This project will apply a mixed-methods approach to assess how sociotechnical networks can be leveraged to increase knowledge and awareness of environmental and industrial hazards and to build community adaptive capacity equitably among diverse residents of the Coastal Bend Region of Texas.
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TEAM MEMBERS:
Michelle HummelKarabi BezboruahKathryn MastenYonghe LiuOswald Jenewein
This project engages pre-college Latinx, Black, and Indigenous learners, educators, and collaborating undergraduates in an international, project-based learning and media-making community in areas of science, technology, engineering, and mathematics (STEM). The project addresses key challenges including broadening participation in informal STEM learning, developing capacity for leading informal STEM programs, and building stronger connections between STEM learning and personal and social identity formation during adolescence. The project’s community of participants is an asset-based learning environment that treats each participant, their background, skills, and interests as uniquely beneficial to the whole. Led by mentors at each hub (teachers, leaders from science organizations, or other out-of-school learning environments), participants collaborate with peers from the US and from other countries. The collaborations encompass a broad spectrum of STEM projects. Participants also create digital media to communicate their projects. The project activities reflect a focus on STEM content, collaboration, and communication, in a global context that includes school-age learners from the US and peers from Central and South America, the Middle East, Asia, and Sub-Sahara. The combination of the sophisticated STEM competencies skills for collaborating across international and cultural boundaries, and media-savvy communication abilities are essential to the nation’s future STEM workforce and to building a scientifically vibrant citizenry.
The project addresses two primary research questions co-developed with teachers and other informal science providers. The first research question involves understanding and optimizing conditions for broadening participation through this type of distributed or virtual collaboration across boundaries of culture, race, gender, ability, nationality, and socioeconomic status. The project features a design experiment by which the overall community of participants comprises four separate hubs, each hosted by the different project partners (primarily teachers). Educators devise, test, and revise alternative designs for organizing STEM collaborations. Publication of these teacher-led designs and their evaluation are among the primary outputs of the project. The designs modify and improve a template developed under this project’s proof-of-concept precursor (NSF1612824). The second research question addresses how growth in STEM abilities, collaboration, and communication mutually reinforce adolescent personal and social identity formation. Participating students in the US will intentionally reflect heterogeneous backgrounds. The project analysis will focus on whether cultural and national cross-boundary collaboration can strengthen the development of learners' personal identity and academic performance. The project methodology relies heavily on quantitative ethnography and epistemic network analysis. This approach enables the creation of visual models that highlight the presence or absence of connections between constructs relevant to each research question, along with changes between and within groups. The constructs include variations of autonomy, competence, and connection (pillars of self-determination theory) in tracing identity formation and STEM abilities. The quantitative ethnography approach provides statistically reliable scaffolding and insights about the hub designs and their efficacy in promoting goals of broadening participation and fostering mutually reinforcing STEM competencies and identity formation. This type of virtual collaboration, crossing boundaries of culture, nationality, ethnicity, age, gender, economic strata, or ability, can realistically be expected to play a significant role in next-generation learning environments, especially through out-of-school activities. The project is expected to reach 120 U.S. and 80 non-U.S. students annually. Research findings, design principles and curricula will be widely disseminated to researchers, designers, program developers, informal science institutions and community organizations.
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TEAM MEMBERS:
Eric HamiltonNastassia JonesDanielle EspinoSeung Lee
This Innovations in Development project explores radical healing as an approach to create after-school STEM programming that welcomes, values and supports African American youth to form positive STEM identities. Radical healing is a strength-based, asset centered approach that incorporates culture, identity, civic action, and collective healing to build the capacity of young people to apply academic knowledge for the good of their communities. The project uses a newly developed graphic novel as a model of what it looks like to engage in the radical healing process and use STEM technology for social justice. This graphic novel, When Spiderwebs Unite, tells the true story of an African American community who used STEM technology to advocate for clean air and water for their community. Youth are supported to consider their own experiences and emotions in their sociopolitical contexts, realize they are not alone, and collaborate with their community members to take critical action towards social change through STEM. The STEM Club activities include mentoring by African American undergraduate students, story writing, conducting justice-oriented environmental sciences investigations, and applying the results of their investigations to propose and implement community action plans. These activities aim to build youth’s capacity to resist oppression and leverage the power of STEM technology for their benefit and that of their communities.
Clemson University, in partnership with the Urban League of the Upstate, engages 100 predominantly African American middle school students and 32 African American undergraduate students in healing justice work, across two youth-serving, community-based organizations at three sites. These young people assume a leadership role in developing this project’s graphic novel and curriculum for a yearlong, after-school STEM Club, both constructed upon the essential components of radical healing. This project uses a qual→quant parallel research design to investigate how the development and use of a graphic novel could be used as a healing justice tool, and how various components of radical healing (critical consciousness, cultural authenticity, self knowledge, radical hope, emotional and social support, and strength and resilience) affect African American youths’ STEM identity development. Researchers scrutinize interviews, field observations, and project documents to address their investigation and utilize statistical analyses of survey data to inform and triangulate the qualitative data findings. Thus, qualitative and quantitative data are used to challenge dominant narratives regarding African American youth’s STEM achievements and trajectories. The project advances discovery and understanding of radical healing as an approach to explicitly value African Americans’ cultures, identities, histories, and voices within informal STEM programming.
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TEAM MEMBERS:
Renee LyonsRhondda ThomasCorliss Outley
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.