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resource research Media and Technology
In December of 2019, TERC and the University of Notre Dame convened a group of 21 early childhood reading, family learning, and informal STEM education experts to explore the role of children’s fiction books as a tool for supporting STEM learning with young children and their families. Participants included educators and researchers from across the country representing a broad range of learning contexts, professional roles, audience focus areas, and STEM discipline expertise. Through the discussions, the group developed a series of recommendations for future work, with a particular focus on
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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 Exhibitions
Museums and similar informal learning settings offer opportunities for children and families to learn together in an engaging way. Current exhibits rely mainly on parents, teachers, signage, and staff in science museums to provide support and guidance. Since it is not always feasible to have knowledgeable staff on hand and not all parents have the same knowledge and background, children receive varied support and people often miss the point of the learning experience or activity. This project will develop and research a new genre of Smart Science Exhibits that use artificial intelligence (AI) in an adaptive system to support children in learning science by doing science. The aim of the project is to incorporate AI adaptivity and personalization to maximize inquiry-based STEM learning and engagement in informal learning settings. This research builds on the project team's first Smart Science Exhibit (EarthShake), which uses AI vision to give interactive feedback to visitors based on their actions and guides them through scientific inquiry. In the project's preliminary work, the first smart exhibit demonstrated higher engagement and more learning gains than resulted from a traditional museum exhibit addressing the same scientific content. Smart exhibits can extend and enhance the limited support that staff and parents can provide. This project will develop and investigate adaptive approaches to mixing exploration and AI guidance, which will personalize feedback during constructive exploration. The project will build on learning science techniques and technology, proven in intelligent tutoring systems in formal settings, and apply this to different informal learning contexts. The goal is to provide just-in-time learning support, which will extend the time visitors spend with exhibits, thereby deepening inquiry-based science learning. The project is partnering with science museums and afterschool programs, which will enable thousands of children and families from a wide variety of backgrounds to use the project's smart exhibits each year. Smart Science Exhibits is funded by the Advancing Informal STEM Learning (AISL) program which supports innovative research, approaches, and resources as part of its overall strategy to enhance learning in informal environments.

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

This Innovations in Development award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Nesra Yannier Scott Hudson Ken Koedinger
resource project Public Programs
Makerspaces are learning environments that engage participants in authentic science and engineering practices, using hands-on and collaborative approaches to support activities and projects that foster creativity, interest, and skill development. Recently there has been a rapid growth of makerspaces in schools and in informal places like museums, libraries, and community centers. However, many of these spaces are not accessible to all members of society. This project will produce a model for a STEM makerspace that focuses on increasing access. The model has four critical components that operate together: affordable housing, informal STEM learning, maker education, and multi-generational learning. This project will develop and study the community-based, multigenerational makerspace model for Bayview Towers, a 200-unit affordable housing complex in Connecticut. The Multi-Gen STEM Makerspaces project brings together CAST, a non-profit education research organization, the NHP Foundation/Operation Pathways, a national affordable housing provider, and the Boston University Social Learning Lab, which researches the social context for STEM learning. The project will produce a Multi-Gen Maker Playbook comprised of an educational guide for a series of four-week workshops around different themes and modes of making. The Playbook will also serve as a program model that guides similar communities on how to create and run sustainable and thriving maker programs of their own. Families in the Bayview Towers community will build an understanding of science, technology, engineering, and mathematics (STEM) concepts through participation in an onsite makerspace. Families will relate what they are doing through making to longer-term goals connected to STEM learning, education, and careers. The project will also enable the engagement of individuals in the co-design (individuals provide creative contributions) of making that can be translated into community structures and values that support a sustainable makerspace. The affordable housing context will provide understanding of individual and other social factors that impact learners' sense of STEM identity. The project will support mobility from poverty by including STEM learning as part of the resident services.

The research will examine how low income communities access, engage, and learn in makerspaces, and relate their learning to relevant goals. The team will use design-based research (DBR) whereby participants and researchers work together to design interventions intended to explore theory through cycles of enactment, analysis, and revision. The DBR research will answer the following questions:


In what ways, if any, does the model support residents experiencing STEM learning as consequential?
What kind of making goals do residents set and how do they embed STEM in these goals?
If residents experience STEM learning as consequential through the workshops, do they also see the relationship between their making goals and longer term goals?
Do those residents that use the makerspace more frequently experience more positive outcomes in terms of consequential STEM learning?
How do the various makerspace structures - training of facilitators, dedicated space and equipment, Playbook - support the model?
Are groups of residents participating regularly in the makerspace and if so, who is in these groups? Do these groups start to identify as a maker community? Is the community finding the makerspace of value?
In what ways does the organization and operations of the makerspace support building a sustainable model for multigenerational and consequential learning?


Participants will include 90 youth and 90 adults from the resident community at Bayview Towers. Research data to be collected includes open-ended response measures for scoring residents' interpretation, analysis and understanding of each workshop elements. Also, interview protocols will be used to guide the refinement of the Multi-Gen Maker Playbook features and analyze usability, feasibility, engagement and user experience of the Multi-Gen Maker Playbook within the platform. The program will use semi-structured interview protocols on participants' goals and STEM identity and focus group protocols on community maker values and makerspace structures. Additionally, a Likert-style survey on STEM identity will also be adapted from the Science Identity Scale. Project evaluation will examine the overall achievement of program goals and objectives. Project results will be communicated by traditional means of dissemination to scholars and practitioners. The team will also create targeted digital media, including online articles, podcast interviews, and blog posts, to reach a broader audience.


This Innovations in Development 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: Sam Catherine Johnston Kathleen Corriveau Jess Gropen Kim Ducharme Kenneth White
resource project Exhibitions
A long history of research suggests that early informal STEM learning experiences such as block play, puzzles, visiting zoos and science museums can build a strong foundation for STEM learning and which leads to later STEM success. Yet, children from low-income and historically underserved communities have less access to these opportunities due to scarce resources and barriers to access such as transportation and cost. To address these challenges, this project will endeavor to infuse public urban spaces such as local parks, bus-stops, and grocery stores with playful and engaging informal STEM learning opportunities in low-income Latinx neighborhoods as a strategy for understanding how public spaces, when co-designed with community partners and informed by the science of learning, can foster rich, informal STEM learning experiences for young children in neighborhood places where families naturally spend time. This project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.

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

This Innovations in Development award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Andres Bustamante Kathy Hirsh-Pasek June Ahn
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, 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. 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 aims to understand ways to empower Latinx families (adult caregivers) to feel confident in their ability to support their middle school-aged girls in science and engineering activities. The project involves seven weeks of family programming around rockets or urban farming, as well as separate conversation groups for adult family members and girls. The project is relevant for several reasons: females and Latinx individuals are both underrepresented in science, technology, engineering, and math (STEM) coursework and careers; girls tend to lose interest in STEM by middle school age; and adult family members may have an impact on their children's attitudes and interests. The project partners with school districts and nonprofit organizations in Arizona and California.

This multidisciplinary project's priority is broadening participation, with a focus on increasing Latina girls' science and engineering interests through Family Project-Based Learning Activities, Conversation Groups, and a cultivated Community of Learners. It is based on the frameworks of Social Cognitive Career Theory and Community Cultural Wealth. The project aims to empower families (adult caregivers) to feel confident in their ability to support their daughters in science and engineering activities, which is often low especially among Latinx parents. The project will develop and evaluate two out-of-school enrichment methods for aiding families in encouraging and supporting their daughters in science: Family Problem-Based Learning Activities, which focus on rockets and urban farming, and Conversation Groups, which provide information and discussion for separate groups of parents and girls. A series of pilot studies will be conducted with 80 families to iteratively evaluate and improve the materials and procedure prior to the main study with 180 families, featuring a factorial design with a control group.

The materials developed and research findings may inform similar projects, especially those for students from culturally and linguistically diverse backgrounds and projects seeking to enhance the role of families in learning. The hypothesis guiding the project is that the greatest gains will be produced with the synergistic combination of enrichment methods. Another component that can potentially have broad impact is working to create environments where Community Cultural Wealth is recognized and enhanced through interactions of different families, creating Communities of Learners. This can inform projects that recognize the importance of community and/or that seek to use culture as an asset. The proposed study will engage three geographically distributed universities and several community partners. It will also provide university students and community leaders opportunities for work on instructional design, implementation, and research. The team will disseminate their findings and methods through multiple avenues to reach researchers, parents, leaders, curators, and educators in informal and K-12 settings.

This Research in Service to Practice 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: Katherine Short-Meyerson Peter Rillero Peter Meyerson Margarita Jimenez-Silva Christopher Edwards
resource research Public Programs
Young people's decisions to study post-compulsory science are strongly influenced by the attitude of their parents, but many families, especially those from deprived backgrounds, see science as ‘narrow’ and ‘not for us’. We asked whether family attendance at a science festival — a growing but under-studied activity — could shift attitudes. Our mixed-methods study found parents from more deprived areas were disproportionately likely to say attendance had improved their perception of science. Parents from the most deprived areas were significantly more likely to feel increased positivity about
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TEAM MEMBERS: Cherry Canovan
resource research Public Programs
Playscapes are intentionally designed nature-focused play environments for young children where children learn through exploration, discovery, play and adult supported provocations. The primary objective of this ongoing research-in-service to practice project is to engage in a collaborative mixed methods study to investigate aspects of science, technology, engineering, and math (STEM) learning with regard to playscape design, teacher efficacy, children’s learning, and dosage effects. It builds upon a previous NSF Pathways study. The goal of this poster is to showcase the usable research and
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TEAM MEMBERS: Victoria Carr Rhonda Brown Heidi Kloos Leslie Kochanowski Sue Schlembach Catherine Maltbie
resource research Public Programs
This poster was presented at the 2019 Association of Science-Technology Centers (ASTC) Annual Conference. It describes the Move2Learn project, which studies embodied interactions during science learning in order to articulate design principles about how museum exhibits can most effectively encourage cognitive and physical engagement with science.
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TEAM MEMBERS: Cheryl Juarez
resource research Media and Technology
The Brains On! exploratory research study was guided by three overarching research questions: Who is the audience for Brains On! and what are their motivations for listening to children’s science podcasts? How are Brains On! listeners using the podcast and engaging with its content? What kinds of impacts does Brains On! have on its audiences? These questions were answered through a three-phase mixed-methods research design. Each phase informed the next, providing additional insights into answering the research questions. Phase 1 was a review of a sample of secondary data in the
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TEAM MEMBERS: Amy Grack Nelson Scott Van Cleave Juan Dominguez Reba Isaak
resource research Media and Technology
The Brains On! exploratory research study was guided by three overarching research questions: Who is the audience for Brains On! and what are their motivations for listening to children’s science podcasts? How are Brains On! listeners using the podcast and engaging with its content? What kinds of impacts does Brains On! have on its audiences? These questions were answered through a three-phase mixed-methods research design. Each phase informed the next, providing additional insights into answering the research questions. Phase 1 was a review of a sample of secondary data in the
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TEAM MEMBERS: Amy Grack Nelson Scott Van Cleave Juan Dominguez
resource evaluation Public Programs
The Brooklyn Botanic Garden (BBG) and Brooklyn Academy of Science and the Environment (BASE) contracted RK&A to conduct an evaluation of their partnership’s progress and outcomes over three years. The goal of the summative evaluation is to explore students, families, and teachers’ perceptions of and relationship to BBG and the BBG-BASE partnership. The evaluation also explored attitudes and understandings of how to engage in nature exploration, scientific inquiry, and environmental stewardship in a meaningful way. How did we approach this study? RK&A developed questionnaires to be
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