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.
DATE:
-
TEAM MEMBERS:
Sarath SreedharanNikhil KrishnaswamyJill ZarestkyNathaniel Blanchard
The project will investigate how air quality data interactions (via these two concurrent designs: the public kiosk and the youth summer camp) can be designed to support learners' personal agency in data investigations, visualizations, and communications as well as how these experiences help non-experts learn about their environment.
DATE:
-
TEAM MEMBERS:
Jessica RobertsAlexander EndertJayma Koval
Researchers at Arizona State University (ASU), in partnership with the Smithsonian Museum on Main Street (MoMS), the Arizona Science Center, and eight tribal and rural museum sites around Arizona, will help educate and empower communities living in the Desert Southwest on water sustainability issues through the creation of WaterSIMmersion, a mixed reality (MR) educational game and accompanying museum exhibit.
DATE:
-
TEAM MEMBERS:
Claire LauerScotty CraigMina Johnson-GlenbergMichelle Hale
This project builds on an NSF-funded program which engaged youth in the creation of art-science experiences that use the biology and the experiences of migratory birds as a means for communicating the impact of a changing climate.
DATE:
-
TEAM MEMBERS:
Rebecca SafranShawhin RoudbariMary Osnes
The program was co-created with practitioners and students who are people of color and/or immigrants, representing a range of gender identities and sexual orientations and neurodivergent individuals alongside facilitators that specialize in helping STEM professionals address social inequities. The IDEAL program supports practitioners in developing self-awareness, readiness, agency, and resources to modify their projects with practices that support belonging, equity, and accessibility.
Climate change presents a significant challenge for parents worldwide as they navigate the task of preparing the next generation for a rapidly changing world. This interdisciplinary project aims to address this challenge by focusing on the needs of under-resourced Latino families, with a particular emphasis on Latino children who bear a disproportionate burden from climatic changes.
Many urgent environmental challenges, from soil degradation and water pollution to global climate change, have deep roots in how complex systems impact human well-being, and how humans relate to nature and to each other. Learning In and From the Environment through Multiple Ways of Knowing (LIFEways) is based on the premise that Indigenous stewardship has sustained communities on these lands since time immemorial. This project is collaboratively led by the Indigenous Education Institute and Oregon State University’s STEM Research Center, in partnership with Native Pathways and the Reimagine Research Group, Swinomish Indian Tribal Community, Oregon Museum of Science and Industry, World Forestry Center, and a national park network in the Pacific Northwest. The aim of this partnership is to deepen the informal learning field’s understanding of how Indigenous ways of knowing are currently or can be included in outdoor learning environments such as parks, nature preserves, and tribal lands. The project will share practices that center Indigenous worldviews to build awareness of their value and enhance STEM learning in outdoor settings. These approaches engage Native community members in continuing their traditional knowledge and practices, and help non-Native audiences learn from the dynamic interrelationships of the environment in authentic, respectful ways.
Conventional outdoor education is mostly grounded in Western concepts of “conservation” and “preservation” that position humans as acting separately from nature. This Research in Service to Practice project will identify “wise practices” that honor Indigenous ways of knowing, and investigate current capacities, barriers and opportunities for amplifying Indigenous voices in outdoor education. A team of Native and non-Native researchers and practitioners will draw upon Indigenous and Western research paradigms. Methods include Talk Story dialogues, a landscape study using national surveys, case studies, and a Circle of Relations to interpret and disseminate research findings. LIFEways will also document partnership processes to continue to build on the Collaboration with Integrity framework between tribal and non-tribal organizations (Maryboy and Begay, 2012). Findings from the LIFEways project will be shared broadly through a series of webinars, local and national meetings, conferences, and publications.
This Innovations in Development project supports racially and ethnically diverse youth in learning about climate resilience in informal settings, including community centers, afterschool programs, and museums. The project aims to: (1) build the capacity of community organizations to implement youth programming on climate resilience; (2) increase youth knowledge, skills, and self-efficacy associated with climate resilience (also referred to as environmental health literacy for climate resilience); and (3) explore how collaborating research universities and community organizations engage diverse youth in informal STEM learning. Project partners include the UNC Institute for the Environment, the University of Washington-Interdisciplinary Center for Exposures, Diseases, Genomics and Environment, the North Carolina Museum of Natural Sciences, Juntos NC, and the Duwamish River Community Coalition (DRCC). Juntos NC and DRCC actively engage Latino and Indigenous youth in their programming and seek to implement resilience-focused programming that supports youth science learning and leadership development.
Together, informal educators and participating youth will develop locally relevant solutions to climate impacts in their communities. Youth will interact with university-based climate scientists and educators to collect and analyze data and will participate in resilience-focused dialogue, planning, and actions in their communities. Youth will share what they learn with their families and peers through family events and teen summits. The project will engage dozens of educators in community organizations and at least 250 youth, who will share what they learn with their families and communities, reaching hundreds more people through communications and local action projects. Mixed-methods assessment will provide insight into the extent participating youth (a) develop environmental health literacy for climate resilience, and (b) take action to address resilience in their home communities. The team will assess how these outcomes vary by location, and the implications of any variation on potential for project replication. A participatory evaluation, led by an external evaluator, will provide insight into empowerment outcomes. Findings will be disseminated to professional audiences at local and national conferences; and curricular materials from this project will be disseminated through the project website.
Access to STEM information is unequal, with rural and poor communities often receiving the fewest public education science and science literacy opportunities. Rural areas also face unique STEM teaching and technology integration challenges. In fact, LatinX communities in rural areas are less likely to have access to educational resources and language supports available to LatinX communities in urban centers. This project will help address these inequities by engaging rural librarians, bilingual science communicators, polar scientists, and a technical team to create a series of five bilingual virtual reality (VR) experiences to enhance STEM understanding and appreciation. Project researchers will create a new channel for disseminating polar science, working first with rural Latinx communities in Wisconsin to create a new network between rural communities and university researchers. Involving rural librarians in the co-design of instruction process will produce new ways for rural libraries to engage their local communities and their growing Latinx populations with polar science learning experiences. Each of the five VR experiences will focus on a different area of research, using the captivating Arctic and Antarctic environments as a central theme to convey science. VR is a particularly powerful and apt approach, making it possible to visit places that most cannot experience first-hand while also learning about the wide range of significant research taking place in polar regions. After design, prototyping and testing are finished, the VR experiences will be freely available for use nationally in both rural and urban settings. Public engagement with science creates a multitude of mutual benefits that result from a better-informed society. These benefits include greater trust and more reasoned scrutiny of science along with increased interest in STEM careers, many of which have higher earning potential. The project team will partner with 51 rural libraries which are valued community outlets valuable outlets to improve science literacy and public engagement with science. The effects of this project will be seen with thousands of community members who take part in the testing of prototype VR experiences during development and scaled engagement through ongoing library programs utilizing the final VR experiences for years to come.
This project will create new informal STEM learning assessment techniques through combining prior efforts in the areas of educational data mining for stealth assessment and viewpoint similarity metrics through monitoring gaze direction. Results of the project contribute to the field of educational data mining (EDM), focusing on adopting its methods for VR learning experiences. EDM is a process of using fine grained interaction data from a digital system to support educationally relevant conclusions and has been applied extensively to intelligent tutors and more recently, educational videogames. This project will continue building on existing approaches by expanding to include the unique affordances of VR learning media, specifically gaze. The project will focus on predicting user quitting as well as assessing key learning goals within each experience and triangulate these predictive models with user observations and post-experience surveys. The eventual application of this foundational research would address the problem in assessing a learner using measures external to the experience itself (i.e., surveys) and instead provide new methods that instrument learners using only data generated by their actions within the learning context. These techniques will provide a new means for evaluating informal learning in immersive technology settings without need for explicit tagging. The findings from this project will enable a greater understanding of the relationship between a user’s experience and their learning outcomes, which may prove integral in the creation of educational interventions using VR technology.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments. This project is also supported by the Office of Polar Programs.