This project seeks to apply explainable artificial intelligence to the challenge of personalizing training for adult citizen scientists. The approach will be developed in the context of the Native Bee Watch (NBW) biodiversity monitoring project that began in 2016 at Colorado State University.
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TEAM MEMBERS:
Sarath SreedharanNikhil KrishnaswamyJill ZarestkyNathaniel Blanchard
This project is designed to support collaboration between informal STEM learning (ISL) researchers, designers, and educators with sound researchers and acoustic ecologists to jointly explore the role of auditory experiences—soundscapes—on learning. In informal STEM learning spaces, where conversation advances STEM learning and is a vital part of the experience of exploring STEM phenomena with family and friends, attention to the impacts of soundscapes can have an important bearing on learning. Understanding how soundscapes may facilitate, spark, distract from, or even overwhelm thinking and conversation will provide ISL educators and designers evidence to inform their practice. The project is structured to reflect the complexity of ISL audiences and experiences; thus, partners include the North Park Village Nature Center located in in a diverse immigrant neighborhood in Chicago; Wild Indigo, a Great Lakes Audubon program primarily serving African American visitors in Midwest cities; an after-school/summer camp provider, STEAMing Ahead New Mexico, serving families in the rural southwest corner of New Mexico, and four sites in Ohio, MetroParks, Columbus Zoo and Aquarium, Franklin Park Conservatory and Botanical Gardens, and the Center of Science and Industry.
Investigators will conduct large-scale exploratory research to answer an understudied research question: How do environmental sounds impact STEM learning in informal learning spaces? Researchers and practitioners will characterize and describe the soundscapes throughout the different outdoor and indoor exhibit/learning spaces. Researchers will observe 800 visitors, tracking attraction, attention, dwell time, and shared learning. In addition to observations, researchers will join another 150 visitors for think-aloud interviews, where researchers will walk alongside visitors and capture pertinent notes while visitors describe their experience in real time. Correlational and cluster analyses using machine learning algorithms will be used to identify patterns across different sounds, soundscapes, responses, and reflections of research participants. In particular, the analyses will identify characteristics of sounds that correlate with increased attention and shared learning. Throughout the project, a team of evaluators will monitor progress and support continuous improvement, including guidance for developing culturally responsive research metrics co-defined with project partners. Evaluators will also document the extent to which the project impacts capacity building, and influences planning and design considerations for project partners. This exploratory study is the initial in a larger research agenda, laying the groundwork for future experimental study designs that test causal claims about the relationships between specific soundscapes and visitor learning. Results of this study will be disseminated widely to informal learning researchers and practitioners through workshops, presentations, journal articles, facilitated conversations, and a short film that aligns with the focus and findings of the research.
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TEAM MEMBERS:
Martha MersonJustin MeyerDaniel Shanahan
This pilot and feasibility project will explore whether participation in informal science initiatives like citizen science, which is a form of Public Participation in Scientific Research, can foster or enhance participant attachment to the natural places participants investigate via these programs. The project also examines if participant attachment to place influences the development or application of critical thinking skills among adult learners. Critical thinking skills and the factors that enhance critical thinking skills are important areas of inquiry within the informal STEM learning community. Existing scholarship suggests that three components may be linked: (1) feelings of connection to specific places, (2) intentional exploration and investigation of those places (in this case via citizen science), and (3) understanding of complex socio-ecological systems, which is predicated on critical thinking skills ability. However, the degree to which these aspects are related to each other, the scale at which they occur (local to global), and the specific dimensions of place connection or informal science experiences implicated is not known. Working with the Coastal Observation and Seabird Survey Team (COASST) citizen science program, this project advances collaboration among experts from disparate fields to examine if and how citizen science contributes to increases in connection to place and higher-order critical thinking skills among participants and the potential links between those hypothesized outcomes. The ultimate goal of the project is to inform design of Public Participation in Scientific Research programming that optimizes participant learning, interest, and retention; produces societal outcomes like critical thinking in support of science literacy; and creates high quality data of the scale and grain needed to address questions and issues across the basic-applied science continuum.
This research focuses on the degree to which Public Participation in Scientific Research, specifically citizen science, may foster the presence or intensity of place attachment felt by participants for the sites and settings investigated through these programs and to what extent place attachment may be linked to higher order critical thinking skills among adult learners. A three-pronged mixed-methods research strategy will include: (1) a re-analysis of existing survey and interview data for markers of three-dimensional (personal, social, natural) place attachment as well as critical thinking skills and dispositions; (2) an assessment survey to test for the presence and intensity of place attachment and critical thinking skills; and (3) in-depth interviews to better understand the qualitative nature and development of place attachment and critical thinking skills in a citizen science context. The survey and interview sample will be drawn from participants in the COASST citizen science program and will be stratified into four groups as a function of time engaged in the program, including new, novice, and long-term participants. An independent external advisory board and a committee of visitors comprised of experts in informal science, education, and sense of place will critique and help guide this work. Results are expected to reveal important factors that impact the learning and behavioral outcomes of informal STEM initiatives by probing questions about the essential experiences, exposures, and COASST program components that facilitate deeper critical thinking skills and place attachment. Synthesizing theoretical frameworks from the fields of geography, science education, and educational psychology while testing a unique methodological approach to best measure critical thinking skills and place attachment in an informal citizen science setting will enhance knowledge-building among research and practitioner communities.
In a globalized and increasingly technologically complex world, the ability of citizens to interrogate and interpret scientific evidence, views, and values is critical. That is, scientific literacy is essential for the maintenance of robust and healthy economic, social, and environmental systems in the twenty-first century. Informal science learning fills an important gap in national educational efforts to cultivate a scientifically literate populace as research suggests that formal science training is not always capable of fostering the type of higher order critical thinking skills that undergird such scientific competency. This project aims to strengthen infrastructure and build capacity among informal science practitioners by clarifying whether specific aspects and forms of Public Participation in Scientific Research, especially those relating to people-place connections, are implicated in the development and/or application of critical thinking skills in STEM settings. This effort may expand opportunities to strengthen informal science learning program outcomes, including the cultivation of numerous 21st century skills like information literacy and social skills like conflict management. Through a greater understanding of the individual components that shape informal learning experiences and outcomes, this project also has the potential to support the broadening of participation in STEM fields by providing the groundwork for further research on whether or not underrepresented or traditionally marginalized groups of people experience and/or relate differently to both the "places" most common in citizen science and the practice of informal science programming itself.
Environmental Protectors is a four-year project based at the University of California at Berkeley’s Lawrence Hall of Science. The project is designed to explore the educational and developmental impact of an informal science education programming model that features Community and Citizen Science (CCS) activities for youth of color residing in urban communities. The project is grounded in hypothesis that CCS-focused experiences result in learning outcomes that better position youth of color to more effectively engage in Science, Technology, Engineering, and Mathematics (STEM) related educational, occupational, and civic activities. Each year, in three economically challenged urban communities located throughout the country, youth of color between the ages of 14 and 18 will participate in month-long summer or semester-long afterschool programs. These programs will feature CCS-related activities that include collection, analysis, interpretation and presentation of data that addresses local, pressing environmental quality concerns, such as soil lead contamination and air particulate matter pollution. The project will use a mix of qualitative and quantitative data collection and analysis to assess the impact of youth engagement in these CCS activities. Overall, through its implementation the project aims to generate information useful in nationwide efforts designed to identify effective strategies and approaches that contribute to increasing STEM understanding and interest among youth of color.
Project research is guided by the following questions: A) What are ways to increase STEM engagement among those who have typically been underrepresented in Community and Citizen Science (CCS) research projects in particular and STEM in general? B) When youth are engaged in CCS, what outcomes are observed related to their science agency and science activism? What other unanticipated outcomes are observed related to benefits of participation and learning? C) How does science activism develop in youth participating in CCS?; and D) How do differences in program implementation impact youth outcomes. In particular, the project explores the manner in which particular CCS activities (e.g., project design, data analysis and interpretation, data presentation) impact youth “Science Agency,” defined as a combination of constructs that include Science Identity (i.e., sense of themselves as science thinkers), Science Value (i.e., awareness of the potential benefits of applying scientific practices to addressing critical community health and environmental issues) and Science Competency Beliefs (i.e., belief of themselves as competent science practitioners) and “Science Activism,” defined as a combination of perceived behavioral control and personal salience. Through its execution the project will refine a theory of learning that makes explicit connections between these constructs. Information derived from the execution of the project will contribute to deeper understanding of the potential for using of CCS projects as a key component of science education environments in urban areas and in general.
This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program.
This project will draft a framework to guide citizen science projects in addressing issues of equity, diversity, and inclusion (EDI). Citizen science, sometimes called community science, involves volunteers who use science research procedures to collect valid scientific data for research projects and who often learn much about science in the process. These projects contribute directly to scientific research and often collect data of direct relevance to many communities. Although there are millions of citizen science volunteers, only a small proportion come from marginalized communities. The project will host a series of six, half-day virtual (online) workshops with scholars and practitioners with deep understanding of the participatory sciences and issues related to EDI. Workshop participants will discuss topics relevant to preparing a framework to provide guidance for integrating support EDI practices in citizen science. The project will disseminate the framework and workshop recommendations through publications for researchers and practitioners, a new website that will serve as a hub for relevant resources and EDI professional development, blogposts, and webinars.
This project will focus on EDI issues in institution-led, large-scale, citizen science projects. The project will organize workshops addressing issues relating to: (1) designing multipurpose projects that can be useful for empowering communities with data addressing community needs, providing researchers a large and robust data set, and providing learners with opportunities to develop a deeper understanding of research; (2) developing diverse leadership and engaging marginalized communities in framing research priorities; and (3) supporting strategies across citizen science projects to address barriers to participation, identity professional development needs, and create inclusive models that foster trust, create supportive networks, and build capacity for EDI in citizen science. The workshop will include approximately 20 participants, including researchers, project leaders and practitioners, with a majority of workshop participants belonging to groups underrepresented in science, such as Black, Hispanic, and Indigenous people.
Informal learning environments offer a range of educational observations. Lately, many venues have adopted livestreaming and digital archiving, both as additional access for a wider offsite audience and as alternative ways to engage the onsite audience. Students can observe animals and plants from a different continent through a live camera feed, or they can watch an online recording of a science experiment even if they missed the live demonstration. However, livestreamed or archived observations remain a mostly passive experience, offering limited interactions beyond watching the videos. One way to create more active learning opportunities from these observations is to use sensors such as thermal cameras as additional streaming devices, which transmit real-time images and data that not only reveal more about what is being observed, but also allow the audience to ask deeper questions, find answers by interacting with the data, apply science knowledge in a relevant context, and become an active participant in scientific inquiry.
This project has created Telelab, a cloud platform for livestreaming and archiving interactive observations to promote citizen science. Powered by the Internet of things (IoT), Telelab allows informal science educators to present exhibits, living organisms or ecosystems through the use of sensors and actuators. Audiences both onsite and offsite can visualize biological processes in situ, such as thermoregulation, thermogenesis, metabolism, etc., or they can investigate physics and chemistry experiments by analyzing experimental data in combination with the video stream.
This work 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 opportunities for the public in informal environments; provide multiple pathways for broadening access to and engagement in STEM learning experiences; advance innovative research on and assessment of STEM learning in informal environments; and engage the public of all ages in learning STEM in informal environments.
Refugee youth are particularly vulnerable to STEM disenfranchisement due to factors including limited or interrupted schooling following displacement; restricted exposure to STEM education; and linguistic, cultural, ethnic, socioeconomic, and racial minority status. Refugee youth may experience a gap in STEM skills and knowledge, and a conflict between the identities necessary for participation in their families and communities, and those expected for success in STEM settings. To conduct research to better understand these challenges, an interrelated set of activities will be developed. First, youth will learn principles of physics and computing by participating in cosmic ray research with physicists using an instructional approach that builds from their home languages and cultures. Then youth periodically share what they are learning in the cosmic ray research with their parents, siblings, and science teachers at family and community science events. Finally, youth conduct reflective research on their own STEM identity development over the course of the project. Research on learning will be conducted within and across these three strands to better understand how refugee youth develop STEM-positive identities. This project will benefit society by improving equity and diversity in STEM through (1) creating opportunities for refugee youth to participate in physics research and to develop computing skills and (2) producing knowledge on STEM identity development that may be applied more broadly to improve STEM education. Deliverables from this project include: (a) research publications on STEM identity and learning; (b) curriculum resources for teaching physics and computing to multilingual youth; (c) an online digital storytelling exhibit offering narratives about belonging in STEM research which can be shared with STEM stakeholders (policy makers, scientists, educators, etc.); and (d) an online database of cosmic ray data which will be available to physicists worldwide for research purposes. This Innovations in Development proposal 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 program is designed to provide multiple contexts, relationships, and modes across and within which the identity work of individual students can be studied to look for convergence or divergence. To achieve this goal, the research applies a linguistic anthropological framework embedding discourse analysis in a larger ethnography. Data collected in this study include field notes, audio and video recordings of naturalistic interactions in the cosmic ray research and other program activities, multimodal artifacts (e.g., students' digital stories), student work products, interviews, and surveys. Critically, this methodology combines the analysis of identity formation as it unfolds in moment-to-moment conversations (during STEM learning, and in conversations about STEM and STEM learning) with reflective tasks and the production of personal narratives (e.g., in digital stories and interviews). Documenting convergence and divergence of STEM identities across these sources of data offers both methodological and theoretical contributions to the field. The research will offer thick description of the discursive practices of refugee youth to reveal how they construct identities related to STEM and STEM disciplines across settings (e.g., during cosmic ray research, while creating digital stories), relationships (e.g., peer, parent, teacher), and the languages they speak (e.g., English, Swahili). The findings will be of potential value to instructional designers of informal learning experiences including those working with afterschool, museums, science centers and the like, educators, and scholars of learning and identity.
This Innovations in Development 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:
Tino NyaweloJohn MatthewsJordan GertonSarah Braden
Urban environments are remarkable natural laboratories to study ecology and speciation. These learning ecosystems are ecologically diverse and potentially more accessible for urban youth and their families. Unfortunately, disparities in STEM access continue to persist. Transportation, social and financial barriers, and a lack of awareness of STEM opportunities are a few of the inequities that significantly limit participation in STEM programs among urban youth, especially from underrepresented groups. Perceptions of who can meaningfully engage in scientific research remain demographically skewed to affluent, aged, and non-minoritized individuals. In an effort to address these challenges, this pilot study will investigate the feasibility of using remote cameras to survey local, urban wildlife to promote inclusive practices and youth engagement in STEM. A co-created curriculum will be employed, bringing urban ecologists and Detroit youth (6th-8th grade) together to participate in wildlife field experiences to garner and analyze data collected from cameras deployed through the city. It is the unique coupling of the camera surveys with authentic place-based, culturally relevant ecological research that will facilitate the innovative, experiential learning experiences. This pilot study will advance the understanding of the extent to which various facilitation methods and participation in out-of-school time programs like the Wildlife Neighbors program impact youth. From a broader impacts perspective, this work may yield positive environmental literacy outcomes and prove applicable for other urban youth in the country. The research findings would lay the foundation for future research and add novel approaches to the NSF portfolio on urban, out-of-school time environmental education programs for middle school youth using camera surveys to promote inclusivity, engagement in scientific field research, and increase youths' interest in STEM.
Through a strategic partnership between the Applied Wildlife Ecology Lab at the University of Michigan and the Detroit Zoological Society, this pilot will examine the effects of experiential learning through wildlife monitoring in twenty-four Detroit parks on strengthening four aspects of youth's environmental literacy: knowledge of ecology, competencies as researchers, empathy for wildlife, and sense of place. Youth will self-select into one of four facilitation models, each varying in intensity (summer experience, afterschool club) and mode (in-person, remote). Using camera surveys deployed in Detroit parks, youth will be immersed in ecological research, engaging them in the entire scientific process: observation, inquiry, data collection, fieldwork, data analysis and storytelling. Youth pre- and post-surveys, daily reflections on program activities, and parent/guardian questionnaires will assess impacts and experiences of the Wildlife Neighbors facilitation models and program more broadly. The research questions will explore the extent to which participation in Wildlife Neighbors: (a) differs across facilitation intensity and mode, and (b) strengthens environmental literacy among middle school urban youth when engaged in a co-created out-of-school time experiential program using remote cameras to survey local wildlife. Over the two-year pilot duration, approximately 100 youth and their families will participate in the program.
This pilot study is funded by the NSF Advancing Informal STEM Learning 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 Pilots and Feasibility Studies 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.
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.