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resource project
iPlan: A Flexible Platform for Exploring Complex Land-Use Issues in Local Contexts
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TEAM MEMBERS:
resource research Public Programs
In Research + Practice Partnerships with 4 makerspaces in 2 cities, we pursue equity-oriented STEM-rich making with youth from historically underrepresented backgrounds, particularly BIPOC youth and youth in refugee & low-income communities, towards developing: a theory-based and data-driven framework for equitably consequential making a set of individual-level and program-level cases with exemplars of equitably consequential making (and the associated challenges) that can be used by researchers and practitioners for guiding the field an initial set of guiding principles (with
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TEAM MEMBERS: Angela Calabrese Barton Edna Tan Day Greenberg Melissa Perez Aerin Benavides Ti’Era Worsley
resource project Public Programs
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. There are few empirical studies of sustained youth engagement in STEM-oriented making over time, how youth are supported in working towards more robust STEM related projects, on the outcomes of such making experiences among youth from historically marginalized communities, or on the design features of making experiences which support these goals. The project plans to conduct a set of research studies to develop: a theory-based and data-driven framework for equitably consequential making; a set of related individual-level and program-level cases with exemplars (and the associated challenges) that can be used by researchers and practitioners for guiding the field; and an initial set of guiding principles (with indicators) for identifying equitably consequential making in practice. The project will result in a framework for equitably consequential making with guiding principles for implementation that will contribute to the infrastructure for fostering increased opportunities to learn among all youth, especially those historically underrepresented in STEM.

Through research, the project seeks to build capacity among STEM-oriented maker practitioners, researchers and youth in the maker movement around equitably consequential making to expand the prevailing norms of making towards more transformative outcomes for youth. Project research will be guided by several questions. What do youth learn and do (in-the-moment and over time) in making spaces that work to support equity in making? What maker space design features support (or work against) youth in making in equitably consequential ways? What are the individual and community outcomes youth experience in STEM-making across settings and time scales? What are the most salient indicators of equitably consequential making, how do they take shape, how can these indicators be identified in practice? The project will research these questions using interview studies and critical longitudinal ethnography with embedded youth participatory case study methodologies. The research will be conducted in research-practice partnerships involving Michigan State University, the University of North Carolina at Greensboro and 4 local, STEM- and youth-oriented making spaces in Lansing and Greensboro that serve historically underrepresented groups in STEM, with a specific focus on youth from lower-income and African American backgrounds.
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resource research Public Programs
This poster was presented at the 2021 NSF AISL Awardee Meeting. Our overarching goal is to better understand the particulars of how and why youth co-make in life-based and STEM-rich ways with families and communities, such that we can better infrastructure community-based maker programs in support of youth learning and well-being.
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TEAM MEMBERS: Edna Tan Angela Calabrese Barton Day Greenberg Ti’Era Worsley Carmen Turner Grace Thompson Diya Abdo
resource project Public Programs
Maker education has increased tremendously in community settings and classrooms across the country. Maker education is learner-driven and hands-on, often collaborative, and may focus on solving a problem or designing an object or device. There is a growing need for assessment and evaluation tools and approaches to understand and improve the nature of maker learning and provide evidence for the value of maker pedagogy. This workshop will bring together approximately 25 researchers from formal and informal settings as well as practitioners to review current maker assessment and evaluation tools and examine the role those tools can play for informing research and practice. The workshop will identify areas where future work is needed, including designing assessment and evaluation that effectively addresses the interests and needs of diverse learners. The workshop will disseminate an online collection of these assessment and evaluation tools, a research brief, and several webinars sharing the results and recommendations of the conference.

The two-day, in-person conference will include pre-workshop surveys to determine and refine issues for consideration at the conference, identify a core set of readings and resources for conference participants, and to identify key topics for research briefings presented at the conference. The conference will include background briefings, hands-on try-outs of assessment tools, synthesis discussions, and identification of future directions for research and next steps. Resources developed from the workshop will be widely disseminated through workshop partner Maker Education’s website, an annual maker conference held at the University of Wisconsin, and through other publications reaching researchers and practitioners in informal and formal educational settings,

This project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
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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 Public Programs
For many youth, gaining access to quality STEM (science, technology, engineering mathematics) experiences is a challenge. Inequity and underrepresentation of youth of color in STEM persist. The makerspace movement holds great promise in broadening participation in STEM among youth from underrepresented communities. Makerspaces are defined as collaborative workspaces inside a library, school, or other community location designed for creating, learning, exploring, and sharing with high- to low-tech tools. Despite the availability of making programs focused on STEM activities targeted towards youth of color, the field has few models for designing these programs in ways that build upon youths’ cultural assets and desires for making. Working collaboratively with youth, families, and maker educators in Lansing, Michigan, and Greensboro, North Carolina, this project aims to deepen the field’s understanding about the rich and deep ingenuity in STEM-based making that youth from underrepresented communities can engage. These insights will be leveraged towards advancing community-based maker programming across four community-based makerspaces. The project will also build capacity among STEM-oriented maker educators, researchers, and youth. This model is important because the voices and perspectives of families and communities have been largely absent from the formative knowledge and theory-building processes of the field of makerspace education.

This project will build new knowledge about how and why youth and families make at home, in communities, and in STEM-based maker programs. Collaborators for the project include the University of Michigan, the University of North Carolina at Greensboro, and four STEM- and youth-oriented making spaces in Lansing, Michigan, and Greensboro, North Carolina. This project will take place in two phases, exploring two main research questions: 1) What are the learning results of making at home and in the community? And 2) How do youth organize community resources for sustained STEM making, and what facilitates or hinders such organization? Phase one investigates the community resources (people, tools, materials, knowledge, data, and spaces) youth leverage towards making and how they do so across time. The project will study how youth connect these resources to STEM-rich making and what youth and families learn in the process. In phase two, design-based research will be used to apply phase one insights to the design of community-based STEM-rich maker programs in four maker clubs in Michigan and North Carolina. This work will develop an understanding of youths’ family and community-based STEM-based making practices, including the community resources (people, tools, materials, knowledge, data, and spaces) that youth leverage.

This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
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resource project Public Programs
In informal science contexts, the word tinkering describes a learning process that combines art, science, and technology through hands-on inquiry. With the growth in popularity of the making and tinkering movements nationwide, these practices are increasingly making their way into early childhood environments where they have great promise to positively impact the early STEM learning experiences of young children. This 2-day conference hosted at the Exploratorium in San Francisco will bring together stakeholders exploring applications of tinkering in informal early childhood environments. The conference will provide opportunities to explore the role, value, and challenges associated with implementing meaningful tinkering interventions in learning environments serving young children. The project seeks to 1) Convene stakeholders from the tinkering and early childhood programs; and 2) further the exploration and evolution of practitioner and researcher knowledge about tinkering in early childhood contexts. The long-term goal is to support more young children being introduced to STEM learning through tinkering's adaptable approaches to STEM-learning that align with the developmental needs of this young population.

This project will collaboratively analyze and document the state of the field of STEM-rich tinkering in informal early childhood contexts. Additionally, the project will deepen relationships across the early childhood tinkering ecosystem. Additional outcomes include an effort to provide tangible resources to the field highlighting current promising practices and future opportunities for development. The conference will also provide an understanding of how tinkering interventions may contribute to the development of STEM interest, identity and learning amongst early childhood audiences. Finally, the conference will bring together research and practitioners to explore how tinkering in early childhood settings can be used effectively to meet the needs of diverse learners including learners from underserved and underrepresented communities. The project will recruit a total of 75 participants with backgrounds in the field of tinkering and STEM learning, early childhood research, and professional development practices representing a diverse set of institutions and organizations. Research questions for the conference will focus on: 1) What types of supports and professional development do early childhood educators need to facilitate early STEM learning through tinkering? 2) What types of built environment and hands-on materials best support young children's ability to learn STEM content and practices through tinkering? 3) What types of strategies best support caregiver involvement in young children's learning? 4) What is the role of early childhood tinkering in young children?s STEM learning, interest, and identity development? 5) How can culturally and linguistically sustaining pedagogies be used to ensure equity across a diversity of young learners and their families? To answer these research questions the project will use qualitative methods before, during and post-conference. Research methods will include a landscape analysis identifying needs of participants, surveys, observations and informal interviews with participants.

This Conference 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.
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TEAM MEMBERS: Mike Petrich Lianna Kali
resource project Public Programs
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.
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TEAM MEMBERS: Gokul Krishnan Maria Olivares
resource project Public Programs
While there is increased interest in youth-centered maker programs in informal educational contexts, scarce research-informed professional development exist that focus on how informal educators do or should plan and handle ongoing, just-in-time support during moments of failure. Prior research supports the important role of failure in maker programming to increase learning, resilience and other noncognitive skills such as self-efficacy and independence. The objective of this project is to address this gap through adapting, implementing, and refining a professional development program for informal educators to productively attend, interpret, and respond to youths’ experiences with failure while engaged in maker programs in informal learning contexts. In the first two years of the project, the research team will work closely with six partners to implement and refine the professional development model: The Tech Museum of Innovation, The Bakken Museum, Montshire Museum of Science, The Minneapolis Institute of Art, Thinkery, and Amazeum Children’s Museum. In the last year of the project, the team will scale-up the professional development model through partnering with an additional nine institutions implementing maker programming for youth. The professional development consists of two models. In the first model, we support one to two lead facilitators at each partnering institution through an initial three-day workshop and ongoing support meetings. In the second model, the lead facilitators support other informal educators at their institution implementing making programs for youth. This project will enhance the infrastructure for research and education as collaborations and professional learning communities will be established among a variety of informal learning institutions. The project will also demonstrate a link between research and institutional and societal benefits through shifting the connotation and perceptions of failure to be valued for its educational potential and to empower informal educators to support discomfort and struggle throughout maker programs with youth.

The three goals of this collaborative project are to (a) advance the field of informal education through a research-based professional development program specific to youths’ failures during maker programs; (b) support shifts in informal educators’ facilitation practices and perspectives around youth’s failure experiences, and (c) investigate the effects of the professional development on youths’ resilience and failure mindset. The iterative nature of this project will be informed by the collection and analysis of video data of professional development sessions and informal educators facilitating maker programs, reflective journaling, surveys regarding the professional development, and pre-post surveys from youth engaged in the maker programs. Dissemination will address multiple stakeholders, including informal educators, program developers, evaluators, researchers, and public audiences.

This Innovations in Development 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.
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resource project Public Programs
The goal of the National Science Foundation?s Research Coordination Network (RCN) program is to advance a field or create new directions in research or education by supporting groups of investigators to communicate and coordinate their research, training and educational activities across disciplinary, organizational, geographic and international boundaries. This RCN will bring together scholars and practitioners working at the intersection of equity and interdisciplinary making in STEM education. Making is a culture that emphasizes interest-driven learning by doing within an informal, peer-led and creative social environment. Hundreds of maker spaces and maker-oriented classroom pedagogies have developed across the country. Maker spaces often include digital technologies such as computer design, 3-D printers, and laser cutters, but may also include traditional crafts or a variety of artist-driven creations. The driving purpose of the project is to collectively broaden STEM-focused maker participation in the United States through pursuing common research questions, sharing resources, and incubating emergent inquiry and knowledge across multiple working sites of practice. The network aims to build capacity for research and knowledge, building in consequential and far-reaching mechanisms to leverage combined efforts of a core group of scholars, practitioners, and an extended network of formal and informal education partners in urban and rural sites serving people from groups underrepresented in STEM. Maker learning spaces can be particularly fruitful spaces for STEM learning toward equity because they foster interest-driven, collective, and community-oriented learning in making for social and community change. The network will be led by a team of multi-institutional and multi-disciplinary researchers from different geographic regions of the United States and guided by a steering committee of prominent researchers and practitioners in making and equity will convene to facilitate network activities.

Equitable processes are rooted in a commitment to understand and build on the skills, practices, values, and knowledge of communities marginalized in STEM. The research network aims to fill in gaps in current understandings about making and equity, including the many ways different projects define equity and STEM in making. The project will survey the existing research terrain to develop a dynamic and cohesive understanding of making that connects to learners' STEM ideas, communities, and historical ways of making. Additionally, the network will collaboratively develop central research questions for network partners. The network will create a repository for ethical and promising practices in community-based research and aggregate data across sites, among other activities. The network will support collaboration across a multiplicity of making spaces, research institutions, and community organizations throughout the country to share data, methodologies, ways of connecting to local communities and approaches to robust integration of STEM skills and practices. Project impacts will include new research partnerships, a dissemination hub for research related to making and equity, professional development for researchers and practitioners, and leveraging collective research findings about making values and practices to improve approaches to STEM-rich making integration in informal learning environments. The project is funded by NSF's Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of settings. 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 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: Maria Olivares Eli Tucker-Raymond Edna Tan Jill Castek Cynthia Graville
resource project Exhibitions
As the world is increasingly dependent upon computing and computational processes associated with data analysis, it is essential to gain a better understanding of the visualization technologies that are used to make meaning of massive scientific data. It is also essential that the infrastructure, the very means by which technologies are developed for improving the public's engagement in science itself, be better understood. Thus, this AISL Innovations in Development project will address the critical need for the public to learn how to interpret and understand highly complex and visualized scientific data. The project will design, develop and study a new technology platform, xMacroscope, as a learning tool that will allow visitors at the Science Museum of Minnesota and the Center of Science and Industry, to create, view, understand, and interact with different data sets using diverse visualization types. The xMacroscope will support rapid research prototyping of public experiences at selected exhibits, such as collecting data on a runner's speed and height and the visualized representation of such data. The xMacroscope will provide research opportunities for exhibit designers, education researchers, and learning scientists to study diverse audiences at science centers in order to understand how learning about data through the xMacroscope tool may inform definitions of data literacy. The research will advance the state of the art in visualization technology, which will have broad implications for teaching and learning of scientific data in both informal and formal learning environments. The project will lead to better understanding by science centers on how to present data to the public more effectively through visualizations that are based upon massive amounts of data. Technology results and research findings will be disseminated broadly through professional publications and presentations at science, education, and technology conferences. The 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. The project is driven by the assumption that in the digital information age, being able to create and interpret data visualizations is an important literacy for the public. The research will seek to define, measure, and advance data visualization literacy. The project will engage the public in using the xMacrocope at the Science Museum of Minnesota and at the Center of Science and Industry's (COSI) science museum and research center in Columbus, Ohio. In both museum settings the public will interact with different datasets and diverse types of visualizations. Using the xMacroscope platform, personal attributes and capabilities will be measured and personalized data visualizations will be constructed. Existing theories of learning (constructivist and constructionist) will be extended to capture the learning and use of data visualization literacy. In addition, the project team will conduct a meta-review related to different types of literacy and will produce a definition with performance measures to assess data visualization literacy - currently broadly defined in the project as the ability to read, understand, and create data visualizations. The research has potential for significant impact in the field of science and technology education and education research on visual learning. It will further our understanding of the nature of data visualization literacy learning and define opportunities for visualizing data in ways that are both personally and culturally meaningful. The project expects to advance the understanding of the role of personalization in the learning process using iterative design-based research methodologies to advance both theory and practice in informal learning settings. An iterative design process will be applied for addressing the research questions by correlating visualizations to individual actions and contributions, exploring meaning-making studies of visualization construction, and testing the xMacroscope under various conditions of crowdedness and busyness in a museum context. The evaluation plan is based upon a logic model and the evaluation will iteratively inform the direction, process, and productivity of the project.
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TEAM MEMBERS: Katy Borner Kylie Peppler Bryan Kennedy Stephen Uzzo Joe E Heimlich