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resource evaluation Exhibitions
This paper presents synthesized research on where XR is most effective within a museum setting and what impact XR might have on the visitor experience.
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TEAM MEMBERS: Madeleine Pope Kate Haley Goldman William Swartout Dr. Emily Lindsey Dr. Benjamin Nye Dr. Gale Sinatra
resource evaluation Exhibitions
The Northwest Passage Project explored the changing Arctic through an innovative expedition aboard the Swedish Icebreaker Oden to conduct groundbreaking ocean science research, while it actively engaged 22 undergraduate and graduate students from the project’s five Minority Serving Institution (MSI) partners and 2 early career Inuit researchers in the research at sea. Over 35 hours of training in Arctic research techniques, polar science, and science communication was provided to these participants, who were engaged in the Northwest Passage expedition and worked with the onboard science team
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TEAM MEMBERS: Gail Scowcroft Jeff Hayward
resource research Media and Technology
This poster was presented at the 2021 NSF AISL Awardee Meeting. The project's goals are to: Develop systems thinking skills in youth Increase understanding of sustainable agricultural systems Raise awareness of STEM careers related to agricultural systems Leverage scientific research models and data for educational video games Use the Corn-Water-Ethanol-Beef System as a model for interconnected Food, Energy, Water Systems (FEWS)
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TEAM MEMBERS: Deepak Keshwani
resource project Exhibitions
This award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).

The Accessible Oceans study will design auditory displays that support learning and understanding of ocean data in informal learning environments like museums, science centers, and aquariums. Most data presentations in these spaces use visual display techniques such as graphs, charts, and computer-generated visualizations, resulting in inequitable access for learners with vision impairment or other print-related disabilities. While music, sound effects, and environmental sounds are sometimes used, these audio methods are inadequate for conveying quantitative information. The project will use sonification (turning data into sound) to convey meaningful aspects of ocean science data to increase access to ocean data and ocean literacy. The project will advance knowledge on the design of auditory displays for all learners, with and without disabilities, as well as advance the use of technology for STEM formal and informal education. The study will include 425 participants but will reach tens of thousands through the development of education materials, public reporting, and social media. The study will partner with the Smithsonian National Museum of Natural History, Woods Hole Oceanographic Institution Ocean Discovery Center, the Georgia Aquarium, the Eugene Science Center, the Atlanta Center for the Visually Impaired, and Perkins School for the Blind.

The project will leverage existing educational ocean datasets from the NSF-funded Ocean Observatories Initiative to produce and evaluate the feasibility of using integrated auditory displays to communicate tiered learning objectives of oceanographic principles. Integrated auditory displays will each be comprised of a data sonification and a context-setting audio introduction that will help to make sure all users start with the same basic information about the phenomenon. The displays will be developed through a user-centered design process that will engage ocean science experts, visually impaired students and adults (and their teachers), and design-oriented undergraduate and graduate students. The project will support advocacy skills for inclusive design and will provide valuable training opportunities for graduate and undergraduate students in human-centered design and accessibility. The project will have foundational utility in auditory display, STEM education, human-computer interaction, and other disciplines, contributing new strategies for representing quantitative information that can be applied across STEM disciplines that use similar visual data displays. The project will generate publicly accessible resources to advance studies of inclusive approaches on motivating learners with and without disabilities to learn more about and consider careers in STEM.

This Pilots and Feasibility Studies project is supported by the 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.
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TEAM MEMBERS: Amy Bower Carrie Bruce Jon Bellona
resource project Informal/Formal Connections
This Innovations in Development project aims to foster the development of STEM identity among a diverse group of middle school students and, in turn, motivate them to pursue in STEM interests and careers. Vegas STEM Lab, led by a team of investigators from the University of Nevada, Las Vegas, will employ a mix of online and on-site activities to introduce students to engineering methods in the context of the entertainment and hospitality (E&H) industry that is the lifeblood of Las Vegas. Investigators will collaborate with local resorts, multimedia designers, and arts institutions to offer field experiences for students to interview, interact with, and learn from local experts. The Lab will help youth overcome prevailing beliefs of STEM as boring and difficult, boost their confidence as STEM-capable individuals, and expose them to the exciting STEM careers available in their hometown. UNLV engineering undergrads will serve as near-peer mentors to the middle school students, guiding them through Lab activities and acting as role models. Investigators will measure student learning and engagement over the course of the Vegas STEM Lab experience with the aim of understanding how the Lab model—with its rich set of activities and interpersonal interactions set in the local E&H industry—can cultivate STEM identity development and encourage students to pursue STEM pathways. Despite the project’s hyperlocal focus on the Las Vegas community, if successful, other cities and towns may learn from and adapt the Lab model for use in their youth development programs.

Vegas STEM Lab will provide online materials for students’ STEM learning during the academic year followed by on-site visits and hands-on project development during a three-week summer experience. The Lab will run for three years with cohorts of 40 students each (N=120) with the aim of iteratively improving its activities and outcomes from year to year. The local school district will help recruit middle school students who have demonstrated low interest in STEM to participate in the Lab, ensuring that participants reflect the demographic makeup of the Las Vegas community in terms of race and ethnicity, socio-economic status, and gender. Summer activities will take students behind the scenes of the city’s major E&H venues; investigate the workings of large-scale displays, light shows, and “smart hospitality” systems; and then build their own smaller scale engineering projects. Investigators will employ the Dynamic Systems Model of Role Identity (DSMRI) framework to study how intentionally designed Lab experiences shape students’ understanding of themselves, their future aspirations, and their grasp of the scientific enterprise. Summer activities will be integrated into the online learning platform at the end of each year of Vegas STEM Lab, and in the final year of the project, workshops will train local educators to use the platform in either formal or informal learning settings. Materials and research findings produced through this work will be disseminated to middle school teachers and afterschool care providers, and shared with researchers through academic publications and conferences.

This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS: Emma Regentova Venkatesan Muthukumar Jonathan Hilpert Si Jung Kim
resource project Media and Technology
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.
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TEAM MEMBERS: Casey Lynch David Feil-Seifer
resource project Informal/Formal Connections
Mentoring is a widely accepted strategy for helping youth see how their interests and abilities fit with education and career pathways; however, more research is needed to better understand how different approaches to mentoring impact youth participants. Near-peer mentoring can be a particularly impactful approach, particularly when youth can identify with their mentors. This project investigates three approaches to near-peer mentoring of high-school-aged Hispanic youth by Hispanic undergraduate mathematics majors. Mentoring approaches include undergraduates' visits to high school classrooms, mathematics social media, and a summer math research camp. These three components of the intervention are aimed at facilitating enjoyment of advanced mathematics through dynamic, experiential learning and helping high school aged youth to align themselves with other doers of mathematics on the academic stage just beyond them, i.e., college.

Using a Design-Based Research approach that involves mixed methods, the research investigates how the three different near-peer mentoring approaches impact youth participants' attitudes and interests related to studying mathematics and pursuing a career in mathematics, the youth's sense of whether they themselves are doers of mathematics, and the youth's academic progress in mathematics. The project design and research study focus on the development of mathematical identity, where a mathematics identity encompasses a person's self-understanding of himself or herself in the context of doing mathematics, and is grounded in Anderson (2007)'s four faces of identity: Engage, Imagine, Achieve, and Nature. The study findings have the potential to uncover associations between informal interactions involving the near-peer groups of high school aged youth and undergraduates seen to impact attitudes, achievement, course selection choices, and identities relative to mathematics. It also responds to an important gap in current understandings regarding effective communication of mathematics through social media outlets, and results will describe the value of in-person mathematical interactions as well as online interactions through social media. The study will result in a model for using informal near-peer mentoring and social media applications for attracting young people to study and pursue careers in STEM. This project will also result in a body of scripted MathShow presentations and materials and Math Social Media content that will be publicly available to audiences internationally via YouTube and Instagram.

This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.

This 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: Aaron Wilson Sergey Grigorian Xiaohui Wang Mayra Ortiz
resource research Media and Technology
The purpose of this study is to develop an instrument to assess civic scientific literacy measurement (SLiM), based on media coverage. A total of 50 multiple-choice items were developed based on the most common scientific terms appearing in media within Taiwan. These questions covered the subjects of biology (45.26%, 22 items), earth science (37.90%, 19 items), physics (11.58%, 6 items) and chemistry (5.26%, 3 items). A total of 1034 students from three distinct groups (7th graders, 10th graders, and undergraduates) were invited to participate in this study. The reliability of this instrument
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TEAM MEMBERS: Carl-Johan Rundgren Shu-Nu Chang Rundgren Yuen-Hsien Tseng Pei-Ling Lin Chun-Yen Chang
resource research Media and Technology
The National Academy of Sciences’ LabX program came into existence in 2017 with a directive to develop programming meant to engage with a young-adult (18-37 years old) target audience who are active decision-makers and whose actions impact current and future policies. While conducting preliminary research, the LabX staff and advisory board discovered that available research on young adults’ relationship with science was sadly lacking in detail, beyond obvious conclusions about high levels of interest in technology and social experiences. To fill these knowledge gaps, gain a deeper
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TEAM MEMBERS: Geoff Hunt
resource research Media and Technology
The aim of this paper is to analyze the impact of Comics & Science workshops where forty-one teenagers (designated Trainee Science Comic Authors [TSCAs]) are asked to create a one-page comic strip based on a scientific presentation given by a PhD student. Instrumental genesis is chosen as the conceptual framework to characterize the interplay between the specific characteristics of a comic and the pieces of scientific knowledge to be translated. Six workshops were conducted and analyzed. The results show that the TSCAs followed the codes that are specific to the comic strip medium and took
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TEAM MEMBERS: Cecile de Hosson Laurence Bordenave Pierre-Laurent Daures Nicolas Decamp Christophe Hache Julie Horoks Nassima Guediri Eirini Matalliotaki
resource research Media and Technology
Information visualization could be used to leverage the credibility of displayed scientific data. However, little was known about how display characteristics interact with individuals' predispositions to affect perception of data credibility. Using an experiment with 517 participants, we tested perceptions of data credibility by manipulating data visualizations related to the issue of nuclear fuel cycle based on three characteristics: graph format, graph interactivity, and source attribution. Results showed that viewers tend to rely on preexisting levels of trust and peripheral cues, such as
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TEAM MEMBERS: Nan Li Dominique Brossard Dietram Scheufele Paul Wilson Kathleen Rose
resource research Media and Technology
The characteristics of interaction and dialogue implicit in the Web 2.0 have given rise to a new scenario in the relationship between science and society. The aim of this paper is the development of an evaluation tool scientifically validated by the Delphi method that permits the study of Internet usage and its effectiveness for encouraging public engagement in the scientific process. Thirty four indicators have been identified, structured into 6 interrelated criteria conceived for compiling data that help to explain the role of the Internet in favouring public engagement in science.
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TEAM MEMBERS: Lourdes Lopez Maria Dolores Olvera-Lobo