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resource evaluation Public Programs
The independent evaluators at Knight Williams Inc. developed a front-end survey to gather background and baseline information about the 16 partner organizations selected to conduct outreach programs as part of SciGirls CONNECT2. The goal was for two people from each partner organization to complete the online survey about their background and prior use of the SciGirls Seven and related strategies. A total of 30 partner representatives completed the survey by the requested deadline, resulting in a response rate of 94%. The majority identified as program leaders, with smaller groups saying they
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resource project Public Programs
This project will examine the characteristics and outcomes of a large sample of environmental education field trip programs for youth to elucidate program characteristics that most powerfully influence 21st century learning outcomes. Environmental education programs for youth, particularly day-long school trip programs, are popular and reside at the intersection of formal and informal STEM education. Such field trips provide opportunities for diverse audiences to participate in shared learning experiences, but current understanding of what leads to success in these programs is limited. This large-scale study will address this gap in knowledge by investigating the linkages between program characteristics and participant outcomes for at least 800 single-day environmental education field trip programs for youth in grades 5-8, particularly programs for diverse and underserved audiences. This study will result in the identification of evidence-based practices that will inform future program design for a wide variety of settings, including nature centers, national parks, zoos, museums, aquaria, and other locations providing informal environmental education programs.

This Research in Service to Practice study is guided by two research questions: 1) What program characteristics (context, design, and delivery) most powerfully influence learner self-determination and learner outcomes? And 2) Do the most influential program characteristics differ across diverse and underserved audiences (e.g. African American, Hispanic/Latino, economically disadvantaged) and contexts (e.g. rural versus urban)? This project will examine a wide range of program-related factors, including pedagogical approaches and contextual characteristics. A valid and reliable protocol for observing 78 program characteristics hypothesized to influence learner outcomes developed by a previous project will be used to systematically sample and observe 500 single-day environmental education field trip programs for youth in grades 5-8 distributed across at least 40 U.S. states and territories. Programs for diverse and underserved youth will be emphasized, and a diverse set of programs in terms of program type and context will be sought. Data from this sample will be combined with those of an existing sample of 334 programs provided by over 90 providers. The final combined sample of over 800 programs will provide sufficient statistical power to confidently identify which program components are most consistently linked with learning outcomes. This sample size will also enable stratification of the sample for examination of these relationships within relevant subpopulations. Principal component analyses will be used to reduce data in theoretically meaningful and statistically valid ways, and multilevel structural equation modeling will be employed to examine the influences of both participants' individual characteristics and program and context characteristics on participant outcomes. Since one research question focuses on whether program outcomes are the same across different audiences, the project will include at least 200 programs for each of three specific audiences to ensure sufficient statistical power for confidence in the results: primarily African American, primarily Hispanic/Latino, and primarily White.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Robert Powell Marc Stern Brandon Frensley
resource research Media and Technology
Informal STEM education institutions seek to engage broader cross sections of their communities to address inequities in STEM participation and remain relevant in a multicultural society. In this chapter, we advance the role that evaluation can play in helping the field adopt more inclusive practices and achieve greater equity than at present through evaluation that addresses sociopolitical contexts and reflects the perspectives and values of non-dominant communities. To do this for specific projects, we argue that evaluation should privilege the voices and lived experiences of non-dominant
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resource research Public Programs
This project created a social programmable robot to engage middle school girls in computer programming.
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TEAM MEMBERS: Erin Walker Amy Ogan Kimberly Scott
resource research Public Programs
This poster explores three programs that engage underrepresented youth in physics learning through dance.
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TEAM MEMBERS: Folshade Cromwell Solomon Tracey Wright Lawrence Pratt Vandana Singh Mariah Steele Robin Thompson Dionne Champion Christina Bebe
resource evaluation Media and Technology
This third and final report reflects on the entire three-year grant period. It offers the External Review Team’s overall assessment and observations about the accomplishments and challenges experienced by the Child Trends Team while implementing the proof-of-concept study. It further presents several open questions and opportunities for future consideration.
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TEAM MEMBERS: Toufic Hakim
resource project Public Programs
This Research in Service to Practice project is funded by the Advancing Informal STEM Learning (AISL) program, which 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.

The project will research the educational impact of social robots in informal learning environments, with applications to how social robots can improve participation and engagement of middle-school girls in out-of-school computer science programs in under-resourced rural and urban areas. The use of robots to improve STEM outcomes has focused on having learners program robots as tools to accomplish tasks (e.g., play soccer). An alternate approach views robots as social actors that can respond intelligently to users. By designing a programmable robot with social characteristics, the project aims to create a culturally-responsive curriculum for Latina, African American, and Native American girls who have been excluded by approaches that separate technical skill and social interaction. The knowledge produced by this project related to the use and benefits of social programmable robots has the potential to impact the many after-school and weekend programs that attempt to engage learners in STEM ideas using programmable robot curricula.

The project robot, named Cozmo, will be programmed using a visual programming language and will convey emotion with facial expressions, sounds, and movements. Middle school girls will engage in programming activities, collaborative reflection, and interact with college women mentors trained to facilitate the course. The project will investigate whether the socially expressive Cozmo improves computer science outcomes such as attitudes, self-efficacy, and knowledge among the middle school female participants differently than the non-social version. The project will also investigate whether adding rapport-building dialogue to Cozmo enhances these outcomes (e.g., when a learner succeeds in getting Cozmo to move, Cozmo can celebrate, saying "I can move! You're amazing!"). These questions will be examined research conducted with participants in multi-session after-school courses facilitated by Girl Scout troops in Arizona. The project will disseminate project research and resources widely by sharing research findings in educational and learning science journals; creating a website with open source code for programming social robots; and making project curriculum and related guidelines available to Girl Scouts and other educational programs.

This 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: Amy Ogan Erin Walker Kimberly Scott
resource research Public Programs
The purpose of this study is to thoroughly describe a program designed to strengthen the pipeline of Latino students into post-secondary science, technology, engineering, and mathematics (STEM) education, and present evaluation data to assess multiyear effectiveness. The program includes a suite of interventions aimed at students and families, and was implemented in a low-income school cluster with a high Latino population in metro Atlanta. Our intervention includes a high school and middle school mentoring program, STEM-focused extracurricular activities (summer camps, research and community
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TEAM MEMBERS: Diley Hernandez Marion Usselman Shaheen Rana Meltem Alemdar Analia Rao
resource evaluation Afterschool Programs
In 2017, Concord Evaluation Group (CEG) conducted a summative evaluation of Design Squad Global (DSG). DSG is produced and managed by WGBH Educational Foundation. WGBH partnered with FHI 360, a nonprofit human development organizations working in 70 countries, to implement DSG around the globe. In the DSG program, children in afterschool and school clubs explored engineering through hands-on activities, such as designing and building an emergency shelter or a structure that could withstand an earthquake. Through DSG, children also had the chance to work alongside a partner club from another
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TEAM MEMBERS: Christine Paulsen Marisa Wolsky Sonja Latimore Steven Ehrenberg
resource project Professional Development and Workshops
This is an "Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science" (INCLUDES) Design and Development Launch Pilot that will implement a plan to assess the feasibility of a strategy designed to ensure high levels of improvement in K-12 grade students' mathematics achievement. The plan will focus on an often-neglected group of students--those who have been performing at the lowest quartile on state tests of mathematics, including African American, Hispanic, Native American, students with disabilities, and those segregated in urban and rural communities across the country. The project will draw on lessons learned from the nation's Civil Rights Movement and a community-organizing strategy learned during the struggle to achieve voting rights for African Americans. The Algebra Project (AP) is a national, nonprofit organization that uses mathematics as an organizing tool to ensure quality public school education for every child in America; it believes that every child has a right to a quality education to succeed in this technology-based society. AP's unique approach to school reform intentionally develops sustainable, student-centered models by building coalitions of stakeholders within the local communities, particularly the historically underserved populations. The AP works to change the deeply rooted social attitudes that encourage the disenfranchisement of a third of the nation's population. It delivers a multi-pronged approach to build demand for and support of quality public schools, including research and development, school development, and community development education reform efforts through K-12 initiatives.

The Algebra Project and the Young People's Project (YPP) will join efforts to bring together over 70 individuals and organizations, including 17 universities of which 8 are Historical Black Colleges and Universities, school districts, mathematics educators, and researchers to examine their experiences, and use collective learning to refine and hone strategies that they have piloted and tested to promote mathematics inclusion. The role of YPP in the proposed project will be to organize and facilitate the youth component, such that project activities reflect the language and culture of students, continuously leveraging and building upon their voice, creative input, and ongoing feedback. YPP will conduct workshops for students organized around math-based games that provide collective experiences in which student learning requires individual reflection, small group work, teamwork and discussion. The proposed work will comprise the design of effective learning opportunities; building and supporting a cadre of teachers who can effectively work with students learning under the proposed approach; using technologies to enhance teaching and learning; and utilizing evaluation and research to drive continuous improvement. Because bringing together an effective network with diverse expertise to collaborate towards national impact requires expert facilitation processes, the project will establish working groups around three major principles: (1) Organizing from the bottom up through students, their teachers, and others in local communities committed to their education, allied with individuals and organizations who have expertise and dedication for achieving the stated goals, can produce significant progress and the conditions for collective impact; (2) Effective learning materials and formal and informal learning opportunities in mathematics can be designed and implemented for students performing in the bottom academic quartile; and (3) Teachers and other educators can become more proficient and more confident in their capacity to produce students who are successful in learning the level of mathematics required for full participation in STEM. The working groups will also be tasked to consider two cross-cutting topics: (a) the communication structures and technologies needed to operate and expand the present network, and to create the "backbone" and other structures needed to operate and expand the network; and (b) the measurements and metrics for major needs, such as assessing students' mathematics literacy, socio-emotional development in specified areas; teachers' competencies; as well as the work of the network. The final product of this plan will be a "Theory of Collective Action and Strategic Plan". The plan will contain recommendations for collective actions needed in order for the current network to coordinate, add appropriate partners, develop the needed backbone structures, and become an NSF Alliance for national impact on the broadening participation challenge of improving the mathematics achievement. An external evaluator will conduct both formative and summative aspects of this process.
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TEAM MEMBERS: Robert Moses Nell Cobb Gregory Budzban Maisha Moses William Crombie
resource research Public Programs
In this case study, we highlight the work of the Bay Area STEM Ecosystem, which aims to increase equity and access to STEM learning opportunities in underserved communities. First, we lay out the problems they are trying to solve and give a high level overview of the Bay Area STEM Ecosystem’s approach to addressing them. Then, based on field observations and interviews, we highlight both the successes and some missed opportunities from the first collaborative program of this Ecosystem. Both the successes of The Bay Area STEM Ecosystem--as well as the partners’ willingness to share and examine
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resource evaluation Media and Technology
Supported by the National Science Foundation, the Global Soundscapes! Big Data, Big Screens, Open Ears project employs a variety of informal learning experiences to present the physics of sound and the new science of soundscape ecology. The interdisciplinary science analyzes sounds over time in different ecosystems around the world. The major components of the Global Soundscapes project are an educator-led interactive giant-screen theater program and hands-on group activities. Multimedia Research, an independent evaluation firm, implemented a summative evaluation with low income, inner-city
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TEAM MEMBERS: Barbara Flagg