcester regions) and the Mid-West (Topeka and Kansas City areas). Using a quasi-experimental mixed methodology (demographics, bus ridership, initial level of science awareness, and interest) the goal is to understand science learning outcomes associated with the creation and public display of youth art. Research questions of importance in this regard are 1. In what ways does blending art with the science enhance youth learning about extreme weather concepts? 2. To what extent does youth art support adult learning of science? and 3. How does regional context affect learning about extreme weather?

Broader impacts will result from the youth diversity as well as the diversity of riders of the rapid transit systems where the art of extreme weather is displayed.

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: Robert Chen Lois Hetland Jill Lohmeier Stephen Mishol Steven Schrock Claudia Bode
resource project Exhibitions
This project responds to calls to increase children's exposure and engagement in STEM at an early age. With the rise of the maker-movement, the informal and formal education sectors have witnessed a dramatic expansion of maker and tinkering spaces, programs, and curricula. This has happened in part because of the potential benefits of tinkering experiences to promote access and equity in engineering education. To realize these benefits, it is necessary to continue to make and iterate design and facilitation approaches that can deepen early engagement in disciplinary practices of engineering and other STEM-relevant skills. This project will investigate how stories can be integrated into informal STEM learning experiences for young children and their families. Stories can be especially effective because they bridge the knowledge and experiences young children and their caregivers bring to tinkering as well as the conversations and hands-on activities that can extend that knowledge. In addition, a unique contribution of the project is to test the hypothesis that stories can also facilitate spatial reasoning, by encouraging children to think about the spatial properties of their emerging structures.

This project uses design-based research methods to advance knowledge and the evidence base for practices that engender story-based tinkering. Using conjecture mapping, the team will specify their initial ideas and how it will be evident that design/practices impact caregivers-child behaviors and learning outcomes. The team will consider the demographic characteristics, linguistic practices, and funds of knowledge of the participants to understand the design practices (resources, activities) being implemented and how they potentially facilitate learning. The outcome of each study/DBR cycle serves as inputs for questions and hypotheses in the next. A culturally diverse group of 300+ children ages 5 to 8 years old and their parents at Chicago Children's Museum's Tinkering Lab will participate in the study to examine the following key questions: (1) What design and facilitation approaches engage young children and their caregivers in creating their own engineering-rich tinkering stories? (2) How can museum exhibit design (e.g., models, interactive displays) and tinkering stories together engender spatial thinking, to further enrich early STEM learning opportunities? and (3) Do the tinkering stories children and their families tell support lasting STEM learning? As part of the overall iterative, design-based approach, the team will also field test the story-based tinkering approaches identified in the first cycles of DBR to be most promising.

This project will result in activities, exhibit components, and training resources that invite visitors' stories into open-ended problem-solving activities. It will advance understanding of mechanisms for encouraging engineering learning and spatial thinking through direct experience interacting with objects, and playful, scaffolded (guided) problem-solving activities.


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: Tsivia Cohen Kim Koin Natalie Bortoli Catherine Haden David Uttal Maria Marcus
resource project Professional Development, Conferences, and Networks
The Center for Advancing the Societal Impacts of Research (CASIR) will advance the rigor, relevance, and practice of broader impacts (BI) by (a) cultivating and strengthening the existent and emerging BI expert community; (b) building capacity of researchers and educators to enhance and articulate the broader impacts of their work; and (c) creating socio-technical infrastructure able to adapt to stakeholder needs as BI continues to grow and evolve. CASIR builds on the foundational work of the National Alliance for Broader Impacts and will advance the practice of translating scientific research for public understanding and meet the growing demand for innovative BI training and resources.

The Center will develop resources and provide professional development to diverse audiences across multiple institution types and settings, including research-intensive universities, minority-serving institutions, technical and community colleges, and primarily undergraduate institutions in the jurisdictions of the Established Program to Stimulate Competitive Research. CASIR will directly enhance BI capacity at the individual, departmental, institutional, and national levels. Particular focus will be given to individual researchers and institutions representing and serving traditionally under-served populations. In addition, CASIR will facilitate dialogue and collaboration around evidence-based approaches to enhancing, evaluating, and documenting research impacts. Overall, the work will be valuable to the community of researchers driving discovery, the community of professionals who provide BI support and collaboration with researchers, and the public which stands to benefit from research and education projects that are well-designed and executed in a way that enhances their broader impacts.

NSF-wide support for this Center augments the Foundation's current efforts to educate research communities about the importance of the broader impacts criterion in the review process and to communicate the societal benefits of fundamental science and engineering research. CASIR's emphasis on documentation, evidence, and best practices will support an evidence-building approach to investing in discovery and innovation.

This award is co-funded by the Office of Integrative Activities (OIA) and the following Directorates: Biological Sciences (BIO), Computer and Information Science and Engineering (CISE), Education and Human Resources (EHR), Engineering (ENG), Geosciences (GEO), Mathematical and Physical Sciences (MPS), and Social, Behavioral, and Economic Sciences (SBE).

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
This project will advance efforts of the Innovative Technology Experiences for Students and Teachers (ITEST) program to better understand and promote practices that increase student motivations and capacities to pursue careers in fields of science, technology, engineering, or mathematics (STEM) by designing, implementing, and testing an afterschool internship program that will engage older youth in work-based learning experiences in in STEM fields. The new model program will link the resources and learning approaches of the Global Learning and Observations to Benefit the Environment (GLOBE) program to career academies where youth from populations underrepresented in STEM fields will gain direct experiences in data collection and analysis through student-led investigations in the geosciences and environmental studies. Two key outcomes of this project will be: (a) Development of a replicable model of an afterschool STEM internship program for informal STEM learning environments and schools across the nation, and (b) Development of a set of measurement tools and approaches that can assess and promote understanding regarding how youth think and feel about science and their possible future roles in science careers. Participating youth will master scientific practices and become immersed in science culture through opportunities to develop research projects, interact with scientists, and collaborate with fellow student-researchers. In the process, they will develop collaboration and communication skills, and gain an increased sense of identity and agency in science fields. They will also learn new strategies to attain their career goals.

In developing and testing the new model of an afterschool program focusing on STEM careers, the project will draw on both existing and emerging knowledge from three areas of inquiry: informal STEM learning, youth development, and work-based learning. The project will bring together theory related to work-based learning and apprenticeship to knowledge about informal STEM learning and youth development, addressing the needs of older youth as they transition to adulthood. The program will also explore the use of measurement tools that address workforce-related student learning goals in addition to social-emotional learning and STEM learning goals, adapting existing tools and developing new tools as needed. The result will be a replicable model for an afterschool, career-focused internship that facilitates STEM learning and identity, employing youth development principles, such as experiential learning, peer collaboration, adult mentoring, and meaningful contributions to the world beyond school. The project will use a mixed-methods approach to investigate four research questions: (1) What aspects of the program are most important for promoting the development of scientific practices, socio-emotional learning, and career skills? (2) How can afterschool informal science learning be designed to address the perceptions and needs of diverse groups, especially those from populations underrepresented in STEM? (3) How do youth make gains in developing facility with STEM practices, key social-emotional outcomes needed in work and civic life, and career development knowledge? And (4) How do we accurately measure development of scientific practices, socio-emotional learning and career skills? The project will develop pretest and posttest self-report measures to gauge program influence on social-emotional outcomes and career-related outcomes, and performance-based assessments and rubrics will be used to assess culminating science projects. Other factors contributing to the success of the new model will be examined through analysis of coach instructional logs, surveys, and questions, as well as participant observations, interviews, and focus groups. Project participants will be youth of ages 14-18 recruited from ten inner-city schools having large populations of students from groups underrepresented in STEM fields. Participants will meet in teams of approximately 14 interns for a total of 2.5 hours per week for 32 weeks. Each team will also meet an additional 4-6 times for weekend or overnight outings associated with their study sites.
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TEAM MEMBERS: Manuel Alonso Cathy Ringstaff Svetlana Darche
resource project Public Programs
This research in service to practice project will examine the impact of a 12-year statewide science field trip program called LabVenture. This hands-on program in discovery and inquiry brings middle school students and teachers across the State of Maine to the Gulf of Maine Research Institute (GMRI) in Portland, Maine to become fully immersed in explorations into the complexities of local marine science ecosystems. These intensive field trip experiences are led by informal educators and facilitated entirely within informal contexts at GMRI. Approximately 70% of all fifth and sixth grade students in Maine participate in the program each year and more than 120,000 students have attended since the program's inception in 2005. Unfortunately, little is known to date on how the program has influenced practice and learning ecosystems within formal, informal, and community contexts. As such, this research in service to practice project will employ an innovative research approach to understand and advance knowledge on the short and long-term impacts of the program within different contexts. If proven effective, the LabVenture program will elucidate the potential benefits of a large-scale field trip program implemented systemically across a community over time and serve as a reputable model for statewide adoption of similar programs seeking innovative strategies to connect formal and informal science learning to achieve notable positive shifts in their local, statewide, or regional STEM learning ecosystems.

Over the four-year project duration, the project will reach all 16 counties in the State of Maine. The research design includes a multi-step, multi-method approach to gain insight on the primary research questions. The initial research will focus on extant data and retrospective data sources codified over the 12-year history of the program. The research will then be expanded to garner prospective data on current participating students, teachers, and informal educators. Finally, a community study will be conducted to understand the potential broader impacts of the program. Each phase of the research will consider the following overarching research questions are: (1) How do formal and informal practitioners perceive the value and purposes of the field trip program and field trip experiences more broadly (field trip ontology)? (2) To what degree do short-term field trip experiences in informal contexts effect cognitive and affective outcomes for students? (3) How are community characteristics (e.g., population, distance from GMRI, proximity to the coast) related to ongoing engagement with the field trip program? (4) What are aspects of the ongoing field trip program that might embed it as an integral element of community culture (e.g., community awareness of a shared social experience)? (5) To what degree does a field trip experience that is shared by schools across a state lead to a traceable change that can be measured for those who participated and across the broader community? and (6) In what ways, if at all, can a field trip experience that occurs in informal contexts have an influence on the larger learning ecosystem (e.g., the Maine education system)? Each phase of the research will be led by a team of researchers with the requisite expertise in the methodologies and contexts required to carry out that particular aspect of the research (i.e., retrospective study, prospective study, community study). In addition, evaluation and practitioner panels of experts will provide expertise and guidance on the research, evaluation, and project implementation. The project will culminate with a practitioner convening, to share project findings more broadly with formal and informal practitioners, and promote transfer from research to practice. Additional dissemination strategies include conferences, network meetings, and peer-reviewed publications.

The potential insights this research could garner on intersectionality between formal and informal STEM learning are substantial. As a consequence, this project is co-funded by the Advancing Informal STEM Learning (AISL) and Discovery Research K-12 (DRK-12) Programs. 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. Likewise, the Discovery Research-K12 Program seeks to significantly enhance the learning and teaching of science, technology, engineering and mathematics (STEM) by preK-12 students and teachers, through research and development of innovative resources, models and 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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resource project Exhibitions
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. Informal STEM educational activities have proliferated widely in the US over the last 20 years. Additional research will further validate the long-term benefits of this mode of learning. Thus, elaborating the multitude of variables in informal learning and how those variables can be used for individual learning is yet to be defined for the circumstances of the learners. Thus, the primary objective of this work is to produce robust and detailed evidence to help shape both practice and policy for informal STEM learning in a broad array of common circumstances such as rural, urban, varying economic situations, and unique characteristics and cultures of citizen groups. Rather than pursuing a universal model of informal learning, the principal investigator will develop a series of comprehensive models that will support learning in informal environments for various demographic groups. The research will undertake a longitudinal mixed-methods approach of Out of School Time/informal STEM experiences over a five-year time span of data collection for youth ages 9-19 in urban, suburban, town, and rural communities. The evidence base will include data on youth experiences of informal STEM, factors that exert an influence on participation in informal STEM, the impact of participation on choices about educational pathways and careers, and preferences for particular types of learning activities. The quantitative data will include youth surveys, program details (e.g. duration of program, length of each program session, youth/facilitator ratio, etc.), and demographics. The qualitative data will include on-site informal interviews with youth and facilitators, and program documentation. 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 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 three-year project, Montana Models: Connecting Local and Disciplinary Practices through University-Community Partnerships, focuses on creating, implementing, and studying several learning outcomes associated with youth engagement in mathematical modeling contexts. The project builds on existing partnerships between the state's two research universities and Montana 4-H to target outreach to rural youth and bring them into a network of people who can inspire, support, and sustain STEM learning. Middle school and high school students from rural communities will be invited to a university campus for a residential modeling-based summer program l focused on mathematics and mathematical modeling. Activities at the summer program are designed to engage them in problems relevant to their own backgrounds and experiences and to honor their local funds of knowledge. The primary goal of Montana Models is to use mathematical modeling as a mechanism for bringing everyday mathematical practices already present in rural communities into contact with disciplinary practices. The project focuses on the following research questions: (1) What are the everyday mathematical practices in Montana communities? (2) How can everyday mathematical practices be leveraged and brought into contact with disciplinary practices in service of mathematizing meaningful questions within the community? (3) How do youth identify and get identified with respect to mathematics and with respect to their role in the world? (4) How does participation in project activities affect participants' knowledge of mathematical practices and content? The project uses social design experimentation, a hybrid research methodology which combines the traditions of design-based research with forms of inquiry that involve collaboration among participants, researchers, and other stakeholders, such as critical ethnography. Data sources include field notes from ethnographic observations, interviews, videos of students engaging in modeling activities, artifacts that show their mathematical work, and results from the Attitudes Towards Mathematics Inventory. Through its collaboration with 4-H, Montana Models targets outreach to rural youth across the state, especially those from groups that are typically underrepresented in STEM fields. The project is poised to impact ways in which formal and informal educators understand the knowledge bases that are already present in rural communities and how those bases may inform, support, and sustain STEM learning. Findings and deliverables will be disseminated through a public-facing website and through the 4-H infrastructure. This infrastructure includes Montana 4-H's Clover Communication Contest that will allow participating youth to showcase their projects. Research findings will be shared through local and national conferences and peer-reviewed publications. 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: Mary Carlson Elizabeth Burroughs Frederick Peck Katharine Banner david thomas
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. This Innovations in Development project will develop and test a model for audience assessment that STEM professionals can use during their public engagement efforts. These on-the-spot assessments will allow scientists to monitor audience understanding and use this to make immediate improvements to their activity. This project fills a critical gap in the field of public science communication as expressed by outreach scientists and by the professional and academic organizations that train them. Project partners include The Astronomical Society of the Pacific, Oregon State University, Pacific Science Center, and the National Radio Astronomy Observatory. Research questions include: (1) How and under what conditions can scientists, regardless of discipline, learn to build assessment into outreach activities? (2) To what degree are scientists willing and able to change their outreach activities to include assessment to ascertain audience attentiveness or understanding? (3) To what degree will scientists be able to adjust their outreach and engagement efforts based on audience feedback, and what support do they need to do so? (4) With constraints on their time and resources, how can the model help scientists conduct audience assessment on their own? (5) Are audience members finding events more enjoyable and fruitful that use assessment techniques? Several iterative rounds of R&D will be used in the spiral design-based approach. A group of Design Testers will start each of the iterative cycles for the initial development and testing techniques, associated training, and support. Later phases will use Field Testers using a rubric for usability, validity, and reliability of various strategies. The summative evaluation of the project will begin early and add data over the life of the project. A mixed methods approach will be used including surveys of scientists once each year after they have participated in the Prototype training. Descriptive and inferential statistics will be used to document the extent to which the project has achieved its intended outcomes. 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: Linda Shore Kari O'Connell Suzanne Gurton Dennis Schatz