Research that seeks to understand classroom interactions often relies on video recordings of classrooms so that researchers can document and analyze what teachers and students are doing in the learning environment. When studies are large scale, this analysis is challenging in part because it is time-consuming to review and code large quantities of video. For example, hundreds of hours of videotaped interaction between students working in an after-school program for advancing computational thinking and engineering learning for Latino/a students. This project is exploring the use of computer-assisted methods for video analysis to support manual coding by researchers. The project is adapting procedures used for computer-aided diagnosis systems for medical systems. The computer-assisted process creates summaries that can then be used by researchers to identify critical events and to describe patterns of activities in the classroom such as students talking to each other or writing during a small group project. Creating the summaries requires analyzing video for facial recognition, motion, color and object identification. The project will investigate what parts of student participation and teaching can be analyzed using computer-assisted video analysis. This project is supported by NSF's EHR Core Research (ECR) program, the STEM+C program and the AISL program. The ECR program emphasizes fundamental STEM education research that generates foundational knowledge in the field. The project is funded by the STEM+Computing program, which seeks to address emerging challenges in computational STEM areas through the applied integration of computational thinking and computing activities within disciplinary STEM teaching and learning in early childhood education through high school (preK-12). 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 video analysis systems will provide video summarizations for specific activities which will allow researchers to use these results to quantify student participation and document teaching practices that support student learning. This will support the analysis of large volumes of video data that are often time-consuming to analyze. The video analysis system will identify objects in the scene and then use measures of distances between objects and other tracking methods to code different activities (e.g., typing, talking, interaction between the student and a facilitator). The two groups of research questions are as follows. (1) How can human review of digital videos benefit from computer-assisted video analysis methods? Which aspects of video summarization (e.g., detected activities) can help reduce the time it takes to review the videos? Beyond audio analytics, what types of future research in video summarization can help reduce the time that it takes to review videos? (2) How can we quantify student participation using computer-assisted video analysis methods? What aspects of student participation can be accurately measures by computer-assisted video analysis methods? The video to be used for this study is drawn from a project focused on engineering and computational thinking learning for Latino/a students in an after-school setting. Hundreds of hours of video are available to be reviewed and analyzed to design and refine the system. The resulting coding will also help document patterns of engagement in the learning environment.
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:
Marios PattichisSylvia Celedon-PattichisCarlos LopezLeiva
In April 2018, FHI 360, under the leadership of Maryann Stimmer and Merle Froschl, convened a meeting of thought leaders in Washington, D.C. to capture a “snapshot” of STEM education. They subsequently conducted additional interviews with more than 50 local and national policy leaders; public and private funders; researchers; PreK-12 and post-secondary educators; parents, and leaders of afterschool programs, science centers and youth-serving organizations. The purpose of this summary report is to identify current trends and gaps to inform research, policy, and practice in order to reinforce
Informal science learning (ISL) organizations that are successful at providing meaningful science, technology, engineering, arts, and mathematics (STEAM) experiences for Latino children, youth, and their families share some common traits. They have leaders and staff who believe in the importance of developing culturally relevant models and frameworks that meet the needs and acknowledge the legacy of STEAM in Latino communities. Such organizations are willing to take risks to create experiences that are culturally meaningful, garner funding and implement programs by working closely with their
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TEAM MEMBERS:
Cheryl JuarezVerónika NúñezExploratorium
This study explored the effect of depth of learning (as measured in hours) on creativity, curiosity, persistence and self-efficacy. We engaged ~900 parents and 900 students across 21 sites in Washington, Chicago, Los Angeles, New York, Alabama, Virginia and the United Arab Emirates, in 5-week (10-hr) Curiosity Machine programs. Iridescent trained partners to implement the programs. Thus, this analysis was also trying to establish a baseline to measure any loss in impact from scaling our programs and moving to a “train-the-trainer” model. We analyzed 769 surveys out of which 126 were paired. On
The data collection for this project involved three audiences: (1) a post-event survey completed by participants at the 'Eight-Legged Encounters' event, (2) a club experience survey completed by middle school students in an after-school club, and (3) focus groups, observations, and end-of-course evaluations conducted with students in the BIOS 497/897 'Communicating Science through Outreach' seminar class at the University of Lincoln, Nebraska. Year two data collection was completed from September 2013 - March 2014. Appendix includes survey.
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TEAM MEMBERS:
University of Nebraska-LincolnEileen Hebets
The data collection for this project involves three audiences: (1) a post-event survey completed by participants at the 'Eight-Legged Encounters' event, (2) a club experience survey completed by middle school students in an after school club, and (3) focus groups, observations, and end-of-course evaluations conducted with students in the BIOS 497/897 'Communicating Science through Outreach' seminar class at the University of Nebraska-Lincoln. Data was collected from February to April, 2013 and the evaluation was conducted by the Bureau of Sociological Research (BOSR). Appendix contains surveys
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TEAM MEMBERS:
University of Nebraska-LincolnEileen Hebets
Positive behavior support, with its emphasis on teaching desired actions rather than punishing undesirable actions, can be a powerful tool for managing young people’s behavior. This article examines its' application in afterschool settings.
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TEAM MEMBERS:
Brian McKevittJessica DempseyJackie TernusMark Shriver
Afterschool staff need to be able to supervise young participants so they can engage safely in a variety of activities. Afterschool programs should create a strong procedural plan to protect young people from harm and the program from liability.
A three-day art project in an afterschool program with no specific arts component illustrates the potential—and the challenges—of engaging children in creating art using recycled materials.
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TEAM MEMBERS:
Angela EckhoffAmy HallenbeckMindy Spearman
This article from Afterschool Matters explores the challenge of engaging boys in writing. Loeper examines the difference between "engagement" and "flow", providing generalizable lessons for fostering engagement in out of school time activities.
In this article, we explore how two informal educational contexts—an aquarium and an after-school science program—enabled disenfranchised learners to adopt an identity as insiders to the world of science. We tell the stories of four youth, relating what doing science meant to them and how they positioned themselves in relation to science. We contribute to the extensive literature on the value of learning beyond the school walls, yet focus on ethnically and linguistically diverse youth from low-income backgrounds who have often been excluded from such settings. We suggest that such out-of
This issue brief illustrates the power of strong, successful partnerships between afterschool programs and STEM-rich institutions. Additionally, the partnerships described offer promising and innovative models that can have a significant impact on both students and their instructors. Afterschool programs have a long and rich history of leveraging community resources to best meet the needs of the youth they serve. They recognize that STEM-rich institutions -- science centers and museums, universities and colleges, corporations and businesses, and government agencies -- have a lot to offer. All