Millions of people around the world watch live streaming wildlife cams, but they aren’t just watching: they are asking questions, trading information, and witnessing events that may be undocumented in the scientific literature. The goal of Bird Cams Lab was to design a digital space and framework enabling online communities to engage in a co-created scientific inquiry process utilizing wildlife cams to answer bird-related questions of common interest. To achieve this goal, the project engaged participants at every stage of the research process—including observation, generating and selecting
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
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.
The HOWL science team set out to analyze the quality of the Hofmann Forest’s watershed in order to understand the Hofmann’s place in the coastal ecosystem as a whole and how its quality would affect the surrounding human and ecological community. However, we realized quickly that we would need help collecting hundreds of stream water samples and observations, and so we partnered with the Izaak Walton League to help us contact and get local community members involved in such an overwhelming task. Local volunteers will not only help collect samples for this large-scale citizen science project, but will also help us try out some new equipment for water sampling and testing. And so, along with your help, the HOWL Project will:
Gain knowledge of water quality, and quantity, of the White Oak, New, and Trent Rivers in the Hofmann Forest in Eastern NC.
Demonstrate the feasibility of using low-cost analytical equipment for water quality testing.
Increase understanding of North Carolina’s rapidly changing coast due to the threats of sea-level rise, deforestation, agricultural expansion, and new substantial developments.
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TEAM MEMBERS:
Meredith HovisFrederick CubbageMadhusudan KattiKathleen McGinley
This project is a Design and Development Launch Pilot (DDLP) of the NSF INCLUDES program. The goal of the project is to enhance the knowledge and applicability of science, technology, engineering, and mathematics (STEM) for a broad cross-section of people living in the U.S,-Affiliated Pacific Islands. The focus will be on water resources, which is an extremely important topic for this region and equally relevant nationally. The project will engage local community groups and schools in water monitoring, sampling, and analysis, in order to promote the benefits of science education and careers among a population that is underrepresented in these areas. Moreover, the project will improve the capabilities of the island residents for making decisions about sustainable use and protection of these scarce resources. A functioning network will be established among the islands that will have a positive impact on the health and well-being of the residents.
This project will use water as a highly relevant topic in order to involve a wide range of individuals in both general STEM learning and the basic scientific principles as applied to water resources. Specific aspects include engaging K-12, higher education, informal educators and community members to manage water resources in a sustainable fashion that will reduce disaster risk. In addition, the project will empower local communities through water literacy to make better informed, evidence-based decisions that balance the needs of diverse stakeholder groups. The overarching goal is to further advance the inclusion of underrepresented learners in STEM fields. Benefits to society will accrue by: increasing STEM learning opportunities for ~6,500 students from underserved and underrepresented Indigenous Pacific Islanders that will enhance their eligibility for STEM careers; building community resiliency through a collective impact network to resolve emerging water crises; and fostering collaboration among different constituencies in remote communities to make better-informed decisions that reflect the needs and constraints of diverse interests.
Worldwide, four million people participate in geocaching--a game of discovering hidden treasures with GPS-enabled devices (including smart phones). Geocachers span all ages and tend to be interested in technology and the outdoors. To share information about the Montana Climate Assessment (MCA), an NSF-funded scientific report, Montana State University created a custom trackable geocaching coin featuring the MCA Website and logo. We then recruited volunteers to hide one coin in each of Montana’s 56 counties. Volunteer geocachers enthusiastically adopted all 56 counties, wrote blogs and social media posts about the coins, and engaged local Scout troops and schools. Other geocachers then found and circulated the coins while learning about Montana’s climate. One coin has traveled nearly 4,000 miles; several have visited other states and Canada. 95% of the volunteers said the project made them feel more connected to university research, and they told an average of seven other people about the project. Nearly all of the participants were unfamiliar with the Montana Climate Assessment prior to participating. The geocaching educational outreach project included several partnerships, including with Geocaching Headquarters in Seattle (a.k.a. “Groundspeak”); Cache Advance, Inc., an environmentally friendly outdoor gear company; and Gallatin Valley Geocachers. An advisory board of geocachers helped launch the project.
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TEAM MEMBERS:
Suzi TaylorRay CallawayM.J. NehasilCathy Whitlock
Northern ecosystems are rapidly changing; so too are the learning and information needs of Arctic and sub-Arctic communities who depend on these ecosystems for wild harvested foods. Public Participation in Scientific Research (PPSR) presents a possible method to increase flow of scientific and local knowledge, enhance STEM-based problem solving skills, and co-create new knowledge about phenology at local and regional or larger scales. However, there remain some key challenges that the field of PPSR research must address to achieve this goal. The proposed research will make substantial contributions to two of these issues by: 1) advancing theory on the interactions between PPSR and resilience in social-ecological systems, and 2) advancing our understanding of strategies to increase the engagement of youth and adults historically underrepresented in STEM, including Alaska Native and indigenous youth and their families who play an essential role in the sustainability of environmental monitoring in the high latitudes and rural locations throughout the globe. In particular, our project results will assist practitioners in choosing and investing in design elements of PPSR projects to better navigate the trade-offs between large-scale scientific outcomes and local cultural relevance. The data collected across the citizen science network will also advance scientific knowledge on the effects of phenological changes on berry availability to people and other animals.
The Arctic Harvest research goals are to 1) critically examine the relationship between PPSR learning outcomes in informal science environments and attributes of social-ecological resilience and 2) assess the impact of two program design elements (level of support and interaction with mentors and scientists, and an innovative story-based delivery method) on the engagement of underserved audiences. In partnership with afterschool clubs in urban and rural Alaska, we will assess the impact of participation in Winterberry, a new PPSR project that investigates the effect of changes in the timing of the seasons on subsistence berry resources. We propose to investigate individual and community-level learning outcomes expected to influence the ability for communities to adapt to climate change impacts, including attributes of engagement, higher-order thinking skills, and their influence on the level of civic action and interest in berry resource stewardship by the youth groups. Using both quantitative and qualitative approaches, we compare these outcomes with the same citizen science program delivered through two alternate methods: 1) a highly supported delivery method with increased in-person interaction with program mentors and scientists, and 2) an innovative method that weaves in storytelling based on elder experiences, youth observations, and citizen science data at all stages of the program learning cycle. This project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The project also has support from the Office of Polar Programs.
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TEAM MEMBERS:
Katie SpellmanElena SparrowChrista MulderDeb Jones
resourceprojectGames, Simulations, and Interactives
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. The proposed project broadens the utility of Public Participation in Scientific Research (PPSR) approaches, which include citizen science, to support new angles in informal learning. It also extends previous work on interactive data visualizations in museums to encompass an element of active contribution to scientific data. To achieve these goals, this project will develop and research U!Scientist (pronounced `You, Scientist!')--a novel approach to using citizen science and learning research-based technology to engage museum visitors in learning about the process of science, shaping attitudes towards science, and science identity development. Through the U!Scientist multi-touch tabletop exhibit, visitors will: (1) interact with scientific data, (2) provide interpretations of data for direct use by scientists, (3) make statements based on evidence, and (4) visualize how their data classifications contribute to globe-spanning research projects. Visitors will also get to experience the process of science, gaining efficacy and confidence through these carefully designed interactions. This project brings together Zooniverse, experts in interactive design and learning based on large data visualizations in museums, and leaders in visitor experience and learning in science museums. Over fifty thousand museum visitors are expected to interact annually with U!Scientist through this effort. This impact will be multiplied by packaging the open-source platform so that others can easily instantiate U!Scientist at their institution.
The U!Scientist exhibit development process will follow rapid iterations of design, implementation, and revision driven by evaluation of experiences with museum visitors. It will involve close collaboration between specialists in computer science, human-computer interaction and educational design, informal science learning experts, and museum practitioners. The summative evaluation will be based on shadowing observations, U!Scientist and Zooniverse.org logfiles (i.e., automated collection of user behavior metrics), and surveys. Three key questions will be addressed through this effort: Q1) Will visitors participate in PPSR activities (via the U!Scientist touch table exhibit) on the museum floor, despite all the distractions and other learning opportunities competing for their attention? If so, who engages, for how long, and in what group configurations? Q2) If visitors do participate, will they re-engage with the content after the museum visit (i.e., continue on to Zooniverse.org)? Q3) Does engaging in PPSR via the touch table exhibit--with or without continued engagement in Zooniverse.org after the museum visit--lead to learning gains, improved understanding of the nature of science, improved attitudes towards science, and/or science identity development?
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.The project plans to develop evidence-based principles to guide citizen science project owners in the coordinated management of project participants within the SciStarter landscape. SciStarter is a repository of over 1,500 citizen science (CS) projects. Through prior research, SciStarter 2.0 tools were developed which can be used to study and coordinate recruitment and retention strategies across projects. Coordinated management has the potential to deepen volunteer learning and growth and benefit project goals because it can address across-project skew (CS volunteers involved in multiple projects), evolving motivations, seasonal gaps, untapped synergies across projects, and other unanticipated factors that cannot be addressed via management within project silos. The project will increase the capacity of citizen science projects to achieve their myriad scientific, learning and conservation goals through enhanced coordination of volunteer management, facilitated by evidence-based guidance from the SciStarter's User's Manual for Project Owners. The findings of the research will guide project design and implementation towards synergies that increase the capacity of projects to generate scientific, learning, and conservation outcomes. Research about citizen scientists has focused on within-project assessments and comparisons of projects, but few have examined dynamics of recruitment, retention, and movement of individuals across projects. SciStarter is designed for embedded tracking of participation dynamics in a landscape of projects. The project will expand embedded assessment to measure scientific, learning, and conservation outcomes and their links to participation dynamics within and across projects. Through social network analysis, the project will describe patterns of bridges, ties, and distances among projects based on the cross-over of participants. The project will also propose qualitative research to understand project managers' perceptions of SciStarter and the costs and benefits of coordinated management of citizen scientists. The research is designed to provide insights into participation dynamics that will lead to subsequent knowledge building across citizen science projects, and determine whether new evidence about advantages and disadvantages of coordinated management will persuade project owners to rely less on the silo approach to volunteer management.