This project will focus on understanding how media can improve boys' and girls' perceptions of female scientists and engineers and increase children's understanding of mixed-gender collaborations in STEM.
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TEAM MEMBERS:
Sara SweetmanDaniel WhitesonAbdeltawab HendawiJorge Cham
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 is expanding an effective mobile making program to achieve sustainable, widespread impact among underserved youth. Making is a design-based, participant-driven endeavor that is based on a learning by doing pedagogy. For nearly a decade, California State University San Marcos has operated out-of-school making programs for bringing both equipment and university student facilitators to the sites in under-served communities. In collaboration with four other CSU campuses, this project will expand along four dimensions: (a) adding community sites in addition to school sites (b) adding rural contexts in addition to urban/suburban, (c) adding hybrid and online options in addition to in-person), and (d) including future teachers as facilitators in addition to STEM undergraduates. The program uses design thinking as a framework to engage participants in addressing real-world problems that are personally and socially meaningful. Participants will use low- and high-tech tools, such as circuity, coding, and robotics to engage in activities that respond to design challenges. A diverse group of university students will lead weekly, 90-minute activities and serve as near-peer mentors, providing a connection to the university for the youth participants, many of whom will be first-generation college students. The project will significantly expand the Mobile Making program from 12 sites in North San Diego County to 48 sites across California, with nearly 2,000 university facilitators providing 12 hours of programming each year to over 10,000 underserved youth (grades 4th through 8th) during the five-year timeline.
The project research will examine whether the additional sites and program variations result in positive youth and university student outcomes. For youth in grades 4 through 8, the project will evaluate impacts including sustained interest in making and STEM, increased self-efficacy in making and STEM, and a greater sense that making and STEM are relevant to their lives. For university student facilitators, the project will investigate impacts including broadened technical skills, increased leadership and 21st century skills, and increased lifelong interest in STEM outreach/informal science education. Multiple sources of data will be used to research the expanded Mobile Making program's impact on youth and undergraduate participants, compare implementation sites, and understand the program's efficacy when across different communities with diverse learner populations. A mixed methods approach that leverages extant data (attendance numbers, student artifacts), surveys, focus groups, making session feedback forms, observations, and field notes will together be used to assess youth and university student participant outcomes. The project will disaggregate data based on gender, race/ethnicity, grade level, and site to understand the Mobile Making program's impact on youth participants at multiple levels across contexts. The project will further compare findings from different types of implementation sites (e.g., school vs. library), learner groups, (e.g., middle vs. upper elementary students), and facilitator groups (e.g., STEM majors vs. future teachers). This will enable the project to conduct cross-case comparisons between CSU campuses. Project research will also compare findings from urban and rural school sites as well as based on the modality of teaching and learning (e.g., in-person vs. online). The mobile making program activities, project research, and a toolkit for implementing a Mobile maker program will be widely disseminated to researchers, educators, and out-of-school programs.
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.
Black girls display high interest, confidence and ability in STEM but face multiple barriers including racial, ethnic and gender stereotypes, low exposure to STEM role models, low awareness of diverse STEM fields and financial obstacles to STEM education. It is critical to infuse STEM education with specific and intentional culturally responsive and anti-racist strategies to attract and retain Black girls in STEM. Through this combination of media, role modeling and outreach, Black SciGirls will help increase access to STEM education for Black girls, preparing them for future workforce participation. This project will study the impacts on elementary/middle school Black girls’ exposure to early career Black female STEM professionals as role models. Deliverables include 1) professional development for STEM educators and Black STEM professional women to prepare them to lead STEM programs for girls 2) a PBS series of role model videos of early-career Black STEM professionals and 3) a research study that examines how/if in person and media-based STEM role models increase Black girls’ interest and confidence in STEM, motivation to pursue future STEM studies, and STEM identity. While women make up 47% of the U.S. workforce, they are underrepresented in STEM and only 1.6% are Black women.
The research study will examine how educators’ use of role models addresses a critical barrier for Black girls, seeing women in STEM who look like them. The research study questions are: How and in what ways do Black STEM women role models influence Black girls’ interest in STEM? How and to what extent do role models report changes in their confidence and ability to engage girls in STEM as a result of training in best practices in role modelling? and, How and to what extent are parents engaged in supporting girls’ involvement in STEM, as a result of the participation of role models? The research team will visit participating local SciGirls programs to collect qualitative data, including observations of program activities, interviews, and focus groups. To ensure reliable outcomes and utilize robust theoretical underpinnings, the research will combine pre/post survey data and an in-depth cross-case studies employing qualitative and quantitative data collection. This mixed-methods approach will enable gathering data that comprehensively offers insight into Black girls’ STEM experiences and those of the Black STEM professional women role models and parents who support them. Qualitative data that centers girls’, role models’, and parents’ perspectives will contribute to this identity-centered study. A culturally responsive evaluation will determine the extent to which the project builds educators’ ability to integrate equitable and anti-racist practices to build Black girls’ interest and confidence in STEM studies.
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.
DATE:
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TEAM MEMBERS:
Rita KarlAngel Miles NashRonda BullockAdrienne StephensonLataisia Jones
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
Increasing greater diversity, equity, and inclusion in science not only presents a social justice goal, but is also vital to the financial and social success of the nation. The stereotype of the older white male scientist has obscured the contributions of women and people of color. This project seeks to remedy these perceptions which are barriers to entry into STEM fields. The project will create a large-scale hub for STEM themed video content on YouTube and other social media platforms, featuring 100+ original STEM videos produced by PBS partners. This hub and accompanying research seeks to identify the characteristics of online STEM content that attract (or fail to attract) underrepresented groups, specifically Black and Hispanic communities as well as women of all races. The objectives of this project are to 1) provide a unified online science-themed hub, PBS Terra, on YouTube and other platforms for hosting, sharing, and distributing digital STEM series from diverse producers from across the PBS system; 2) conduct surveys and focus groups to examine and understand the needs and expectations of women, Black and Hispanic communities and their consumption of STEM video content online and 3) test hypotheses about the communicative strategies of STEM videos that feature Black and Hispanic female scientists. Project collaborators include PBS, researchers at the University of Utah and the University of Georgia, and consultants and advisors with expertise in broadening participation and inclusion in STEM.
Little is known about how or why adult Americans seek science content on YouTube, especially the motivations of adults from underrepresented minorities and females. The key research questions in this project are: 1) Why do Black and Hispanic audiences and women of all races seek science video content online? 2) How does showing Black and Hispanic female scientists in science video content on YouTube impact viewers’ identification with and sense of belonging in STEM? 3) How does the use of humor by Black and Hispanic scientists in YouTube science content affect viewers’ perceptions of the communicator and their engagement with STEM content? 4) How does the appearance and manner of dress of Black and Hispanic scientists in YouTube science content affect viewers’ perceptions in the aforementioned areas? A nationally representative baseline survey will be conducted. A probability sample of 2000 respondents will be obtained including oversampling of Black and Hispanic audiences. To complement findings from the survey, focus groups will be conducted in eight different regions of the country to learn why these targeted audiences do or do not seek science content on YouTube and what motivates them to share the content with their social media network. In addition, an experiment embedded in an online survey will test the hypothesis that greater on-screen representation of women and scientists of color will broaden existing perceptions about scientists. The experiment will consist of a 3 (scientist’s race: Black/Hispanic/White) × 2 (science issue: controversial/non-controversial) × 2 (style: casual/professional) between-subjects design. Survey participants will be randomly assigned to the experimental conditions. These factors (science issue and host appearance) can be altered by content producers to better reach and engage the targeted audiences. The project not only investigates theoretical questions at the intersection of STEM stereotypes and race, but findings related to these experimental conditions will offer practical insight into strategies that can be used by science communication practitioners.
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TEAM MEMBERS:
Adam DylewskiSara YeoMichael Cacciatore
Black Girls Create (BGC) is a program that uses maker pedagogy, social history (i.e., Black women’s contributions in STEM), culturally responsive pedagogy, and mentoring to engage Black girls in STEM. For the project, culturally responsive making is operationally defined as the use of cultural knowledge and maker technologies to create, design, and produce artifacts that are related to a particular concept, theme, or person. The project will conduct a feasibility research study that investigates how engagement in BGC affects participants' STEM interest, STEM confidence, and racial and gender identities. In the project, participants will discover how Black women have made an impact in STEM fields and will learn how to digitally create cultural artifacts/wearable art related to their discoveries. Approximately 120 middle school girls in grades 6-8 (8 groups of 15 participants each) from underserved neighborhoods will be recruited for participation in this two-year study. Each group will meet for 3 hours per week over an 8-week period. Instructional materials from this research will be made freely available online so that they can be adapted and used at other formal and informal educational institutions that seek to garner interest and access to STEM learning for Black girls and women.
A pre- and post-test, quasi-experimental design will be used to research the program’s influence on participants’ self-efficacy, racial identity, and gender identity. Lagged regression models that control for students’ age, race/ethnicity, and pre-survey scores will be used to examine growth in each of the four outcomes. Once all of the participants in the groups have completed BGC, data from all groups will be combined to increase power and thereby detect statistically meaningful differences in pre- and post-survey scores. In addition, variables representing attendance and program engagement will be entered into the model to examine whether students who are highly engaged in BGC programming exhibit more growth in the four outcomes. Qualitative data will be derived from students' journal entries as well as focus group interviews. Weekly journals will be used to gather data about the context and experiences of participants as they unfold throughout the program. Semi-structured focus groups will center around the usefulness of skills and knowledge gained from the program activities, significant experiences with peers and program staff, the opportunity to learn about Black women STEM progenitors, and learning how to make digitally fabricated artifacts. NVIVO, a computer software program, will be used as a tool to support the analysis of the rich, text-based information resulting from the journals and focus group narratives.
This feasibilty 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 assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
Recent studies have advocated for a shift toward educational practices that involve learners in actively contributing to science, technology, engineering, and mathematics (STEM) as a shared and public endeavor, rather than limiting their involvement to the construction of previously established knowledge. Prioritizing learners’ agency in deciding what is worth knowing and how learning takes place may create more equitable and inclusive learning experiences by centering the knowledge, cultural practices, and social interactions that motivate learning for people across ages, genders, and backgrounds. In informal learning environments, families’ social interactions are critical avenues for STEM learning, and science centers and museums have developed strategies for prompting families’ sustained engagement and conversation at STEM exhibits. However, exhibits often guide visitors’ exploration toward predetermined insights, constraining the ways that families can interact with STEM content, and neglecting opportunities to tap into their prior knowledge. Practices in the maker movement that emphasize skill-building and creative expression, and participatory practices in museums that invite visitors to contribute to exhibits in consequential ways both have the potential to reframe STEM learning as an ongoing, social process that welcomes diverse perspectives. Yet little is known about how these practices can be scaled, and how families themselves respond to these efforts, particularly for the diverse family audiences that science centers and museums aim to serve. Further, although gender and ethnicity both affect learning in informal settings, studies often separate participants along a single dimension, obscuring important nuances in families’ experiences. By addressing these outstanding questions, this research responds to the goals of the Advancing Informal STEM Learning (AISL) program, which seeks to advance evidence-based understanding of the design and development of STEM learning opportunities for the public in informal environments. This includes providing multiple pathways for broadening engagement in STEM learning experiences and advancing innovative research on STEM learning in informal environments.
Research will address (1) how families perceive and act on their collective epistemic agency while exploring STEM exhibits (i.e., how they work together to negotiate and pursue their own learning goals); (2) whether and how families’ expressions of agency are influenced by gender and ethnicity; and (3) what exhibit design features support expressions of agency for the broadest possible audience. Research studies will use interviews and observational case studies at a range of exhibits with distinct affordances to examine families’ epistemic agency as a shared, social practice. Cultural historical activity theory and intersectional approaches will guide qualitative analyses of families’ activities as systems that are mediated by the physical environment and social setting. Education activities will involve an ongoing collaboration between researchers, exhibit designers, educators, and facilitators (high-school and college-level floor staff), using a Change Laboratory model. The group will use emerging findings from the research to create a reflection tool to guide the development of more inclusive learning experiences at STEM exhibits, and a set of design principles for supporting families’ expressions of agency. A longitudinal ethnographic study will document the development of inclusive exhibit design practices throughout the project as well as how the Change Lab participants develop their sociocultural perspectives on learning and exhibit design over time. Analyzing these shifts in practice within the Change Lab will provide a deeper understanding of what works and what is difficult or does not occur when working toward infrastructure change in museums. By considering how multiple aspects of families’ identities shape their learning experiences, this work will generate evidence-based recommendations to help science centers and museums develop more inclusive practices that foster a sense of ownership over the learning process for the broadest possible audience of families.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The project aims to understand ways to empower Latinx families (adult caregivers) to feel confident in their ability to support their middle school-aged girls in science and engineering activities. The project involves seven weeks of family programming around rockets or urban farming, as well as separate conversation groups for adult family members and girls. The project is relevant for several reasons: females and Latinx individuals are both underrepresented in science, technology, engineering, and math (STEM) coursework and careers; girls tend to lose interest in STEM by middle school age; and adult family members may have an impact on their children's attitudes and interests. The project partners with school districts and nonprofit organizations in Arizona and California.
This multidisciplinary project's priority is broadening participation, with a focus on increasing Latina girls' science and engineering interests through Family Project-Based Learning Activities, Conversation Groups, and a cultivated Community of Learners. It is based on the frameworks of Social Cognitive Career Theory and Community Cultural Wealth. The project aims to empower families (adult caregivers) to feel confident in their ability to support their daughters in science and engineering activities, which is often low especially among Latinx parents. The project will develop and evaluate two out-of-school enrichment methods for aiding families in encouraging and supporting their daughters in science: Family Problem-Based Learning Activities, which focus on rockets and urban farming, and Conversation Groups, which provide information and discussion for separate groups of parents and girls. A series of pilot studies will be conducted with 80 families to iteratively evaluate and improve the materials and procedure prior to the main study with 180 families, featuring a factorial design with a control group.
The materials developed and research findings may inform similar projects, especially those for students from culturally and linguistically diverse backgrounds and projects seeking to enhance the role of families in learning. The hypothesis guiding the project is that the greatest gains will be produced with the synergistic combination of enrichment methods. Another component that can potentially have broad impact is working to create environments where Community Cultural Wealth is recognized and enhanced through interactions of different families, creating Communities of Learners. This can inform projects that recognize the importance of community and/or that seek to use culture as an asset. The proposed study will engage three geographically distributed universities and several community partners. It will also provide university students and community leaders opportunities for work on instructional design, implementation, and research. The team will disseminate their findings and methods through multiple avenues to reach researchers, parents, leaders, curators, and educators in informal and K-12 settings.
This Research in Service to Practice award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
DATE:
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TEAM MEMBERS:
Katherine Short-MeyersonPeter RilleroPeter MeyersonMargarita Jimenez-SilvaChristopher Edwards
The project will develop and research the ways in which maker education activities can be leveraged to support intergenerational learning in hyper-vulnerable populations, such as families with an incarcerated parent. Maker education is often linked to STEM learning and uses hands-on and collaborative approaches to support activities and projects that foster creativity, interest, and skill development. Research has shown that maker education activities support STEM learning and creativity, the development of STEM identities and dispositions, and create pathways towards STEM careers. The project will develop a series of project activities including bringing Science, Technology, Engineering, and Mathematics (STEM) learning experts to a women's minimum-security facility for lectures on research and a set of workshops exploring maker activities for the incarcerated women and their children. By researching trauma-informed maker practices for families with an incarcerated parent, the project will develop research findings related to and practical resources for supporting these practices in other informal STEM learning contexts.
While evidence shows that maker pedagogy can be effective in supporting STEM learning for diverse populations, little is known about how it might support STEM learning for incarcerated women and their children. The project will investigate: (1) the everyday STEM practices of incarcerated women and their children and how these practices can be supported and extended through maker activities; (2) how incarcerated women and their children are perceived with respect to STEM and the impact these perceptions have on developing STEM identities; and (3) what design principles for developing STEM learning emerge through the project research. Program activities and related research will be designed and researched through the collaboration of incarcerated women, university researchers from the project university partners, the Saint Louis University Prison Program, and the Federal Correctional Institution-Camp (Greenville Women's Minimum Security Facility). The project will use Social Design Experimentation (SDE) as the primary research method, which is used to design and study education interventions on site. SDE is unique in that participants, researchers and other stakeholders collaborate to meet the goals of the project and related research. Project deliverables, which will be widely disseminated to researchers and educators, will include articles in peer-reviewed and educator publications, strategies and design principles for developing maker education opportunities for hyper-vulnerable populations, and practical recommendations for a maker kit to facilitate STEM maker education activities and family interaction.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
Science television shows are an important source of informal learning and enrichment for preschool-aged children. However, one limitation of television programming is that it is largely a one-way, non-interactive medium. Research suggests that children learn best through active engagement with content, and that parents can make TV watching more interactive by co-viewing and talking with their children. However, many parents and other adults may lack the time or experience and comfort with science language and content to provide critcial just-in-time support for their children. This study seeks to take advantage of recent advances in artificial intelligence that now allow children to enjoyably interact with automated conversational agents. The research team will explore whether such conversational agents, embedded as an on-screen character in a science video, can meaningfully interact with children about the science content of the show by simulating the benefits of co-viewing with an adult. If successful, the project could lay the foundation for a new genre of science shows, helping transform video watching into more interactive and engaging learning experiences. This project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.
This project will develop interactive videos incorporating a conversational agent in three 11-minute episodes of a future children's animated television program. The videos will enable children to speak with the main character of the show as the character solves everyday science mysteries, thus priming children to engage in observation, prediction, pattern finding, and problem solving through scaffolded conversation. This study will be carried out in two iterative cycles with the goal of developing and testing the embedded conversational function for each episode. In each cycle, the project team, which includes experts in children's TV production, as well as educational and HCI researchers will develop the storyboard and conversation prompts and follow-ups, create animated videos based on the revised script, and create a mobile application of the interactive video integrated with the conversational agent. Field testing with 10 children will be conducted to iteratively improve the embedded conversational function. In the pilot testing stage, a controlled study will be conducted with 30 children in each group (N=120): 1) watching the episode with the embedded conversational function; 2) watching the episode with a human partner carrying out the dialogue in the script rather than the virtual character; 3) watching the episode with pseudo-interaction, in which the animated character asks questions but does not attempt to understand or personally respond to children's answers; and 4) watching the episode with no dialogue. Data collected from the experiments will be used to examine whether and in what ways use of a conversational agent affects children's engagement, attention, communication strategies, perceptions, and science learning, and whether these effects vary by children's age, gender, socioeconomic status, language background, and oral language proficiency in English. The project will provide a comprehensive evaluation of the feasibility and potential of incorporating conversational agents into screen media to foster young children's STEM learning and engagement.
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.
DATE:
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TEAM MEMBERS:
Mark WarschauerDaniel WhitesonSara DeWittAndres BustamanteAbby Jenkins
resourceprojectWebsites, Mobile Apps, and Online Media
The intent of this five-year project is to design, deliver, and study professional development for Informal Science Learning (ISL) educators in the arena of equity-focused STEAM (Science, Technology, Engineering, Art, and Mathematics) teaching and learning. While the strategy of integrating art and science to promote interest, identity, and other STEM-related learning has grown in recent years, this domain is still nascent with respect to a guiding set of best practices. Through prior work, the team has developed and implemented a set of design principles that incorporate effective practices for broadening participation of girls in science via science-art integration on the topic of the biology, chemistry and optics of "Colors in Nature." The continued initiative would impact the ISL field by providing a mechanism for ISL educators in museums, libraries and after-school programs to adopt and implement these STEAM design principles into their work. The team will lead long-term (12-18 months) professional development activities for ISL educators, including: 1) in-person workshops that leverage their four previously developed kits; 2) online, asynchronous learning activities featuring interactive instructional videos around their STEAM design principles; 3) synchronous sessions to debrief content and foster communities of practice; and 4) guided design work around the development or redesign of STEAM activities. In the first four years of the project, the team will work with four core institutional partners (Sitka Sound Science Center, Sno-Isle Libraries, the Fairbanks North Star Borough School District after-school program, and the Pima County Public Library system) across three states (Alaska, Washington, and Arizona). In the project's later stages, they will disseminate their learning tools to a broad, national audience. This project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.
The project has three main goals: (1) To support ISL educators in offering meaningful STEAM activities, (2) To create institutional change among the partner organizations, and (3) To advance the ISL field with respect to professional development and designing for STEAM Programming. The research questions associated with the professional development activities address the ways in which change occurs and focus on all three levels: individual, institutional, and the ISL field. The methods are qualitative and quantitative, including videotaped observations, pre and post interviews, surveys and analysis of online and offline artifacts. In addition, the project evaluation will assess the implementation of the project's professional development model for effectiveness. Methods will include observations, interviews, surveys and Website analytics and program data.