Identity development frameworks provide insight into why and to what extent individuals engage in STEM related activities. While studies of “STEM identity” often build off previously validated disciplinary and/or science identity frameworks, quantitative analyses of constructs that specifically measure STEM identity and its antecedents are scarce, making it challenging for researchers or practitioners to apply a measurement-based perspective of participation in opportunities billed as “STEM.” In this study, we tested two expanded structural equation models of STEM identity development
An individual's sense of themselves as a “STEM person” is largely formed through recognition feedback. Unfortunately, for many minoritized individuals who engage in STEM (science, technology, engineering, and mathematics) in formal and informal spaces, this recognition often adheres to long-standing exclusionary expectations of what STEM participation entails and institutionalized stereotypes of what it means to be a STEM person. However, caregivers, who necessarily share cultural backgrounds, norms, and values with their children, can play an important role in recognizing their children's
DATE:
TEAM MEMBERS:
Heidi CianRemy DouSheila CastroElizabeth Palma-D'souzaAlexandra Martinez
It is estimated that over 95% of all school children across the country are out of the classroom due to social distancing mandates in response to the COVID-19 pandemic. Almost overnight, families have had to develop and support new practices for learning at home as districts scramble to meet the academic, social and emotional needs of their communities. It is essential to collect data now to develop a deeper understanding of how schools and families are adapting to these changes and will continue to do so in coming weeks/months - the troubles they encounter, and the solutions they generate. Retrospective accounts may mask critical features of what was experienced, minimizing the country’s capacity to conceptualize and build more robust, equitable and transformative learning ecologies for the future. Emphasizing an equity approach to solution development, this research will document how families engage in creative practices to generate powerful learning based on local needs, values, contexts, and histories in this present crisis. It will address the following questions: (1) What resources are schools providing and how are parents navigating and extending these resources to sustain their child’s learning? (2) How are families exploring science and math concepts related to the pandemic? (3) How are parents and families learning to adapt (e.g. communication with teachers; broader social networks) and what challenges do they face (e.g. subscription costs; reliable Internet)? (4) How are digital resources for STEM, curated by the research team, utilized for learning?
Emergency school closures are exposing significant gaps in access to the Internet and communication devices, and the capacity of parents/caregivers and communities to capitalize on technology to sustain health-relevant learning in a time of crisis. This project will use a novel, remote-diary tool based on a smartphone-enabled data collection platform, to reach families across the country. Mobile-phone-enabled remote diary tools make it possible to reach families who are under-connected, not just those with robust technical infrastructure. The data collected will lay the groundwork for creating new socio-technical support systems informed by diverse families’ experiences, as the crisis unfolds. Approximately 200 parents with school age children (early and upper elementary grades) living at home will be recruited. This study and a subsequent virtual workshop with other researchers who are also using remote methods to study learning will help establish a broader research agenda to specify the conditions under which socio-technical systems productively augment a family’s capacity to innovate and learn when traditional co-located school settings disappear. It will advance our understanding of how human learning adapts to unexpectedly changed learning environments. This study draws on advances in remote data collection and new analytical tools for innovation in research design.
In July 2020, Dr. Brigid Barron and her team at Stanford University’s Graduate School of Education and the Joan Ganz Cooney Center convened a virtual workshop to mobilize a community of investigators to explore innovative methods for studying family and community learning during the pandemic. Participants included NSF RAPID-COVID grantees from Stanford University, University of Washington, and the University of Michigan.
This report summarizes the strategies and insights generated at this workshop so that they may be shared among a wider network of researchers, practitioners, funders, and
This practitioner guide summarizes lessons learned from a three-year design-based research project focused on using elements of narrative (such as characters, settings, and problem frames) to evoke empathy and support girls' engagement in engineering design practices. The guide includes a summary of the driving concepts and key research findings from this work, as well as design principles for creating narrative-based engineering activities. Six activity case studies illustrate the design principles in action, and facilitation tips and observation tools offer practical guidance in developing
For both parents and educators, monitoring and adjusting their behaviors to ensure that children develop appropriate prosocial and learning behaviors is a complex balance between nurturance and limit setting. When these interactions are strained, negative or coercive cycles may emerge that delay appropriate development and exacerbate existing impairment. To disrupt the development of coercive cycles, adults must have the ability to accurately assess the quality of their interactions with children and integrate this information into personal change. Approaches to measuring these types of interactions will inform what we know about the mechanisms of child social, emotional, and learning development in STEM learning settings, and enable the creation of adaptive interventions for those moments when support is most needed. This project envisions a closed-loop intervention framework to promote a supportive and interactive environment around children. Smart wearables will sense interaction and responses between the children and their parents or educators, using embedded machine learning technology to recognize supportive behaviors. The perceived behaviors will be sent to a cloud server where adaptive interaction strategies will be identified from either online psychological consultation or artificial intelligence. These interaction strategies will then be provided to the parents and educators in the form of guidance cues to promote a supportive STEM learning environment around the children.
This planning project aims to understand the barriers and critical problems in the implementation of smart technology and psychological strategies to support adult-child interactions in STEM learning settings. The work will proceed by convening key stakeholders (parent organizations, formal educational institutions, and informal educational institutions) in a series of iterative discussions to produce a set of adult-child behavioral targets that are essential to children’s development of social, emotional, and learning skills. Further discussions will then identify mechanisms to enhance these behaviors, and reduce competing, less effective approaches. Qualitative thematic analysis of the discussions will be used to capture these behaviors and mechanisms. Then technologies will be developed to measure, provide feedback on, and improve these behaviors. These devices will be piloted with adult-child dyads. Audiovisual data collected by the devices will be human coded as well as processed by algorithms to vet the technological capacity of the devices to detect and respond to targeted behaviors. A series of debriefing interviews and surveys with adult-child dyads will be used to determine the feasibility, acceptability, and utility of the devices. The collected preliminary data will support the forming of critical technological and social science research questions that co-inform one another: questions about the social engagement between adults and children will drive the technical research, and what can be discovered via the technological research will open up new questions that can be posed about social engagement between children and adults. Adult-child interactions are key social factors that integrate to produce student social, emotional, and academic outcomes. Within our informal educational communities, our formal educational communities, and our familial communities it is essential to find the best mechanisms for measuring, providing feedback, and improving these interactions. This work thus seeks to advance a new approach to, and evidence-based understanding of, the development of STEM learning. This Smart and Connected Communities project is also supported by the Advancing Informal STEM Learning 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 award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).
Despite the rich scientific evidence of adaptations and their evolutionary basis, there are concerning public misconceptions about evolution, processes of natural selection, and adaptations in the biodiverse world. Such misconceptions begin early. Younger elementary school children are often resistant to the idea that one “kind” of animal could descend from a completely different kind of animal, and they see features as having always existed. Other misconceptions lead to an inaccurate belief that changes in individual organisms acquired in a lifetime are passed directly on to offspring or that entire populations transform as a whole. These cognitive biases and "intuitive” misunderstandings can persist into adulthood. This Innovations in Development project will counter that narrative through an informal science project focusing on the blue whale one of nature’s most spectacular stories of adaptation. It is a species that lives life at extremes: a long-distance migrator, a deep diver, an extravagant eater, the largest animal to ever exist. With its awe-inspiring size and rich mosaic of anatomical, physiological, and behavioral specializations, it serves as a bridge to an enriched understanding of universal concepts in elementary biology and can begin to dispel the deeply rooted misconceptions. The project deliverables include a giant screen film documenting the field work of research scientists studying the blue whales in the Indian Ocean and Gulf of Mexico; multi-platform educational modules and programs that will build on the blue whale content from the film for use in science center programs and rural libraries; and professional development webinars that will offer content utilization and presentation skills for ISE facilitators. Project partners include California Science Center, STAR Library Education Network, HHMI Tangled Bank Studios and SK Films.
The external evaluation studies will gather data from 20 participating rural libraries and 6 science museums. A formative evaluation of the film will be conducted in a giant screen theater setting with 75 families. After viewing a fine-cut version of the film they will complete age-appropriate post-viewing surveys on the film’s engagement, storytelling, content appeal and clarity, and learning value in communicating key science concepts. An external summative evaluation will include three studies. Study 1 will assess the implementation of the project at the 26 organizations, addressing the question: To what extent is the project implemented as envisioned in the libraries and science center settings? Baseline information will be collected, and later partners will complete post-grant surveys to report on their actual implementation of the project elements. In addition, the study will examine outcomes relating to professional development. Study 2 will be an evaluation of the film as experienced by 400 youth and parents in science centers and examining the question: To what extent does experiencing the film engage youth and parents and affect their interest, curiosity, and knowledge of blue whales, adaptations, and the scientific process? Study 3 will examine: To what extent and how does experiencing an educational module (virtual field trips, hands on activities, augmented reality) affect youth and parents’ interest, curiosity, and knowledge of adaptations and scientific process?
Many Black youth in both urban and rural areas lack engaging opportunities to learn mathematics in a manner that leads to full participation in STEM. The Young People’s Project (YPP), the Baltimore Algebra Project (BAP), and the Education for Liberation Network (EdLib) each have over two decades of experience working on this issue. In the city of Baltimore, where 90% of youth in poverty are Black, and only 5% of these students meet or exceed expectations in math, BAP, a youth led organization, develops and employs high school and college age youth to provide after-school tutoring in Algebra 1, and to advocate for a more just education for themselves and their peers. YPP works in urban or rural low income communities that span the country developing Math Literacy Worker programs that employ young people ages 14-22 to create spaces to help their younger peers learn math. Building on these deep and rich experiences, this Innovations in Development project studies how Black students see themselves as mathematicians in the context of paid peer-to-peer math teaching--a combined social, pedagogical, and economic strategy. Focusing primarily in Baltimore, the project studies how young people grow into new self-definitions through their work in informal, student-determined math learning spaces, structured collaboratively with adults who are experts in both mathematics and youth development. The project seeks to demonstrate the benefits of investing in young people as learners, teachers, and educational collaborators as part of a core strategy to improve math learning outcomes for all students.
The project uses a mixed methods approach to describe how mathematical identity develops over time in young people employed in a Youth-Directed Mathematics Collaboratory. 60 high school aged students with varying mathematical backgrounds (first in Baltimore and later in Boston) will learn how to develop peer- and near-peer led math activities with local young people in informal settings, after-school programs, camps, and community centers, reaching approximately 600 youth/children. The high school aged youth employed in this project will develop their own math skills and their own pedagogical skills through the already existing YPP and BAP structures, made up largely of peers and near-peers just like themselves. They will also participate in on-going conversations within the Collaboratory and with the community about the cultural significance of doing mathematics, which for YPP and BAP is a part of the ongoing Civil Rights/Human Rights movement. Mathematical identity will be studied along four dimensions: (a) students’ sequencing and interpretation of past mathematical experiences (autobiographical identity); (b) other people’s talk to them and their talk about themselves as learners, doers, and teachers of mathematics (discoursal identity); (c) the development of their own voices in descriptions and uses of mathematical knowledge and ideas (authorial identity); and (d) their acceptance or rejection of available selfhoods (socio-culturally available identity). Intended outcomes from the project include a clear description of how mathematical identity develops in paid peer-teaching contexts, and growing recognition from both local communities and policy-makers that young people have a key role to play, not only as learners, but also as teachers and as co-researchers of mathematics education.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
DATE:
-
TEAM MEMBERS:
Jay GillenMaisha MosesThomas NikundiweNaama LewisAlice Cook
This project addresses a longstanding problem in informal science education: how to increase the likelihood of consequential science, technology, engineering, and mathematics (STEM) learning from short duration experiences such as field trips. Although informal learning experiences can greatly contribute to interest in and knowledge of science, there is a shared concern among educators and researchers that students may have difficulty recalling and using scientific information and practices emphasized during these experiences, even though doing so would further their science learning. Nonetheless, science learning is rarely, if ever, a "one-shot deal." Children acquire knowledge about science cumulatively across different contexts and activities. Therefore, it is important that informal science learning institutions identify effective practices that support the consolidation of learning and memory from exhibit experiences to foster portable, usable knowledge across contexts, such as from informal science learning institutions, to classrooms, and homes. To this end, this Research in Service to Practice project seeks to harness the power and potential of visual representations (e.g., graphs, drawings, charts, maps, etc.) for enhancing learning and encouraging effective reflection during and after science learning experiences. The project promises to increase learning for the 9,000+ 5th and 6th grade students from across the rurality and growing diversity of the state of Maine who annually participate in LabVenture, a 2.5-hour exploration of the Gulf of Maine ecosystem at Gulf of Maine Research Institute. The research will provide new and actionable informal science learning practices that promote engagement with visual representations and reflection, and science understandings that can be applied broadly by informal science institutions. This project is funded by the Advancing Informal STEM Learning (AISL) and the Discovery Research PreK-12 (DRK-12) programs. It supports the AISL program goals to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. It supports the DRK-12 program goal of enhancing the learning and teaching of STEM by preK-12 students and teachers.
The project is grounded in the idea that visual representations, including drawings, can both enhance science learning and encourage reflection on doing science that can support extension of that learning beyond a singular informal science experience. The project uses design-based research to address the following research questions: (1) Does reflection during an informal science learning experience promote students’ retention and subsequent use of science information and practices that are part of the experience? (2) Does interpreting and constructing visual representations, such as drawings, improve students’ understanding and retention of information, and if so, how and when? and (3) Does combining visual representations and narrative reflections confer benefits on students’ science learning and engagement in science practices both during the informal learning experience, and later in their classrooms and at home? These questions will be pursued in collaboration with practitioners (both informal educators and classroom teachers) and a diverse team of graduate and undergraduate student researchers. Approximately 600 student groups (roughly 3000 individual students) will be observed during the LabVenture experience, with further data collection involving a portion of these students at school and at home. The project will yield resources and video demonstrations of field-tested, empirically based practices that promote engagement with visual representations and reflection, and science understandings that can travel within students' learning ecosystem. In support of broadening participation, the undergraduate/graduate student researchers will gain wide understanding and experience connecting research to practice and communicating science to academic and nonacademic audiences.
Early childhood is a critical time for developing foundational knowledge, skills, and interest in science, technology, engineering, and mathematics (STEM). For that reason, the Public Broadcasting Service (PBS) places a great priority on developing early childhood STEM content, especially through its television shows that are watched by over 60% of young children in the United States. Research suggests that adding in-the-moment interaction to television watching promotes learning and engagement. Toward this end, researchers from the University of California, Irvine and PBS KIDS have prototyped interactive versions of science shows that children view on internet-connected devices while they communicate with the main character powered by an AI conversational agent. Pilot studies show that when children watch these new interactive videos with the main character pausing periodically to ask probing questions about the learning goals of the episode and following up with appropriate responses, they are more engaged and learn more about science, with heightened benefits for children who speak languages other than English at home. Based on these early results, in this Innovations in Development project the research team will develop, test and produce publicly available conversational episodes for two PBS KIDS television shows, one focused on science and the other on computational thinking.
The project will iteratively study and develop six conversational videos with novel forms of support for children, including extended back-and-forth conversation that builds upon a child's responses, visual scaffolding that facilitates verbal communication, and bilingual language processing so that children can answer in English or Spanish. The conversational videos will be evaluated in both lab-based and home settings. The lab-based study will involve 600 children ages 3-7 in a predominantly low-income Latino community in Southern California, in which researchers compare children’s learning and engagement when watching the conversational videos with three other formats: (1) watching the non-interactive broadcast version of the video; (2) watching the video with pseudo-interaction, in which the main character asks questions and gives a generic response after a fixed amount of time but can’t understand what the child says; or (3) watching the broadcast version of the video with a human co-viewer who pauses the video and asks questions. The home-based study will involve 80 families assigned to watch either the non-interactive or interactive videos as many times as they want over a month at home. In both the lab-based and home studies, pre- and post-tests will be used to examine the impact of video watching on science and language learning, and log data will be used to assess children’s verbalization and engagement while watching. Following the home study, the six videos will be further refined and made available for free to the public through the PBS KIDS apps and website, which are visited by more than 13 million users a month. Beyond providing engaging science learning opportunities to children throughout the country, this study will yield important insights into the design, usability, feasibility, and effectiveness of incorporating conversational agents into children’s STEM-oriented video content, with implications for extending this innovation to other educational media such as e-books, games, apps, and toys.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
DATE:
-
TEAM MEMBERS:
Mark WarschauerSilvia LovatoAndres BustamanteAbby JenkinsYing Xu
This award is funded in whole or in part under the American Rescue Plan Act of 2021 (Public Law 117-2).
The Accessible Oceans study will design auditory displays that support learning and understanding of ocean data in informal learning environments like museums, science centers, and aquariums. Most data presentations in these spaces use visual display techniques such as graphs, charts, and computer-generated visualizations, resulting in inequitable access for learners with vision impairment or other print-related disabilities. While music, sound effects, and environmental sounds are sometimes used, these audio methods are inadequate for conveying quantitative information. The project will use sonification (turning data into sound) to convey meaningful aspects of ocean science data to increase access to ocean data and ocean literacy. The project will advance knowledge on the design of auditory displays for all learners, with and without disabilities, as well as advance the use of technology for STEM formal and informal education. The study will include 425 participants but will reach tens of thousands through the development of education materials, public reporting, and social media. The study will partner with the Smithsonian National Museum of Natural History, Woods Hole Oceanographic Institution Ocean Discovery Center, the Georgia Aquarium, the Eugene Science Center, the Atlanta Center for the Visually Impaired, and Perkins School for the Blind.
The project will leverage existing educational ocean datasets from the NSF-funded Ocean Observatories Initiative to produce and evaluate the feasibility of using integrated auditory displays to communicate tiered learning objectives of oceanographic principles. Integrated auditory displays will each be comprised of a data sonification and a context-setting audio introduction that will help to make sure all users start with the same basic information about the phenomenon. The displays will be developed through a user-centered design process that will engage ocean science experts, visually impaired students and adults (and their teachers), and design-oriented undergraduate and graduate students. The project will support advocacy skills for inclusive design and will provide valuable training opportunities for graduate and undergraduate students in human-centered design and accessibility. The project will have foundational utility in auditory display, STEM education, human-computer interaction, and other disciplines, contributing new strategies for representing quantitative information that can be applied across STEM disciplines that use similar visual data displays. The project will generate publicly accessible resources to advance studies of inclusive approaches on motivating learners with and without disabilities to learn more about and consider careers in STEM.
This Pilots and Feasibility Studies project is supported 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.
Cyberchase: Mobile Adventures in STEM is designed to advance the STEM learning of children ages 6-8 and engage low-income families in informal STEM interactions. Based on a successful NSF-funded pilot, the project combines the appeal of the PBS KIDS series Cyberchase and the potential of mobile texting to deliver informal learning. WNET and Education Development Center will produce: three Cyberchase videos that blend math and environmental content; a bilingual family engagement campaign in 15 communities across the U.S. that combines this media with weekly text-based engagement; and research into use and impact of the model among low-income Latinx families. Mobile Adventures addresses the need to better engage underserved families in informal science practices that are foundational for future STEM learning. While the materials target low-income communities broadly, research will focus on low-income Latinx families with children ages 6-8, an age group overlooked in previous research on educational uses of texting. A needs assessment and formative testing will ensure that the project design meets the needs and interests of diverse Latinx and other families.
The goal of Mobile Adventures is to build knowledge about how innovative, culturally responsive tools can help Latinx and low-income families engage in fun STEM learning at home. A three-tiered research study will address the question: how and to what extent does a mobile text-and-media approach to delivering informal STEM learning materials foster joint media engagement between children and parents, building new repertoires for learning together? The study will combine analysis of observation in homes and community settings, backend data, and pre/post surveys. Research will deepen understanding of effective family engagement models that make media a central component, the potential of text messaging as a stimulus to parent/child STEM learning, and maximal design of media and community engagement to serve low-income Latinx families. Findings will be disseminated through national conferences and journals. The Cyberchase videos, distributed free on broadcast and digital platforms, will build the STEM literacy of millions of diverse children, while the family engagement campaign will involve a projected 3,750 families in 15 locations. Evaluation will assess how well the project has met its goals.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.