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resource project Public Programs
This project will engage community members and youth in 13 rural, tribal, and Hispanic communities in the Four Corners Region of the south western U.S. with the science and cultural assets of water. Water is a significant and scarce resource in this geographic area. The Four Corners Region experiences low annual precipitation and high year-to-year fluctuations in water availability. Thus, water is a topic of great interest to community members, whose lives are shaped by water-related events such as drought, flood, and wildfires. Rural tribal, and Hispanic communities are often underserved with respect to science programming; their public libraries often function as the local science center. The project's inter-disciplinary team will develop, deploy, research, and evaluate an interactive traveling exhibit for small libraries, designed around regional water topics and complemented by interactive programming and community engagement events. Additionally, the team will build local capacity by fostering a community of practice among the host librarians, including participation through a support system--the STAR Library Network--to increase their science programming.

This project creates a traveling exhibit and complementary programming around water topics. Through an exhibit co-design model, communities will provide input in the exhibit development, identify water topics that are critical to them, and engage the multi-generational audiences. The exhibit merges the captivating attraction of water with the underlying science content and community context, giving patrons the opportunity to explore these topics through active learning stations, informational panels, citizen science-based activities, and an interactive regional watershed model. Artistic representations of water will be developed by community groups and incorporated into the exhibit as a dynamic display element.

Project goals are to:


Spark interest in and increase understanding of water as a critical resource and cultural asset across rural, tribal, and Hispanic communities in the Four Corners Region.
Increase availability of and access to engaging programming for underserved rural, tribal, and Hispanic communities focusing on the science and cultural aspects of water in the Four Corners Region.
Build capacity for libraries to implement water-focused science programs, and increase available science learning and science communication resources tailored to these informal learning settings.
Foster a Community of Practice (CoP) for participating librarians to support the development of their programming and content knowledge.
Advance the body of research on informal learning environments and their role in developing community members' science ecosystems and science identities, particularly in library settings.



The project team will rigorously assess the extent to which program approaches and components stimulate patrons' interest in science, increase science knowledge, and support building a personal science identity. The model is based on the STEM Learning Ecosystems Framework. Robust evaluation will guide the program development through a front-end needs assessment and iterative revision cycles of implementation strategies.

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: Anne Gold Nancy Maryboy Erin Leckey Megan K. Littrell Keliann LaConte
resource project Public Programs
American Indian and Alaska Native communities continue to disproportionately face significant environmental challenges and concerns as a predominately place-based people whose health, culture, community, and livelihood are often directly linked to the state of their local environment. With increasing threats to Native lands and traditions, there is an urgent need to promote ecological sustainability awareness and opportunities among all stakeholders within and beyond the impacted areas. This is especially true among the dozens of tribes and over 50,000 members of the Coast Salish Nations in the Pacific Northwest United States. The youth within these communities are particularly vulnerable. This Innovations in Development project endeavors to address this serious concern by implementing a multidimensional, multigenerational model aimed at intersecting traditional ecological knowledge with contemporary knowledge to promote: (a) environmental sustainability awareness, (b) increased STEM knowledge and skills across various scientific domains, and (c) STEM fields and workforce opportunities within Coast Salish communities. Building on results from a prior pilot study, the project will be grounded on eight guiding principles. These principles will be reflected in all aspects of the project including an innovative, culturally responsive toolkit, curriculum, museum exhibit and programming, workshops, and a newly established community of practice. If successful, this project could provide new insights on effective mechanisms for not only promoting STEM knowledge and skills within informal contexts among Coast Salish communities but also awareness and social change around issues of environmental sustainability in the Pacific Northwest.

Over a five-year period, the project will build upon an extant curriculum and findings codified in a pilot study. Each aspect of the pilot work will be refined to ensure that the model established in this Innovations and Development project is coherent, comprehensive, and replicable. Workshops and internships will prepare up to 200 Coast Salish Nation informal community educators to implement the model within their communities. Over 2,500 Coast Salish Nation and Swinomish youth, adults, educators, and elders are expected to be directly impacted by the workshops, internships, curriculum and online toolkit. Another 300 learners of diverse ages are expected to benefit from portable teaching collections developed by the project. Through a partnership with the Washington State Burke Natural History Museum, an exhibit and museum programming based on the model will be developed and accessible in the Museum, potentially reaching another 35,000 people each year. The project evaluation will assess the extent to which the following expected outcomes are achieved: (a) increased awareness and understanding of Indigenous environmental sustainability challenges; (b) increased skills in developing and implementing education programs through an Indigenous lens; (c) increased interest in and awareness of the environmental sciences and other STEM disciplines and fields; and (d) sustainable relationships among the Coast Salish Nations. A process evaluation will be conducted to formatively monitor and assess the work. A cross cultural team, including a recognized Coast Salish Indigenous evaluator, will lead the summative evaluation. The project team is experienced and led by representatives from the Swinomish Indian Tribal Community, Oregon State University, Garden Raised Bounty, the Center for Lifelong STEM Learning, the Urban Indian Research Institute, Feed Seven Generations, and the Burke Museum of Natural History and Culture.

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: Jamie Donatuto Diana Rohlman Elise Krohn Valerie Segrest Rosalina James
resource project Media and Technology
Fostering greater inclusion in science creates benefits for both science and society. In this Innovations and Development project, the University of Utah will investigate how to sustain and scale the STEM Ambassador Program (STEMAP), begun in 2016 with AISL funding. STEMAP developed an innovative process to train scientists to engage members of the public, who cannot or do not gain access to science via conventional science education venues (such as museums, schools, zoos), by implementing activities in non-traditional settings. The 65 scientists trained by the initial STEMAP effort effectively engaged in over 45 settings including an affordable housing development, a youth residential treatment center, a state prison, a cooking class, a daycare facility, and several senior centers. The number of scientists applying to the program quickly exceeded STEMAP's capacity. Other institutions expressed interest in replicating the training. This project will explore strategies for scaling and sustaining public engagement training to support more scientists who can engage more people in more venues. Outcomes will serve to inform the broader implementation of STEMAP and the efforts of other public engagement programs, many of which face similar scaling and sustainability challenges.

Scaling and sustaining public engagement of science (PES) programs is a central challenge for many in the informal science learning community. This project will explore strategies to scale and sustain the STEM Ambassador Program. Research questions include: (1) How do different program formats increase or restrict program capacity and engagement outcomes? (2) What benefits accrue to scientists and their institutions by participating in public engagement in science activities that might serve as motivators to continue these activities? (3) Are funding and organizational models developed in business and other professional settings applicable to sustaining these programs? To address scalability, this project will explore the effectiveness of three dissemination formats: (1) the creation of a mentorship program for in-person trainees, (2) a train-the-trainer approach, and (3) online training with in-person mentorship. The project team will create an evaluation toolkit with participant surveys, rubrics for observers, and "on-the-spot" assessment tools developed under AISL Award 1811022 to assess the effectiveness of engagement activities delivered by trainees in each of the three formats. To address sustainability, the project team will document the values of public engagement training to both the participating scientists and their institutions via surveys and interviews. Consultants from the business sectors will create a PES Campus Council to explore possible financial, organizational, and leadership plans that will help sustain engagement efforts. Outcomes will be published in peer-reviewed journals and compiled into a dissemination framework to inform actions to scale and sustain STEMAP and other public engagement of science programs to engage more hard-to-reach audiences. Inverness Research will serve as the project's external evaluator.

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

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


This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Ron Skinner Danielle Harlow
resource research Media and Technology
In order to work towards greater coherence across different training approaches supporting science communication and public engagement efforts, we present a preliminary framework that outlines foundational science communication skills. This framework categorizes different skills and their component parts and includes: identifying and aligning engagement goals; adapting to communication landscape and audience; messaging; language; narrative; design; nonverbal communication; writing style; and providing space for dialogue. Through this framework and associated practical, research, and evaluative
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TEAM MEMBERS: Elyse Aurbach Katherine Prater Emily Therese Cloyd Laura Lindenfeld
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 resources for use in a variety of settings. The project will develop and research, as a feasibility study, a series of art-inclusive, pop-up Science, Art, Technology, Engineering, and Mathematics (STEAM) makerspaces in a high-poverty, primarily rural county in Oklahoma. A makerspace is a collaborative work space inside a library, school or other community space for making, learning, exploring and sharing that uses high tech to low tech tools. The makerspaces will be temporary workshops that are developed through a community planning process that assesses the needs and interests of citizen stakeholders. Scientists, artists and other experts will work together with the community to design a series of thematic pop-up makerspace sessions. The project builds a collaborative infrastructure and capacity for small and rural communities by bringing together resource providers and experts to identify and design science-oriented challenges. Long-term benefits for participants include sustained focus on new approaches for civic engagement through STEAM-driven making which could foster new role identities pertaining to science and art. The project deliverables include: (1) a theoretically informed model to build a community's capacity to collaborate toward fostering civic engagement through science-oriented pop-up makerspaces, (2) Pop-Up STEAM Studio makerspaces, (3) training for pop-up facilitators, and (4) visual documentation panels and web-based digital stories to communicate progress and process.

Project research will enhance knowledge-building of the process of developing a science-oriented community challenge that embraces STEAM and making. A key contribution of the proposed project will be the generation of insights into how community members establish consensus around the joint goal of designing, documenting, and facilitating integrated art and science making activities to address and communicate the challenge. Research will focus on the roles participants take when engaging in the making process through an identity-based model of motivated action. Analysis of advisory board meeting artifacts and focus group data will allow the researchers to identify processes of negotiation and consensus building at the collective level and in relation to each issue to which the group attends. Emergent themes (such as negotiation, shared learning, idea or project revisions, diverse perspectives coming to consensus, etc.) will be examined across individual and group units of analysis, from all data sources, and through the congruent theoretical lenses of role identity theory and negotiated learning pedagogy. The research outcomes should inform efforts to build infrastructure and capacity of community resources by providing a model for developing collaborative pop-up makerspaces.

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: Sheri Vasinda Joanna Garner Stephanie Hathcock Rebecca Brienen
resource project Public Programs
This collaborative project will facilitate rural community education on climate impacts. The Carnegie Natural History Museum and the University of Pittsburgh will work together to form a network of interested community members in Mercer County and Powdermill Nature Reserve in western Pennsylvania to explore the impacts of climate and how its effect could be mitigated or accommodated. The project is has three related ideas: (1) museums hold valuable resources for understanding environmental change, (2) museums are not serving rural audiences well, and (3) complex socio-scientific environmental topics are deeply connected to social decision making in rural communities. This project will bring an inclusive approach to the discussion of socio-scientific issues in rural Western PA, through building relationships between local public audiences, STEM professionals, and informal learning specialists, creating opportunities for co-development of resources and building organizational capacity. The overarching goals of the project are to explore how museums can better serve rural stakeholders and increase the capacity for science-based conversations about human-caused climate impacts.

This project involves a cross-disciplinary team with Carnegie Museum of Natural History providing expertise in interpretation and ecological science, the University of Pittsburgh Center for Learning in Out of School Environments (UPCLOSE) providing expertise in learning research, and rural Hubs centered at Powdermill Nature Reserve (PNR) and the Mercer County Conservation District providing expertise in environmental education, conservation, and engagement with rural communities. The Hubs will coordinate professional development workshops, collaborative design sessions, and community gatherings to bring local stakeholders together to examine and adapt existing resources, including environmental science data and climate education tools, to local issues. These activities will be structured through a Research Practice Partnership. Each will have its own unique mix of geography, demographics, resources, and challenges.

The Research questions are: 1. How can the project effectively support the creation of socially safe spaces for rural Western PA communities to have science-based discussions around climate impacts? 2. How does work with rural partners influence the development of the museum's Center for Climate Studies and its mission to offer programs designed to support public engagement?

3. In what ways have museums been able to support learning about climate topics in rural communities? Data will be gathered from interviews and case studies. There will be two longitudinal studies of local network change and museum change. A survey will also be done to assess the impact of the project on the public. Protocols will be developed in collaboration with the Hubs.

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: Lauren Giarratani Nicole Heller Kevin Crowley
resource project Media and Technology
Water is an essential, basic need. It is the sustenance for living organisms. For many Native American communities, like the Ojibwe tribes of Minnesota, water is a sacred valuable life source that permeates all aspects of their culture. In these communities, water stories are often used to communicate the value and impact of water on their lives and the lives of others. These stories signal geohydrologic, sociocultural, and sociopolitical societal shifts over time. This pilot study will explore the feasibility of using Native water stories and informal learning experiences to bring water science and issues of water sustainability to youth and public audiences. A significant outcome of the pilot will be a youth-museum-educator co-created public planetarium show and program based on the water stories collected and archived. This approach is particularly novel. It provides an entry into STEM through a dynamic, multimedia context that typically does not engage youth as co-creators of the experiences. Water Values will give voice and a public platform to youth and their communities to elevate ecological issues that are relevant and timely within their own communities. It will also promote scientific discourse through field experiences, interactions with scientists and STEM professions, and community leadership development. Further, this pilot will also test a reciprocal relationship model among its partners. Analogous feasibility research to the Water Values pilot does not exist in the current NSF portfolio. Therefore, the project will not only contribute to the emerging literature base on the intersectionality of STEM, storytelling and Native cultures, but it will also contribute to broader discourse about water health, access, management, and sustainability.

The pilot study will bring together the long standing gidakiimanaaniwigamig program, with its master teachers who are experts in culturally responsive education for Native American youth, and the Bell Museum, which has decades of experience in developing informal STEM learning programs for a broad community. Thirty-five middle school aged youth, five educators, and over 200 community members will engage in the work. During the summer residential program, youth will be exposed to STEM content and important water science concepts through field-based research and a culturally relevant, placed-based curriculum focused on water and communicating water stories. These experiences will be extended during the academic year through weekend science activities that will focus on the compilation of water stories from Native communities, especially from the Ojibwe tribes of Minnesota, and creatively integrating the stories into a fully operational youth-museum co-created public planetarium program. This capstone planetarium show and program will be piloted at the Bell Museum. With regards to the research, four overarching question will guide the study: (1) How does participation in creating water journey stories increase Native students' motivation to learn and engage with STEM, (2) How does participation in creating and presenting water journey stories build change in sociopolitical awareness among Native students? (3) How do Native community members engage with water stories for sociopolitical change and greater participation in STEM? and (4) How does collaboration between gidakiimanaaniwigamig, the Bell, and the UMN impact STEM interest and participation in students and a Native community for transformative experience? Data will be collected from the youth participants, instructors and leaders, and community members. These data will be collected from content surveys, student logs, self-reported intrinsic motivation instrument, observations, and artifacts. The results will be disseminated through various mechanisms within and beyond the target communities. Formative and summative evaluations will inform that work and will be led by an external evaluation firm, Erikkson Associates.

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

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

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

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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resource project Media and Technology
It is estimated that there could be 40 billion earth-sized planets orbiting in the habitable zones of stars in the Milky Way. Major advances in long range telescopes have allowed astronomers to identify thousands of exoplanets in recent decades, and the discovery of new exoplanets is a now a common occurrence. Public excitement for the discoveries grown alongside these discoveries, thus opening new possibilities for inspiring a new generation of scientists and engineers that may dream of one day visiting these planets. This project investigates the use of interactive, intelligent educational technologies to generate interest in STEM by allowing learners to explore and even create their own exoplanets. Research will occur across several informal learning contexts, including summer camps, after school programs, planetarium shows, and at home. The approach is based on the idea of "What if?"questions about Earth (e.g., "What if the Moon did not exist?"), designed to trigger interest in STEM and frame exploratory and elaborative discussions around hypothetical science questions that are subsequently linked to the search for habitable exoplanets. Learners are able to interact with and explore scientifically accurate simulations of alternative versions of Earth, while making observations and posing explanations for what they see. Technology-based informal learning experiences designed to act as triggers for and sustainment of interest in STEM have the potential to plug the leaky STEM pipeline, and thus have profound implications for the future of science and technology in the United States.

The project seeks to advance the science of designing technologies for promoting interest in STEM and informal astronomy education in several ways. First, the project will develop simulations for exploratory learning about astronomy and planetary science. These simulations will present hypothetical worlds based on what-if questions and feasible models of known exoplanets, thus giving learners a chance to better understand the challenges of finding a habitable world and learning about what is needed to survive there. Second, a new PBS NOVA Lab will be developed that will focus on Exoplanet education. This web-based activity has the potential to reach millions of learners and will help them understand how planets are formed and the requirements for supporting life. Learners who use the lab will have an opportunity to invent their own exoplanets and export them for first-person exploration. Third, researchers on the project will design and implement Artificial Intelligence-based pedagogical agents to support learning and promote interest. These agents will inhabit the simulations with the learner, acting as a coach and guide, and be designed to be culturally responsive and personalized based on learner preferences. Fourth, interactive exoplanet-focused planetarium shows, that will involve live interaction with simulations, will take place at the Fiske Planetarium (Boulder, CO). Finally, the project will develop a server-based infrastructure for tracking and supporting long term development of interest in STEM. This back-end will track fine-grained behaviors, including movement, actions, and communications in the simulations. Such data will reveal patterns about how interest develops, how learners engage in free-choice learning activities, and how they interact with agents and peers in computer simulations. A design-based research methodology will be employed to assess the power of these different experiences to trigger interest and promote learning of astronomy. A range of different pathways for interest in STEM will therefore be considered and assessed. Research will measure the power of these experiences to trigger interest in STEM and promote re-engagement over time. Innovation lies in the use of engaging and intelligent technologies with thought-provoking pedagogy as a method for extended engagement of diverse young learners in STEM. Project research and educational resources will be widely disseminated to researchers, designers developers and the general public via peer-reviewed research journals, conference presentations, informal STEM education networks of science museums, children's museums, Fab Labs, and planetariums, and public media such as public television's NOVA science program website.

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: H Chad Lane Neil Comins Jorge Perez-Gallego David Condon
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