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resource research Exhibitions
Accessible Design for Multitouch Tables, Large Displays, and Interactive Experiences focuses primarily on access for individuals in wheelchairs or those of short stature who may have reach, roll-up, or related mobility limitations. Building upon existing standards, this paper presents both “broad” and “strict” interpretations for accessible design on multitouch tables and describes a range of approaches for incorporating them into new experiences.
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resource research Exhibitions
As part of an NSF-funded project, Guidelines for Designing Challenging and Rewarding Interactive Science Exhibits (DRL-1612577), the Museum of Science, Boston, CAST, EdTogether, and the University of Rochester held a four-part webinar series on “productive struggle,” a mixed emotional experience during which learners persist through negative feelings like confusion and frustration to achieve a satisfying resolution. In this webinar series, members of the team talk through their thinking and methods in designing productive struggle exhibits and also highlight how designing for emotions can
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TEAM MEMBERS: Beth Malandain Sunewan Paneto Katharina Marino
resource research Exhibitions
As part of an NSF-funded project, Guidelines for Designing Challenging and Rewarding Interactive Science Exhibits (DRL-1612577), the Museum of Science, Boston, CAST, EdTogether, and the University of Rochester held a four-part webinar series on “productive struggle,” a mixed emotional experience during which learners persist through negative feelings like confusion and frustration to achieve a satisfying resolution. In this webinar series, members of the team talk through their thinking and methods in designing productive struggle exhibits and also highlight how designing for emotions can
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TEAM MEMBERS: Sunewan Paneto Beth Malandain Katharina Marino
resource research Exhibitions
As part of an NSF-funded project, Guidelines for Designing Challenging and Rewarding Interactive Science Exhibits (DRL-1612577), the Museum of Science, Boston, CAST, EdTogether, and the University of Rochester held a four-part webinar series on “productive struggle,” a mixed emotional experience during which learners persist through negative feelings like confusion and frustration to achieve a satisfying resolution. In this webinar series, members of the team talk through their thinking and methods in designing productive struggle exhibits and also highlight how designing for emotions can
DATE:
resource research Exhibitions
As part of an NSF-funded project, Guidelines for Designing Challenging and Rewarding Interactive Science Exhibits (DRL-1612577), the Museum of Science, Boston, CAST, EdTogether, and the University of Rochester held a four-part webinar series on “productive struggle,” a mixed emotional experience during which learners persist through negative feelings like confusion and frustration to achieve a satisfying resolution. In this webinar series, members of the team talk through their thinking and methods in designing productive struggle exhibits and also highlight how designing for emotions can
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resource research Professional Development, Conferences, and Networks
How can we begin to chart a course toward a future for science museums in which we maintain our status as sources of trusted information, while also fulfilling our potential as sites of genuine participation and social interaction? In 2019, with funding from the National Science Foundation, the New York Hall of Science hosted a three day conference to discuss new and equitable approaches to exhibit design. With leading exhibit designers, educators, researchers, and community engagement specialists, we began to rethink the exhibit design process, toward a goal of helping our museums become more
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TEAM MEMBERS: dana schloss Katherine Culp Priya Mohabir
resource research Exhibitions
Nature-based playgrounds—known as playscapes—offer numerous opportunities for young children to learn about nature. In the current study, we focus on teacher talk on playscapes, namely to capture the spontaneous utterances teachers offer when engaging with young children during playscape visits. Two different playscapes were contrasted, both of which featured loose parts, native plants, and running water. The difference in playscape was whether it featured ecosystems: While the rural playscape had a natural forest and a wetland, the urban playscape had a man-made stream and a garden. Ten
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TEAM MEMBERS: Heidi Kloos Catherine Maltbie Rhonda Brown Victoria Carr
resource research Public Programs
There is a vein of democratic idealism in the work of science museums. It is less about political democracy than epistemological democracy. As a one-time museum educator and a researcher who studies science museums, I have always thought of it in terms of an unspoken two-part motto: “see for yourself–know for yourself.” Although this strain of idealism has remained constant throughout the history of science museums, it has been interpreted differently in different eras, responding (in part) to the social upheavals of the day. In the late 1960s, for example, a new generation of self-described
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TEAM MEMBERS: Noah Weeth Feinstein
resource research Public Programs
Science learning occurs throughout people's lives, inside and outside of school, in formal, informal, and nonformal settings. While museums have long played a role in science education, learning in this and other informal settings has not been studied nor understood as deeply as in formal settings (i.e., schools and classrooms). This position paper, written by learning researchers in a science museum engaged in equity and access work, notes that while the researchers consider the ethics of their work regularly and deeply, little formal guidance exists for the ethical challenges they routinely
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resource project Exhibitions
Museums and similar informal learning settings offer opportunities for children and families to learn together in an engaging way. Current exhibits rely mainly on parents, teachers, signage, and staff in science museums to provide support and guidance. Since it is not always feasible to have knowledgeable staff on hand and not all parents have the same knowledge and background, children receive varied support and people often miss the point of the learning experience or activity. This project will develop and research a new genre of Smart Science Exhibits that use artificial intelligence (AI) in an adaptive system to support children in learning science by doing science. The aim of the project is to incorporate AI adaptivity and personalization to maximize inquiry-based STEM learning and engagement in informal learning settings. This research builds on the project team's first Smart Science Exhibit (EarthShake), which uses AI vision to give interactive feedback to visitors based on their actions and guides them through scientific inquiry. In the project's preliminary work, the first smart exhibit demonstrated higher engagement and more learning gains than resulted from a traditional museum exhibit addressing the same scientific content. Smart exhibits can extend and enhance the limited support that staff and parents can provide. This project will develop and investigate adaptive approaches to mixing exploration and AI guidance, which will personalize feedback during constructive exploration. The project will build on learning science techniques and technology, proven in intelligent tutoring systems in formal settings, and apply this to different informal learning contexts. The goal is to provide just-in-time learning support, which will extend the time visitors spend with exhibits, thereby deepening inquiry-based science learning. The project is partnering with science museums and afterschool programs, which will enable thousands of children and families from a wide variety of backgrounds to use the project's smart exhibits each year. Smart Science Exhibits is funded by the Advancing Informal STEM Learning (AISL) program which supports innovative research, approaches, and resources as part of its overall strategy to enhance learning in informal environments.

Many informal learning settings are considering mixed-reality (MR) technologies to increase engagement and understanding of science. Using Smart Science Exhibits, the project will investigate how design choices in mixed-reality systems impact users' engagement and learning of STEM concepts. (Mixed reality is the blending of the physical world and the digital world, enabling interaction between human and artificial intelligence.) Project research will extend current research, which is largely descriptive, by investigating empirical results on learner outcomes. Key research questions are: What types of adaptivity and personalization can improve Smart Science Exhibits and MR systems generally? What balance of exploration and AI guidance is best to maximize enjoyment, engagement and learning? Do findings about the effective features of Smart Science Exhibits generalize to different content areas and informal learning settings? The project will employ user-centered design research, formative evaluation, and controlled experimentation to discover how mixed-reality systems should be designed to best meet visitor and staff needs in informal learning settings including multiple museums and afterschool providers. Data on learner behaviors in mixed-reality experiences in a variety of informal settings will inform the design of Smart Science Exhibits. The project will investigate whether adaptive approaches generalize across content and context to achieve better STEM learning, engagement, collaboration, and productive dialogue. The project will incorporate the team's prior technical research, which developed both vision techniques to track children's physical interactions and interactive pedagogical techniques to provide scaffolds for and reactive feedback on children's inquiry and construction behaviors. New technical research will develop AI techniques for adaptive task selection and personalized feedback that draws on a visitor's history of interaction. Project research and design resources will be widely shared with the science museum educators and designers through presentations at annual conferences and with researchers, developers and others through peer-reviewed journal publications and professional publications.

This Innovations in Development 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: Nesra Yannier Scott Hudson Ken Koedinger
resource project Exhibitions
The Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. An ongoing challenge to the design of effective STEM learning exhibits for diverse young children is the absence of reliable and evidence-based resources that designers can apply to the design of STEM exhibits that draw upon play as a child's primary pedagogy, while simultaneously engaging children with STEM content and processes that support development of STEM skills such as observation. To address these challenges, the project team will use a collaborative process in which learning researchers and informal STEM practitioners iteratively develop, design, and test the STEM for Play Framework that could then be applied to the design of STEM-focused exhibits that support play and STEM skill use among early learners.

This Research in Service to Practice project will address these questions: 1) What is a framework for play in early STEM learning that is inclusive of children's cultural influences?; 2) To what extent do interactions between early learners (ages 3-8) and caregivers or peers at exhibits influence the structure and effectiveness of play for supporting STEM skill development?; 3) How do practitioners link play to STEM skill development, and to what extent does a framework for play in early STEM learning assist in identifying types of play that supports early STEM skill development?; and 4) What do practitioners identify as best practices in exhibit design that support the development of STEM skills for early childhood audiences, and conversely, to what extent do practitioners perceive specific aspects of the design as influential to play? The project team will address these questions across four phases of study that will include (a) development of a critical research synthesis to inform the initial STEM for Play framework; (b) the use of surveys, focus groups, and interviews to solicit feedback from practitioners; (c) testing and revising the framework by conducting structured observations of STEM exhibits at multiple museums. The project team will use multiple analytic approaches including qualitative thematic analyses as well as inferential statistics. Results will be disseminated to children?s museums, science centers, and research communities.

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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resource project Exhibitions
A long history of research suggests that early informal STEM learning experiences such as block play, puzzles, visiting zoos and science museums can build a strong foundation for STEM learning and which leads to later STEM success. Yet, children from low-income and historically underserved communities have less access to these opportunities due to scarce resources and barriers to access such as transportation and cost. To address these challenges, this project will endeavor to infuse public urban spaces such as local parks, bus-stops, and grocery stores with playful and engaging informal STEM learning opportunities in low-income Latinx neighborhoods as a strategy for understanding how public spaces, when co-designed with community partners and informed by the science of learning, can foster rich, informal STEM learning experiences for young children in neighborhood places where families naturally spend time. 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. 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.

Using techniques of Community-Based, Participatory Design Research, researchers will collaborate closely with community families and partners in Santa Ana, California to achieve three aims: 1) Co-design a series of outdoor Playful Learning Landscape (PLL) exhibit installations with community partners that reflect the goals, values, and cultural capital of the Latino community. 2) Explore how caregivers and their children experience PLL exhibit installations and examine the development and changes in: a) caregiver-child STEM conversation and interactions, and b) caregiver attitudes about the importance of informal STEM learning and their beliefs about their role in facilitating STEM learning. 3) Leverage existing data from county partners to examine the potential effects of having multiple PLL installations within a specific neighborhood on promoting STEM learning and development across an array of cognitive and socio-emotional outcomes in early-childhood. This project will advance current knowledge on informal STEM learning by demonstrating new ways to understand the cultural assets that Latinx families bring to learning contexts, showing how the unique assets and needs of a local community can be incorporated into public infrastructure, and documenting the STEM-related learning experiences and interactions that occur in these settings. Due to a partnership with the Orange County Children and Families Commission, which collects data on child learning and development on every child in the county, researchers will examine the longitudinal impacts of a cluster of playful STEM-learning exhibit installations in a single neighborhood on children's developmental outcomes compared to matched neighborhoods without access to these installations. By leveraging everyday routines to promote playful STEM learning and caregiver-child STEM-related interactions, this project will: 1) empower caregivers to build a STEM learning foundation for children during early childhood; and 2) serve as a model for how cities can be re-designed to enhance ubiquitous STEM learning across public spaces, with the cultural capital of local families and children at the center of urban design and revitalization.

This Innovations in Development 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: Andres Bustamante Kathy Hirsh-Pasek June Ahn