This project aims to (1) advance understanding of sociotechnical ecosystems involving AI to support diasporic urban farming; (2) collaboratively develop AI-based technologies that better integrates and sustains technological gains with diasporic knowledge, and (3) systematically assess the impact of AI-based farming technologies on diasporic communities and industrial partners.
This project seeks to broaden the mathematical imagination and aspirations of Black and other underserved mathematics students in both in-school and out-of-school environments.
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TEAM MEMBERS:
Erica WalkerRobin WilsonLalitha Vasudevan
This project engages pre-college Latinx, Black, and Indigenous learners, educators, and collaborating undergraduates in an international, project-based learning and media-making community in areas of science, technology, engineering, and mathematics (STEM). The project addresses key challenges including broadening participation in informal STEM learning, developing capacity for leading informal STEM programs, and building stronger connections between STEM learning and personal and social identity formation during adolescence. The project’s community of participants is an asset-based learning environment that treats each participant, their background, skills, and interests as uniquely beneficial to the whole. Led by mentors at each hub (teachers, leaders from science organizations, or other out-of-school learning environments), participants collaborate with peers from the US and from other countries. The collaborations encompass a broad spectrum of STEM projects. Participants also create digital media to communicate their projects. The project activities reflect a focus on STEM content, collaboration, and communication, in a global context that includes school-age learners from the US and peers from Central and South America, the Middle East, Asia, and Sub-Sahara. The combination of the sophisticated STEM competencies skills for collaborating across international and cultural boundaries, and media-savvy communication abilities are essential to the nation’s future STEM workforce and to building a scientifically vibrant citizenry.
The project addresses two primary research questions co-developed with teachers and other informal science providers. The first research question involves understanding and optimizing conditions for broadening participation through this type of distributed or virtual collaboration across boundaries of culture, race, gender, ability, nationality, and socioeconomic status. The project features a design experiment by which the overall community of participants comprises four separate hubs, each hosted by the different project partners (primarily teachers). Educators devise, test, and revise alternative designs for organizing STEM collaborations. Publication of these teacher-led designs and their evaluation are among the primary outputs of the project. The designs modify and improve a template developed under this project’s proof-of-concept precursor (NSF1612824). The second research question addresses how growth in STEM abilities, collaboration, and communication mutually reinforce adolescent personal and social identity formation. Participating students in the US will intentionally reflect heterogeneous backgrounds. The project analysis will focus on whether cultural and national cross-boundary collaboration can strengthen the development of learners' personal identity and academic performance. The project methodology relies heavily on quantitative ethnography and epistemic network analysis. This approach enables the creation of visual models that highlight the presence or absence of connections between constructs relevant to each research question, along with changes between and within groups. The constructs include variations of autonomy, competence, and connection (pillars of self-determination theory) in tracing identity formation and STEM abilities. The quantitative ethnography approach provides statistically reliable scaffolding and insights about the hub designs and their efficacy in promoting goals of broadening participation and fostering mutually reinforcing STEM competencies and identity formation. This type of virtual collaboration, crossing boundaries of culture, nationality, ethnicity, age, gender, economic strata, or ability, can realistically be expected to play a significant role in next-generation learning environments, especially through out-of-school activities. The project is expected to reach 120 U.S. and 80 non-U.S. students annually. Research findings, design principles and curricula will be widely disseminated to researchers, designers, program developers, informal science institutions and community organizations.
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TEAM MEMBERS:
Eric HamiltonNastassia JonesDanielle EspinoSeung Lee
Increasing the diversity of the Science, Technology, Engineering, and Mathematics (STEM) workforce hinges on understanding the impact of the many related, pre-college experiences of the nation’s youth. While formal preparation, such as high school course-taking, has a major influence, research has shown that out-of-school-time activities have a much larger role in shaping the attitudes, identity, and career interests of students, particularly those who are members of groups historically underrepresented in STEM fields (Black, Indigenous, Latinx, and/or Pacific Islander). A wide range of both innovative adult-led (science clubs, internships, museum-going, competitions, summer camps) and personal-choice (hobbies, family talk, games, simulations, social media, online courses) options exist. This project studies the variety and availability such experiences to pre-college students. The project is particularly interested in how community cultural capital is leveraged through informal activities and experiences, drawing upon the “funds of knowledge” that culturally diverse students bring to their STEM experiences (e.g., high aspirations, multilingual facility, building of sustaining social networks, and the capacity to challenge negative stereotyping). This study has the capability to begin to reveal evidence-based measures of the absolute and relative effectiveness of promising informal educational practices, including many developed and disseminated by NSF-funded programs. Understanding the ecology of precollege influencers and the hypotheses on which they are based, along with providing initial measures of the efficacy of multiple pathways attempting to broaden participation of students from underrepresented groups in STEM majors and careers, will aid decision-making that will maximize the strategic impact of federal and local efforts.
The project first collects hypotheses from the wide variety of stakeholders (educators, researchers, and students) about the kinds of experiences that make a difference in increasing students’ STEM identity and career interest. Identifying the descriptive attributes that characterize opportunities across individual programs and validating a multi-part instrument to ascertain student experiences will be carried out through a review of relevant literature, surveying stakeholders using crowdsourced platforms, and through in-depth interviews with 50 providers. A sample of 1,000 students from 2- and 4-year college and universities, drawn from minority-serving institutions, such as Historically Black Colleges, Hispanic Serving Institutions, and Tribal Colleges and Universities will serve to establish the validity and reliability of the derived instrument and provide estimates of the availability and frequency of involvement. Psychometric methods and factor analysis will guide us in combining related variables into indices that reflect underlying constructs. Propensity score weighting will be employed for estimating effects when exposure to certain OST activities is confounded with other factors (e.g., parental education, SES). Path models and structural equation models (SEM) will be employed to build models that use causal or time related variables, for instance, students’ career interests at different times in their pre-college experience. The study goes beyond evaluation of individual experiences in addressing important questions that will help policy makers, educators, parents, and students understand which OST opportunities serve the diverse values and goals of members of underrepresented groups, boosting their likelihood of pursuing STEM careers. This project is co-funded by the Advancing Informal STEM Learning (AISL) and EHR CORE Research (ECR) programs.
This Innovations in Development project explores radical healing as an approach to create after-school STEM programming that welcomes, values and supports African American youth to form positive STEM identities. Radical healing is a strength-based, asset centered approach that incorporates culture, identity, civic action, and collective healing to build the capacity of young people to apply academic knowledge for the good of their communities. The project uses a newly developed graphic novel as a model of what it looks like to engage in the radical healing process and use STEM technology for social justice. This graphic novel, When Spiderwebs Unite, tells the true story of an African American community who used STEM technology to advocate for clean air and water for their community. Youth are supported to consider their own experiences and emotions in their sociopolitical contexts, realize they are not alone, and collaborate with their community members to take critical action towards social change through STEM. The STEM Club activities include mentoring by African American undergraduate students, story writing, conducting justice-oriented environmental sciences investigations, and applying the results of their investigations to propose and implement community action plans. These activities aim to build youth’s capacity to resist oppression and leverage the power of STEM technology for their benefit and that of their communities.
Clemson University, in partnership with the Urban League of the Upstate, engages 100 predominantly African American middle school students and 32 African American undergraduate students in healing justice work, across two youth-serving, community-based organizations at three sites. These young people assume a leadership role in developing this project’s graphic novel and curriculum for a yearlong, after-school STEM Club, both constructed upon the essential components of radical healing. This project uses a qual→quant parallel research design to investigate how the development and use of a graphic novel could be used as a healing justice tool, and how various components of radical healing (critical consciousness, cultural authenticity, self knowledge, radical hope, emotional and social support, and strength and resilience) affect African American youths’ STEM identity development. Researchers scrutinize interviews, field observations, and project documents to address their investigation and utilize statistical analyses of survey data to inform and triangulate the qualitative data findings. Thus, qualitative and quantitative data are used to challenge dominant narratives regarding African American youth’s STEM achievements and trajectories. The project advances discovery and understanding of radical healing as an approach to explicitly value African Americans’ cultures, identities, histories, and voices within informal STEM programming.
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TEAM MEMBERS:
Renee LyonsRhondda ThomasCorliss Outley
This poster was presented at the 2021 NSF AISL Awardee Meeting.
Collaborative robots – cobots – are designed to work with humans, not replace them. What learning affordances are created in educational games when learners program robots to assist them in a game instead of being the game? What game designs work best?
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.
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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
From a strategic communication perspective, for any communication to be effective, it must be audience-centered, with content and delivery channels that are relevant to its intended target. When trying to reach culturally specific communities or other groups that are not otherwise connected with science research, it is crucial to partner with community members to co-create content through media that is appealing and culturally competent. This commentary considers some examples including storytelling through ‘fotonovelas’ and radio stories, community drama and serious games.