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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 project Media and Technology
Increasing the diversity of the Science, Technology, Engineering, and Mathematics (STEM) workforce hinges on understanding the impact of the many related, pre-college experiences of the nation’s youth. While formal preparation, such as high school course-taking, has a major influence, research has shown that out-of-school-time activities have a much larger role in shaping the attitudes, identity, and career interests of students, particularly those who are members of groups historically underrepresented in STEM fields (Black, Indigenous, Latinx, and/or Pacific Islander). A wide range of both innovative adult-led (science clubs, internships, museum-going, competitions, summer camps) and personal-choice (hobbies, family talk, games, simulations, social media, online courses) options exist. This project studies the variety and availability such experiences to pre-college students. The project is particularly interested in how community cultural capital is leveraged through informal activities and experiences, drawing upon the “funds of knowledge” that culturally diverse students bring to their STEM experiences (e.g., high aspirations, multilingual facility, building of sustaining social networks, and the capacity to challenge negative stereotyping). This study has the capability to begin to reveal evidence-based measures of the absolute and relative effectiveness of promising informal educational practices, including many developed and disseminated by NSF-funded programs. Understanding the ecology of precollege influencers and the hypotheses on which they are based, along with providing initial measures of the efficacy of multiple pathways attempting to broaden participation of students from underrepresented groups in STEM majors and careers, will aid decision-making that will maximize the strategic impact of federal and local efforts.

The project first collects hypotheses from the wide variety of stakeholders (educators, researchers, and students) about the kinds of experiences that make a difference in increasing students’ STEM identity and career interest. Identifying the descriptive attributes that characterize opportunities across individual programs and validating a multi-part instrument to ascertain student experiences will be carried out through a review of relevant literature, surveying stakeholders using crowdsourced platforms, and through in-depth interviews with 50 providers. A sample of 1,000 students from 2- and 4-year college and universities, drawn from minority-serving institutions, such as Historically Black Colleges, Hispanic Serving Institutions, and Tribal Colleges and Universities will serve to establish the validity and reliability of the derived instrument and provide estimates of the availability and frequency of involvement. Psychometric methods and factor analysis will guide us in combining related variables into indices that reflect underlying constructs. Propensity score weighting will be employed for estimating effects when exposure to certain OST activities is confounded with other factors (e.g., parental education, SES). Path models and structural equation models (SEM) will be employed to build models that use causal or time related variables, for instance, students’ career interests at different times in their pre-college experience. The study goes beyond evaluation of individual experiences in addressing important questions that will help policy makers, educators, parents, and students understand which OST opportunities serve the diverse values and goals of members of underrepresented groups, boosting their likelihood of pursuing STEM careers. This project is co-funded by the Advancing Informal STEM Learning (AISL) and EHR CORE Research (ECR) programs.
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TEAM MEMBERS: Philip Sadler Remy Dou Monique Ross Susan Sunbury Gerhard Sonnert
resource project Informal/Formal Connections
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 Lyons Rhondda Thomas Corliss Outley
resource research Media and Technology
This short (approximately 2-3 hours), self-paced non-credit learning module is designed for those new to conducting research in communities impacted by energy development. You will learn about the concept of “research fatigue” and become more prepared for fieldwork by learning what to expect when you visit energy-impacted communities. Access is free for students, researchers and those living in or serving communities impacted by energy development. Participants who complete the online course can a digital badge called Understanding Research Fatigue. Earners of this certification will
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TEAM MEMBERS: Suzi Taylor Julia Hobson Haggerty Kristin Smith Ruchie Pathak
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 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
This commentary introduces a preliminary conceptual framework for approaching putative effects of scholarly online systems on collaboration inside and outside of academia. The first part outlines a typology of scholarly online systems (SOS), i.e., the triad of specialised portals, specialised information services and scholarly online networks which is developed on the basis of nine German examples. In its second part, the commentary argues that we know little about collaborative scholarly community building by means of SOS. The commentary closes with some remarks on further research questions
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TEAM MEMBERS: Dirk Hommrich
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
resource project Media and Technology
Developing and maintaining a diverse, innovative workforce in the fields of science, technology, engineering and math (known as STEM) is critical to American competitiveness in the world, but national surveys report a current and future shortage of highly qualified STEM professionals in the US. One problem creating this shortage is that more than half of all college students who declare a major in STEM fields drop out or change their majors in the first two years of their post-secondary education. This problem is particularly acute for first generation college students. If we could increase the STEM degree completion rate by just 25%, we would make up 75% of the additional workforce needed over the next decade.

Our project aims to increase the STEM persistence of first generation college students and focuses on rural students in West Virginia. Project partners including scientists from National Labs, college faculty, local school system staff, informal educators, State Department of Education officials, and West Virginia college students will collaborate to develop summer and academic year activities that support young undergraduates majoring in STEM. Activities that we will pilot include early opportunities to do science research, academic year courses that develop science, math and communication skills, and the formation of Hometown STEM Ambassadors; undergraduate STEM students that encourage younger students back in their hometown schools. We will study the impact of these activities on students' persistence in STEM majors.

Our Project is called FIRST TWO: Improving STEM Persistence in the First Two Years of College (FIRST TWO).

Technical Details:

During the Development Launch Project, partners will create and pilot components of two courses that will confer college credit to students in two and four year schools. Each course will have as its center piece a research and development internship. By the end of the Project Development Pilot, FIRST TWO course modules will be integrated into courses the State, and be transferable between community colleges and four-year schools.

An innovative component of FIRST TWO is the creation of Hometown STEM ambassadors--students who participate in both courses will be prepared to mentor their peers, and also conduct outreach in their home school districts. They will make presentations to hometown K-12 students, and will discuss STEM college readiness issues with local education leaders. We believe reconnecting post-secondary students with their home communities and providing place-based relevance to their STEM education will have a positive impact on their persistence, as well as the added benefit of encouraging K-12 students to envision themselves as future STEM professionals.

FIRST TWO will:

- integrate early experience in STEM internships, online communities of practice and STEM skills development into a discovery-based "principles of research and development" college seminar for first year students;

- sustain engagement through a second service learning course, called STEM Leadership that will develop communication and mentoring skills and produce peer mentors who will mentor younger students, join in the efforts to change the STEM education experience at their schools, and conduct outreach in their hometown communities during the students? second year and third years.

- secure state-wide adoption and transferability of these courses, or course materials, and ultimately scale the program across the Appalachian region and to other states with large rural student populations.

- collaborate with National Labs to determine the feasibility of a National STEM Persistence Alliance partnering National Lab internship programs with 2 and 4-year schools who serve FGC students.

Finally, there are many studies that inquire into the factors that correlate with post-secondary retention in general, and with STEM attrition specifically but few that focus on rural students. FIRST TWO will fully articulate a rigorous educational research project aimed at advancing understanding of the factors affecting rural students' entry into and persistence in STEM career pathways. This research will study the impact FIRST TWO program components make on rural FGC students' persistence in STEM majors. Instruments will be developed and validated that test the components proposed in FIRST TWO interventions. As we scale the program to a larger Alliance, so will the research study scale, providing a unique opportunity to inform the education community about the rural students' experience.
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TEAM MEMBERS: Sue Heatherly Karen ONeil Erica Harvey