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.
Many Black youth in both urban and rural areas lack engaging opportunities to learn mathematics in a manner that leads to full participation in STEM. The Young People’s Project (YPP), the Baltimore Algebra Project (BAP), and the Education for Liberation Network (EdLib) each have over two decades of experience working on this issue. In the city of Baltimore, where 90% of youth in poverty are Black, and only 5% of these students meet or exceed expectations in math, BAP, a youth led organization, develops and employs high school and college age youth to provide after-school tutoring in Algebra 1, and to advocate for a more just education for themselves and their peers. YPP works in urban or rural low income communities that span the country developing Math Literacy Worker programs that employ young people ages 14-22 to create spaces to help their younger peers learn math. Building on these deep and rich experiences, this Innovations in Development project studies how Black students see themselves as mathematicians in the context of paid peer-to-peer math teaching--a combined social, pedagogical, and economic strategy. Focusing primarily in Baltimore, the project studies how young people grow into new self-definitions through their work in informal, student-determined math learning spaces, structured collaboratively with adults who are experts in both mathematics and youth development. The project seeks to demonstrate the benefits of investing in young people as learners, teachers, and educational collaborators as part of a core strategy to improve math learning outcomes for all students.
The project uses a mixed methods approach to describe how mathematical identity develops over time in young people employed in a Youth-Directed Mathematics Collaboratory. 60 high school aged students with varying mathematical backgrounds (first in Baltimore and later in Boston) will learn how to develop peer- and near-peer led math activities with local young people in informal settings, after-school programs, camps, and community centers, reaching approximately 600 youth/children. The high school aged youth employed in this project will develop their own math skills and their own pedagogical skills through the already existing YPP and BAP structures, made up largely of peers and near-peers just like themselves. They will also participate in on-going conversations within the Collaboratory and with the community about the cultural significance of doing mathematics, which for YPP and BAP is a part of the ongoing Civil Rights/Human Rights movement. Mathematical identity will be studied along four dimensions: (a) students’ sequencing and interpretation of past mathematical experiences (autobiographical identity); (b) other people’s talk to them and their talk about themselves as learners, doers, and teachers of mathematics (discoursal identity); (c) the development of their own voices in descriptions and uses of mathematical knowledge and ideas (authorial identity); and (d) their acceptance or rejection of available selfhoods (socio-culturally available identity). Intended outcomes from the project include a clear description of how mathematical identity develops in paid peer-teaching contexts, and growing recognition from both local communities and policy-makers that young people have a key role to play, not only as learners, but also as teachers and as co-researchers of mathematics education.
This Innovations in Development project is funded by the Advancing Informal STEM Learning (AISL) program.
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TEAM MEMBERS:
Jay GillenMaisha MosesThomas NikundiweNaama LewisAlice Cook
This project will examine the characteristics and outcomes of a large sample of environmental education field trip programs for youth to elucidate program characteristics that most powerfully influence 21st century learning outcomes. Environmental education programs for youth, particularly day-long school trip programs, are popular and reside at the intersection of formal and informal STEM education. Such field trips provide opportunities for diverse audiences to participate in shared learning experiences, but current understanding of what leads to success in these programs is limited. This large-scale study will address this gap in knowledge by investigating the linkages between program characteristics and participant outcomes for at least 800 single-day environmental education field trip programs for youth in grades 5-8, particularly programs for diverse and underserved audiences. This study will result in the identification of evidence-based practices that will inform future program design for a wide variety of settings, including nature centers, national parks, zoos, museums, aquaria, and other locations providing informal environmental education programs.
This Research in Service to Practice study is guided by two research questions: 1) What program characteristics (context, design, and delivery) most powerfully influence learner self-determination and learner outcomes? And 2) Do the most influential program characteristics differ across diverse and underserved audiences (e.g. African American, Hispanic/Latino, economically disadvantaged) and contexts (e.g. rural versus urban)? This project will examine a wide range of program-related factors, including pedagogical approaches and contextual characteristics. A valid and reliable protocol for observing 78 program characteristics hypothesized to influence learner outcomes developed by a previous project will be used to systematically sample and observe 500 single-day environmental education field trip programs for youth in grades 5-8 distributed across at least 40 U.S. states and territories. Programs for diverse and underserved youth will be emphasized, and a diverse set of programs in terms of program type and context will be sought. Data from this sample will be combined with those of an existing sample of 334 programs provided by over 90 providers. The final combined sample of over 800 programs will provide sufficient statistical power to confidently identify which program components are most consistently linked with learning outcomes. This sample size will also enable stratification of the sample for examination of these relationships within relevant subpopulations. Principal component analyses will be used to reduce data in theoretically meaningful and statistically valid ways, and multilevel structural equation modeling will be employed to examine the influences of both participants' individual characteristics and program and context characteristics on participant outcomes. Since one research question focuses on whether program outcomes are the same across different audiences, the project will include at least 200 programs for each of three specific audiences to ensure sufficient statistical power for confidence in the results: primarily African American, primarily Hispanic/Latino, and primarily White.
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.
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TEAM MEMBERS:
Robert PowellMarc SternBrandon Frensley