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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 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 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 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 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 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 research Public Programs
This chapter reviews four projects that reflect the principles of design-based implementation research (DBIR) in an effort to highlight a range of relevant theoretical and methodological perspectives and tools that can inform future work associated with DBIR.The goal of this chapter is to highlight a range of relevant theoretical and methodological perspectives and tools that can inform future work associated with design-based implementation research (DBIR). As Penuel, Fishman, Cheng, and Sabelli (2011) described, DBIR entails engaging “learning scientists, policy researchers, and
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TEAM MEMBERS: Jennifer Russell Kara Jackson Andrew Krumm Kenneth Frank
resource project Exhibitions
This research project led by the Exploratorium will use a combination of tracking and timing, cluster analysis, and focus groups to seek to answer the research question: To what extent and in what ways do female-responsive designs more effectively engage girls at STEM exhibits? This project addresses the need for more research in this area by pioneering the study of potential female-responsive design (FRD) principles for exhibits across a wide variety of STEM topics and exhibit types. This project includes four phases that will build from the work of the PI that developed an initial Female-Responsive Design (FRD) Framework regarding female engagement and learning in STEM -- based on extensive literature review and practitioner interviews. This project will expand on and validate this FRD Framework, with the ultimate goal of having a set of criteria for female-responsive designs (FRD) that effectively engage girls at STEM exhibits. The four phases of the research project are: Phase 1: Track 1000 boys and girls across three institutions using over 300 physics, engineering, and math exhibits to identify which exhibits engage boys and girls equally, and which are less engaging for girls. Phase 2: A panel of experts and girl advisors identify additional female-responsive design principles, expanding on those identified to date in literature and practice. Phase 3: Combining results from the first two phases, the third phase employs statistical analyses to reveal the most effective combinations of design principles for engaging girls across a variety of exhibits. Phase 4: This qualitative phase conducts focus groups with girls to explore how the final FRD Framework works to better engage them, and how their learning differs at exhibits that exemplify the principles in the Framework.
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