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resource project Informal/Formal Connections
The Council for Opportunity in Education, in collaboration with TERC, seeks to advance the understanding of social and cultural factors that increase retention of women of color in computing; and implement and evaluate a mentoring and networking intervention for undergraduate women of color based on the project's research findings. Computing is unique because it ranks as one of the STEM fields that are least populated by women of color, and because while representation of women of color is increasing in nearly every other STEM field, it is currently decreasing in computing - even as national job prospects in technology fields increase. The project staff will conduct an extensive study of programs that have successfully served women of color in the computing fields and will conduct formal interviews with 15 professional women of color who have thrived in computing to learn about their educational strategies. Based on those findings, the project staff will develop and assess a small-scale intervention that will be modeled on the practices of mentoring and networking which have been established as effective among women of color who are students of STEM disciplines. By partnering with Broadening Participation in Computing Alliances and local and national organizations dedicated to diversifying computing, project staff will identify both women of color undergraduates to participate in the intervention and professionals who can serve as mentors to the undergraduates in the intervention phase of the project. Assisting the researchers will be a distinguished Advisory Board that provides expertise in broadening the representation of women of color in STEM education. The external evaluator will provide formative and summative assessments of the project's case study data and narratives data using methods of study analysis and narrative inquiry and will lead the formative and summative evaluation of the intervention using a mixed methods approach. The intervention evaluation will focus on three variables: 1) students' attitudes toward computer science, 2) their persistence in computer science and 3) their participant attitudes toward, and experiences in, the intervention.

This project extends the PIs' previous NSF-funded work on factors that impact the success of women of color in STEM. The project will contribute an improved understanding of the complex challenges that women of color encounter in computing. It will also illuminate individual and programmatic strategies that enable them to participate more fully and in greater numbers. The ultimate broader impact of the project should be a proven, scalable model for reversing the downward trend in the rates at which women of color earn bachelor's degrees in computer science.
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TEAM MEMBERS: Apriel Hodari Maria Ong
resource project Museum and Science Center Programs
The American Museum of Natural History (AMNH), in collaboration with New York University's Institute for Education and Social Policy and the University of Southern Maine Center for Evaluation and Policy, will develop and evaluate a new teacher education program model to prepare science teachers through a partnership between a world class science museum and high need schools in metropolitan New York City (NYC). This innovative pilot residency model was approved by the New York State (NYS) Board of Regents as part of the state’s Race To The Top award. The program will prepare a total of 50 candidates in two cohorts (2012 and 2013) to earn a Board of Regents-awarded Masters of Arts in Teaching (MAT) degree with a specialization in Earth Science for grades 7-12. The program focuses on Earth Science both because it is one of the greatest areas of science teacher shortages in urban areas and because AMNH has the ability to leverage the required scientific and educational resources in Earth Science and allied disciplines, including paleontology and astrophysics.

The proposed 15-month, 36-credit residency program is followed by two additional years of mentoring for new teachers. In addition to a full academic year of residency in high-needs public schools, teacher candidates will undertake two AMNH-based clinical summer residencies; a Museum Teaching Residency prior to entering their host schools, and a Museum Science Residency prior to entering the teaching profession. All courses will be taught by teams of doctoral-level educators and scientists.

The project’s research and evaluation components will examine the factors and outcomes of a program offered through a science museum working with the formal teacher preparation system in high need schools. Formative and summative evaluations will document all aspects of the program. In light of the NYS requirement that the pilot program be implemented in high-need, low-performing schools, this project has the potential to engage, motivate and improve the Earth Science achievement and interest in STEM careers of thousands of students from traditionally underrepresented populations including English language learners, special education students, and racial minority groups. In addition, this project will gather meaningful data on the role science museums can play in preparing well-qualified Earth Science teachers. The research component will examine the impact of this new teacher preparation model on student achievement in metropolitan NYC schools. More specifically, this project asks, "How do Earth Science students taught by first year AMNH MAT Earth Science teachers perform academically in comparison with students taught by first year Earth Science teachers not prepared in the AMNH program?.”
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TEAM MEMBERS: Maritza Macdonald Meryle Weinstein Rosamond Kinzler Mordecai-Mark Mac Low Edmond Mathez David Silvernail
resource project Professional Development, Conferences, and Networks
EvaluATE is a national resource center dedicated to supporting and improving the evaluation practices of approximately 250 ATE grantees across the country. EvaluATE conducts webinars and workshops, publishes a quarterly newsletter, maintains a website with a digital resource library, develops materials to guide evaluation work, and conducts an annual survey of ATE grantees. EvaluATE's mission is to promote the goals of the ATE program by partnering with projects and centers to strengthen the program's evaluation knowledge base, expand the use of exemplary evaluation practices, and support the continuous improvement of technician education throughout the nation. EvaluATE's goals associated with this proposal are to: (1) Ensure that all ATE Principal Investigators and evaluators know the essential elements of a credible and useful evaluation; (2) Maintain a comprehensive collection of online resources for ATE evaluation; (3) Strengthen and expand the network of ATE evaluation stakeholders; and (4) Gather, synthesize, and disseminate data about the ATE program activities to advance knowledge about ATE/technician education. The Center plans to produce a comprehensive set of evaluation resources to complement other services, engaging several community college-based Principal Investigators and evaluators in that process.

EvaluATE's products are informed by current research on evaluation, the National Science Foundation's priorities for the evaluation of ATE grants, and the needs of ATE PIs and evaluators for sound guidance that is immediately relevant and usable in their contexts. The fundamental nature of EvaluATE's work is geared toward supporting ATE grantees to use evaluation regularly to improve their work and demonstrate their impacts. All of EvaluATE's products are available to the public. EvaluATE's findings from the annual survey of ATE grantees aid in advancing understanding of the status of technician education and illuminate areas for additional research. The new survey investigates ATE grantees' work to serve underrepresented and special populations, including women, people of color, and veterans. Survey data are available upon request for research and evaluation purposes.
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TEAM MEMBERS: Lori Wingate Arlen Gullickson Emma Perk Kelly Robertson Lyssa Becho
resource project Media and Technology
Education stakeholders from advocates to developers are increasingly recognizing the potential of science games in advancing student academic motivation for and interest in science and science careers. To maximize this potential, the project will use science games (e.g. Land Science, River City, and EcoMUVE), shown to be enjoyable to students and proven to promote student learning in science at the middle school level. Through a two-phase process, games will be used as vehicles for learning about ways to change how students think about science and potentially STEM careers. The goal of the intervention is to explore which processes and design features of science games will actually help students move beyond a temporary identity of being a scientist or engineer (as portrayed while playing the game) to one where students began to see themselves in real STEM careers. Students' participation will be guided by teams of teachers, faculty members, and graduate students from Drexel University and a local school. All science students attending the local inner city middle school in Philadelphia, PA, will participate in the intervention.

Using an exploratory mixed-method design, the first two years of the project will focus on exploring, characterizing, coding, and analyzing data sets from three large games designed to help students think about possible careers in science. During year 3, the project will integrate lessons learned from the first two years into the existing middle school science curriculum to engage students in a one-year intervention using PCaRD (Play Curricular activity Reflection Discussion). During the intervention, the PI will work with experts from Drexel University and a local school to collect data on the design features of Land Science to capture identity change in the science identity of the participating students. Throughout the course of year 3, the PI will observe, video, interview, survey, and use written tasks to uncover if the Land Science game is influencing students' identity in any way (from a temporary to a long-term perspective about being a scientist or engineer). Data collected during three specified waves during the intervention will be compared to analyses of existing logged data through collaborations with researchers at Harvard University and the University of Wisconsin-Madison. These comparisons will focus on similar middle-aged science students who used the same gaming environments as the students involved in this study. However, the researcher will intentionally look for characteristics related to motivation, science knowledge, and science identity change.

This project will integrate research and education to investigate learning as a process of change in student science identity within situated environmental contexts of digital science gameplay around curricular and learning activities. This integrated approach will allow the researcher to explore how gaming is inextricably linked to the student as an individual while involved in the learning of domain specific content in science. The collaboration among major university and school partners; the expertise of the researcher in educational psychology, educational technology, and science games; and the project's advisory board makes this a real-life opportunity for the researcher to use information that naturally exists in games to advance knowledge in the field about the value of gaming to changing students' science identities. It also responds to reports by the National Research Council committee on science learning and computer games, which identifies games as having the potential to catalyze new approaches to science learning.
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TEAM MEMBERS: Aroutis Foster
resource project Media and Technology
This project, conducted by the University of Pittsburgh and the University of California, Berkeley, seeks to discover what makes middle school students engaged in science, technology, engineering, and mathematics (STEM). The researchers have developed a concept known as science learning activation, including dispositions, practices, and knowledge leading to successful STEM learning and engagement. The project is intended to develop and validate a method of measuring science learning activation.

The first stage of the project involves developing the questions to measure science activation, with up to 300 8th graders participating. The second stage is a 16-month longitudinal study of approximately 500 6th and 8th graders, examining how science learning activation changes over time. The key question is what are the influencers on science activation, e.g., student background, classroom activities, and outside activities.

This project addresses important past research showing that middle school interest in STEM is predictive of actually completing a STEM degree, suggesting that experiences in middle school and even earlier may be crucial to developing interest in STEM. This research goes beyond past work to find out what are the factors leading to STEM interest in middle school.

This work helps the Education and Human Resources directorate, and the Division of Research on Learning, pursue the mission of supporting STEM education research. In particular, this project focuses on improving STEM learning, as well as broadening participation in STEM education and ultimately the STEM workforce.
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resource project Public Programs
In late 2012, Providence Children’s Museum began a major three-year research project in collaboration with The Causality and Mind Lab at Brown University, funded by a grant from the National Science Foundation (1223777). Researchers at Brown examined how children develop scientific thinking skills and understand their own learning processes. The Museum examined what caregivers and informal educators understand about learning through play in its exhibits and how to support children’s metacognition – the ability to notice and reflect on their own thinking – and adults’ awareness and appreciation of kids’ thinking and learning through play. Drawing from fields like developmental psychology, informal education and museum visitor studies, the Museum’s exhibits team looked for indicators of children’s learning through play and interviewed parents and caregivers about what they noticed children doing in the exhibits, asking them to reflect on their children’s thinking. Based on the findings, the research team developed and tested new tools and activities to encourage caregivers to notice and appreciate the learning that takes place through play.
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TEAM MEMBERS: Robin Meisner David Sobel Susan Letourneau Jessica Neuwirth Valerie Haggerty-Silva Chris Sancomb Camellia Sanford-Dolly Claire Quimby
resource project Public Programs
This project takes an ethnographic and design-based approach to understanding how and what people learn from participation in makerspaces and explores the features of those environments that can be leveraged to better promote learning. Makerspaces are physical locations where people (often families) get together to make things. Some participants learn substantial amounts of STEM content and practices as they design, build, and iteratively refine working devices. Others, however, simply take a trial and error approach. Research explores the affordances are of these spaces for promoting learning and how to integrate technology into these spaces so that they are transformed from being makerspaces where learning happens, but inconsistently, into environments where learning is a consistent outcome of participation. One aim is to learn how to effectively design such spaces so that participants are encouraged and helped to become intentional, reflective makers rather than simply tinkerers. Research will also advance what is known about effective studio teaching and learning and advance understanding of how to support youth to help them become competent, creative, and reflective producers with technology(s). The project builds on the Studio Thinking Framework and what is known about development of meta-representational competence. The foundations of these frameworks are in Lave and Wengers communities of practice and Rogoff's, Stevens et al.'s, and Jenkins et al.'s further work on participatory cultures for social networks that revolve around production. A sociocultural approach is taken that seeks to understand the relationships between space, participants, and technologies as participants set and work toward achieving goals. Engaging more of our young population in scientific and technological thinking and learning and broadening participation in the STEM workplace are national imperatives. One way to address these imperatives is to engage the passions of young people, helping them recognize the roles STEM content and practices play in achieving their own personal goals. Maker spaces are neighborhood spaces that are arising in many urban areas that allow and promote tinkering, designing, and construction using real materials, sometimes quite sophisticated ones. Participating in designing and successfully building working devices in such spaces can promote STEM learning, confidence and competence in one's ability to solve problems, and positive attitudes towards engineering, science, and math (among other things). The goal in this project is to learn how to design these spaces and integrate learning technologies so that learning happens more consistently (along with tinkering and making) and especially so that they are accessible and inviting to those who might not normally participate in these spaces. The work of this project is happening in an urban setting and with at-risk children, and a special effort is being made to accommodate making and learning with peers. As with Computer Clubhouses, maker spaces hold potential for their participants to identify what is interesting to them at the same time their participation gives them the opportunity to express themselves, learn STEM content, and put it to use.
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resource project Public Programs
This is an efficacy study through which the Denver Museum of Nature and Science, the Denver Zoo, the Denver Botanic Gardens, and three of Denver's urban school districts join efforts to determine if partnerships among formal and informal organizations demonstrate an appropriate infrastructure for improving science literacy among urban middle school science students. The Metropolitan Denver Urban Advantage (UA Denver) program is used for this purpose. This program consists of three design elements: (a) student-driven investigations, (b) STEM-related content, and (c) alignment of schools and informal science education institutions; and six major components: (a) professional development for teachers, (b) classroom materials and resources, (c) access to science-rich organizations, (d) outreach to families, (e) capacity building and sustainability, and (e) program assessment and student learning. Three research questions guide the study: (1) How does the participation in the program affect students' science knowledge, skills, and attitudes toward science relative to comparison groups of students? (2) How does the participation in the program affect teachers' science knowledge, skills, and abilities relative to comparison groups of teachers? and (3) How do families' participation in the program affect their engagement in and support for their children's science learning and aspirations relative to comparison families?

The study's guiding hypothesis is that the UA Denver program should improve science literacy in urban middle school students measured by (a) students' increased understanding of science, as reflected in their science investigations or "exit projects"; (b) teachers' increased understanding of science and their ability to support students in their exit projects, as documented by classroom observations, observations of professional development activities, and surveys; and (c) school groups' and families' increased visits to participating science-based institutions, through surveys. The study employs an experimental research design. Schools are randomly assigned to either intervention or comparison groups and classrooms will be the units of analysis. Power analysis recommended a sample of 18 intervention and 18 comparison middle schools, with approximately 72 seventh grade science teachers, over 5,000 students, and 12,000 individual parents in order to detect differences among intervention and comparison groups. To answer the three research questions, data gathering strategies include: (a) students' standardized test scores from the Colorado Student Assessment Program, (b) students' pre-post science learning assessment using the Northwest Evaluation Association's Measures for Academic Progress (science), (c) students' pre-post science aspirations and goals using the Modified Attitude Toward Science Inventory, (d) teachers' fidelity of implementation using the Teaching Science as Inquiry instrument, and (e) classroom interactions using the Science Teacher Inquiry Rubric, and the Reformed Teaching Observation protocol. To interpret the main three levels of data (students, nested in teachers, nested within schools), hierarchical linear modeling (HLM), including HLM6 application, are utilized. An advisory board, including experts in research methodologies, science, informal science education, assessment, and measurement oversees the progress of the study and provides guidance to the research team. An external evaluator assesses both formative and summative aspects of the evaluation component of the scope of work.

The key outcome of the study is a research-informed and field-tested intervention implemented under specific conditions for enhancing middle school science learning and teaching, and supported by partnerships between formal and informal organizations.
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TEAM MEMBERS: Nancy Walsh Kathleen Tinworth Andrea Giron Ka Yu Lynn Dierking Megan John Polly Andrews John H Falk
resource project Public Programs
The University of Oklahoma will increase knowledge about how youths create information and how information professionals can help them become successful information creators by promoting their information and digital literacies and other 21st century skills. This Early Career research project builds on existing research and results of previously funded IMLS Learning Labs by investigating how twenty-four middle school students engaged in project-based, guided-inquiry STEM learning to create information in a school library Learning Lab/Makerspace. The project will result in a model of information-creating behavior that can help develop a groundbreaking approach to information literacy instructions and creative programs.
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TEAM MEMBERS: Kyungwon Koh
resource project Public Programs
The Cyberlearning and Future Learning Technologies Program funds efforts that support envisioning the future of learning technologies and advance what we know about how people learn in technology-rich environments. In this Cyberlearning EAGER project, the project team is developing foundations for using "paper mechatronics" as a learning technology. Paper mechatronics makes possible a craft-oriented approach to engineering and computing education that integrates key concepts from mechanical engineering, electrical engineering, control systems, and computer programming, while using paper as the primary material for learner design, exploration, and inquiry. In this approach, learners will design foldable paper components and assemblies; program motors, sensors and controls; test their ideas iteratively; and share their designs on a website. This paper-based modeling approach to learning concepts in and practices of mechanical engineering, electrical engineering, control systems, and computer programming ultimately aims to make it possible for all learners to have exposure to and the opportunity to participate in creative engineering, design, and computer programming.

The approach to learning through designing and making through paper mechatronics is made possible by a convergence of many different technological factors -- the array of small computers, sensors, and actuators that are becoming available at low cost and a size that children can use; availability of a wide variety of manipulable conductive materials (threads, paints, fabrics); low-cost and precise desktop and laser cutters for paper and similar materials; a wide variety of novel paper-like materials; and new ways of interacting with the computer. The approach has its foundations in Papert's constructionism and in the current maker movement, but it has potential beyond constructionism itself, both in practice and with respect to what can potentially be learned about learning and development in in context of its use.
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TEAM MEMBERS: Sherry Hsi Michael Eisenberg
resource project Public Programs
This University of Wisconsin System will conduct research to understand how the Madison Public Library (MPL) is building a production-oriented approach to literacy and learning through their maker-focused program, the Bubbler. On a national level, this project speaks to educational research communities, professionals, members of informal learning institutions, and organizers of designed makerspaces. At the local level, it addresses underserved populations in the Madison area and MPL in evaluating and developing the Bubbler. Findings will be shared through conference presentations, journal articles, and networks of library professionals.
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TEAM MEMBERS: Rebekah Willett
resource project Public Programs
This project by teams at the University of Alaska and the Oregon Museum of Science and Industry will engage the public in the topic of the nature and prevalence of permafrost, its scale on the earth and the important role it plays in the global climate. It builds on 50 years of informal education and outreach at the Alaskan Permafrost Tunnel near Fairbanks, AK, which, since the 1960s, has been the Nation's only underground facility for research related to permafrost and climate. The project has four components: (1) a nationally distributed 2,000 square-foot traveling exhibition; (2) exhibit and program enhancements to the learning opportunities at the tunnel; (3) programs, table-top exhibits and oral history research in 27 Native Alaskan villages; and (4) an education research study. Each of these components will be evaluated over the course of the work. By upgrading the displays at the tunnel, and by taking traveling programs to the villages, the work will extend the tunnel experience across Alaska. In the villages the team will collect stories about climate change, along with samples of real ancient ice and permafrost. These stories and materials will be used in the traveling exhibit which is expected to be at three museums per year for eight years. The research component of the initiative will build on the observation to date that the tunnel has provided thousands of visitors with an underground immersive environment where they learn about the science research being conducted and engage with climate-sensitive materials (e.g., permafrost, wedge ice, frozen silt, Pleistocene bones) using all of their senses. It has been conjectured that their learning experiences are enhanced by interacting with real vs. replicated objects. As museums often contain exhibits that are more likely to contain replicated and/or virtual objects and environments, understanding the impact that these different categories of objects have on learning is important. Using both types of materials, the project will investigate differences in their efficacy in informal science learning institutions related to climate change. Real objects are postulated to have the following attributes that stimulate fuller engagement; they are (1) information-rich by virtue of such features as their texture, odor, and dimensionality; (2) at real-life scale; (3) authentic, i.e., original objects; and (4) often unique, i.e., have inherent value. Research questions will explore the potential impacts on learning of these and related features. Methods employed will be observation, video, and interviews of the public with a particular focus on visitor talk with respect to explanations and elaborations about permafrost, tipping points, climate change, and geological time.
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TEAM MEMBERS: Matthew Sturm Laura Conner Victoria Coats