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.
Over the three-year project duration, Audubon will bring educators from its nationwide network of thirty-four Nature Centers (including urban, suburban, and rural sites), together with over 510 young adults (ages 18-25) from its network of college campus chapters. An evidence-based curriculum and community science activities will be created and tested, relying heavily on a team of experts in ornithology, climate science research, STEM curriculum design, diversity, and informal science education. College students will advise on the design of content and activities to effectively interest and engage young adults. These students will be recruited from the new Audubon Campus Chapters Program, which includes 111 college and university campuses, among them, 19 Historically Black Colleges and Universities (HBCUs) and other Minority Serving Institutions (MSIs). The target population will be surveyed to also understand their current and likely participation in guided nature experiences and knowledge base in climate science. Current best practices in guided nature experiences will be gathered from across the Audubon network. The implementation efforts will result in a national STEM model, with train-the-trainer guides and workshops for informal science educators and public engagement opportunities focused on improving the state and condition of avian habitats and communities through climate science research. An external evaluation will be conducted and will include data collection methods such as retrospective pre and post surveys, semi-structured interviews, focus groups, and an embedded assessment to determine impact. The findings will be used to iteratively refine the evidence-based curriculum and measure STEM learning outcomes for the guided nature experience participants. The evaluation will address four areas: (1) fidelity of program implementation to promote accountability; (2) formative evaluation to understand needs and interests of young adults (ages 18-25), and subsequently inform program design; (3) outcomes for Center educators, to inform iterative improvement; and (4) outcomes for program participants, to contribute to the growing knowledge base on effective practices for STEM learning in informal settings.
This Innovations in Development 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 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:
Loren SmithMark ScallionHeather Starck
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
Supported by the National Science Foundation, the Global Soundscapes! Big Data, Big Screens, Open Ears project employs a variety of informal learning experiences to present the physics of sound and the new science of soundscape ecology. The interdisciplinary science analyzes sounds over time in different ecosystems around the world. The major components of the Global Soundscapes project are an educator-led interactive giant-screen theater program and hands-on group activities. Multimedia Research, an independent evaluation firm, implemented a summative evaluation with low income, inner-city