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resource project Media and Technology
This Innovations in Development 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.

Increasing greater diversity, equity, and inclusion in science not only presents a social justice goal, but is also vital to the financial and social success of the nation. The stereotype of the older white male scientist has obscured the contributions of women and people of color. This project seeks to remedy these perceptions which are barriers to entry into STEM fields. The project will create a large-scale hub for STEM themed video content on YouTube and other social media platforms, featuring 100+ original STEM videos produced by PBS partners. This hub and accompanying research seeks to identify the characteristics of online STEM content that attract (or fail to attract) underrepresented groups, specifically Black and Hispanic communities as well as women of all races. The objectives of this project are to 1) provide a unified online science-themed hub, PBS Terra, on YouTube and other platforms for hosting, sharing, and distributing digital STEM series from diverse producers from across the PBS system; 2) conduct surveys and focus groups to examine and understand the needs and expectations of women, Black and Hispanic communities and their consumption of STEM video content online and 3) test hypotheses about the communicative strategies of STEM videos that feature Black and Hispanic female scientists. Project collaborators include PBS, researchers at the University of Utah and the University of Georgia, and consultants and advisors with expertise in broadening participation and inclusion in STEM.

Little is known about how or why adult Americans seek science content on YouTube, especially the motivations of adults from underrepresented minorities and females. The key research questions in this project are: 1) Why do Black and Hispanic audiences and women of all races seek science video content online? 2) How does showing Black and Hispanic female scientists in science video content on YouTube impact viewers’ identification with and sense of belonging in STEM? 3) How does the use of humor by Black and Hispanic scientists in YouTube science content affect viewers’ perceptions of the communicator and their engagement with STEM content? 4) How does the appearance and manner of dress of Black and Hispanic scientists in YouTube science content affect viewers’ perceptions in the aforementioned areas? A nationally representative baseline survey will be conducted. A probability sample of 2000 respondents will be obtained including oversampling of Black and Hispanic audiences. To complement findings from the survey, focus groups will be conducted in eight different regions of the country to learn why these targeted audiences do or do not seek science content on YouTube and what motivates them to share the content with their social media network. In addition, an experiment embedded in an online survey will test the hypothesis that greater on-screen representation of women and scientists of color will broaden existing perceptions about scientists. The experiment will consist of a 3 (scientist’s race: Black/Hispanic/White) × 2 (science issue: controversial/non-controversial) × 2 (style: casual/professional) between-subjects design. Survey participants will be randomly assigned to the experimental conditions. These factors (science issue and host appearance) can be altered by content producers to better reach and engage the targeted audiences. The project not only investigates theoretical questions at the intersection of STEM stereotypes and race, but findings related to these experimental conditions will offer practical insight into strategies that can be used by science communication practitioners.
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TEAM MEMBERS: Adam Dylewski Sara Yeo Michael Cacciatore
resource project Public Programs
This award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).

Research shows that Black girls and women, regardless of their academic achievements and STEM interests, often encounter academic under-preparation, social isolation, exclusion, and race-gender discrimination that negatively impacts their ongoing engagement and retention in STEM. This project will provide innovative, culturally relevant learning environments to middle and high school Black girls to counter these negative trends. Using hands-on coding and robotics activities, project participants will develop positive attitudes toward science, technology, engineering, and mathematics (STEM). The project emphasizes peer-mentoring by providing opportunities for Black female high school (assistant coaches) and Black college students (coaches) to serve as counselors and mentors to participants. Additionally, engineers, scientists, and executives from STEM industries will serve as mentors and share their experiences to broaden participants’ STEM career aspirations. The project is a three-year collaborative effort between the University of California Davis C-STEM Center, the Umoja Community Education Foundation, and the 66 affiliated California community colleges, industry partners, and school districts in California. Over three years, nearly 2,000 females will participate in the project.

Learning environments for Black girls and women led by other Black girls and women are referred to as “counterspaces” where they are free to engage in STEM in ways that value their identities while promoting STEM engagement, interests, and career aspirations. The project’s curriculum will follow a research-based, culturally relevant multi-tiered mentoring approach. The curriculum is designed to develop participants’ STEM content knowledge, critical thinking, and logical reasoning capabilities through meaningful connections to real-life applications using hands-on coding and robotics. A mixed-method longitudinal study will examine the impact on participants’ STEM outcomes, emphasizing contributing new knowledge on the viability of multi-tiered, culturally relevant mentoring for increasing equity in informal STEM learning (ISL). The program's effectiveness will be evaluated using longitudinal assessments of mathematics standards, computer science and robotics conceptual knowledge, logical and critical thinking skills, STEM school achievements, interests and attitudes toward STEM subjects, advanced STEM course-taking, involvement in other ISL opportunities, and leadership in STEM in one’s school/university and community. The project will test a locally based informal learning model with projects hosted by other K-12 and college partners.

This Innovations in Development 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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TEAM MEMBERS: Harry Cheng Faheemah Mustafaa
resource project Media and Technology
This Innovations in Development 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.

Quantum information science (QIS) is an emergent cross-disciplinary field at the interface of physics, computer science, materials science, and engineering. Yet, there are few educational programs that encourage young people to explore QIS and understand its applications and societal benefits. Such programs are critical for supporting the growth of a quantum-ready workforce. Building intuition is a foundational first step but this is challenging because quantum effects are neither visible to the naked eye, nor experienced in everyday life. This project will create a suite of accessible, engaging digital games for middle schoolers, and study their effectiveness in cultivating intuition around QIS. Relating QIS concepts to common game mechanics is designed to increase students’ confidence in their QIS knowledge, reduce their fear of tackling such a subject, and consider pursuing a career in this field or another STEM area. The game-driven design appeals to a broad population beyond the age groups studied. Moreover, the deliverables will be freely available online, which allows anyone with a phone or computer and internet access a way to learn about QIS in an engaging, play-based environment. The program will partner with teacher organizations and other community groups to share the games, maximizing the project’s impact.

The project is guided by the QIS Key Concepts developed in 2020, as well as research and best practices on gamification of learning. The games will be designed for 6th-8th grade students in an informal setting, focusing on the concepts of probability, superposition, and role of measurement. A game world titled "Quander" will include videos that explicitly tie game experiences to QIS concepts and applications. The project will evaluate students' understanding after playing the games and watching the videos, how they engage with aspects of the games, and how the game impacted their interest in QIS. The project data will advance understanding of how to facilitate QIS informal learning experiences in ways that engage young audiences in QIS and similar abstract emerging areas of technology where current research is scant. This project represents one of the first efforts to teach QIS concepts in ways that connect directly to young learners’ play-based experiences. Data gathered from the project will help future program designers understand the ability of young learners to reason about QIS concepts such as measurement, superposition and probabilities in game contexts, providing insights to the ages at which students are ready for more technical content.
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TEAM MEMBERS: Diana Franklin Emily Edwards Danielle Harlow
resource project Professional Development, Conferences, and Networks
Millions of Latinx youth, aged 14 to 18, work formal or informal jobs to provide income for themselves or their families. In the context of these workplaces, Latinx youth demonstrate numerous skills that are essential to industrial engineering, such as minimizing workplace injuries or optimizing processes to maximize efficiency. However, their workplace ingenuity and skills are often underrecognized by educational systems. To counter this lack of recognition, the purpose of this project is to iteratively develop and research an out-of-school engineering program for working Latinx youth. This program is designed to recognize and build from youths’ workplace experiences by connecting them with industrial engineering concepts and practices, such as those used to promote worker safety. This program is also designed for youth to articulate transformational visions of industrial engineering, which expand current goals, values, and methods commonly embraced within this discipline. This year-long program will be facilitated by educators of existing out-of-school programs (e.g., Mathematics, Engineering, and Science Achievement), in partnership with undergraduate mentors from the Society for Professional Hispanic Engineers and other local organizations that serve Latinx youth (e.g., Latinos in Action). Approximately 220 youth are expected to participate in the programming. Researchers will explore whether and how youth participants develop identities in engineering, as well as how the educators and mentors understand and enact assets-based, out-of-school engineering education grounded in youths’ experiences. Researchers will also identify the individual, institutional, and systemic factors that support or inhibit sustained implementation of the program over time in different sites and contexts. This project will result in a set of empirically tested, bilingual program materials that will be disseminated widely to professional organizations dedicated to out-of-school programming and to serving Latinx youth.

This project will result in a localizable, transferable, and sustainable model for an out-of-school time program that recognizes and amplifies Latinx youths’ workplace funds of knowledge and leverages them toward youth-driven visions and applications of engineering. This program, which will connect with other people and sites in youths’ learning ecosystems, is grounded in principles of translanguaging, transformational mentorship, and educational dignity and recognition. In partnership with youth participants, researchers will use a social design experiment to explore the following research questions: What are the engineering identity trajectories of working high school youth, and how do specific moments of identity negotiation and recognition relate to broader patterns across program sessions and identity trajectories for individual participants over time? To answer these questions, a pre-, mid- and post-program Engineering Identity Scale; recordings of program implementations; interviews; and youth artifacts will be analyzed using various methods such as critical multimodal discourse analysis. After implementations of the program across multiple sites, researchers will use design-based implementation research to answer the following questions: How do educators and mentors understand and enact assets-based pedagogies designed to foster recognition across sites? What institutional and systemic features (designed or naturalistic) support or inhibit productive adaptations and implementations of the program? These questions will be answered using constant comparative analyses of data sources such as interviews with the program educators and mentors, observations of program implementations, observations of professional development sessions, and public documents. Culturally responsive, educative evaluation will be used to iteratively improve the program. The resulting research and program materials will be disseminated widely through professional organizations dedicated to Latinx youth, engineering education, and out-of-school learning.

This Innovations in Development 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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TEAM MEMBERS: Amy Wilson-Lopez Alfonso Torres-Rua Marisela Martinez-Cola Colby Tofel-Grehl Alfonso Torres-Rua
resource project Media and Technology
This award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).

Math is everywhere in the world, but youth may see math as disconnected from their everyday experiences and wonder how math is relevant to their lives. There is evidence that informal math done by children is highly effective, involving efficiency, flexibility, and socializing. Yet, more is needed to understand how educators can support math engagement outside of school, and the role these out-of-school experiences can play relative to the classroom and lifelong STEM learning. This Innovations and Development Project seeks to conduct research on a location-based mobile app for informal mathematics learning. This research takes place at 9 informal learning sites and involves iteratively designing an app in which learners can view and contribute to an interactive map of math walk “stops” at these sites. Learners will be able to select locations and watch short videos or view pictures with text that describe how mathematical principles are present in their surroundings. For example, learners could use the app to discover how a painting by a local Latino artist uses ratio and scale, or how a ramp in downtown was designed with a specific slope to accommodate wheelchairs. Research studies will examine the affordances of augmented reality (AR) overlays where learners can hold up the camera of their mobile device, and see mathematical representations (e.g., lines, squares) layered over real-world objects in their camera feed. Research studies will also examine the impact of having learners create their own math walk stops at local informal learning sites, uploading pictures, descriptions, and linking audio they narrate, where they make observations about how math appears in their surroundings and pose interesting questions about STEM ideas and connections they wonder about.

This project draws on research on informal math learning, problem-posing, and culturally-sustaining pedagogies to conduct cycles of participatory design-based research on technology-supported math walks. The research questions are: How does posing mathematical scenarios in community-imbedded math walks impact learners’ attitudes about mathematics? How can experiencing AR overlays on real world objects highlight mathematical principles and allow learners to see math in the world around them? How can learners and informal educators be engaged as disseminators of content they create and as reviewers of mathematical content created by others? To answer these questions, five studies will be conducted where learners create math walk stops: without technology (Study 1), with a prototype version of the app (Study 2), and with or without AR overlays (Study 3). Studies will also compare children's experiences receiving math walk stops vs. creating their own stops (Study 4) and explore learners reviewing math walk stops made by their peers (Study 5). Using a community ethnography approach with qualitative and quantitative process data of how youth engage with the app and with each other, the project will determine how the development of math interest can be facilitated, how learner-driven problem generation can be scaffolded, and under what circumstances app-based math walks are most effective. The results will contribute to research on the development of interest, problem-posing, informal mathematics learning, and digital supports for STEM learning such as AR. This project will promote innovation and have strategic impact through a digital infrastructure that could be scaled up to support STEM walks anywhere in the world, while also building a local STEM learning ecosystem among informal learning sites focused on informal mathematics. This project is a partnership between Southern Methodist University, a nonprofit, talkSTEM that facilitates the creation of community math walks, and 9 informal learning providers. The project will directly serve approximately 500 grades 4-8 learners and 30-60 informal educators. The project will build capacity at 9 informal learning sites, which serve hundreds of thousands of students per year in their programming.

This Innovations in Development project is supported 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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TEAM MEMBERS: Candace Walkington Anthony Petrosino Cathy Ringstaff koshi dhingra Elizabeth Stringer
resource project Public Programs
Informal STEM education spaces like museums can intentionally serve surrounding communities and support sustainable and accessible engagement. Building from this base, the project takes a stance that the intersection of the museum, home/family life and the youth’s internal practices and disciplinary sense of self are rooted in history and culture. Thus, this CAREER work builds on the following principles: Black families and youth have rightful presence in STEM and in STEM learning environments; Black families are valuable learning partners; and Black youths need counterspaces to explore STEM as one mechanism for creating future disciplinary agency. In partnership with the Henry Ford Museum and the Detroit-Area Pre-College Engineering Program, the project seeks to (a) expand the field's understanding of how Black youth engineer and innovate; (b) investigate the influence of a culturally relevant curriculum on their engineering practices and identity, knowledge, and confidence; and (c) describe the ways Black families and museums support youth in engineering learning experiences. The work will center on the 20-hour “Innovate” curriculum which was designed by the museum to bridge design, innovation, and creation practices with the artifacts of innovators throughout time. The project comprises six weekend “Innovate” sessions and an at-home innovation experience plus participation in an annual Invention Convention. By focusing on these aims, 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.

The main research questions of this multiphase CAREER award are: (1) What practices do Black youths and families engage in as they address engineering, design, and innovation challenges? (2) In what ways does a culturally relevant museum-based innovation program influence the design and innovation practices and assessment performance of Black youths and families as they engage in engineering, design, and innovation across learning settings? (3) How does teaching innovation, design, and engineering through historical re-telling and reconstruction influence a youth’s perception of their own identities, abilities, and practices? and (4) How do Black families engage with informal STEM learning settings and what resources best support their engineering, design, and innovation exploration? Youth in sixth grade are the focus of the research. The work is guided by ecological systems, sociocultural learning, culturally relevant pedagogy, and community cultural wealth theories. During phase one, the focus will be to refine the curriculum and logistics of the study implementation. The investigator will enhance the curriculum to include narratives of Black innovators and engineers. Fifteen families will be recruited to participate in the program enhancement pilot and initial research cycle for phase two. In phase three another cohort of families will be recruited to participate. Survey research, narrative inquiry and digital ethnography will comprise the approaches to explore the research questions. The evaluation has a two-pronged focus: to assess (1) how well the enhanced Innovate curriculum and museum/home learning experience supports Black families’ participation and (2) how well the separate phases of the study connect and operate together to meet the research aims. The study’s findings can help families and informal practitioners leverage evidence-based approaches to support Black youth in making connections between history and out-of-school contexts to model and develop their innovative engineering practices. Additionally, this work has implications for Black undergraduate students who will develop skills through their mentorship and researcher roles, studying cultural practices and learning experiences. The research study and findings can inform the design of future museum/home learning programs and research opportunities for Black learners in informal learning spaces.

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: DeLean Tolbert Smith
resource project Exhibitions
Access to STEM information is unequal, with rural and poor communities often receiving the fewest public education science and science literacy opportunities. Rural areas also face unique STEM teaching and technology integration challenges. In fact, LatinX communities in rural areas are less likely to have access to educational resources and language supports available to LatinX communities in urban centers. This project will help address these inequities by engaging rural librarians, bilingual science communicators, polar scientists, and a technical team to create a series of five bilingual virtual reality (VR) experiences to enhance STEM understanding and appreciation. Project researchers will create a new channel for disseminating polar science, working first with rural Latinx communities in Wisconsin to create a new network between rural communities and university researchers. Involving rural librarians in the co-design of instruction process will produce new ways for rural libraries to engage their local communities and their growing Latinx populations with polar science learning experiences. Each of the five VR experiences will focus on a different area of research, using the captivating Arctic and Antarctic environments as a central theme to convey science. VR is a particularly powerful and apt approach, making it possible to visit places that most cannot experience first-hand while also learning about the wide range of significant research taking place in polar regions. After design, prototyping and testing are finished, the VR experiences will be freely available for use nationally in both rural and urban settings. Public engagement with science creates a multitude of mutual benefits that result from a better-informed society. These benefits include greater trust and more reasoned scrutiny of science along with increased interest in STEM careers, many of which have higher earning potential. The project team will partner with 51 rural libraries which are valued community outlets valuable outlets to improve science literacy and public engagement with science. The effects of this project will be seen with thousands of community members who take part in the testing of prototype VR experiences during development and scaled engagement through ongoing library programs utilizing the final VR experiences for years to come.

This project will create new informal STEM learning assessment techniques through combining prior efforts in the areas of educational data mining for stealth assessment and viewpoint similarity metrics through monitoring gaze direction. Results of the project contribute to the field of educational data mining (EDM), focusing on adopting its methods for VR learning experiences. EDM is a process of using fine grained interaction data from a digital system to support educationally relevant conclusions and has been applied extensively to intelligent tutors and more recently, educational videogames. This project will continue building on existing approaches by expanding to include the unique affordances of VR learning media, specifically gaze. The project will focus on predicting user quitting as well as assessing key learning goals within each experience and triangulate these predictive models with user observations and post-experience surveys. The eventual application of this foundational research would address the problem in assessing a learner using measures external to the experience itself (i.e., surveys) and instead provide new methods that instrument learners using only data generated by their actions within the learning context. These techniques will provide a new means for evaluating informal learning in immersive technology settings without need for explicit tagging. The findings from this project will enable a greater understanding of the relationship between a user’s experience and their learning outcomes, which may prove integral in the creation of educational interventions using VR technology.

This Innovations in Development 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. This project is also supported by the Office of Polar Programs.
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TEAM MEMBERS: Kevin Ponto David Gagnon
resource project Exhibitions
The AI behind Virtual Humans Exhibit aims to communicate to the public about the capabilities and impact of artificial intelligence (AI) through AI technologies used in Virtual Humans including facial recognition and natural language processing. AI has and will continue to profoundly impact society in the United States and around the globe. It is important to prepare the nation’s youth and the future workforce with fundamental knowledge of AI. Informal settings, such as museums, offer open and flexible opportunities in helping youth and the general public learn about AI. Virtual Humans provide an ideal vehicle to illustrate many fields of AI, as AI is arguably the science of building intelligence that thinks and acts like humans. Led by a multidisciplinary team of researchers with expertise in AI, learning design, and assessment from the Institute for Creative Technologies at University of Southern California and the Lawrence Hall of Science at University of California, Berkeley, this project will develop a Virtual Human exhibit to engage visitors through structured conversations with a Virtual Human, while showcasing how AI drives the Virtual Human’s behavior behind the scenes. The exhibit will include collaborative learning experiences for visitors such as parent-child, siblings and peers to explore what AI is and is not, what AI is and is not capable of, and what impact it will have on their lives.

The project will investigate three research questions: (1) How can a museum exhibit be designed to engage visitor dyads in collaborative learning about AI? (2) How can complex AI concepts underlying the Virtual Human be communicated in a way that is understandable by the general public? And (3) How does and to what extent the Virtual Human exhibit increase knowledge and reduce misconceptions about AI?

The project leverages existing conversational Virtual Human technology developed through decades of collaborative research in AI, including machine vision, natural language processing, automated reasoning, character animation, and machine learning. Set in the informal setting of a museum, the exhibit will be designed following evidence-based research in Computer Supported Collaborative Learning. The project team will use a mixed methods design, drawing on design-based research methodologies and experimental studies. The research team will conduct analysis of visitor observations and interviews for iterative formative improvement. Randomized experimental studies will be conducted in both lab and naturalistic environments to gauge visitor knowledge about AI. Quasi-experimental analyses will be performed to study the relationship between engagement with exhibit features and AI knowledge. The project will produce an interactive exhibit with a Virtual Human installed at the Lawrence Hall of Science and other participating museums, and instruments to measure AI learning. The project will also produce a website where visitors can experience parts of the exhibit online and continue more in-depth learning about AI and the Virtual Human technology. The project holds the potential for producing theoretical and practical advances in helping the general public develop an understanding of AI capability and ethics, advancing knowledge in the process through which young learners develop knowledge about AI, and formulating design principles for creating collaborative learning experiences in informal settings. The results will be disseminated through conference presentations, scholarly publications, and social media. The Virtual Human exhibit will be designed for dissemination and made available for installations at informal science education communities.
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TEAM MEMBERS: Ning Wang eric greenwald Ari Krakowski
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
resource project Professional Development, Conferences, and Networks
The informal science education (ISE) sector has an important role to play in addressing current societal issues, including changes in environmental conditions, systemic poverty, and societal responses to natural and manmade disasters. These complex social problems require engaging all sectors of society in deep discussions around science, engineering, technology, and mathematics (STEM) and inclusion, diversity, equity, and access (IDEA). To do this, ISE professionals need training in how to bring in diverse perspectives, support inclusive learning, and provide equal access to institutional policymaking, practices and systems. People from different backgrounds within informal science institutions (ISIs) and local communities bring new perspectives, identify new needs, and foster innovation. This broadening of perspectives is critical to address the complex social problems of the 21st century. A key part of the needed transformations in informal science institutions is the preparation of change agents within the ISE sector capable of reimagining what just and equitable informal science institutions might look like. iPAGE 2.0 is an NSF Advancing Informal STEM Learning (AISL) Innovations in Development project conducted by the Science Museum of Minnesota and the Garibay Group in concert with 27 ISIs from across the US. The overarching goal of the project is to support transformative change toward IDEA in the ISE sector. The project is based on an extension service model of knowledge diffusion which seeks to bridge the knowledge-to-action gap by creating intermediaries that can translate research into practical innovations that can be used by practitioners in ISIs. The project brings together teams of strategically placed individuals within ISIs and prepares them to work with their colleagues to enact research-based practices and practical organizational changes toward greater equity and diversity. This project is funded by the 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.

This ISE professional development initiative will work with annual first-year cohorts consisting of leadership teams from 4-6 ISIs. Each new cohort will spend 11 days together in a 5-day institute and three 2-day colloquia either virtually or at the Science Museum of Minnesota. Individuals and teams will adapt, implement, and refine ideas, strategies, and tools from the iPAGE 2.0 framework for use within their specific ISI context and broader professional networks and engage in ongoing communication and consultation with the iPAGE 2.0 community. All individuals on the team will develop skills, such as communication and collaboration expertise, to function as change agents acting to transform their organizations with respect to inclusion, diversity, equity, and access (IDEA) in STEM. Participants from previous cohorts will continue their roles as change agents and enhance learning in the iPAGE 2.0 community by sharing what they have learned at iPAGE 2.0 colloquia. The iPAGE 2.0 framework focuses on developing participants' understanding of 1) how structural inequalities function to reproduce social advantage and disadvantage within ISIs and the ISE sector; 2) the barriers, supports, and transmission vectors that contribute to or inhibit a continued shift in the sector toward IDEA within a network of practitioners, organizations, evaluators and researchers; and 3) how to prepare and support diversity change agents within the network. The project will employ a creative evaluation approach that combines developmental, principles-focused, arts-based, and transformative evaluation and an interactive, mixed-methods research study grounded in culturally responsive methodologies to address central questions concerning individual, organizational, and sector change. The project's primary audience is ISE professionals, and the secondary audience is researchers and evaluators working within the ISE sector. The project will work directly with an estimated 122 individuals from 27 ISIs.

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: E. Liesl Chatman Cecilia Garibay
resource project Informal/Formal Connections
Mentoring is a widely accepted strategy for helping youth see how their interests and abilities fit with education and career pathways; however, more research is needed to better understand how different approaches to mentoring impact youth participants. Near-peer mentoring can be a particularly impactful approach, particularly when youth can identify with their mentors. This project investigates three approaches to near-peer mentoring of high-school-aged Hispanic youth by Hispanic undergraduate mathematics majors. Mentoring approaches include undergraduates' visits to high school classrooms, mathematics social media, and a summer math research camp. These three components of the intervention are aimed at facilitating enjoyment of advanced mathematics through dynamic, experiential learning and helping high school aged youth to align themselves with other doers of mathematics on the academic stage just beyond them, i.e., college.

Using a Design-Based Research approach that involves mixed methods, the research investigates how the three different near-peer mentoring approaches impact youth participants' attitudes and interests related to studying mathematics and pursuing a career in mathematics, the youth's sense of whether they themselves are doers of mathematics, and the youth's academic progress in mathematics. The project design and research study focus on the development of mathematical identity, where a mathematics identity encompasses a person's self-understanding of himself or herself in the context of doing mathematics, and is grounded in Anderson (2007)'s four faces of identity: Engage, Imagine, Achieve, and Nature. The study findings have the potential to uncover associations between informal interactions involving the near-peer groups of high school aged youth and undergraduates seen to impact attitudes, achievement, course selection choices, and identities relative to mathematics. It also responds to an important gap in current understandings regarding effective communication of mathematics through social media outlets, and results will describe the value of in-person mathematical interactions as well as online interactions through social media. The study will result in a model for using informal near-peer mentoring and social media applications for attracting young people to study and pursue careers in STEM. This project will also result in a body of scripted MathShow presentations and materials and Math Social Media content that will be publicly available to audiences internationally via YouTube and Instagram.

This Research in Service to Practice 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.

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: Aaron Wilson Sergey Grigorian Xiaohui Wang Mayra Ortiz
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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