We examined an approach to reaching audiences who may not ordinarily engage with science. Termed Guerilla Science, this approach blends elements of access, by removing barriers to participation by embedding science into unexpected places, with those of inclusion, by designing activities that speak to the learning identities of participants.
This report summarizes the main findings from the Cultivating Confidence research study, which investigated the impact of a single science museum visit on young adults' science self-efficacy and views of science.
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TEAM MEMBERS:
Hsin-Yi ChienJulia NeeJenn ShepardJosh Gutwill
Stark inequities evident in the low representation of Black women in Science, Technology, Engineering, Mathematics, and Medicine (STEMM) careers persist despite considerable investment in the diversification of the education-to-workplace STEMM pipeline. College participation rates of Black women measure 4-5% of all degrees in biological and physical sciences, 2-3% of degrees in computer science and math, and roughly 1% in engineering. Ultimately, Black women make up only 2.5% of the workforce in STEMM-related fields, indicating that they chronically experience stalled professional advancement. Because there are so few longitudinal studies in either formal or informal settings, educators and researchers lack critical insights into why BA/BS credentialed Black women drop out of STEMM careers at high rates upon entering the workforce. This Research in Service to Practice project will conduct a longitudinal examination of key professional outcomes and life trajectories among adult Black women who enrolled Women in Natural Sciences (WINS), a 40-year-old out-of-school time (OST) high school STEM enrichment program. Prior research on WINS documents that alumnae outperform national averages on all metrics related to STEMM advancement up through college graduation. This study will test the hypothesis that such success continues for these cohorts as they pursue life goals and navigate the workforce. Findings from this study will promote the progress of science, pivotal to NSF’s mission as the project builds knowledge about supportive and frustrating factors for Black women in STEMM careers. Strategic impact lies in the novel participant-centered research methods that amplify Black women’s voices and increase both accuracy and equity in informal STEM learning research.
This research probes the experiences of Black women at a critical phase of their workforce participation when BS/BA credentialed WINS alumnae establish their careers (ages 26-46). The team will conduct a longitudinal comparative case study of outcomes and life trajectories among 20 years of WINS cohorts (1995-2015). Research questions include (1) What do the life-journey narratives of WINS alumnae in adulthood reveal about influential factors in the socio-cultural ecological systems of Black women in STEMM? (2) What are the long-term outcomes among WINS women regarding education, STEMM and other careers, socio-economic status, and STEMM self-efficacy and interest? How do these vary? (3) What salient program elements in WINS are highlighted in alumnae narratives as relevant to Black women’s experiences in adulthood? How do these associations vary? (4) How do selected outcomes (stated in RQ2) and life story narratives among non-enrolled applicants compare to program alumnae? and (5) How do salient components in the WINS program associate with socio-cultural factors in regard to Black women’s careers and other life goals? Participants include 100 Black WINS alumnae as an intervention group and a matched comparison group of 100 Black women who successfully applied to the WINS program but did not or could not enroll. Measurable life outcomes and life trajectory narratives with maps of experiences from both groups will be studied via a convergent mixed methods design inclusive of quantitative and qualitative analyses. Comparisons of outcomes and trajectories will be made between the study groups. Further, associations between alumnae’s long-term outcomes and how they correlate their WINS experiences with other socio-cultural factors in their lives will be identified. It is anticipated that findings will challenge extant knowledge and pinpoint the most effective characteristics of and appropriate measures for studying lasting impacts of OST STEMM programs for Black women and girls. The project is positioned to contribute substantially to national efforts to increase participation of Black women in STEMM.
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TEAM MEMBERS:
Ayana Allen-HandyJacqueline GenovesiLoni Tabb
Data is increasingly important in all aspects of people’s lives, from the day-to-day, to careers and to civic engagement. Preparing youth to use data to answer questions and solve problems empowers them to participate in society as informed citizens and opens doors to 21st century career opportunities. Ensuring equitable representation in data literacy and data science careers is critical. For many girls underrepresented in STEM, developing a "data science identity" requires personally meaningful experiences working with data. This project aims to promote middle school-aged girls’ interest and aspirations in data science through an identity-aligned, social game-based learning approach. The goals are to create a more diverse and inclusive generation of data scientists who see data as a resource and who are equipped with the skills and dispositions necessary to work with data in order to solve practical problems. The research team will run 10 social clubs and 10 data science clubs mentored by women in data science recruited through the University of Miami’s Institute for Data Science and Computing. Participants will be 250 middle school-aged girls recruited in Miami, FL, and Yolo County, CA, through local and national girls’ organizations. Youth will participate in a data science club and will learn key data science concepts and skills, including data structures, storage, exploration, analysis, and visualization. These concepts will be learned from working with their own data collected in personally meaningful ways in addition to working with data collected by others in the same social game eco-system. The project will also develop facilitator materials to allow adult volunteers to create game-based informal data science learning experiences for youth in their areas. The 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 and is co-funded by the Innovative Technology Experiences for Students and Teachers (ITEST), which seeks to engage underrepresented students in technology-rich learning environments, including skills in data literacy, and increase students’ knowledge and interest in information and communication technology (ICT) careers.
Researchers will focus on two primary research questions: 1) Across gameplay and club experiences, in what ways do participants engage with data to pursue personal or social goals? 2) How do gameplay and club experiences shape girls’ perceptions of data, data science, and their fit with data and data science? The project will use design-based research methods to iteratively design the game and social club experiences. To ensure that uses of data feel personally and socially meaningful to young girls, the virtual world’s goals, narratives, and activities will be co-designed with girls from groups underrepresented in data science. The project will research engagement with game data in two informal, game-based learning scenarios: organic, self-directed, social play club, and structured, adult-facilitated data science clubs. The research will use a combination of quantitative and qualitative methods including surveys, focus groups, interviews, and gameplay and club observations. Project evaluation will determine how gameplay and club experiences impact participants' attitudes toward and interest in data-rich futures. The project holds the potential for broadening participation and promoting interest in data science by blending game-based learning with the rich social and adult mentoring through club participation. The results will be disseminated through conference presentations, scholarly publications, and social media. The game and facilitator materials will be designed for dissemination and made freely available to the public.
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TEAM MEMBERS:
Lisa HardyGary GoldbergerJennifer Kahn
The Exploratorium will increase the museum community's understanding of the impact of a single science museum visit on "emerging adult" learners-young adults aged 18-29, who are not yet married and have no children. In particular, the study will attempt to understand how museum visits help young women build crucially important science self-confidence. The project will build on prior IMLS-funded research that found that a science museum visit mitigated a pre-existing gender gap in science confidence, or self-efficacy (SSE). The research team will replicate and investigate this effect further by observing male and female young adults during their visits, and over the course of the following three months. The study will gather data before, during, and after the visit through interviews, surveys, experience-sampling, and analysis of participants' social media posts. Results of this research will provide valuable information to the science museum community, as they seek to address the challenges of achieving gender equity in STEM education and the workforce.
This poster was presented at the 2021 NSF AISL Awardee Meeting.
Free-choice learning occurs when individuals make choices about what, where, how, and who they participate with in their self-motivated learning activities. This project explores how different people, living in the same geographic region, make plants and gardening a part of their lives. We explore how adult community members choose to participate in their plant and gardening interests, including: the topics and activities that interest them, with whom they participate, where, and which resources they access. This work will
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TEAM MEMBERS:
Elysa CorinJudy KokeDavid MeierAllison HuEric Jones
This brief focuses on a participatory study with the high school program of the Kitty Andersen Youth Science Center (KAYSC) at the Science Museum of Minnesota (SMM). Young people are organized into teams of up to 20 youth with an adult practitioner who delivers programming based on a STEM content area. Their activities and project-based learning are based in both STEM and social justice, coined in the KAYSC as “STEM Justice.”
As part of our study, we wanted to understand youth and adult needs that exist in an informal STEM education program that weaves equity into its core. This brief
This brief shares youth development insights from a museum-based, informal science learning program that uses STEM as a tool for social justice. Key to the success of this program were young people and adults feeling at home in a welcoming, diverse, and inclusive space; activities that focused on connecting and relationships; a holistically supportive space that attended to family and personal needs; shared norms for conversation and expectations; and science content grounded in young people’s lives, experiences, and communities as well as work with community members.
These needs were
STEMroller events disrupt stereotypes surrounding STEM professionals within a neglected space in science communication; a sports hall. Roller derby inspired STEMroller, both the do-it-yourself culture and creating a space for women and genderqueer people to be themselves. Over 100 female and non-binary STEM professionals volunteered to put this event together for students aged 11–19. STEMroller includes networking with people from over 30 science, technology engineering and mathematics industries, watching roller derby and trying it out — albeit in socks not on wheels. STEMroller uses a pool
Free-choice and interest-driven learning activities are a highly significant source of STEM (science, technology, engineering, and mathematics) learning for adults through their lifespans. Gardening is one such activity that is widespread across communities with one in every fifty American adults reporting an interest in gardening/plants and who associate that interest/hobby with science. While the terms interest and hobby are related, the latter refers to something one actively does, not just thinks about doing. Adults who seek out learning and participation opportunities in highly visible community spaces (e.g., gardening clubs, science centers, botanical gardens) are likely to be White and well-educated. Further understanding is needed of when and how community members from other demographic groups access different resources (people, organizations, and places) for information and opportunities, and what influences them to do so. This Pilot and Feasibility Study will explore informal learning networks in Alameda County, California, specifically around gardeners and gardening. Researchers will use surveys, focus groups, and program observations to gather data on how those who pursue self-directed scientific learning about gardening access information. Of interest is how the differential access to and pursuit of information occurs among diverse community members, especially those outside of more established Master Gardener and other organized gardening programs. This research will: 1) contribute to understanding of the resources that interest-driven adult STEM learners access, describing the barriers they perceive and how/if the accessed resources differ by gender, race, or socioeconomics; 2) determine the feasibility of a sampling approach to gather data from individuals in demographic groups who may not have been reached in prior research efforts; and 3) generate insights for informal science education practitioners and researchers about how to better support diverse interest-driven STEM learners. 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.
It is hypothesized that there is a large percentage of individuals from non-dominant populations engaged in free-choice STEM learning; past efforts have likely under-counted the participation of individuals from these communities. To achieve the research aims the research team will utilize respondent-driven sampling, engaging gardening hobbyists' social contacts to recruit participants, and collect data from diverse (gender, race, socioeconomics) urban gardeners who may be differently connected to STEM learning ecosystem resources/organizations than their highly visible peers. This approach will be used to investigate the behaviors, perceptions, and outcomes related to STEM learning such as development of self-efficacy and science identity. Focus groups will provide context for themes that arise in the survey data and clarify hobbyists' participation preferences and experiences. In situ observations of learning environments comprise the third mechanism for collecting data. All three data sources will support triangulation of results and contribute to the findings. Key outcomes of this project will be to determine if the target population has been reached through the sampling approach, to identify methodological guidelines for sampling with an intent to reach those from populations under-represented in STEM-related free-choice activities, and to clarify which network variables are most useful to study. This research lays the foundation for future work. It is anticipated that the approach developed and tested in this research may be adapted by others in the future and will have the potential to serve as a model for community-based organizations and researchers interested in studying the learning ecosystems of previously hidden populations of participants, including how these individuals perceive and access resources to support their STEM learning.
This Pilots and Feasibility Studies 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.
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.
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TEAM MEMBERS:
Katherine Short-MeyersonPeter RilleroPeter MeyersonMargarita Jimenez-SilvaChristopher Edwards
Background. STEM identity has emerged as an important research topic and a predictor of how youth engage with STEM inside and outside of school. Although there is a growing body of literature in this area, less work has been done specific to engineering, especially in out-of-school learning contexts.
Methods. To address this need, we conducted a qualitative investigation of five adolescent youth participating in a four-month afterschool engineering program. The study focused on how participants negotiated engineering-related identities through ongoing interactions with activities, peers