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resource research Media and Technology
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?
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TEAM MEMBERS: Ross Higashi
resource research Informal/Formal Connections
Overlaying Computer Science (CS) courses on top of inequitable schooling systems will not move us toward “CS for All.” This paper prioritizes the perspectives of minoritized students enrolled in high school CS classrooms across a large, urban school district in the Western United States, to help inform how CS can truly be for all.
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TEAM MEMBERS: Jean Ryoo Tiera Tanksley Cynthia Estrada Jane Margolis
resource project Media and Technology
This project will teach foundational computational thinking (CT) concepts to preschoolers by creating a series of mobile apps to guide families through sequenced sets of videos and hands-on activities. To support families at home it would also develop a new library model to build librarians' computational thinking content knowledge and self-efficacy so they can support parents' efforts with their children. Computational thinking is a an increasingly critical skill for learning and success in the workforce. It includes the ability to identify problems, brainstorm and generate solutions and processes that can be communicated and followed by computers or humans. There are few projects that introduce computational thinking to young children. Very little research has been done on the ways that parents can facilitate children's engagement in CT skills. And developing a model that trains and supports librarians to become virtual coaches of parents as they engage with their children in CT, will leverage and build the expertise of librarians. The project's target audience includes parents and children living in rural areas where access to CT learning may be very limited. Project partners include the EDC, a major research organization, the American Library Association, and BUILD, a national association that promotes collaborations across library, kindergarten readiness, and public media programming.

The formative research study asks: 1) What supports do parents of preschoolers in rural communities need in order to effectively engage in CT with their children at home? and 2) How can libraries in rural communities support joint CT exploration in family homes? The summative research study asks: 3) how can an intervention that combines media resources, mobile technology, and library supports foster sustained joint parent/child engagement and positive attitudes around CT? Researchers will develop a parent survey, adapting several scales from previously developed instruments that ask parents to report on children's use of CT-related vocabulary and CT-related attitudes and dispositions. Survey scales will assess librarians' attitudes towards CT, as well as their self-efficacy in supporting parents in CT in a virtual environment. During the formative study, EDC will pilot-test survey scales with 30 parents and 6 librarians in rural MS and KY. Analyses will be primarily qualitative and will be geared toward producing rapid feedback for the development team. Quantitative analyses will be used on parent app use, using both time query and back-end data, exploring factors associated with time spent using apps. The summative study will evaluate how the new media resources and mobile technology, in combination with the library virtual implementation model, support families' joint engagement with CT, and positive attitudes around CT. The researchers will recruit 125 low-income families with 4- to 5-year-old children in rural MS and KY to participate in the study. They will randomly assign families within each library to the full intervention condition, including media resources, mobile technology, and library support delivered through the virtual implementation model, or the media and mobile-technology-only condition. This design will allow researchers to understand more fully the additional benefit of library support for rural families' sustained engagement, and conversely, see the comparative impact of a media- and mobile-technology only intervention, given that some families might not be able to access virtual or physical library support.

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. This project is co-funded by the Innovative Technology Experiences for Students and Teachers (ITEST) program, which supports projects that build understandings of practices, program elements, contexts and processes contributing to increasing students' knowledge and interest in science, technology, engineering, and mathematics (STEM) and information and communication technology (ICT) careers.

This Innovations in Development 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: Marisa Wolsky Heather Lavigne Jessica Andrews Janna Kook
resource research Public Programs
This paper contributes a theoretical framework informed by historical, philosophical and ethnographic studies of science practice to argue that data should be considered to be actively produced, rather than passively collected. We further argue that traditional school science laboratory investigations misconstrue the nature of data and overly constrain student agency in their production. We use our “Data Production” framework to analyze activity of and interviews with high school students who created data using sensors and software in a ninth-grade integrated science class. To understand the
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TEAM MEMBERS: Lisa Hardy Colin Dixon Sherry Hsi
resource project Public Programs
While the term 'failure' brings to mind negative associations, there is a current focus on failure as a driver of innovation and development in many professional fields. It is also emerging from prior research that for STEM professionals and educators, failure plays an important role in designing and making to increase learning, persistence and other noncognitive skills such as self-efficacy and independence. By investigating how youth and educators attend to moments of failure, how they interpret what this means, and how they respond, we will be better able to understand the dynamics of each part of the experience. The research team will be working with youth from urban, suburban and rural settings, students from Title I schools or who qualify for free/reduced-price lunches, those from racial and ethnic minority groups, as well as students who are learning English as a second language. These youth are from groups traditionally underrepresented in STEM and in making, and research indicates they are more likely to experience negative outcomes when they experience failure.

The intellectual merit of this project centers on establishing a baseline understanding of how failure in making is triggered and experienced by youth, what role educators play in the process, and what can be done to increase persistence and learning, rather than failure being an end-state. The research team will investigate these issues through the use of qualitative and quantitative research methods. In particular, the team will design and evaluate the effectiveness of interventions on increasing the abilities of youth and educators in noticing and responding to failures and increasing positive (e.g., resilience) outcomes. Research sites are selected because they will allow collection of data on youth from a wide range of backgrounds. The research team will also work to test and revise their hypothesized model of the influence of factors on persistence through failures in making. This project is a part of NSF's Maker Dear Colleague Letter (DCL) portfolio (NSF 15-086), a collaborative investment of Directorates for Computer & Information Science & Engineering (CISE), Education and Human Resources (EHR) and Engineering (ENG).
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TEAM MEMBERS: Adam Maltese Amber Simpson Alice Anderson
resource project Public Programs
The youth-based ITEST proposal, Invention, Design, Engineering and Art Cooperative (IDEA), will provide 100 students in grades 8-12 from the East Side of St. Paul, Minnesota with IT experiences in engineering and design. The content focus is mechanical and electrical engineering, such as product design, electronics, and robotics with an emphasis on 21st century job skills, including skills in advanced areas of microcontrollers, sensors, 3-D modeling software, and web software development for sharing iterative engineering product design ideas and maintaining progress on student product development. These technologies are practical and specific to careers in engineering and standards for technological literacy. During the three-year project period, a scaffolding process will be used to move students from exploratory activities in Design Teams in the 8th and 9th grades to paid employment experiences in grades 10-12 as part of Invention Crews. All design and product invention work will be directly connected to solving problems for local communities, including families and local businesses. For grades 8 and 9, students will receive 170 total contact hours per year and for grades 10-12, 280 contact hours per year. The participant target goal is 75% participation by girls, and African-American and Latino youth. Students participating in this project are situated within the country's most diverse urban districts with students speaking more than 103 languages and dialects. The schools targeted by this project average 84% of students receiving free or reduced price lunches, and have a population with 81% falling below proficiency in the Grade 8/11 Math MCA-II Test. To achieve the project goals of recruiting underrepresented students, and supporting academic transitions from middle and high school to college and university, the project team aggregated an impressive group of project partners that include schools, colleges, universities, and highly experienced youth and community groups, technology businesses that will provide mentoring of students and extensive involvement by parent and family services. Every partner committed to the project has a longstanding and abiding commitment to serving students from economically challenged areas.
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TEAM MEMBERS: Anika Ward Kristen Murray Rachel Gates David Gundale
resource project Public Programs
Voyage of Discovery is a comprehensive and innovative project designed to provide K-12 youth in Baltimore City with an introduction to mathematics, engineering, technology, environmental science, and computer and information science, as it relates to the maritime and aerospace industries. The Sankofa Institute, in partnership with the Living Classrooms Foundation and a host of marine, informal science, community, and educational organizations, collaborate to make science relevant for inner-city youth by infusing science across the curriculum and by addressing aspects of history and culture. Youth are introduced to historical, current, and future innovations in shipbuilding as a means to learn the science, mathematics, and history associated with navigation, transportation, environmental science, and shipping. Activities will take place at the Frederick Douglass-Isaac Myers Maritime Park and Museum where students participate in intensive afterschool, Saturday, and summer sessions. Families are invited for pre-session orientation meetings and again at the end of each session to observe student progress. This project will provide over 3,900 K-12 youth with the opportunity to learn mathematics (algebra, geometry, and trigonometry), physics (gravity, density, mechanics), design, and estuarine biology while participating in hands-on sessions. Project deliverables include a 26-foot wooden boat, a working model of a dirigible, a submarine model, and pilot control panel models, all constructed by students and subsequently incorporated into exhibits at the USS Constellation Museum. The project also results in the production of two curricula--one each on celestial navigation and propulsion. Voyage of Discovery informs the literature on inquiry-based informal science education programs and strategies to engage minority and low-income youth in learning science and technology.
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TEAM MEMBERS: Sandra Parker Scott Raymond
resource research Public Programs
This article investigates the development of agency in science among low-income urban youth aged 10 to 14 as they participated in a voluntary year-round program on green energy technologies conducted at a local community club in a midwestern city. Focusing on how youth engaged a summer unit on understanding and modeling the relationship between energy use and the health of the urban environment, we use ethnographic data to discuss how the youth asserted themselves as community science experts in ways that took up and broke down the contradictory roles of being a producer and a critic of
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TEAM MEMBERS: Angela Calabrese Barton Edna Tan