Science is a process of inquiry that involves question asking, experimentation, and exploration. However, for youth, it is often presented as settled, a fixed collection of facts, principles, and theories that can seem sterile and unimaginative. This project is designed to combat that idea. This Research in Service to Practice project brings scientists, middle school youth and choreographers together to explore unsettled scientific phenomena from a complex systems perspective using choreography and agent-based modeling (ABM), to engage all participants in cutting edge scientific inquiry. Given the ubiquity of complex systems, being able to adopt a complex systems perspective is critical to understanding the world and our relationship to it. However, research has shown that this can be a challenge, specifically for youth. While most complex systems research has not focused on the role of the body, recent studies have shown the promise and potential of embodiment as its own form of reasoning about complex systems. Thus, this project will create exploratory science spaces foregrounding embodiment in the process of scientific discovery. The program has two phases: (1) a 20-hour training workshop where scientists and choreographers engage in interdisciplinary collaborative design work, and (2) a 60-hour summer program where the researcher-practitioner partnership involving scientists, choreographers and youth engages in agent- based & embodied choreographic scientific modeling. The summer program takes place in community-based centers in Gainesville, FL and Boston, MA broadening perceptions of what science research looks like and can be. Each site will host 20 youth, two local scientists, and a local choreographer. Participants will engage in embodied collaborative inquiry, brainstorming and modeling to create choreographic representations and culminate in a public event for the community. The project aims to understand the experiences of and shifts in youth and scientists as they engage in these activities and to understand how to design such a model for informal learning. The project will also help scientists apply a complex systems lens to their own work and settled perspectives. 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.
Using a design-based research (DBR) approach, the project will develop and expand embodied and agent-based learning theories, while also piloting, analyzing, and refining collaborative models for science learning in informal spaces. The research questions are: 1. How does engaging in the process of creating embodied and agent-based models of complex systems contribute to new ways of understanding science, de-settle ideas about the process of how science gets “made”, and impact understanding of the role of the body in making science? and 2. How can arrangements of bodies and modeling tools work together to support understanding of complex systems? The research and design are informed by three main theoretical principles: (a) science is “dance of agency”, a process of inquiry that through iterative dialogic interaction with tools, technology, and humans, produces understandings that more and more closely explain natural phenomena; (b) embodied-interactionist theories of learning allow us to understand representational sense-making by looking closely at the processes by which representations are made, not just at representational end- products; and (c) creative embodiment and agent based modeling are valuable tools for sense-making around complex science ideas and emergent phenomena. Two cycles of design, implementation, and analysis across two different informal learning sites will be conducted. Data will be collected at both sites, resulting in four implementation and data collection periods. Each round of implementation will be staggered so that reflections and lessons from an implementation can inform the next design iteration. This project will provide insights on the relationship between choreography and ABM as tools for scientific sense-making and expand ABM to consider the role of movement and bodies more broadly in physical space. It will also contribute to an understanding of how underrepresented youth’s perceptions and conceptions of science can be shaped through embodied science activities, and of the relationships these youth see between their own bodies and identities, science, and the creative arts. Finally, by involving individuals from underrepresented communities as researchers, designers, scientists, evaluators, and advisors, this project expands cross-cultural and training opportunities within the field of education and STEM research.
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TEAM MEMBERS:
Dionne ChampionAditi WaghLauren Vogelstein
Families play a vital role in supporting children’s informal science learning. Yet multiple studies have shown that Latinx families, particularly in neighborhoods with a high poverty rate, face many barriers to accessing informal science experiences and environments. Telenovelas, a type of television serial drama watched by Spanish-speaking audiences around the world, may provide an entryway to reaching these families. Prior research has shown that telenovelas can be an effective means of changing adults’ behavior, with potential cascading impacts on children. Education Development Center, Literacy Partners, and Univision will use a culturally responsive approach to broaden participation of Latinx families in informal science learning using La Fuerza de Creer, a popular Spanish-language telenovela that reaches 7 million U.S. viewers. The five-episode telenovela series will model positive informal science interactions between caregivers and their children and provide positive role models of Latinx scientists. The project team will then use the telenovela as the foundation for a five-session workshop series for caregivers to further explore how to engage in these informal science learning opportunities with their children. The La Fuerza-STEM project will build on families’ strengths and interests and tap their power—la fuerza—to engage children in exploring science. This research will examine the relationship between the telenovela/workshops and caregivers’ practices and attitudes towards science. La Fuerza-STEM seeks to expand informal science learning using a culturally grounded strategy to engage an under-served population that is historically under-represented in STEM.
The project will use an iterative research and design process that is guided by the input of both parent and scientific advisory boards. Front-end formative research with approximately 30 Latinx caregivers from under-resourced communities will explore their informal science practices. These experiences will then inform script development for the telenovela. A pre-post comparison group study with 200 caregivers will investigate how caregivers’ attitudes toward science might change as a result of viewing the telenovela. The project will then build a 5-session workshop series around the telenovela and these research findings. Finally, 300 caregivers will participate in a randomized controlled trial to examine the efficacy of the La Fuerza-STEM workshops on changing caregivers’ informal science attitudes and practices. Throughout, the project will address the overarching research question, How can a culturally relevant telenovela be used to improve Latinx caregivers’ science self-efficacy, career awareness, and informal science practices? Project findings and products will be publicly disseminated through publications, conference presentations, and local partner organizations, with an eye toward open access and data sharing. The project will generate knowledge about the effectiveness of embedding informal science content in a culturally-grounded medium—the telenovela—in improving caregivers’ confidence and competence to engage in informal science learning experiences with their children. With an anticipated audience of 7 million, the potential impact of the telenovela on caregivers’ informal science attitudes and practices is enormous. By implementing workshops with local organizations, the project aims to be self-sustaining, building the capacity of community partners to provide families with services targeting informal science knowledge and skills long after the grant has ended.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Joy KennedyJessica YoungAlexia RaynalAnthony Tassi
Creating science education that can contribute to cultivating just, culturally thriving, and sustainable worlds is an important issue of our time. Indigenous peoples have persistently been under-represented in science reproducing inequalities in a myriad of ways from educational attainment, participation in and contributing to innovations in foundational knowledge, to effective policy making that upholds and respects Indigenous sovereignty. The development of models of science education that attend to intersections of knowledge and development, socio-scientific decision-making and civic leadership, and the complexities and contradictions of these realities, is imperative. This five-year Innovations in Development project broadens participation and strengthens infrastructure and capacity for Indigenous learners to meet, adapt to, and lead change in relation to the socio-ecological challenges of the 21st century. The project engages multi-sited community-based design studies to develop and research the impacts of Indigenous informal field-based science education with three Indigenous leadership communities from the Pacific Northwest and the Great Lakes. This project will have broader impacts through model development, building infrastructure to transform the capacity of informal field-based science education, and will produce cutting edge foundational knowledge about pressing 21st century issues with a particular focus on Indigenous communities. The project increases Indigenous participation in research through 1) engagement of Indigenous community members as research assistants, 2) training of Indigenous graduate fellows, and post-doctoral fellows, and 3) supporting the careers of more junior Indigenous scholars.
This research seeks to identify key design features of an Indigenous field (land/water) based model of science education and to understand how learners’ and educators’ reasoning, deliberation, decision-making, and leadership about complex socio-ecological systems and community change evolve in such learning environments. The project also examines key aspects of co-design and partnership with Tribal communities and how these methods of co-production of new science enable new capacities for systems transformation. This multi-layered project is organized through 3 panels of studies including: Panel 1) community-based design experiments to develop and refine a model of Indigenous informal science education; Panel 2) co-design and implementation of professional learning programs for Indigenous informal science education; and Panel 3) foundational studies in cognition and learning with respect to socio-ecological systems thinking and the impact on learning and instructional practices. Of particular importance in this research is the rigorous development and articulation of effective pedagogical practices and orientations. More broadly, findings will have clear implications for theories of cognitive development, deliberation and environmental decision making and especially those pertaining to how knowledge is shaped by culture and experience.
This project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Filiberto Barajas-LopezAnna LeesMegan BangAnna LeesFiliberto Barajas-Lopez
resourceprojectProfessional Development, Conferences, and Networks
Among scientists, science communication is an increasingly important area of practice, scholarship, and research, especially with early career scientists. The growing interest in combating widespread disinformation and inaccurate public perception of science has increased demand for training in science communication; however, there is a significant gap in both research and training for scientists from diverse racial and ethnic cultural backgrounds. The project will address this knowledge and research gap by applying intercultural communication theory to the design, development, and testing of a new curriculum that will provide evidence-based methods to make science communication trainings inclusive and intersectional. The curriculum will be designed and evaluated to build capacity among science communication trainers and practitioners. Sixty pre-tenure environmental science faculty of diverse racial and ethnic backgrounds will be trained in strategic science communication skills using cultural perspectives and academic goals in science communication. The project will gather research data in collaboration with the national SciComm Trainers Network. In addition to advancing science communication research, training, and practice, the project will implement a novel, peer-reviewed podcast for broader impact. The project Fellows will be prepared to engage in a wide range of science communication activities throughout their careers and lead related efforts at their home institutions. Following a final workshop to develop culturally responsive guidance for science communication trainers, the project team will share findings to the field to inform future practice and societal impacts from advancing culturally relevant science communication in training programs. 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.
The project will address two significant gaps in science communication and intercultural communication research. First, despite the recognition that more research about race and ethnicity is needed in science communication, few studies have been conducted. Second, while findings on intercultural communication research are consistent across fields, such as health communication and business communication, the research has yet to examine how well-established theories in this area of study apply to the unique norms and processes of science. Investigators will test a novel theoretical framework grounded in two intercultural communication theories: identity negotiation theory and communication accommodation theory. The project will test the extent to which the professional norms and processes of STEM and academia relate to cultural norms and communication styles of underrepresented racial and ethnic minority scientists, and how these factors influence their science communication efforts. The project will use a mixed methods approach including in-depth interviews and surveys. The results of the study will be used to develop and adapt culturally tailored science communication training for 60 pre-tenure environmental science faculty from underrepresented groups. The results of the project will provide evidence to make science communication training and practice more inclusive and effective. The collaboration with the national SciComm Trainers Network will ensure broad dissemination and professional application of project findings. The project will increase representation of racial and ethnic minority scientists as science communicators, including in environmental news coverage; provide a new peer-reviewed podcast series for public audiences that will introduce listeners to environmental research through a culturally responsive lens; provide tested methods for designing inclusive and effective science communication training curricula; and will inform faculty efforts to incorporate science communication activities as part of career advancement.
Black girls display high interest, confidence and ability in STEM but face multiple barriers including racial, ethnic and gender stereotypes, low exposure to STEM role models, low awareness of diverse STEM fields and financial obstacles to STEM education. It is critical to infuse STEM education with specific and intentional culturally responsive and anti-racist strategies to attract and retain Black girls in STEM. Through this combination of media, role modeling and outreach, Black SciGirls will help increase access to STEM education for Black girls, preparing them for future workforce participation. This project will study the impacts on elementary/middle school Black girls’ exposure to early career Black female STEM professionals as role models. Deliverables include 1) professional development for STEM educators and Black STEM professional women to prepare them to lead STEM programs for girls 2) a PBS series of role model videos of early-career Black STEM professionals and 3) a research study that examines how/if in person and media-based STEM role models increase Black girls’ interest and confidence in STEM, motivation to pursue future STEM studies, and STEM identity. While women make up 47% of the U.S. workforce, they are underrepresented in STEM and only 1.6% are Black women.
The research study will examine how educators’ use of role models addresses a critical barrier for Black girls, seeing women in STEM who look like them. The research study questions are: How and in what ways do Black STEM women role models influence Black girls’ interest in STEM? How and to what extent do role models report changes in their confidence and ability to engage girls in STEM as a result of training in best practices in role modelling? and, How and to what extent are parents engaged in supporting girls’ involvement in STEM, as a result of the participation of role models? The research team will visit participating local SciGirls programs to collect qualitative data, including observations of program activities, interviews, and focus groups. To ensure reliable outcomes and utilize robust theoretical underpinnings, the research will combine pre/post survey data and an in-depth cross-case studies employing qualitative and quantitative data collection. This mixed-methods approach will enable gathering data that comprehensively offers insight into Black girls’ STEM experiences and those of the Black STEM professional women role models and parents who support them. Qualitative data that centers girls’, role models’, and parents’ perspectives will contribute to this identity-centered study. A culturally responsive evaluation will determine the extent to which the project builds educators’ ability to integrate equitable and anti-racist practices to build Black girls’ interest and confidence in STEM studies.
This Research in Service to Practice 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.
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TEAM MEMBERS:
Rita KarlAngel Miles NashRonda BullockAdrienne StephensonLataisia Jones
HBCUs are critical to producing a diverse and inclusive workforce as they graduate a disproportionate number of African American future STEM workers and STEM leaders. Although the National Science Foundation is fully committed to diversity and inclusion, there has been little research to determine why Historically Black Colleges and Universities are not fully participating in the NSF STEM educational research opportunities. The project will investigate the challenges, needs and support for Historically Black Colleges and Universities (HBCUs) to succeed in applying for educational research support from the National Science Foundation (NSF). Participants will be recruited from 96 HBCUs that are eligible to apply for such funding and will include the wide range of college and university administration and faculty that are involved in the preparation of research projects and related applications for research funding. The investigation will focus primarily on the Division of Research on Learning in Informal and Formal Settings (DRL) within NSF. The investigation will: 1) determine the submission rate and funding success rate of HBCUs within the DRL funding mechanisms; 2) determine why a greater proportion of HBCUs are not successful in their applications of research or do not apply; and 3) determine what factors, such as institutional support, research expertise, and professional development, could lead to a larger number of research proposals from HBCUs and greater success in obtaining funding. The project has the potential to have significant influence on the national educational and research agenda by providing empirical findings on the best approach to support and encourage HBCU participation in DRL educational research funding programs.
This exploratory research project will investigate what changes and/or supports would contribute to significantly increasing the number of applications and successful grant awards for STEM educational research project proposed by HBCUs. The project has the following research questions: (1) What factors discourage participation of HBCUs in the DRL funding mechanisms and what are the best practices to encourage participation? (2) What approaches have been successful for HBCUs to obtain DRL funding? (3) What dynamic capabilities are necessary for HBCU researchers to successfully submit STEM proposals to NSF? (4) What changes would be helpful to reduce or eliminate any barriers for HBCU applications for DRL educational research funding and what supports, such as professional development, would contribute to greater success in obtaining funding? Participants will be recruited from the 96 eligible HBCUs and will include both individuals from within the administration (e.g., Office Sponsored Programs, Deans, VP, etc.) as well as from within the faculty. The research will collect variety of quantitative and qualitative data designed to support a comprehensive analysis of factors addressing the research questions. The project will develop research findings and recommendations that are relevant to faculty, administrators, and policymakers for improving HBCU participation in research funding opportunities. Results of project research will be widely disseminated to HBCUs and other Minority Serving Institutions (MSIs) through a project website, peer reviewed journals, newsletters, and conference presentations.
This project is funded by the Innovative Technology Experiences for Students and Teachers (ITEST), the Advancing Informal STEM Learning (AISL), and the Discovery Research PreK-12 (DRK-12) programs. These programs which supports projects that build understandings of practices, program elements, contexts and processes contributing to increasing students' and general public knowledge and interest in science, technology, engineering, and mathematics (STEM).
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TEAM MEMBERS:
Cynthia TrawickJohn HaynesTriscia HendricksonTerry Mills
This project investigates long-term human-robot interaction outside of controlled laboratory settings to better understand how the introduction of robots and the development of socially-aware behaviors work to transform the spaces of everyday life, including how spaces are planned and managed, used, and experienced. Focusing on tour-guiding robots in two museums, the research will produce nuanced insights into the challenges and opportunities that arise as social robots are integrated into new spaces to better inform future design, planning, and decision-making. It brings together researchers from human geography, robotics, and art to think beyond disciplinary boundaries about the possible futures of human-robot co-existence, sociality, and collaboration. Broader impacts of the project will include increased accessibility and engagement at two partner museums, interdisciplinary research opportunities for both undergraduate and graduate students, a short video series about the current state of robotic technology to be offered as a free educational resource, and public art exhibitions reflecting on human-robot interactions. This project will be of interest to scholars of Science and Technology Studies, Human Robotics Interaction (HRI), and human geography as well as museum administrators, educators and the general public.
This interdisciplinary project brings together Science and Technology Studies, Human Robotics Interaction (HRI), and human geography to explore the production of social space through emerging forms of HRI. The project broadly asks: How does the deployment of social robots influence the production of social space—including the functions, meanings, practices, and experiences of particular spaces? The project is based on long-term ethnographic observation of the development and deployment of tour-guiding robots in an art museum and an earth science museum. A social roboticist will develop a socially-aware navigation system to add nuance to the robots’ socio-spatial behavior. A digital artist will produce digital representations of the interactions that take place in the museum, using the robot’s own sensor data and other forms of motion capture. A human geographer will conduct interviews with museum visitors and staff as well as ethnographic observation of the tour-guiding robots and of the roboticists as they develop the navigation system. They will produce an ethnographic analysis of the robots’ roles in the organization of the museums, everyday practices of museum staff and visitors, and the differential experiences of the museum space. The intellectual merits of the project consist of contributions at the intersections of STS, robotics, and human geography examining the value of ethnographic research for HRI, the development of socially-aware navigation systems, the value of a socio-spatial analytic for understanding emerging forms of robotics, and the role of robots within evolving digital geographies.
This project is jointly funded by the Science and Technology Studies program in SBE and Advancing Informal STEM Learning (AISL) Program in EHR.
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.
Increasing greater diversity, equity, and inclusion in science not only presents a social justice goal, but is also vital to the financial and social success of the nation. The stereotype of the older white male scientist has obscured the contributions of women and people of color. This project seeks to remedy these perceptions which are barriers to entry into STEM fields. The project will create a large-scale hub for STEM themed video content on YouTube and other social media platforms, featuring 100+ original STEM videos produced by PBS partners. This hub and accompanying research seeks to identify the characteristics of online STEM content that attract (or fail to attract) underrepresented groups, specifically Black and Hispanic communities as well as women of all races. The objectives of this project are to 1) provide a unified online science-themed hub, PBS Terra, on YouTube and other platforms for hosting, sharing, and distributing digital STEM series from diverse producers from across the PBS system; 2) conduct surveys and focus groups to examine and understand the needs and expectations of women, Black and Hispanic communities and their consumption of STEM video content online and 3) test hypotheses about the communicative strategies of STEM videos that feature Black and Hispanic female scientists. Project collaborators include PBS, researchers at the University of Utah and the University of Georgia, and consultants and advisors with expertise in broadening participation and inclusion in STEM.
Little is known about how or why adult Americans seek science content on YouTube, especially the motivations of adults from underrepresented minorities and females. The key research questions in this project are: 1) Why do Black and Hispanic audiences and women of all races seek science video content online? 2) How does showing Black and Hispanic female scientists in science video content on YouTube impact viewers’ identification with and sense of belonging in STEM? 3) How does the use of humor by Black and Hispanic scientists in YouTube science content affect viewers’ perceptions of the communicator and their engagement with STEM content? 4) How does the appearance and manner of dress of Black and Hispanic scientists in YouTube science content affect viewers’ perceptions in the aforementioned areas? A nationally representative baseline survey will be conducted. A probability sample of 2000 respondents will be obtained including oversampling of Black and Hispanic audiences. To complement findings from the survey, focus groups will be conducted in eight different regions of the country to learn why these targeted audiences do or do not seek science content on YouTube and what motivates them to share the content with their social media network. In addition, an experiment embedded in an online survey will test the hypothesis that greater on-screen representation of women and scientists of color will broaden existing perceptions about scientists. The experiment will consist of a 3 (scientist’s race: Black/Hispanic/White) × 2 (science issue: controversial/non-controversial) × 2 (style: casual/professional) between-subjects design. Survey participants will be randomly assigned to the experimental conditions. These factors (science issue and host appearance) can be altered by content producers to better reach and engage the targeted audiences. The project not only investigates theoretical questions at the intersection of STEM stereotypes and race, but findings related to these experimental conditions will offer practical insight into strategies that can be used by science communication practitioners.
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TEAM MEMBERS:
Adam DylewskiSara YeoMichael Cacciatore
This award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).
Research shows that Black girls and women, regardless of their academic achievements and STEM interests, often encounter academic under-preparation, social isolation, exclusion, and race-gender discrimination that negatively impacts their ongoing engagement and retention in STEM. This project will provide innovative, culturally relevant learning environments to middle and high school Black girls to counter these negative trends. Using hands-on coding and robotics activities, project participants will develop positive attitudes toward science, technology, engineering, and mathematics (STEM). The project emphasizes peer-mentoring by providing opportunities for Black female high school (assistant coaches) and Black college students (coaches) to serve as counselors and mentors to participants. Additionally, engineers, scientists, and executives from STEM industries will serve as mentors and share their experiences to broaden participants’ STEM career aspirations. The project is a three-year collaborative effort between the University of California Davis C-STEM Center, the Umoja Community Education Foundation, and the 66 affiliated California community colleges, industry partners, and school districts in California. Over three years, nearly 2,000 females will participate in the project.
Learning environments for Black girls and women led by other Black girls and women are referred to as “counterspaces” where they are free to engage in STEM in ways that value their identities while promoting STEM engagement, interests, and career aspirations. The project’s curriculum will follow a research-based, culturally relevant multi-tiered mentoring approach. The curriculum is designed to develop participants’ STEM content knowledge, critical thinking, and logical reasoning capabilities through meaningful connections to real-life applications using hands-on coding and robotics. A mixed-method longitudinal study will examine the impact on participants’ STEM outcomes, emphasizing contributing new knowledge on the viability of multi-tiered, culturally relevant mentoring for increasing equity in informal STEM learning (ISL). The program's effectiveness will be evaluated using longitudinal assessments of mathematics standards, computer science and robotics conceptual knowledge, logical and critical thinking skills, STEM school achievements, interests and attitudes toward STEM subjects, advanced STEM course-taking, involvement in other ISL opportunities, and leadership in STEM in one’s school/university and community. The project will test a locally based informal learning model with projects hosted by other K-12 and college partners.
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.
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.
The AI behind Virtual Humans Exhibit aims to communicate to the public about the capabilities and impact of artificial intelligence (AI) through AI technologies used in Virtual Humans including facial recognition and natural language processing. AI has and will continue to profoundly impact society in the United States and around the globe. It is important to prepare the nation’s youth and the future workforce with fundamental knowledge of AI. Informal settings, such as museums, offer open and flexible opportunities in helping youth and the general public learn about AI. Virtual Humans provide an ideal vehicle to illustrate many fields of AI, as AI is arguably the science of building intelligence that thinks and acts like humans. Led by a multidisciplinary team of researchers with expertise in AI, learning design, and assessment from the Institute for Creative Technologies at University of Southern California and the Lawrence Hall of Science at University of California, Berkeley, this project will develop a Virtual Human exhibit to engage visitors through structured conversations with a Virtual Human, while showcasing how AI drives the Virtual Human’s behavior behind the scenes. The exhibit will include collaborative learning experiences for visitors such as parent-child, siblings and peers to explore what AI is and is not, what AI is and is not capable of, and what impact it will have on their lives.
The project will investigate three research questions: (1) How can a museum exhibit be designed to engage visitor dyads in collaborative learning about AI? (2) How can complex AI concepts underlying the Virtual Human be communicated in a way that is understandable by the general public? And (3) How does and to what extent the Virtual Human exhibit increase knowledge and reduce misconceptions about AI?
The project leverages existing conversational Virtual Human technology developed through decades of collaborative research in AI, including machine vision, natural language processing, automated reasoning, character animation, and machine learning. Set in the informal setting of a museum, the exhibit will be designed following evidence-based research in Computer Supported Collaborative Learning. The project team will use a mixed methods design, drawing on design-based research methodologies and experimental studies. The research team will conduct analysis of visitor observations and interviews for iterative formative improvement. Randomized experimental studies will be conducted in both lab and naturalistic environments to gauge visitor knowledge about AI. Quasi-experimental analyses will be performed to study the relationship between engagement with exhibit features and AI knowledge. The project will produce an interactive exhibit with a Virtual Human installed at the Lawrence Hall of Science and other participating museums, and instruments to measure AI learning. The project will also produce a website where visitors can experience parts of the exhibit online and continue more in-depth learning about AI and the Virtual Human technology. The project holds the potential for producing theoretical and practical advances in helping the general public develop an understanding of AI capability and ethics, advancing knowledge in the process through which young learners develop knowledge about AI, and formulating design principles for creating collaborative learning experiences in informal settings. The results will be disseminated through conference presentations, scholarly publications, and social media. The Virtual Human exhibit will be designed for dissemination and made available for installations at informal science education communities.
The popularity of the anti-vax movement in the United States and elsewhere is the cause of new lethal epidemics of diseases that are fully preventable by modern medicine [Benecke and DeYoung, 2019]. Creationism creeps into science classrooms with the aim of undermining the teaching of evolution through legal obligations or school boards’ decisions to present both sides of a debate largely foreign to the scientific community [Taylor, 2017]. And one simply has to turn on the TV and watch so-called science channels to be bombarded with aliens, ghosts, cryptids and miracles as though they are