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.
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.
NASA's Universe of Learning provides resources and experiences that enable diverse audiences to explore fundamental questions in astronomy, experience how science is done, and discover the universe for themselves. Using its direct connection to science and science experts, NASA's Universe of Learning creates and delivers timely and authentic resources and experiences for youth, families, and lifelong learners. The goal is to strengthen science learning and literacy, and to enable learners to discover the universe for themselves in innovative, interactive ways that meet today's 21st century needs. The program includes astronomical data tools, multimedia resources, exhibits and community programs, and professional learning experiences for informal educators. It is developed through a unique partnership between the Space Telescope Science Institute, Caltech/IPAC, the Jet Propulsion Laboratory, the Smithsonian Astrophysical Observatory, and Sonoma State University.
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TEAM MEMBERS:
Denise SmithGordon SquiresKathy LestitionAnya BifernoLynn Cominsky
resourceprojectProfessional 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.
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.
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.
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 specific project will advance new knowledge about the nature of and functions for rural libraries as informal STEM learning environments. Research will identify the social contexts and relational capabilities of libraries to acquire new scientific knowledge that exists externally and to integrate it into community knowledge-building and forums. The research outcomes should lead to actionable strategies for library and science communication practitioners about who and how to influence public engagement in citizen science drought monitoring. Furthermore, collaborations with these rural libraries will lead to new resources for rural communities and informal STEM education. This project will focus on the design, development, and evaluation of informal science education programs and educational media for use in rural libraries in drought prone areas of the Great Plains. The target audiences include public librarians in rural communities of Oklahoma, Nebraska, and Colorado, as well as the general public (adults and children) they serve. The project goals are to leverage the professional skills and community knowledge of rural librarians to support local drought monitoring networks. The model prepares librarians to introduce citizen science processes and practices within the context of community dialogue and deliberation about drought. In collaboration with partners at the Community Collaborative for Rain, Hail, and Snow (CoCoRaHS), and the National Drought Mitigation Center (NDMC), the project will increase public participation in citizen science and improve the communication of science-based knowledge about drought. The project deliverables include: (1) a professional development workshop series for rural librarians, (2) a drought infographic booklet and poster series, and (3) co-designed library programs for rural public audiences. 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.
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.
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 a collaborative program to connect and prepare researchers from divergent disciplines to communicate science to publics of all ages in three distinct informal environments: pop-ups at community events, experiential learning with problem solving events for youth, and presentations at a science museum. It will study the effects of this program on the identity and motivations of STEM researchers and evaluate the short and medium-term outcomes for public audiences. Project partners include, The STEAM Factory, OHI/O Informal Learning in Tech Program, and the Center of Science and Industry (COSI) all located in Columbus, Ohio.
The primary goals of this project are as follows. 1) Develop a collaborative program that connects and prepares researchers from divergent disciplines to creatively and effectively communicate science to people of all ages. 2) Evaluate the short and medium-term learning outcomes across different informal learning settings. 3) Study the effect of this collaborative program on the motivations and identify of the researchers. The specific research question is: In what ways do researchers motivations and identities further develop because of these collaborative experiences with divergent perspectives? A mixed method approach will be used. Data will be collected and analyzed from 3 cohorts of researchers who implement programs in different informal learning settings. A series of pre- and post interviews with scientists will be designed to answer the research question above. Interviews will be grounded in self-determination theory. Later reflective surveys will serve as triangulation for the data.
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:
Sathya GopalakrishnanJustin MeyerRachel KajfezArnab Nandi
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 Research in Service to Practice project examines how informal place-based collaborative learning can support local communities' planning processes related to current environmental changes. As a part of this study workshops will be conducted in 8 communities that have a range of planning mandates based on recent extreme environmental changes such as drought/wildfires, flooding, invasive species, or loss of native wildlife. Place-based adaptation workshops will be designed to be locally relevant and empower people to learn and act on their newly acquired understandings. Local community collective actions may include a range of decisions (e.g., infrastructure changes such as building defenses against sea level rise in coastal communities or improving the quality of roads to withstand higher temperatures.) Collective action may also lead to community wide behavioral changes such as individuals using less water or farmers planting different crops. The study will focus on the efficacy of the methods used in 8 workshops in communities throughout the country. Research objectives include: 1) identifying experts' belief about the most critical components of successful workshops; 2) Understanding of prior workshop outcomes and 3) test hypothesized effective practices and understand how learning takes place and collective action does or does not take place. The project addresses key AISL solicitation priorities including strategic impact on the field of informal STEM learning, advancing collaboration, and building professional capacity. It engages both public and professional audiences as described in the solicitation. Public audiences include stakeholders in each of the 8 communities such as community environmental groups, NGOs, businesses, landowners, and local government planners. Professional audiences include the workshop scientists and facilitators who will be trained in the experimental workshop approach. The project builds upon and expands the existing AISL portfolio of science communication projects such as science cafes, science festivals, science media, and library based projects. This is a collaborative project of EcoAdapt and Virginia Tech with participants from the National Parks Conservation Association, the Desert Research Institute, and the Wildlife Conservation Society and others. The research will progress through two phases. Phase 1 is designed to identify consensus-based effective practices for promoting learning and action in adaptation workshops. It includes a Delphi study to synthesize beliefs about effective practices held by experienced workshop facilitators across the United States. Phase 2 includes iterative design and research of eight adaptation workshops in various communities with a range of planning mandates and recent extreme weather experience. By iteratively revising the workshop design, the study will elucidate how different workshop components influence participant learning, individual behavioral intentions, and subsequent efforts toward collective action. The overall research design will examine the relationships of pedagogical and collaborative techniques to learner outcomes and collective action. Many of these lessons are likely relevant to other collaborative informal science learning contexts. 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.
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 will build and test a new model for co-created public engagement with science activities in partnership with civic, community, and scientist partners. The innovation to be tested is deliberative dialogues in science museums that help reduce the polarization about socio-scientific issues, giving people a greater voice in science, and addressing barriers that disconnect scientists from the public. The project will engage four target audiences (informal science education/ISE professionals, civic, community and scientist partners). Science museum partners include Museum of Science (MOS) Boston, Oregon Museum of Science, the Michigan Science Center, and the North Carolina Museum of Life and Science. The project is designed to have a strategic impact on how ISE institutions choose topics of STEM engagement and build public Forum programs.
There will be two evaluation teams for the project. MOS Research and Evaluation will act as formative evaluation mentors for the four partner sites as they co-create their forums. They will provide evaluation capacity building for the sites using team-based inquiry as they create and understand the potential impacts and outcomes of the model. Data collection will include panel surveys and focus groups. The evaluation will explore how the forums can decrease 1) public polarization around STEM topics and (2) the disconnect between scientists, civic organization, and the public. The external summative evaluation will be conducted by Rockman et al (REA). They will conduct a study of the project's process to help the team identify challenges and strategies for overcoming them as they work through the phases of public engagement. The summative study will focus on the project goals taking a qualitative approach. Early interviews with partner participants will explore their strengths and weaknesses in taking on this type of public engagement model including the extent of their previous work with civic partners. Later interviews will investigate what factors have enabled or hindered this project. Summative evaluation questions will also address changes in attitudes toward public engagement with science. REA will collect feedback from summit attendees through intercept interviews and post-surveys administered within a week at the event's conclusion to explore the any changes in knowledge or confidence in undertaking this type of model. REA will present findings from the external evaluation during the annual meeting of the Association of Science-Technology Centers and publish reports to Informalscience.org. Once the model has been developed and tested it will be disseminated to an initial group of 25-30 science museums and eventually to the entire ISE museum field.
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.
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 team of Associated Universities Inc. (AUI), Michigan State University (MSU), California Academy of Science (the Academy), Astronomical Society of the Pacific (ASP), and Association of Universities for Research in Astronomy (AURA), will bring together experts in astronomy, STEM education, and planetarium show production. This work will tell the story of the people and places that make "big astronomy" possible, particularly the search for exoplanets and understanding of how planets form. The show and related materials will be presented in dozens of venues around the USA and internationally. Through a planetarium show and learning experiences that extend beyond the theater, the team will take visitors to extreme sites of the NSF ground-based observatories on the mountains of Chile and meet the diverse people who enable amazing discoveries in astronomy. In addition, the project develops the Dome+ model, which ensures engagement does not end with the planetarium. Dome+ will include additional content, weekly virtual sessions with STEM professionals, and a suite of closely linked outreach activities. Dome+ will serve as a model to extend engagement and increase the impact of future planetarium shows. Project goals include 1) increasing awareness of the research in astronomy being made at the NSF-funded observatories in Chile, 2) increasing awareness and interest in diverse STEM career opportunities at large observatories and related institutions in the USA, 3) increasing knowledge of science enabled by big observatories, 4) increasing Latinx perceptions as someone who can have a career at a major observatory, and 5) developing the Dome+ model and identify best practices for implementation. Iterative and summative evaluation of the project by collaborators at MSU will address four main questions: How does the Dome+ model affect visitors' perceptions of diversity of careers in STEM? How does the Dome+ model affect visitors' interest and understanding of Chile as an ideal observing location for astronomy? How does the Dome+ model support visitors' interest and understanding of the science of exoplanets? How do planetariums implement Dome+, and how does implementation affect the outcomes for visitors? The impact assessment component of this project takes places in four phases. The goals of the first phase are to leverage the expertise of the research team to inform the creation of the planetarium show and to set up a robust research agenda to be achieved in Years 2-4 of the project. The goals of the second phase are to collect preliminary data from visitors on their responses to planetarium show content and to use this information to advise on edits to the show and to develop the content and format of the web-portal and educational materials. The goal of the third phase is to then collect data on how effectively the technology-rich environments of the three components of the Dome+ model (planetarium show, web-portal, educational materials) work in concert to reach the intended goals of changing visitors' perceptions of diversity in STEM, engaging visitors with astronomy content on exoplanets, and exposing visitors to the wonders of astronomy research in Chile. The goal of the fourth phase is to perform data analysis, synthesize findings and make recommendations for future implementations of the Dome+ model for practitioners. 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.