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resource evaluation Public Programs
Overview of Clever Together/Juntos somos ingeniosos and Evaluation: As part of the National Science Foundation funded "Sustainability: Promoting Sustainable Decision Making in Informal Education" project, the Oregon Museum of Science and Industry (OMSI) and its partners developed a bilingual (Spanish/English) exhibition. The goal of this and other project deliverables was to promote sustainable decision making by building skills that allow participants to weigh their choices and choose more sustainable practices. Clever Together/Juntos somos ingeniosos is a permanent, bilingual exhibition at
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TEAM MEMBERS: Oregon Museum of Science and Industry Renee B. Curtis
resource evaluation Public Programs
Overview of Sustainability Events and Evaluation: As part of the National Science Foundation funded Sustainability: Promoting Sustainable Decision Making in Informal Education project, the Oregon Museum of Science and Industry (OMSI) project team designed and hosted seven events between September 2011 and July 2014. In line with the overall project goals: Participants will 1) capture the big idea, “We can cultivate a more sustainable community by building skills and making decisions that maximize positive impacts,” 2) practice skills necessary for making more sustainable choices that consider
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TEAM MEMBERS: Oregon Museum of Science and Industry Renee B. Curtis
resource research Media and Technology
Based on work in media studies, new literacy studies, applied linguistics, the arts and empirical research on the experiences of urban youths’ informal media arts practices we articulate a new vision for media education in the digital age that encompasses new genres, convergence, media mixes, and participation. We first outline the history of how students’ creative production has been used to meet the goals of media educators and highlight new trends in media education that are instructive for creative production. Our goal is to introduce and situate the new ways in which youth are
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TEAM MEMBERS: Kylie Peppler Yasmin Kafai
resource research Media and Technology
In this paper we articulate an alternative approach to look at video games and learning to become a creator and contributor in the digital culture. Previous discussions have focused mostly on playing games and learning. Here, we discuss game making approaches and their benefits for illuminating game preferences and learning both software design and other academic content. We report on an ongoing ethnographic study that documents youth producing video games in a community design studio. We illustrate how video game making can provide a context for addressing issues of participation
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TEAM MEMBERS: Kylie Peppler Yasmin Kafai
resource research Media and Technology
In today's rapidly changing world, people must continually come up with creative solutions to unexpected problems. Success is based not only on what one knows or how much one knows, but on one's ability to think and act creatively. In short, people are now living in the Creative Society. Unfortunately, few of today's classrooms focus on helping students develop as creative thinkers. In addition, the proliferation of new technologies is quickening the pace of change, accentuating the need for creative thinking in all aspects of people's lives. In this article, the author discusses two
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TEAM MEMBERS: Mitchel Resnick
resource research Media and Technology
Media Arts within primary and secondary education is a relatively new avenue of research. Within the context of the arts classroom, rarely is learning to program emphasized despite its importance for creative expression in a digital medium. We present outcomes from an extensive field study at a digital studio where youth accessed programming environments emphasizing graphic, music and video. Learning the language of creative coding is essential to expression in a digital medium — one with increasing importance for youth and society at large. Here, we argue that it’s not just in the viewing or
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TEAM MEMBERS: Kylie Peppler Yasmin Kafai
resource project Media and Technology
This REAL project arises from the 2013 solicitation on Data-intensive Research to Improve Teaching and Learning. The intention of that effort is to bring together researchers from across disciplines to foster novel, transformative, multidisciplinary approaches to using the data in large education-related data sets to create actionable knowledge for improving STEM teaching and learning environments in the medium term and to revolutionize learning in the longer term. This project addresses the issue of how to represent and communicate data to young people so that they can track their learning and weaknesses and take advantage of what they learn through that tracking. The project team aims to address this challenge by giving young people (middle schoolers) the tools and support to create, manipulate, analyze, and share representations of their own understanding, capabilities, and participation within the Scratch environment. Scratch is a programming language and online community in which youngsters (mostly middle schoolers) engage in programming together, sometimes to make scientific models and sometimes to express themselves artistically using sophisticated computer algorithms. Scratch community participants are often interested in keeping track of what they are learning, so this population is a good one for exploring ways of helping young people make sense of data that records their participation and learning. The team will extend the Scratch programming language with facilities for manipulating, analyzing, and representing such data, and Scratch participants will be challenged to make sense of their learning and participation data and helped to use the new facilities to do write programs to carry out such interpretation. Scratch participants will become visualizers of their participation patterns and learning trajectories; research will address how such data explorations influence their learning trajectories. Scratch and its community are the place for the proposed investigations, but what is learned will apply far more broadly to construction of tools for allowing learners to understand their participation and learning across a broad range of environments. This project addresses the sixth challenge in the program solicitation: how can information extracted from large datasets be represented and communicated to maximize its usefulness in real-time educational stings, and what delivery mechanisms are right for that? The PIs go right to the learners; rather than looking for delivery mechanisms for communicating the data representations, they give young people tools and support to create manipulate, analyze, and share those representations, bringing together approaches to quantitative evidence-based learning analytics with the constructionist tradition of learning through design experiences. In addition to helping us learn about how to help youngsters analyze data about their perforance and self-assess, the PIs expect that their endeavor will help us better learn how to help young people become data analyzers, an important part of computational thinking. Learners will, in the process of engaging with data representing their development and participation, interact with visualizations, model and troubleshoot data sets, and search for patterns in large data sets. In addition, the tools being developed as part of this project will be applicable for analysis of other types of data sets. The results that will transfer beyond Scratch and the Scratch community, are (1) the kinds of tools that make such analysis possible for youngsters, (2) the kinds of challenges that will get youngsters interested in doing such analyses, (3) the kinds of data youngsters can handle, and (4) the kinds of scaffolding and coaching youngsters need to make sense of that data.
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TEAM MEMBERS: Benjamin Mako Hill Mitchel Resnick Natalie Rusk
resource project Media and Technology
This Cyberlearning Integration and Deployment (INDP) project brings together an interdisciplinary research team from the MIT Media Lab, the Digital Media and Learning Hub at University of California Irvine, and Harvard University's Berkman Center for Internet and Society to explore development and use of new types of online tools, activities, and gatherings to engage more young people in developing computational fluency, particularly youth from groups currently underrepresented in computing. The project builds on the success of the NSF-funded Scratch programming language and online community (http://scratch.mit.edu), where more than 1.5 million young people have created interactive stories, games, animations, and simulations based on their interests. The Coding for All project aims to provide new pathways into Scratch for youth from populations that are not currently drawn in easily to technological and scientific discourse and activities. The PIs are designing and refining a variety of interest-based microworlds -- introductory programming environments that are customized to particular interests of youngsters in those populations -- to provide easier and more inviting entry points for getting started with coding, and they aim to develop guidelines for designing microworlds that are simple enough not to be overwhelming, engaging enough to draw youngsters in, rich enough to allow creative expression, and tuned well enough to the interests and prior knowledge of new participants to foster curiosity and learning. In addition, the team is exploring how to use personnel in libraries and other spaces where low-income youth congregate to support initial introduction to and engagement with these microworlds and developing and refining tools to support interest-based on-line hangouts and unconferences, where young people who become engaged through these microworlds can meet peers and mentors to share ideas, form collaborations, and increase their programming and expressive capabilities. The PIs are collecting much data about the engagement and participation of youngsters, the development of their skills and understanding, and the development of their interests, and their analysis will contribute to deeper understanding of needed supports, pathways, and outcomes related to computational fluency. This project addresses the need to draw in and promote learning among those in populations not served well by current educational practices and important national priorities in workforce development, equity, and the need for a technologically fluent public. The project's tools and activities will provide alternative pathways into coding, increasing opportunities for young people in non-dominant communities to develop computational fluency. The focus on public libraries explores how to use public educational institutions most geared towards serving the technology needs and diverse interests of non-dominant communities in taking advantage of new online learning opportunities. The findings from this research will inform researchers and practitioners concerned with STEM-related learning, online educational resources, equity in education, and cyberlaw.
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TEAM MEMBERS: Mizuko Ito Mitchel Resnick Natalie Rusk Urs Gasser
resource project Media and Technology
The ScratchEd project, led by faculty at the Massachusetts Institute of Technology and professionals at the Education Development Center, is designing, developing, and studying an innovative model for professional development (PD) of teachers who use the Scratch computer programming environment to help their students learn computational thinking. The fundamental hypothesis of the project is that engagement in workshops and on-line activities of the ScratchEd professional development community will enhance teacher knowledge about computational thinking, their practice of design-based instruction, and their students' learning of key computational thinking concepts and habits of mind. The effectiveness of the ScratchEd project is being evaluated by research addressing four specific questions: (1) What are the levels of teacher participation in the various ScratchEd PD offerings and what do teachers think of these experiences? (2) Do teachers who participate in ScratchEd PD activities change their use of Scratch in classroom instruction to create design-based learning opportunities? (3) Do the students of teachers who participate in the ScratchEd PD activities show evidence of developing an understanding of computational thinking concepts and processes? (4) When the research instruments developed for the evaluation are made available for teachers in the Scratch community to use for self-evaluation, how do teachers make use of them? Because both computational thinking and design-based instruction are complex activities, the project research is using a combination of survey, interview, and artifact analysis methods to answer the questions. The ScratchEd professional development and research work will provide important insight into the challenge of helping teachers create productive learning environments for development of computational thinking. Those efforts will also yield a set of evaluation tools that can be integrated into the ScratchEd resources and used by others to study development of computational thinking and design-based instruction.
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TEAM MEMBERS: Mitchel Resnick
resource project Media and Technology
This project's aim is to understand collaboration, cooperation, and learning in the context of a large, distributed virtual organization consisting of children and teachers building web-based simulations and animations using the Scratch software. The PIs will study the nature and patterns of cooperation in the Scratch decentralized learning environment, establish principles to guide the development of systems that foster cooperative attitudes and behaviors, and develop strategies to cultivate computational-thinking capacities that are important for productive cooperation and problem-solving in virtual organizations. The Scratch community consists of over 400,000 registered members discussing, remixing, and reusing more than a million projects. The project is a collaborative project with researchers from MIT, Harvard, and the University of Pennsylvania drawn from computer science, psychology, child development, education, organizational science, and economics. Using a novel combination of experimental and ethnographic methods, the research will provide insights into how young people cooperate in virtual organizations, their attitudes and motivations related to cooperation, and their development of computational-thinking skills and capacities necessary for productive cooperation and creative learning. The researchers expect that the findings will contribute to the design and understanding of more effective virtual organizations, particularly in the areas of learning, education, and cooperative creation. The methods used include observational studies, design interventions, and field experiments. The test bed will be the Scratch community and the evaluations will be done by mining the online record of cooperation in the construction of new simulations and animations. The outcomes of the project will include an improved Scratch environment, design principles for the construction of distributed virtual organizations that encourage cooperation and co-construction of knowledge and artifacts, and new methods of teaching computational thinking in an engaging environment. The Scratch community of 400,000 members will be part of this work. This project is potentially transformative because of the engaging nature of this particular application, because of its applicability to similar virtual communities, and because of its promise to reach a diverse community of learners.
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TEAM MEMBERS: Mitchel Resnick Natalie Rusk John Maloney Yochai Benkler Yasmin Kafai
resource project Media and Technology
Investigators from the MIT Media Lab will develop and study a new generation of the Scratch programming platform, designed to help young people learn to think creatively, reason systematically, and work collaboratively -- essential skills for success in the 21st century. With Scratch, young people (ages 8 and up) can program their own interactive stories, games, animations, and simulations, then share their creations with others online. Young people around the world have already shared more than 1 million projects on the Scratch community website (http://scratch.mit.edu). The new generation, called Scratch 2.0, will be fully integrated into the Internet, so that young people can more seamlessly share and collaborate on projects, access online data, and program interactions with social media. The research is divided into two strands: (1) Technological infrastructure for creative collaboration. With Scratch 2.0, people will be able to design and program new types of web-based interactions and services. For example, they will be able to program interactions with social-media websites (such as Facebook), create visualizations with online data, and program their own collaborative applications. (2) Design experiments for creative collaboration. As the team develops Scratch 2.0, they will run online experiments to study how their design decisions influence the ways in which people collaborate on creative projects, as well as their attitudes towards collaboration. This work builds on a previous NSF grant (ITR-0325828) that supported the development of Scratch. Since its public launch in 2007, Scratch has become a vibrant online community, in which young people program and share interactive stories, games, animations, and simulations - and, in the process, learn important computational concepts and strategies for designing, problem solving, and collaborating. Each day, members of the Scratch community upload nearly 1500 new Scratch projects to the website - on average, a new project almost every minute. In developing Scratch 2.0, the team will focus on two questions from the NSF Program Solicitation: (1) Will the research lead to the development of new technologies to support human creativity? (2) Will the research lead to innovative educational approaches in computer science, science, or engineering that reward creativity?

Intellectual Merit: The intellectual merit of the project is based on its study of how new technologies can foster creativity and collaboration. The investigators will conduct design experiments to examine how new features of Scratch 2.0 engage young people in new forms of creative expression, collaboration, learning, and metadesign. Young people are already interacting with many cloud-based services (such as YouTube and Facebook). But Scratch 2.0 is fundamentally different in that it aims to engage people in programming their own projects and activities in the cloud. With Scratch 2.0, young people won't just interact with the cloud, they will create in the cloud. The goal is to democratize the development of cloud-based activities, so that everyone can become an active contributor to the cloud, not just a consumer of cloud-based services. This development and study of Scratch 2.0 will lead to new insights into strategies for engaging young people in activities that cultivate collaboration and creativity. Broader Impacts: The broader impact of the project is based on its ability to broaden participation in programming and computer science. The current version of Scratch has already helped attract a broader diversity of students to computer science compared to other programming platforms. The investigators expect that the collaboration and social-media features of Scratch 2.0 will resonate with the interests of today's youth and further broaden participation. Integration of Scratch into the introductory computer science course at Harvard led to a sharp reduction in the number of students dropping the course, and an increase in the retention of female students. There have been similar results in pre-college courses. The National Center for Women & Information Technology (NCWIT) calls Scratch a promising practice for increasing gender diversity in IT.
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TEAM MEMBERS: Mitchel Resnick
resource research Informal/Formal Connections
This document was shared in the session “Math Phobia and Science Centers: Some International Perspectives” at the 2004 Association of Science-Technology Centers (ASTC) Conference in San Jose, California. It explores math phobia as a cultural (and specifically English-speaking) phenomenon, using examples from his experiences in France and working with the Tuyuka, an indigenous population in Brazil. He links math phobia to a disconnect between math as a part of everyday life and math as a formal process disconnected from one's experiences.
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TEAM MEMBERS: Maurice Bazin