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resource research Media and Technology
In recent years, transmedia has come into the spotlight among those creating and using media and technology for children. We believe that transmedia has the potential to be a valuable tool for expanded learning that addresses some of the challenges facing children growing up in the digital age. Produced by the USC Annenberg Innovation Lab and the Joan Ganz Cooney Center, this paper provides a much-needed guidebook to transmedia in the lives of children age 5-11 and its applications to storytelling, play, and learning. Building off of a review of the existing popular and scholarly literature
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TEAM MEMBERS: Becky Herr-Stephenson Meryl Alper Erin Reilly
resource research Media and Technology
This research examines the Tree Investigators project to support science learning with mobile devices during family public programmes in an arboretum. Using a case study methodology, researchers analysed video records of 10 families (25 people) using mobile technologies with naturalists at an arboretum to understand how mobile devices supported science talk related to tree biodiversity. The conceptual framework brings together research on technological supports for science learning and research on strategies that encourage families to engage in conversations that support observation and
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TEAM MEMBERS: Heather Toomey Zimmerman Susan Land Lucy McClain Michael Mohney Gi Woong Choi Fariha Salman
resource project Informal/Formal Connections
This research extends the investigator's prior NSF supported work to develop theoretical and empirical understanding of the double bind faced by women of color in STEM fields. That is, their race and gender present dual dilemmas as they move through STEM educational and career paths. The proposed study will identify gaps in our understanding, and identify some of the methodological problems associated with answering outstanding questions about the double bind. The major research question is: What strategies work to enable women of color to achieve higher levels of advancement in STEM academia and professions? The goal is to bring a clearer understanding of the issues which confront women of color as they pursue study of science and engineering, and what factors influence whether they leave or remain in STEM.

The work will employ a highly structured narrative analysis process to identify and quantify factors that have been successful in broadening the participation of minority women in STEM. The research design involves two separate tracks of work: 1) to conduct narrative analysis of primary documents associated with women of color in science; and 2) to conduct site visits and interviews to understand features of programs associated with successful support of women of color in undergraduate and graduate education. The first part is designed to inform the second, with the narrative analysis helping to identify features to look for in site visits and to use in development of interview protocols.

This research will focus on individual and programmatic factors that sustain women of color as they confront barriers to their career goals. It examines institutional strategies and support structures that help women of color ultimately to succeed, and social and pedagogic elements that influence their educational experiences. Although women of color have made some progress over the last three decades towards more equitable participation in STEM fields, the major efforts made to address this issue have not produced the desired outcomes; minority women continue to be underrepresented relative to white women and non-minority men. The factors that account for continued lower participation rates are not yet fully understood.

Beyond the Double Bind is designed to transform the intellectual basis for building future programs that will better enable women of color to be successful in STEM. While focused on women of color, the results will ultimately inform strategies and programs to expand the presence of all women and minorities in STEM.
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TEAM MEMBERS: Maria Ong Apriel Hodari
resource project Public Programs
The goal of the project is to advance understanding of basic questions about learning and teaching through the development of a theory of embodied mathematical cognition that can apply to a broad range of people, settings and activities. The investigative team brings together expertise from a range of quantitative and qualitative research methodologies. A theory of embodied mathematical cognition empirically rooted in classroom learning and workplace practices will broaden the range of activities and emerging technologies that count as mathematical, and help educators to envision alternative forms of bodily engagement with mathematical problems.
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TEAM MEMBERS: Ricardo Nemirovsky Rogers Hall Martha Alibali Mitchell Nathan Kevin Leander
resource project Public Programs
The Math, Engineering, Science Achievement (MESA) outreach programs are partnerships between K-12 schools and higher education in eight states that for over forty years introduce science, mathematics and engineering to K-12 students traditionally underrepresented in the discipline. This exploratory study examines the influences that those MESA activities have on students' perception of engineering and their self-efficacy and interest in engineering and their subsequent decisions to pursue careers in engineering. The MESA activities to be studied include field trips, guest lecturers, design competitions, hands-on activities and student career and academic advisement.

About 1200 students selected from 40 MESA sites in California, Maryland and Utah are surveyed with instruments that build on those used in prior studies. Focus groups with a randomly selected subset of the students provide follow-up and probe the influence of the most promising activities. In the first year of the project the instruments, based on existing instruments, are developed and piloted. Data are taken in the second year and analyzed in the third year. A separate evaluation determines that the protocols are reasonable and are being followed.

The results are applicable to a number of organizations with similar aims and provide information for increasing the number of engineers from underrepresented populations. The project also investigates the correlation between student engagement in MESA and academic performance. This project provides insights on activities used in informal settings that can be employed in the classroom practice and instructional materials to further engage students, especially student from underrepresented groups, in the study of STEM.
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TEAM MEMBERS: Christine Hailey Cameron Denson Chandra Austin
resource research Museum and Science Center Exhibits
The purpose of this study was to explore whether the notion of activity frames might be a useful alternative to sociomathematical norms to help describe the behaviors of family members at interactive math exhibits. In this study, activity frames are defined as contextspecific, emergent understandings or expectations, either implicit or explicit, about the nature and goals of family and staff interactions at math exhibits (Pattison et al., in review; Pattison, Gontan, & Ramos-Montañez, in review). Researchers questioned not only whether activity frames could describe family behaviors, but also
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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 research Public Programs
The starting point of the Evaluating Evaluation project was our impression that despite the substantial resources that are spent on the summative evaluation of museums and galleries the research has little impact and largely remains ineffectual. With support from the Wellcome Trust and the Heritage Lottery Fund, we set out to see why this seems to be the case and to explore whether there are ways in which the impact of summative evaluations on knowledge and practice might be enhanced. To this end, we reviewed a substantial number of reports, undertook a range of interviews and held two
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TEAM MEMBERS: Maurice Davies Christian Heath
resource project Media and Technology
Purpose: The United States (U.S.) has traditionally produced the world’s top research scientists and engineers, leading to breakthrough advances in science and technology. Despite the importance of STEM careers, many U.S. students are not graduating with strong STEM knowledge, skills or interests, and the percentage of students prepared for or pursuing STEM degrees or careers is declining. Research shows that the decreased interest in STEM typically begins in the middle school years, pose significant academic and social challenges for students. This project will develop a web-based game teach 6th to 8th students key scientific inquiry skills, along with the academic mindsets and learning strategies to facilitate engagement and effective science learning.

Project Activities: The researchers will create a prototype by mapping key Next Generation Science Standards and learning goals with concepts and content, and producing a game design document. Following completion of the prototype, the researchers will finalize the server architecture, create the core code systems, concept art, and develop a prototype in order to simulate the final user experience. Iterative refinements will be conducted as needed at major production milestones until the game is fully functional. Once development is complete, the research team will assess the usability and feasibility, fidelity of implementation, and the promise of the game to improve outcomes in a pilot study. In this study, 200 students in 10 classes will participate, with 5 of the classrooms randomly assigned to use the game and 5 who will proceed as normal. All students will complete pre- and post- program surveys assessing their academic mindsets, learning strategies, and science skills.

Product: This project will develop SciSkillQuest, a web-based multiplayer game intended to teach middle school students scientific inquiry skills and to foster academic growth mindsets in science. Students will pursue quests, employing inquiry skills to navigate and succeed in the game, including Questioning, Modeling, Investigating, Analyzing, Computing, Explaining, Arguing, and Informing. The game will include different paths to a solution, role playing elements, immersive narratives, challenge-based progressions, and peer collaboration to engage players. The growth mindset message — that ability and skill are developed through effort and learning — will be introduced and reinforced through feedback by embedded in-game characters. The games will be supplemental to the curriculum but will also be designed to be integrated within instructional practice. The game will be available for mobile devices as well as web browsers.
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TEAM MEMBERS: Lisa Sorich Blackwell
resource project Media and Technology
Purpose: An estimated 5 to 8% of elementary school students have some form of memory or cognitive deficit that inhibits learning basic math. Researchers have identified several areas where children with math learning difficulties struggle. These include a strong sense of number facts to quickly and accurately perform operations on single digit numbers, the use of strategies to solve problems which have not yet been memorized, a sense to figure out whether or not an answer is reasonable, and self-monitoring to assess one's own efficacy and understanding. To support students with math learning difficulties in grades 1 to 4, this project team will develop a series of apps for touch-screen tablets that encourage single digit operational fluency, conceptual understanding, strategy awareness, and self-understanding.

Project Activities: During Phase I project in 2012, the research team developed a prototype of the single digit addition game, following an iterative process incorporating feedback from teachers and students having difficulty with math. Nineteen students participated in a pilot study, and the researchers found that the prototype functioned well and that users were engaged by the game. In Phase II, the team will build and refine the back end system, design and develop the teacher website, and create content for games in subtraction, multiplication, and division. Researchers will carry out a pilot test of the usability and feasibility, fidelity of implementation, and promise of the game to improve learning. Students in first to fourth grade identified by teachers as having the greatest difficulty with math will participate in the pilot study. Half of the 120 students participating in the pilot study will be randomly selected to play the game as a supplement to classroom learning whereas the other half will not have access. Students in the control group will be provided the games at the end of the study. Analyses will compare pre- and post-test math scores.

Product: The web-based game, MathFacts, will include a series of apps for touch-screen tablet computers to support math learning for 1st to 4th grade students with major or sometimes intractable learning difficulties. In the game, students will learn content through mini-lessons, engage with problems in practice and speed rounds, and then receive formative feedback on their performance. Students will use and manipulate blocks, linker tubes, number lines, and interact with engaging pedagogical agents such as parrots and sloths. Students will set goals, advance to more challenging levels, and engage in competition. The game will be self-paced and will provide individualized formative assessment scaffolding when students do not know the answer to a question. A teacher management system will support professional development and will produce reports to guide instruction. The intended outcomes from gameplay will include increased fluency, conceptual understanding, strategy awareness, self-assessment, and motivation of basic math.
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TEAM MEMBERS: Kara Carpenter
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