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resource research Informal/Formal Connections
In this paper we investigate how people become engaged with open data, what their motivations are, and the barriers and facilitators program participants perceive with regard to using open data effectively.
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TEAM MEMBERS: Jack Shanley Camillia Matuk Oded Nov Graham Dove
resource evaluation Informal/Formal Connections
This summary brief captures highlights from the second year of the NSF-funded WaterMarks project. The technical evaluation report for this same project period can be found on the main project page. The purpose of this document is to communicate key updates (as observed by the evaluation team) in a less technical way with the many different audiences who have an interest in keeping up with WaterMarks.
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TEAM MEMBERS: Donnelley (Dolly) Hayde Laura Weiss Justin Reeves Meyer
resource evaluation Informal/Formal Connections
This is the evaluation report for the second year of the NSF-funded WaterMarks project. It reflects a current summary of available evidence about the intended outcomes of program activities to date, as well as commentary on how the project is using (or could use) this information moving forward.
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TEAM MEMBERS: Donnelley (Dolly) Hayde Laura Weiss Justin Reeves Meyer
resource evaluation Exhibitions
This study collected data from seven planetarium email lists (one per planetarium regional organization in the United States), as well as online survey panel data from residents in each area, to describe and compare those who do and do not visit planetariums.
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TEAM MEMBERS: Karen Peterman Keshia Martin Jane Robertson Evia Sally Brummel Holly L. Menninger
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 research Professional Development, Conferences, and Networks
This Informal Learning Review article briefly recounts the activities of Center for Advancement of Informal Science Education's (CAISE) over three award periods, from 2007 through 2022. It includes links to key CAISE resources and event documentation. CAISE sunsetted its activities in early 2022 and passed the baton of leadership of the National Science Foundation (NSF) Advancing Informal STEM Learning (AISL) program resource center to REVISE- the Reimagining Equity and Values in Informal STEM Education center.
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TEAM MEMBERS: James Bell David Ucko
resource evaluation Public Programs
Overview In 2021, we worked with the Smithsonian Institution’s American Women’s History Initiative (AWHI) to design and implement a baseline study that would measure the long-term impacts of the Because of Her Story (BOHS) internship program on participants. The program is a cross-Smithsonian initiative that matches interns with museum projects meant to amplify women's stories to tell a more complete American history, reach a diverse audience, and empower and inspire people from all walks of life. Together, we articulated clear and measurable mid- and long-term outcomes for internship
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TEAM MEMBERS: Katie Chandler Hannah Heller Claire Lucas
resource evaluation Informal/Formal Connections
This summary brief captures highlights from the evaluation report for the first year of the NSF-funded WaterMarks project (also available on this page). The purpose of this document is to communicate key updates from evaluation in a less technical way with the many different audiences who have an interest in keeping up with WaterMarks.
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TEAM MEMBERS: Donnelley (Dolly) Hayde Laura Weiss Justin Reeves Meyer
resource evaluation Informal/Formal Connections
This is the evaluation report for the first year of the NSF-funded WaterMarks project. It reflects an initial summary of available evidence about the intended outcomes of program activities to date, as well as commentary on how the project is using (or could use) this information moving forward. This report contains descriptions of embedded measures (i.e. anonymized drawings and reflections captured on a thematic postcard) included in community walks and analyses of secondary data (i.e., interviews conducted by other members of hte project team), as well as reflections emerging from the
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TEAM MEMBERS: Donnelley (Dolly) Hayde Laura Weiss Justin Reeves Meyer
resource research Informal/Formal Connections
Presentation slides and narration for the NARST 2022 Annual Conference. In this presentation we summarize findings from our interviewed with undergraduate STEM majors who identify as Latine, homing in on the ways in which they characterize "STEM" and "STEM people" and their descriptions of K-12 experiences that contributed to their characterizations of these concepts.
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TEAM MEMBERS: Remy Dou Heidi Cian
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 Exhibitions
Recent studies have advocated for a shift toward educational practices that involve learners in actively contributing to science, technology, engineering, and mathematics (STEM) as a shared and public endeavor, rather than limiting their involvement to the construction of previously established knowledge. Prioritizing learners’ agency in deciding what is worth knowing and how learning takes place may create more equitable and inclusive learning experiences by centering the knowledge, cultural practices, and social interactions that motivate learning for people across ages, genders, and backgrounds. In informal learning environments, families’ social interactions are critical avenues for STEM learning, and science centers and museums have developed strategies for prompting families’ sustained engagement and conversation at STEM exhibits. However, exhibits often guide visitors’ exploration toward predetermined insights, constraining the ways that families can interact with STEM content, and neglecting opportunities to tap into their prior knowledge. Practices in the maker movement that emphasize skill-building and creative expression, and participatory practices in museums that invite visitors to contribute to exhibits in consequential ways both have the potential to reframe STEM learning as an ongoing, social process that welcomes diverse perspectives. Yet little is known about how these practices can be scaled, and how families themselves respond to these efforts, particularly for the diverse family audiences that science centers and museums aim to serve. Further, although gender and ethnicity both affect learning in informal settings, studies often separate participants along a single dimension, obscuring important nuances in families’ experiences. By addressing these outstanding questions, this research responds to the goals of the Advancing Informal STEM Learning (AISL) program, which seeks to advance evidence-based understanding of the design and development of STEM learning opportunities for the public in informal environments. This includes providing multiple pathways for broadening engagement in STEM learning experiences and advancing innovative research on STEM learning in informal environments.

Research will address (1) how families perceive and act on their collective epistemic agency while exploring STEM exhibits (i.e., how they work together to negotiate and pursue their own learning goals); (2) whether and how families’ expressions of agency are influenced by gender and ethnicity; and (3) what exhibit design features support expressions of agency for the broadest possible audience. Research studies will use interviews and observational case studies at a range of exhibits with distinct affordances to examine families’ epistemic agency as a shared, social practice. Cultural historical activity theory and intersectional approaches will guide qualitative analyses of families’ activities as systems that are mediated by the physical environment and social setting. Education activities will involve an ongoing collaboration between researchers, exhibit designers, educators, and facilitators (high-school and college-level floor staff), using a Change Laboratory model. The group will use emerging findings from the research to create a reflection tool to guide the development of more inclusive learning experiences at STEM exhibits, and a set of design principles for supporting families’ expressions of agency. A longitudinal ethnographic study will document the development of inclusive exhibit design practices throughout the project as well as how the Change Lab participants develop their sociocultural perspectives on learning and exhibit design over time. Analyzing these shifts in practice within the Change Lab will provide a deeper understanding of what works and what is difficult or does not occur when working toward infrastructure change in museums. By considering how multiple aspects of families’ identities shape their learning experiences, this work will generate evidence-based recommendations to help science centers and museums develop more inclusive practices that foster a sense of ownership over the learning process for the broadest possible audience of families.
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TEAM MEMBERS: Susan Letourneau