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.
DATE:
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TEAM MEMBERS:
Nesra YannierScott HudsonKen Koedinger
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.
A makerspace is a place where participants explore their own interests and learn by creating, tinkering, and inventing artifacts through the use of a rich variety of tools and materials. This project will develop and research a flexible model for makerspaces that can be adapted to local settings to support informal STEM learning for hospitalized, chronically ill patients in pediatric environments who are predominantly youth of color from low-income backgrounds. These youth are subject to health disparities and healthcare inequities. Their frequent absence from school and other activities disrupt friendship formations, reduce their opportunities for social support, reduce their access to environments where they can feel a sense of self-agency through learning and creative activities. Through patient centered co-design, this project will build adaptable STEM makerspace environments conducive to STEM-rich learning, the exercise of self-agency, and development of STEM identity. Project design will focus on the sensitive nature of working with vulnerable populations (i.e., immunocompromised patients). The project will develop and disseminate several resources: (1) a flexible makerspace model that can be adapted to work in different pediatric settings; (2) research methods for conducting research in highly sensitive environments with and alongside young patients; and (3) professional development resources and a playbook including guidebook and facilitators guide that will articulate principles and processes for designing, implementing and sustaining makerspaces in pediatric settings. These resources will be widely disseminated through maker and other informal STEM networks.
The project will pursue two innovations. First, the project will develop the physical design of adaptable informal STEM makerspaces in pediatric settings. Second, the project will develop innovative patient-centered methodologies for studying approaches to physical design and the effects of makerspace installations for informal STEM-learning, self-agency, and STEM identity development. Using a design-based research approach, the project will investigate: (1) the extent to which physical makerspace designs support access to material, relational, and ideational resources for STEM-learning and well-being; (2) the extent to which makerspace installations, researchers, and medical care staff support patients in accessing and generating tools and other resources for personal learning and a sense of agency; and (3) the extent to which makerspace design with a focus on affording material, relational, and ideational resources provide rich opportunities for young patients to explore their own interests and cultivate STEM identities. One of the project's innovations, beyond development of adaptable makerspace model involves developing an innovative patient-centered methodology for conducting educational research toward broadening participation in STEM in highly sensitive medical care environments. The project will employ a mixed-methods research design and collect a variety of data to address these areas of research including documentation of makerspace design plans and renderings, observational data gathered through fieldnotes, video and audio recordings, informal interviews with patients, their families, and child-care staff, and patient generated artifacts. Articles for researchers and practitioners will be submitted for publication to appropriate professional journals and peer-reviewed publications.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches, and resources for use in a variety of settings.
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.
As an emerging field of theory, research, and practice, STEAM (Science, Technology, Engineering, Arts and Mathematics) has received attention for its efforts to incorporate the arts into the rubric of STEM learning. In particular, many informal educators have embraced it as an inclusive and authentic approach to engaging young people with STEM. Yet, as with many nascent fields, the conceptualization and usage of STEAM is somewhat ambivalent and weakly theorized. On the one hand, STEAM offers significant promise through its focus on multiple ways of knowing and new pathways to equitable
Very little is known about the experiences of people with learning disabilities in informal learning environments such as science centers and museums. This project will describe the ways in which engagement and intrinsic motivation for learning are and are not supported for visitors with learning disabilities, and build capacity for informal STEM education practitioners to apply this learning for the benefit of those with learning disabilities as well as any visitor who needs more support in the context of self-directed learning. Broadening participation science, technology, engineering and math (STEM) is a core goal of the National Science Foundation and its Advancing Informal STEM Learning (AISL) program. This project pursues this goal with a focus on young people with learning disabilities. As the largest group of individuals with disabilities in the United States, people with learning disabilities make up an estimated 20% of the U.S. population. Science professions offer many life- and work-related opportunities for individuals with learning disabilities, and the flexible experiences of informal learning spaces offer important opportunities to promote participation, engagement in and motivation for science. This work represents the next generation of accessible design to broaden participation in, and impacts of, informal STEM learning opportunities. This project will generate guidelines and resources to support inclusive design for this group of visitors. Resources will include a Toolkit of Visual Assets that can be shared digitally and in print with youth with learning disabilities, informal STEM practitioners, and the learning disability research and practice community.
The project will develop empirical knowledge to support informal STEM practitioners to better facilitate the inclusion of youth with learning disabilities. Using the lens of Self-Determination Theory as an explanatory framework, this research will be pursued in three phases. Self-Determination Theory describes the psychological needs that must be met, such as autonomy and feelings of efficacy, to create an environment that supports individuals' engagement in self-motivated behaviors. Phase 1 will be an exploratory study describing the engagement and motivation of adolescents (ages 10-17) with learning disabilities when experiencing varied STEM exhibits. This first phase will adapt validated scales, employ an existing observation protocol, and conduct stimulated recall interviews with youth. Phase 2 will explore, develop and investigate design strategies to improve the intrinsic motivation of youth with learning disabilities at educational STEM exhibits. This second phase will involve a set of experimental studies in which design strategies related to intrinsic motivation are manipulated to inform principles of inclusive design for visitors with learning disabilities. As in the previous phase, Phase 2 will adapt validated scales and employ an existing observation protocol. Phase 3 will focus on design charrettes in which researchers and practitioners work with high school students with learning disabilities in a co-design process. The charrettes will generate guidelines and case examples of exhibit components using Universal Design for Learning to balance varying design priorities and effectively, inclusively design exhibits for this population. This third phase will rely on qualitative coding of co-design charette artifacts, field notes and researcher reflections; member checking will play an important role in the coding process. Dissemination efforts for this project will target youth with learning disabilities, informal STEM education practitioners, and the broader field of learning disability researchers and practitioners. In addition to the exhibit design guidelines and Toolkit described above, the project will publish peer reviewed articles and develop manuscripts aimed at educational research and practice.
This Research in Service to Practice project is funded 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.
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.
With the world in the midst of the COVID-19 pandemic, children are often having or expressing worries and fears. Their caregivers -- parents and those who are providing direct care for children -- are seeking trusted sources of information to help them explain this disease and help ease children’s worries. This resource guide reflects some of the work of our current NSF-funded research study (NSF#2029209) about the communication needs of children and families during the pandemic, seeking to understand how they are supported in having conversations about the coronavirus and pandemic-related
Virtual Reality (VR) shows promise to broaden participation in STEM by engaging learners in authentic but otherwise inaccessible learning experiences. The immersion in authentic learner environments, along with social presence and learner agency, that is enabled by VR helps form memorable learning experiences. VR is emerging as a promising tool for children with autism. While there is wide variation in the way people with autism present, one common set of needs associated with autism that can be addressed with VR is sensory processing. This project will research and model how VR can be used to minimize barriers for learners with autism, while also incorporating complementary universal designs for learning (UDL) principles to promote broad participation in STEM learning. As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches, and resources for use in a variety of settings. This project will build on a prototype VR simulation, Mission to Europa Prime, that transports learners to a space station for exploration on Jupiter's moon Europa, a strong candidate for future discovery of extraterrestrial life and a location no human can currently experience in person. The prototype simulation will be expanded to create a full, immersive STEM-based experience that will enable learners who often encounter cognitive, social, and emotional barriers to STEM learning in public spaces, particularly learners with autism, to fully engage and benefit from this STEM-learning experience. The simulation will include a variety of STEM-learning puzzles, addressing science, mathematics, engineering, and computational thinking through authentic and interesting problem-solving tasks. The project team's learning designers and researchers will co-design puzzles and user interfaces with students at a post-secondary institute for learners with autism and other learning differences. The full VR STEM-learning simulation will be broadly disseminated to museums and other informal education programs, and distributed to other communities.
Project research is designed to advance knowledge about VR-based informal STEM learning and the affordances of VR to support learners with autism. To broaden STEM participation for all, the project brings together research at the intersection of STEM learning, cognitive and educational neuroscience, and the human-technology frontier. The simulation will be designed to provide agency for learners to adjust a STEM-learning VR experience for their unique sensory processing, attention, and social anxiety needs. The project will use a participatory design process will ensure the VR experience is designed to reduce barriers that currently exclude learners with autism and related conditions from many informal learning opportunities, broadening participation in informal STEM learning. Design research, usability, and efficacy studies will be conducted with teens and adults at the Pacific Science Center and Boston Museum of Science, which serve audiences with autism, along with the general public. Project research is grounded in prior NSF-funded research and leverages the team's expertise in STEM learning simulations, VR development, cognitive psychology, universal design, and informal science education, as well as the vital expertise of the end-user target audience, learners with autism. In addition to being shared at conferences, the research findings will be submitted for publication to peer-reviewed journals for researchers and to appropriate publications for VR developers and disseminators, museum programs, neurodiverse communities and other potentially interested parties.
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.
DATE:
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TEAM MEMBERS:
Teon EdwardsJodi Asbell-ClarkeJamie LarsenIbrahim Dahlstrom-Hakki
With the world in the midst of the COVID-19 pandemic, families are seeking trusted and engaging sources of scientific information to help their children understand prevention, transmission, treatment, and many other topics related to COVID-19 in an effort to ease children’s fears. The goal of our NSF-funded RAPID research study is to understand how children’s science podcasts, as well as other educational products, can provide families with information to help ease children’s worries during a pandemic by increasing children’s understanding of pandemic-related science concepts, empowering
With the world in the midst of the COVID-19 pandemic, families are seeking trusted and engaging sources of scientific information to help their children understand prevention, transmission, treatment, and many other topics related to COVID-19 in an effort to ease children’s fears. The goal of our NSF-funded RAPID research study is to understand how children’s science podcasts, as well as other educational products, can provide families with information to help ease children’s worries during a pandemic by increasing children’s understanding of pandemic-related science concepts, empowering
As new technologies continue to dominate the world, access to and participation in science, technology, engineering, mathematics (STEM), and computing has become a critical focus of education research, practice, and policy. This issue is exceptionally relevant for American Indians, who remain underrepresented as only 0.2% of the STEM workforce, even though they make up 2% of the U.S. population. In response to this need, this Faculty Early Career Development Program (CAREER) project takes a community-driven design approach, a collaborative design process in which Indigenous partners maintain sovereignty as designers, to collaboratively create three place-based storytelling experiences, stories told in historical and cultural places through location-based media. The place-based storytelling experiences will be digital installations at three culturally, politically, and historically significant sites in the local community where the public can engage with Indigenous science. The work is being done in partnership with the Northwestern Band of the Shoshone Nation (NWBSN).
The principal investigator and the NWBSN will investigate: (a) what are effective strategies and processes to conduct community-driven design with Indigenous partners?; (b) how does designing place-based storytelling experiences develop tribal members' design, technical, and computational skills?; (c) how does designing these experiences impact tribal members' scientific, technological, and cultural identities? The goals are to establish a process of community-driven design, build infrastructure to support this process, and understand how this methodological approach can result in culturally-appropriate ways to engage with science through technology. The principal investigator will work with the tribe to complete three intergenerational design cycles (a design cycle is made up of multiple design iterations). Each design cycle will result in one place-based storytelling experience. The goal is to include roughly 15 youth (ages 6-18), 10 Elders, and 10 other community members (i.e. members ages 18-50, likely parents) in each design cycle (35 tribal members total). Some designers are likely to participate in multiple design cycles. The tribe currently has 48 youth ages 6-18 and the project aims to engage at least 30 across all three design cycles. Over four years of designing three different experiences, the NWBSN aims to recruit at least 100 tribal members (just under 20% of the tribe) to make contributions (as designers, storytellers, or to provide cultural artifacts or design feedback).
This CAREER award 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.
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.
Engaging with Tinkering is a highly stimulating and complex experience and invites rich reflections from museum practitioners and teachers. "Tinkering as an inclusive approach for building STEM identity and supporting students facing disadvantage or with low science capital” presents the reflective practice process and tools designed by the "Tinkering EU: Building Science Capital for All" project aiming to understand in more depth the potential impact of using a Tinkering approach with students facing disadvantage. Using tools specifically designed to help teachers observe their students
This front-end evaluation study is part of Designing Our Tomorrow: Mobilizing the Next Generation of Engineers, a five-year project (2018–2023) led by the Oregon Museum of Science and Industry (OMSI) with the support of the National Science Foundation (NSF, DRL-1811617) and project partners: Adelante Mujeres, the Biomimicry Institute, and the Fleet Science Center. The Designing Our Tomorrow (DOT) project seeks to promote and strengthen family engagement and engineering learning via compelling exhibit-based design challenges, presented through the lens of sustainable design exemplified by