DuPage Children’s Museum will conduct an in-depth, iterative evaluation of the museum’s Questioneers traveling exhibit and create a permanent 2,000 square-foot, bi-lingual Questioneers exhibit along with related programming that promotes inclusivity and ignites children’s interest in mathematics, science, engineering, and architecture. The exhibit and programming also will help reduce the impact of socioeconomic disparities that are known to discourage underrepresented and underserved populations from pursuing their interest in STEM fields. The exhibit and its related programming will feature characters, activities, and challenges from bestselling children’s books. The museum will coordinate exhibit design and fabrication with community partners.
Despite decades of policies and programs meant to increase the representation of girls and women in science, technology, engineering, and mathematics (STEM), girls and women of color still represent a much smaller percent of the STEM workforce than they do in the US population. This lack of representation is preventing the US STEM workforce from reaching its true potential. Intersecting inequalities of gender, race, ethnicity, and class, along with stereotypes associated with who is successful in STEM (i.e., White men), lead to perceptions that they do not belong and may not succeed in STEM. Ultimately, these issues hinder girls’ STEM identity development (i.e., sense of belonging and future success), lead to a crisis of representation for women of color and have compounding impacts on the STEM workforce. Research suggests there are positive impacts of in-person STEM learning after-school and out-of-school time programs on girls’ sense of belonging. The increasing need for online learning initiated by the COVID-19 pandemic means it is vital to investigate girls’ STEM identity development within an online community. Thus, the project will refine and test approaches in online learning communities to make a valuable impact on the STEM identity development of girls of color by 1) training educators and role models on exemplary approaches for STEM identity development; 2) implementing a collaborative, girl-focused Brite Online Learning Community that brings together 400 girls ages 13-16 from a minimum of 10 sites across the United States; and 3) researching the impact of the three core approaches -- community building, authentic and competence-demonstrating hands-on activities, and interactive learning with women role models -- on participating girls’ STEM identities in online settings.
The mixed methods study is guided by guided by Carlone & Johnson’s model of STEM identity involving four constructs: competence, performance, recognition, and sense of belonging. Data collection sources for the quantitative portion of the project include pre- and post-surveys, while qualitative data sources will be collected from six case study sites and will include observations, focus group interviews with girls, artifacts created by girls and educators, educator interviews, and open-ended survey responses. This approach will enable the research team to determine how and the extent to which the Brite Online Learning Community influences STEM identity constructs, interpreting which practices lead to meaningful outcomes that can be linked to the development of STEM identity for participating girls in an online environment. The products of this work will include research-based, tested Brite Practices and a toolkit for fostering girls’ interest, identification, and long-term participation in STEM. The resulting products will increase the reach of informal STEM education programming to girls of color across the nation as online spaces can reach more girls, potentially increasing the representation of women of color in the STEM workforce.
This project addresses the urgent need for the development of equitable approaches to early childhood STEM education that honor the diverse cultural practices through which caregivers (such as parents, grandparents, and other adults in children’s lives) support young children’s learning. Recent studies suggest that both formal and informal educational institutions often privilege Western or Eurocentric parenting practices, neglecting many families’ cultural practices and ways of learning. This study will bring together a group of caregivers, pre-K educators, researchers, and museum staff to investigate how families with young children negotiate among their own cultural practices and the types of STEM learning they encounter in museums, schools, and other community settings. The project team will work together to identify opportunities for informal STEM learning institutions to strengthen their roles as places that can bridge home and school environments and open up new possibilities for building on caregivers’ knowledge and cultural practices within this larger community context. The project will directly benefit the 330 families whose children attend the partnering public school each year, as well as hundreds of families who attend family events at the New York Hall of Science annually. Finally, by considering nuances in caregivers’ perspectives and experiences based on multiple facets of their identities, the research will reveal how structures in educational settings might be changed to become more inclusive and culturally responsive for the broadest possible audience of families.
This Pilots and Feasibility project seeks to 1) conduct exploratory research to understand caregiver engagement, defined as caregivers’ expectations, values, and practices related to their roles in children’s learning, from the perspectives of caregivers, and 2) engage in co-design efforts with caregivers and pre-K educators to explore how the museum can be leveraged as a material and creative resource to support caregiver engagement in STEM learning. This work will be carried out in the context of a long-term partnership between the New York Hall of Science and the New York City Department of Education. Methods will include in-depth interviews with caregivers, using narrative and intersectional research methods to extend existing studies on caregiver engagement in informal STEM learning, while taking into account multiple aspects of families’ social and cultural identities. This work will be carried out in Corona — a neighborhood in Queens, NY, largely made up of low-income and first-generation immigrant families. The project team will collaboratively interpret findings and engage in the initial phases of co-design work, which will include: reflecting on the systems currently in place to support caregivers’ involvement in children’s learning across settings; collaboratively generating new, culturally responsive strategies for leveraging the museum as a material and creative resource for families with young children; and choosing promising directions for further development and testing. Products from this work will include directions for new caregiver engagement initiatives that can be developed and refined as the partnership continues, and strategies for supporting equitable participation by caregivers, pre-K educators, and other community stakeholders in future research-practice partnerships.
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.
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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.
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.
Families play a vital role in supporting children’s informal science learning. Yet multiple studies have shown that Latinx families, particularly in neighborhoods with a high poverty rate, face many barriers to accessing informal science experiences and environments. Telenovelas, a type of television serial drama watched by Spanish-speaking audiences around the world, may provide an entryway to reaching these families. Prior research has shown that telenovelas can be an effective means of changing adults’ behavior, with potential cascading impacts on children. Education Development Center, Literacy Partners, and Univision will use a culturally responsive approach to broaden participation of Latinx families in informal science learning using La Fuerza de Creer, a popular Spanish-language telenovela that reaches 7 million U.S. viewers. The five-episode telenovela series will model positive informal science interactions between caregivers and their children and provide positive role models of Latinx scientists. The project team will then use the telenovela as the foundation for a five-session workshop series for caregivers to further explore how to engage in these informal science learning opportunities with their children. The La Fuerza-STEM project will build on families’ strengths and interests and tap their power—la fuerza—to engage children in exploring science. This research will examine the relationship between the telenovela/workshops and caregivers’ practices and attitudes towards science. La Fuerza-STEM seeks to expand informal science learning using a culturally grounded strategy to engage an under-served population that is historically under-represented in STEM.
The project will use an iterative research and design process that is guided by the input of both parent and scientific advisory boards. Front-end formative research with approximately 30 Latinx caregivers from under-resourced communities will explore their informal science practices. These experiences will then inform script development for the telenovela. A pre-post comparison group study with 200 caregivers will investigate how caregivers’ attitudes toward science might change as a result of viewing the telenovela. The project will then build a 5-session workshop series around the telenovela and these research findings. Finally, 300 caregivers will participate in a randomized controlled trial to examine the efficacy of the La Fuerza-STEM workshops on changing caregivers’ informal science attitudes and practices. Throughout, the project will address the overarching research question, How can a culturally relevant telenovela be used to improve Latinx caregivers’ science self-efficacy, career awareness, and informal science practices? Project findings and products will be publicly disseminated through publications, conference presentations, and local partner organizations, with an eye toward open access and data sharing. The project will generate knowledge about the effectiveness of embedding informal science content in a culturally-grounded medium—the telenovela—in improving caregivers’ confidence and competence to engage in informal science learning experiences with their children. With an anticipated audience of 7 million, the potential impact of the telenovela on caregivers’ informal science attitudes and practices is enormous. By implementing workshops with local organizations, the project aims to be self-sustaining, building the capacity of community partners to provide families with services targeting informal science knowledge and skills long after the grant has ended.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Joy KennedyJessica YoungAlexia RaynalAnthony Tassi
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.
This Innovations in Development project aims to foster the development of STEM identity among a diverse group of middle school students and, in turn, motivate them to pursue in STEM interests and careers. Vegas STEM Lab, led by a team of investigators from the University of Nevada, Las Vegas, will employ a mix of online and on-site activities to introduce students to engineering methods in the context of the entertainment and hospitality (E&H) industry that is the lifeblood of Las Vegas. Investigators will collaborate with local resorts, multimedia designers, and arts institutions to offer field experiences for students to interview, interact with, and learn from local experts. The Lab will help youth overcome prevailing beliefs of STEM as boring and difficult, boost their confidence as STEM-capable individuals, and expose them to the exciting STEM careers available in their hometown. UNLV engineering undergrads will serve as near-peer mentors to the middle school students, guiding them through Lab activities and acting as role models. Investigators will measure student learning and engagement over the course of the Vegas STEM Lab experience with the aim of understanding how the Lab model—with its rich set of activities and interpersonal interactions set in the local E&H industry—can cultivate STEM identity development and encourage students to pursue STEM pathways. Despite the project’s hyperlocal focus on the Las Vegas community, if successful, other cities and towns may learn from and adapt the Lab model for use in their youth development programs.
Vegas STEM Lab will provide online materials for students’ STEM learning during the academic year followed by on-site visits and hands-on project development during a three-week summer experience. The Lab will run for three years with cohorts of 40 students each (N=120) with the aim of iteratively improving its activities and outcomes from year to year. The local school district will help recruit middle school students who have demonstrated low interest in STEM to participate in the Lab, ensuring that participants reflect the demographic makeup of the Las Vegas community in terms of race and ethnicity, socio-economic status, and gender. Summer activities will take students behind the scenes of the city’s major E&H venues; investigate the workings of large-scale displays, light shows, and “smart hospitality” systems; and then build their own smaller scale engineering projects. Investigators will employ the Dynamic Systems Model of Role Identity (DSMRI) framework to study how intentionally designed Lab experiences shape students’ understanding of themselves, their future aspirations, and their grasp of the scientific enterprise. Summer activities will be integrated into the online learning platform at the end of each year of Vegas STEM Lab, and in the final year of the project, workshops will train local educators to use the platform in either formal or informal learning settings. Materials and research findings produced through this work will be disseminated to middle school teachers and afterschool care providers, and shared with researchers through academic publications and conferences.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Emma RegentovaVenkatesan MuthukumarJonathan HilpertSi Jung Kim
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.
Research shows that algebra is a major barrier to student success, enthusiasm and participation in STEM for under-represented students, particularly African-American students in under-resourced high schools. Programs that develop ways to help students master algebra concepts and a belief that they can perform algebra may lead to more students entering engineering careers. This project will provide an online engineering program to support 9th and 10th grade Baltimore City Public Schools students, a predominantly low-income African-American cohort, to develop concrete goals of becoming engineers. The goals of the program are to help students with a growing interest in engineering to maintain that interest throughout high school. The project will also support students aspire to an engineering career. The project will develop in students an appreciation of requisite courses and skills, and increase self-efficacy in mathematics. The project will also develop a replicable model of informal education capable of reinforcing the mathematical foundations that students learn during the school day. Additionally, the project will broaden participation in engineering by being available to students during out-of-school time and by having relaxed entrance criteria compared to existing opportunities in supplemental engineering curricula. The project is a collaboration between the Baltimore City Public Schools, Johns Hopkins University Applied Physics Laboratory, Northrop Grumman Corporation, and Expanded School-Based Mental Health programs to support students both during and after participation. The project will benefit society by providing skills that will allow high school students to become members of tomorrow's highly trained STEM workforce.
The research will test whether an informal, scaffolded online algebra-for-engineering program increases students' mastery and self-efficacy in mathematics. The research will advance knowledge regarding informal education by applying Social Cognitive Career Theory as a framework for measuring program impact. The theoretical framework will aid in identifying mechanisms through which students with interest in engineering might persist in maintaining this interest through high school via algebra skill mastery and increased self-efficacy. The project will recruit 200 youth from the Baltimore City Public Schools to participate in the project over three years. Qualitative data will be collected to assess how student and school socioeconomic factors impact implementation, student engagement, and outcomes. The research will answer the following questions: 1) What effect does program participation have on math mastery? 2) What direct and indirect effects do program completion and supports have on students' mathematics self-efficacy? 3) What direct and indirect effects do program components have on engineering career goals by the end of the program? 4) What direct and indirect effects does math self-efficacy have on career goals? 5) To what extent are the effects of program participation on engineering career goals mediated by math self-efficacy and engineering interest? 6) How do school factors relate to the implementation of the program? 7) What socioeconomic-related factors relate to the regularity and continuation of student participation in the program? The quantitative methods of data analysis will employ descriptive and multivariate statistical methods. Qualitative data from interviews will be analyzed using an emergent approach and a coding scheme guided by theoretical constructs. Project results will be communicated to scholars and practitioners. The team will also share information through school newsletters and parent communication through Baltimore City Public Schools.
This project is funded by the Innovative Technology Experiences for Students and Teachers (ITEST) program, which supports projects that build understandings of practices, program elements, contexts and processes contributing to increasing students' knowledge and interest in science, technology, engineering, and mathematics (STEM) and information and communication technology (ICT) careers.
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.