Environmental Protectors is a four-year project based at the University of California at Berkeley’s Lawrence Hall of Science. The project is designed to explore the educational and developmental impact of an informal science education programming model that features Community and Citizen Science (CCS) activities for youth of color residing in urban communities. The project is grounded in hypothesis that CCS-focused experiences result in learning outcomes that better position youth of color to more effectively engage in Science, Technology, Engineering, and Mathematics (STEM) related educational, occupational, and civic activities. Each year, in three economically challenged urban communities located throughout the country, youth of color between the ages of 14 and 18 will participate in month-long summer or semester-long afterschool programs. These programs will feature CCS-related activities that include collection, analysis, interpretation and presentation of data that addresses local, pressing environmental quality concerns, such as soil lead contamination and air particulate matter pollution. The project will use a mix of qualitative and quantitative data collection and analysis to assess the impact of youth engagement in these CCS activities. Overall, through its implementation the project aims to generate information useful in nationwide efforts designed to identify effective strategies and approaches that contribute to increasing STEM understanding and interest among youth of color.
Project research is guided by the following questions: A) What are ways to increase STEM engagement among those who have typically been underrepresented in Community and Citizen Science (CCS) research projects in particular and STEM in general? B) When youth are engaged in CCS, what outcomes are observed related to their science agency and science activism? What other unanticipated outcomes are observed related to benefits of participation and learning? C) How does science activism develop in youth participating in CCS?; and D) How do differences in program implementation impact youth outcomes. In particular, the project explores the manner in which particular CCS activities (e.g., project design, data analysis and interpretation, data presentation) impact youth “Science Agency,” defined as a combination of constructs that include Science Identity (i.e., sense of themselves as science thinkers), Science Value (i.e., awareness of the potential benefits of applying scientific practices to addressing critical community health and environmental issues) and Science Competency Beliefs (i.e., belief of themselves as competent science practitioners) and “Science Activism,” defined as a combination of perceived behavioral control and personal salience. Through its execution the project will refine a theory of learning that makes explicit connections between these constructs. Information derived from the execution of the project will contribute to deeper understanding of the potential for using of CCS projects as a key component of science education environments in urban areas and in general.
This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program.
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:
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TEAM MEMBERS:
Mark WarschauerSilvia LovatoAndres BustamanteAbby JenkinsYing Xu
Public outdoor spaces present opportunities for social experiences and learning. This Broader Implementation project will expand and evaluate a model that transforms urban public spaces into accessible and engaging environments for learning social science in outdoor public spaces. The model combines social science inquiry exhibits, place making and human facilitation of learning experiences in outdoor public areas. Project exhibits use the facilitated social interactions as both the content of and medium for the experiences. This project will adapt the existing exhibits and add new exhibits and facilitation techniques for testing in three different urban environments. Project research will explore the efficacy of these adaptations and revised facilitation techniques for the different settings in collaboration with civic partners at each site. The project will share the model and research findings widely through the Exploratorium website and publications for researchers, developers, and educators.
The team’s prior research showed that facilitators improved multiple learning outcomes with the current exhibits. Visitors acquired new social observation skills, reflected on their own experiences, perceptions, and actions, and increased their awareness for how social behavior, cognition, and emotion can be studied scientifically. Building on the prior research, the project will install the exhibition and test its efficacy in three different urban environments and explore the adaptations that are required for different settings with different civic partners. The project will use design-based research to develop a new theoretical model of facilitation strategies for supporting science learning in outdoor public spaces. For evaluation, the project will use mixed methods, including observations, interviews, surveys, and document review. Evaluation will assess success in attracting and engaging visitors; conveying social science concepts; prompting self-reflection of judgments and actions; and fostering empathy among those with different social identities. The project will assess the extent to which participants, particularly those from marginalized communities, experience feelings of belonging and inclusion. The project will be presented in three sites which represent the significant diversity, income levels, and urban environments of San Francisco. Facilitation strategies are being co-developed with Urban Alchemy, an organization that works within distressed urban communities in San Francisco. Project site partners and collaborators include the San Francisco Public Library, the Port of San Francisco, and the San Francisco Department of Parks and Recreation. The project will also measure partnership outcomes, through surveys and interviews, to look at the extent and ways the project integrates a co-creation model and develops an authentic, mutually beneficial, sustainable partnership. The project will generate and disseminate generalizable knowledge about the affordances of combining informal science learning, placemaking, and facilitation in a variety of free, outdoor STEM learning spaces in collaboration with local community groups. The project will also advance public understanding of the social and behavioral sciences.
This research 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 sssessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
The U.S. urgently needs the perspective and knowledge of females who are Latinx and African American in STEM fields. Providing early STEM interest pathways for these populations that are historically underrepresented in STEM fields is critical to creating gender equity in the STEM workforce. There are profound inequities in STEM fields for women of color that impact their interest and persistence in these fields. This Research in Service to Practice project will build important knowledge about early pathways for reducing these inequities by developing early interest in STEM. Gender stereotypes around who can do STEM are one of the sociocultural barriers that contributes to girls’ loss of interest in STEM. These stereotypes emerge early and steer young women away from STEM studies and pursuits. Exposing girls to role models is an effective strategy for challenging stereotypes of who belongs and succeeds in STEM. This project will explore how an afterschool program that combines narrative and storytelling approaches, STEM role models, and family supports, sparks elementary-age girls’ interest in STEM and fosters their STEM identity. The project targets K-5 students and families from underrepresented groups (e.g., Latinx and African American) living in poverty. The project will evaluate an inquiry-based, afterschool program that serves both elementary school girls and boys and explores if adding storytelling components to the out-of-school time (OST) learning will better support girls’ interest in STEM. The storytelling features include: 1) shared reading of books featuring females in STEM; 2) students’ own narratives that reminisce about their STEM experiences; and 3) video interviews of female parents and community members with STEM careers. A secondary aim of this project is to build capacity of schools and afterschool providers to deliver and sustain afterschool STEM enrichment experiences. Museum-based informal STEM experts will co-teach with afterschool providers to deliver the Children’s Museum Houston (CMH) curriculum called Afterschool Science, Technology, Engineering, Arts and Math (A’STEAM). Although A’STEAM has been implemented in over 100 sites and shows promise, to scale-up this and other promising afterschool programs, the team will evaluate how professional development resources and the co-facilitation approach can build afterschool educators' capacity to deliver the most promising approaches.
Researchers at the Children’s Learning Institute (CLI) at UTHealth will partner with Museum-based informal STEM educators at CMH, YES Prep, a high performing charter school serving >95% of underrepresented groups, and other afterschool providers serving mostly underrepresented groups experiencing poverty. Storytelling components that highlight females in STEM will be added to an existing afterschool program (A'STEAM Basic). This derivative program is called A’STEAM Stories. Both instantiations of the afterschool programs (Basic and Stories) include an afterschool educator component (ongoing professional development and coaching), a family component (e.g., home extension activities, in-person, and virtual family learning events), and two age-based groups (K-G2 and G3-G5). Further, the A’STEAM Stories professional development for educators includes training that challenges STEM gender stereotypes and explains how to make science interesting to girls. The 4-year project has four phases. In Phase 1, researchers, CMH, and afterschool educators will adapt the curriculum for scalability and the planned storytelling variation. During Phase 2, the research team will conduct an experimental study to evaluate program impacts on increasing STEM interest and identity and reducing STEM gender stereotypes. To this end, the project’s team will recruit 36 sites and 1200 children across Kindergarten through Grade 5. This experimental phase is designed to produce causal evidence and meet the highest standards for rigorous research. The researchers will randomly assign sites to one of three groups: control, A’STEAM Basic, or A’STEAM Stories. During Phase 3, researchers will follow-up with participating sites to understand if the inclusion of afterschool educators as co-facilitators of the program allowed for sustainability after Museum informal science educator support is withdrawn. In Phase 4, the team will disseminate the afterschool curriculum and conduct two training-of-trainers for local and national afterschool educators. This study uses quantitative and qualitative approaches. Data sources include educator and family surveys, focus groups, and interviews as well as observations of afterschool program instructional quality and analysis of parent-child discourse during a STEM task. Constructs assessed with children include STEM interest, STEM identity, and STEM gender stereotype endorsement as well as standardized measures of vocabulary, science, and math. Findings will increase understanding of how to optimize OST STEM experiences for elementary-age girls and how to strengthen STEM interest for all participants. Further, this project will advance our knowledge of the extent to which scaffolded, co-teaching approaches build capacity of afterschool providers to sustain inquiry-based STEM programs.
This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
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.
This project responds to the Faculty Early Career Development Program (CAREER) solicitation (NSF 17-537) and is sponsored by the Advancing Informal STEM Learning program at the National Science Foundation. CAREER: Talking Science: Early STEM Identity Formation Through Everyday Science Talk (Talking Science) addresses the critical issue of the development of children's identification with science, technology, engineering and mathematics (STEM) fields and the limited knowledge about the development of STEM identity through conversations, particularly among very young children from underserved and underrepresented populations. Talking Science is based on the premise that individuals who develop STEM interests and identify with STEM at a young age tend to participate in STEM fields more so than individuals who develop these later in life. This study investigates how STEM-related conversations outside of school with friends and family during formative years (i.e., 7 - 12 years old) shape youths’ STEM identity later in life and their engagement in STEM. The goals of Talking Science are (1) To develop an understanding of the features and context of conversations held between children and their caregivers/teachers that support STEM identity development in both majority and Hispanic/Latine populations; and (2) To translate the research outcomes into informal STEM learning practices that positively contribute to young people's perceptions of STEM fields in their future.
To achieve its goals, this work addresses the following research questions: (1) What is the content, context, and structure of STEM-related conversations with friends and family that youth ages 7 - 12 participate in?; (2) How do the features of conversation (i.e., content, context, structure) relate to the development of youth's STEM interests, sense of recognition as STEM people, and self-identification with STEM?; (3) How do the cultural values and science talk experiences of Hispanic/Latine youth shape conversation features related to youth's STEM interests, sense of recognition as STEM people, and self-identification with STEM?; and (4) Does professional development for practitioners that focuses on encouraging youth to engage in STEM-related conversations with friends and family positively contribute to youth's STEM interest, sense of recognition, and self-identification with STEM? To address these questions, the study adopts a qualitative research approach that applies phenomenological strategies in research design, data collection, and analysis to allow for exploration of the meaning of lived experiences in social and cultural contexts. Participants include elementary-age youths (ages 7 - 12) and caregivers from socially, culturally, linguistically, and economically diverse backgrounds. To inform the development of interview protocols in terms of the kinds of childhood talk that leave a long-term impact on students, including the kinds of talk experiences remembered by students who choose or persist towards a STEM career in college, the project also recruits college students pursuing STEM degrees as participants. Data gathering and interpretation strategies include surveys and interviews. The outcomes of this research will constitute a theoretical framework and models that guide the development of both professionals and programmatic activities at informal learning institutions, particularly around scaffolding participation in STEM through family science talk.
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.