This INSPIRE award is partially funded by the Cyber-Human Systems Program in the Division of Information and Intelligent Systems in the Directorate for Computer Science and Engineering, the Gravitational Physics Program in the Division of Physics in the Directorate for Mathematical and Physical Sciences, and the Office of Integrative Activities.
This innovative project will develop a citizen science system to support the Advanced Laser Interferometer Gravitational wave Observatory (aLIGO), the most complicated experiment ever undertaken in gravitational physics. Before the end of this decade it will open up the window of gravitational wave observations on the Universe. However, the high detector sensitivity needed for astrophysical discoveries makes aLIGO very susceptible to noncosmic artifacts and noise that must be identified and separated from cosmic signals. Teaching computers to identify and morphologically classify these artifacts in detector data is exceedingly difficult. Human eyesight is a proven tool for classification, but the aLIGO data streams from approximately 30,000 sensors and monitors easily overwhelm a single human. This research will address these problems by coupling human classification with a machine learning model that learns from the citizen scientists and also guides how information is provided to participants. A novel feature of this system will be its reliance on volunteers to discover new glitch classes, not just use existing ones. The project includes research on the human-centered computing aspects of this sociocomputational system, and thus can inspire future citizen science projects that do not merely exploit the labor of volunteers but engage them as partners in scientific discovery. Therefore, the project will have substantial educational benefits for the volunteers, who will gain a good understanding on how science works, and will be a part of the excitement of opening up a new window on the universe.
This is an innovative, interdisciplinary collaboration between the existing LIGO, at the time it is being technically enhanced, and Zooniverse, which has fielded a workable crowdsourcing model, currently involving over a million people on 30 projects. The work will help aLIGO to quickly identify noise and artifacts in the science data stream, separating out legitimate astrophysical events, and allowing those events to be distributed to other observatories for more detailed source identification and study. This project will also build and evaluate an interface between machine learning and human learning that will itself be an advance on current methods. It can be depicted as a loop: (1) By sifting through enormous amounts of aLIGO data, the citizen scientists will produce a robust "gold standard" glitch dataset that can be used to seed and train machine learning algorithms that will aid in the identification task. (2) The machine learning protocols that select and classify glitch events will be developed to maximize the potential of the citizen scientists by organizing and passing the data to them in more effective ways. The project will experiment with the task design and workflow organization (leveraging previous Zooniverse experience) to build a system that takes advantage of the distinctive strengths of the machines (ability to process large amounts of data systematically) and the humans (ability to identify patterns and spot discrepancies), and then using the model to enable high quality aLIGO detector characterization and gravitational wave searches
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TEAM MEMBERS:
Vassiliki KalogeraAggelos KatsaggelosKevin CrowstonLaura TrouilleJoshua SmithShane LarsonLaura Whyte
A report following the 2016 Environmental Health Summit recommended engaging citizens in creating their own knowledge and solutions, thus ensuring that their concerns are adequately addressed and promoting sustainability of community projects. Indeed, citizen science has the potential to initiate a cascade of events with a positive ripple effect that includes a more diverse future STEM and biomedical workforce. This SEPA proposal involves the establishment of WE ENGAGE – an informal, citizen science-based, environmental health experiential learning program designed in partnership with and for under resourced communities struggling with health and environmental health challenges. Its purpose is to actively engage and build the citizen science capacity of citizens living in a single cluster of three contiguous under resourced, minority Cincinnati neighborhoods where generational challenges continue to plague residents despite the presence of established academic-community partnerships. Our hypothesis is that community-informed, experiential learning opportunities outside of the classroom that are structured, multi-generational, and story-based will encourage a) the active asking, discussion about, and answering of relevant complex health and environmental questions so that individuals and communities can plan action steps to make better health choices and pursue healthier environments, and b) greater interest and confidence in pursuing formal biomedical/STEM education and STEM careers. Our program has three specific aims: 1) We will co-create tailored story- based (graphic novel style) STEM education materials with a community advisory board and offer informal STEM education and research training to our target communities; 2) we will facilitate the application of scientific inquiry skills to improve health via community-led health fairs that use an innovative electronic health passport platform to collect data and through facilitated community discussions of health fair data to generate motivating stories to share; and 3) we will facilitate the application of scientific inquiry skills to foster community pride and activism in promoting healthier/safer built environments via walking environmental assessments. As in aim 2, facilitated discussions will be held to spur future community based participatory research studies and interventions. Critical to our success is the concept of storytelling. Storytelling is a foundation of the human experience. A key purpose of storytelling is not just understanding the world, but positively transforming it. It is a common language. Bringing together STEM concepts in the form of a story increases their appeal and meaning. Later, the very process of community data collection gives individuals a voice. In a data story, hundreds to millions of voices can be distilled into a single narrative that can help community members probe important underlying associations and get to the root causes of complicated health issues relevant to their communities. Through place based, understandable, motivating data stories, the community’s collective voice is clearer—leading to relevant and viable actions that can be decided and taken together. From preventing chronic disease, to nurturing healthier environments, to encouraging STEM education — stories have unlimited potential.
Public Health Relevance Statement:
Narrative WE ENGAGE is an informal citizen science-based, experiential learning program designed in partnership with and for middle schoolers to adults living in under resourced minority communities. Using the power of data collection and storytelling, its purpose is to actively engage citizens in STEM/research education and training to encourage a more diverse future workforce and to sustainably build local capacity to ask and answer complex health and environmental questions relevant to their communities. Further, by engaging citizens and giving them a more equitable stake in the research process, they are better able to discover their own solutions.
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TEAM MEMBERS:
Melinda Sue ButschkovacicSusan Ann Hershberger
The goals of this proposal are: 1) to provide opportunities for underrepresented students to consider careers in basic or clinical research by exciting them through an educational Citizen Science research project; 2) to provide teachers with professional development in science content and teaching skills using research projects as the infrastructure; and 3) to improve the environments and behaviors in early childcare and education settings related to healthy lifestyles across the state through HSTA students Citizen Science projects. The project will complement or enhance the training of a workforce to meet the nation’s biomedical, behavioral and clinical research needs. It will encourage interactive partnerships between biomedical and clinical researchers,in-service teachers and early childcare and education facilities to prevent obesity.
Specific Aim I is the Biomedical Summer Institute for Teachers led by university faculty. This component is a one week university based component. The focus is to enhance teacher knowledge of biomedical characteristics and problems associated with childhood obesity, simple statistics, ethics and HIPAA compliance, and the principles of Citizen Science using Community Based Participatory Research (CBPR). The teachers, together with the university faculty and staff, will develop the curriculum and activities for Specific Aim II.
Specific Aim II is the Biomedical Summer Institute for Students, led by HSTA teachers guided by university faculty. This experience will expose 11th grade HSTA students to the biomedical characteristics and problems associated with obesity with a focus on early childhood. Students will be trained on Key 2 a Healthy Start, which aims to improve nutrition and physical activity best practices, policies and environments in West Virginia’s early child care and education programs. The students will develop a meaningful project related to childhood obesity and an aspect of its prevention so that the summer institute bridges seamlessly into Specific Aim III.
Specific Aim III is the Community Based After School Club Experiences. The students and teachers from the summer experience will lead additional interested 9th–12th grade students in their clubs to examine their communities and to engage community members in conducting public health intervention research in topics surrounding childhood obesity prevention through Citizen Science. Students and teachers will work collaboratively with the Key 2 a Healthy Start team on community projects that will be focused on providing on-going technical assistance that will ultimately move the early childcare settings towards achieving best practices related to nutrition and physical activity in young children.
Citizen science is a form of Public Participation in Scientific Research (PPSR) in which the participants are engaged in the scientific process to support research that results in scientifically valid data. Opportunities for participation in real and authentic scientific research have never been larger or broader than they are today. The growing popularity and refinement of PPSR efforts (such as birding and species counting studies orchestrated by the Cornell Lab of Ornithology) have created both an opportunity for science engagement and a need for more research to better implement such projects in order to maximize both benefits to and contributions from the public.
Towards this end, Shirk et al. have posted a design framework for PPSR projects that delineates distinct levels of citizen scientist participation; from the least to the highest level of participation, these categories are contract, contribute, collaborate, co-create, and colleagues. The distinctions among these levels are important to practitioners seeking to design effective citizen science programs as each increase in citizen science participation in the scientific process is hypothesized to have both benefits and obstacles. The literature on citizen science models of PPSR calls for more research on the role that this degree of participation plays in the quality of that participation and related learning outcomes (e.g., Shirk et al., 2012; Bonney et al., 2009). With an unprecedented interest in thoughtfully incorporating citizen science into health-based studies, citizen science practitioners and health researchers first need a better understanding of the role of culture in how different communities approach and perceive participation in health-related studies, the true impact of intended educational efforts from participation, and the role participation in general has on the scientific process and the science outcome.
Project goal to address critical barrier in the field: Establish best practices for use of citizen science in the content area of human health-based research, and better inform the design of future projects in PPSR, both in the Denver Museum of Nature & Science’s Genetics of Taste Lab (Lab), and importantly, in various research and educational settings across the field.
Aims
Understand who currently engages in citizen science projects in order to design strategies to overcome the barriers to participation that occur at each level of the PPSR framework, particularly among audiences underrepresented in STEM.
Significantly advance the current knowledge regarding how citizen scientists engage in, and learn from, and participate in the different levels of the PPSR framework.
Determine the impact that each stage of citizen science participation has on the scientific process.
The NIH Science Education Partnership Award (SEPA) program of Emory University endeavors to use an over-arching theme of citizen science principles to:
develop an innovative curriculum based on citizen science and experiential learning to evaluate the efficacy of informal science education in after-school settings;
promote biomedical scientific careers in under-represented groups targeting females for Girls for Science summer research experiences;
train teachers in Title I schools to implement this citizen science based curriculum; and
disseminate the citizen science principles through outreach.
This novel, experiential science and engineering program, termed Experiential Citizen Science Training for the Next Generation (ExCiTNG), encompasses community-identified topics reflecting NIH research priorities. The curriculum is mapped to Next Generation Science Standards.
A comprehensive evaluation plan accompanies each program component, composed of short- and/or longer-term outcome measures. We will use our existing outreach program (Students for Science) along with scientific community partnerships (Atlanta Science Festival) to implement key aspects of the program throughout the state of Georgia. These efforts will be overseen by a central Steering Committee composed of leadership of the Community Education Research Program of the Emory/Morehouse/Georgia Institute of Technology Atlanta Clinical Translational Science Institute (NIH CTSA), the Principal Investigators, representatives of each program component, and an independent K–12 STEM evaluator from the Georgia Department of Education.
The Community Advisory Board, including educators, parents, and community members, will help guide the program’s implementation and monitor progress. A committee of NIH-funded investigators, representing multiple NIH institutes along with experienced science writers, will lead the effort for dissemination and assure that on-going and new NIH research priorities are integrated into the program’s curriculum over time.
This workshop is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The project will conduct a two-day workshop that will gather citizen science project leaders to address barriers in citizen science research and infrastructure: The inability to holistically study the movement, engagement, persistence and learning outcomes among volunteers engaged in multiple projects. The past few years have been a time of tremendous growth in awareness of and interest in citizen science projects. The project will address an increasing gap preventing projects in three now-popular categories (apps, projects hosted on government websites, and event-based projects) from adopting the digital tools created and available through SciStarter.com. The workshop will bring citizen science project leaders together to deepen an understanding of their needs regarding the adoption of digital tools, developed by Scistarter, which will result in more comprehensive data in support of research in informal science learning outcomes of volunteers engaged in citizen science across projects and platforms. The in-person and online contributions from participants will guide the development of resources and tutorials to scale adoption.
SciStarter is a repository of hundreds of citizen science projects. Through previous NSF support, SciStarter developed digital affiliate tools which project leaders use on their own websites to enable analytics (statistics gathered from user activity online) to help projects more easily recruit and coordinator volunteers, help volunteers track their contributions across projects and platforms, and help researchers holistically study the movement and learning outcomes across projects and platforms. The proposed workshop will facilitate iteration and adoption of the tools among three classes of projects, not originally accounted for, which have dramatically increased in numbers during the past year: 1) app-based projects, 2) projects hosted on government websites, and 3) event-based projects.. By co-designing and implementing iterative versions of the tools among these projects, the project will address important gaps in research, enable a richer, more comprehensive understanding of volunteer engagement patterns, and discover opportunities to build a stronger community of citizen science practitioners who collaborate to enhance volunteer learning communities. The project will culminate in improved research in this field and improved management of citizen science projects for appropriate recruitment and retention that fosters STEM learning.
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.
Explore the Science of Spring: A Live Media Event is an Innovations in Development project produced by the signature PBS series Nature. The new primetime series Spring LIVE (working title) will break the frame of a traditional documentary, letting viewers themselves explore the dramatic seasonal changes of spring through the immediacy of live television. On-camera hosts, scientists and naturalists in locations across the U.S., and scores of citizen scientists will use observation and scientific inquiry to explore the workings of nature during this season of rebirth. The unfolding stories of seasonal change will illuminate larger scientific insights--into the biodiversity of species in habitats, the interconnectedness of plants and animals in diverse ecosystems, the global phenomenon of species migration, and how spring "green-up" can be affected by environmental change--while inspiring appreciation for species conservation and habitat preservation. Spring LIVE is conceived as an ongoing series, with this inaugural season composed of three one-hour programs broadcast live on three consecutive nights, along with real-time interactions via Facebook. Reaching long-standing Nature viewers (2.5 million per episode), Spring LIVE will seek to turn mature adults and diverse families into citizen science doers, and leverage younger Nature online audiences through social media and community engagement in partnership with citizen science projects.
Spring LIVE will build public knowledge of and engagement in phenology and citizen science. The project will also conduct knowledge-building research on the effectiveness of Facebook as a science learning tool. It will experiment with eliciting audience participation via Facebook within the live shows to generate synchronous, second-screen thought and discussion. An exploratory study by Multimedia Research will look at the impact of this feature, addressing the question: To what extent and how does Facebook interactivity within live science shows impact adult engagement, learning and motivation? Spring LIVE will also engage multiple partners to expand reach and impact and build capacity in their fields. National partners include the National Park Service and Next Avenue; citizen science partners include Celebrate Urban Birds, National Phenology Network, Monarch Blitz, and SciStarter, among others. PBS stations will work with these organizations to involve diverse, intergenerational audiences in observation of nature and seasonal change. Project evaluation, implemented by Knight Williams Research Communications, will focus on the impact of live television on science learning, and the success of the integration of citizen science projects on air, online, and in communities. 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 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 Exploratorium in San Francisco, in collaboration with social science researchers at Arizona State University and Rutgers University, will conduct a two-year Pilots and Feasibility Studies project that will test a new model for integrating museum exhibits with public participation in scientific research, called Exhibit-Based PPSR (E-PPSR). The team will create a mini-exhibition about social psychology that (a) engages science museum visitors in investigating and reflecting on social factors that promote cooperation or not, (b) builds public awareness of the science of social psychology and (c) generates valid data for academic research in this area.
The Exploratorium will build on its long history of creating participatory exhibits that engage visiting groups in social science learning and in self-reflective metacognition. This expands beyond the typical lab-in-the-museum in which individual visitors interact with researchers' laptops or simple props. The model takes the exhibit experiences further, injecting the dimension of public participation in social psychology research. By voluntarily and anonymously contributing demographic and response data, large numbers of people from mixed-age groups will help social scientists gain new insights into cooperation among a broader sample of humanity than are usually studied in university labs. The E-PPSR lab is always available, rather than open only when a researcher is present. The model also incorporates research on learning and assesses the effect of E-PPSR on social science learning experiences. Do museum visitors build greater conceptual understanding of the social science by contributing to real research and seeing their own responses within the larger dataset? Do they attend more deeply to debriefing activities when they have contributed their own data? The three main deliverables include: 1) a prototype Exhibit-based PPSR laboratory at the Exploratorium comprised of one exhibit for gaining informed consent, three 'Data-Catcher' exhibits modified to record anonymous responses when visitors opt-in to contributing to social psychological research, and one debriefing exhibit. A back-end database will send data to the academic researchers; 2) evaluation studies that test the E-PPSR model. The studies will assess the success of debriefing approaches, the effectiveness of recruitment and the impact of E-PPSR on learning. The team will publish a journal article describing the E-PPSR model and academic research findings. The team will also organize a conference session with others in the museum field who manage in-house academic research laboratories; and 3) a report by the academic partners describing the impact of the project on their research program.
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 funds innovative research, approaches, and resources for use in a variety of settings. Using community-based participatory research, human-centered design, and developmental evaluation approaches, this project will co-create a national community science project, which is a form of Public Participation in STEM Research (PPSR) or citizen science. The project seeks to increase inclusion and equity in STEM, while building capacity in research and science through leadership and participation by both historically underrepresented communities and established academic institutions. Participants will record their levels of perceived stress and well-being in relation to their local soundscape. This project will help to connect participants, specifically youth and their families from communities underrepresented and underserved in STEM, with science and nature through learning that is authentic and relevant to their lives. With support of a mobile app, community science project participants explore and map soundscapes to identify areas of "excessive noise" as well as "noise refuges." Community-led dissemination of results will inform adoption of community science projects by other community-based organizations. The project is a collaboration involving fifteen community leaders, the Cornell Lab of Ornithology, Metro Atlanta Urban Farm in Atlanta, WorldBeat Center in San Diego, CLUES in St. Paul, MN, and Camp Compass in Allentown, PA. PPSR has exciting potential to engage broad audiences in STEM learning and research, particularly when projects are genuinely co-created by local communities, scientists, and educators. Using a community-based participatory research approach in the project fosters direct involvement from community members in integration of science practices and learning, from the development of the research questions, design of the study, to analysis, interpretation, and dissemination of results. Human-centered design is important as it is an established collaborative approach for addressing real-world problems facing human communities. In this project, human-centered design will include technology in the problem-solving phases of inspiration, ideation, and implementation. Developmental evaluation will provide on-going direct feedback to the project team over the project lifespan with respect to equity and inclusion in PPSR, an informal STEM learning environment. The project will further knowledge and understanding of soundscapes and noise pollution, enable use of mobile apps to map soundscapes in urban environments, and contribute to the relationship of noise to well-being.The project will produce conceptual frameworks and practical resources (toolkits) to guide future community-based PPSR efforts. Results from this project will advance knowledge, skills, attitudes, and behaviors of PPSR practitioners regarding equity, diversity, and inclusion of underrepresented audiences in STEM. 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:
Karen PurcellBobby WilsonMakeda CheatomJohn AnnoniTanya SchuhDavid BonterRick Bonney
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 travel grant focuses on broadening participation in STEM learning and advancing scholarship and practice related to Public Participation in STEM Research (PPSR). In PPSR, members of the public participate voluntarily in scientific processes, addressing real-world problems in ways that may include formulating research questions, conducting scientific experiments, collecting and analyzing data, interpreting results, making new discoveries, developing technologies and applications, and solving complex problems. Currently, participation in many PPSR projects does not often reflect the full range diversity in the nation. The Citizen Science Association (CSA), an organization that seeks to support the rigorous and ethical practice of citizen science--a form of PPSR--across a broad range of issues and communities, brings together PPSR practioners and scholars biennially. The CSA conference, to be held March 13-17, 2019, in Raleigh, North Carolina, will build networks and capacities to support scholarship and practice across the full range of citizen science and across diverse populations.
This travel grant supports 75 participants, 25 local and 50 national, from groups underrepresented in STEM, who are actively engaged in community-based environmental science and have not previously attended a CSA conference. Community-based environmental science projects, which often occur in minority communities, are increasingly relying on PPSR approaches, including engaging public participants in STEM learning through technology and the development of data literacies. Through this travel grant, the 2019 CSA conference will bring together the expertise and experiences of practioners and scholars from citizen science and community-based environmental science projects. The conference will facilitate four days of interactions and mutual learning with significant time for iterative reflection and active discussion to make the sessions personally relevant and meaningful. This intentionally allows for identifying areas of both commonalities and tensions across citizen science and community-based environmental science projects, with time to work through various approaches and issues with colleagues for greater learning. The interactions should allow for meaningful discussion of goals, theory, methods, recruitment and retention and other aspects of projects that make a difference in the success of projects. The structure of the conference includes panels, presentations, poster sessions, and discussion to increase the quality and extent of PPSR and community-based environmental science practice.
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.