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resource project Media and Technology
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative resources for use in a variety of settings. The project will fill a major gap in knowledge regarding why children listen to science podcasts and what impact they have on their STEM learning. Brains On! is an existing podcast for children 6-12 years old that is produced by American Public Media. The podcasts are kid-driven. Kid listeners send in questions and suggest the show topics. Every episode is co-hosted by a different child, who interviews top scientists about their work, sees research done first hand and helps shape the overall arc of the episode. The project team collaborates with a wide variety of scientists to create programming that is both appealing to kids and has scientific merit. Although Brains On! has enjoyed more than 2.4 million downloads collectively of its 50-episode library little is known about why children are drawn to it, how they are using its content, and what the impacts might be for those who listen to the podcast. There has been no previous research to understand why children choose to listen, or what impact it has on their learning. This Pathways project would produce new episodes and collaborate with the Science Museum of Minnesota that would conduct research to fill this large gap in understanding aural learning through podcasts. The Brains On! project has the following goals to create strategic impact: 1) explore and begin to develop knowledge around what makes children's science podcasts, such as Brains On!, appealing and what role they can play in impacting children and their families' science curiosity, learning, and awareness of science careers, and 2) develop a theory of action for the Brains On! podcast that could also inform the development of similar kinds of children's science podcasts. A mixed-methods exploratory research study will be carried out to address these goals. The three overarching research questions are: Who is the audience for Brains On! and what are their motivations for listening to science podcasts? How are Brains On! listeners using the podcast and engaging with its content? What kinds of impacts does Brains On! have on its audiences? The research results, including the theory of action, from the Brains On! exploratory study will benefit the fields of informal science education and public media by beginning to fill a gap in the current knowledge-base around the potential for science children's podcasts to contribute to a wide range of informal science learning outcomes for children and families, as well provide insight into what features of children's science podcasts can lead to those outcomes. The study results may also encourage other public media and informal science education organizations to create their own science podcasts for children, increasing the reach and potential impact of this emerging STEM media resource.
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TEAM MEMBERS: Molly Bloom Sanden Totten Lauren Dee Marc Sanchez Amy Grack Nelson
resource project Public Programs
Public Participation in Scientific Research (PPSR), often referred to as crowdsourcing or citizen science, engages participants in authentic research, which both advances science discovery as well as increases the potential for participants' understanding and use of science in their lives and careers. This four year research project examines youth participation in PPSR projects that are facilitated by Natural History Museums (NHMs). NHMs, like PPSR, have a dual focus on scientific research and science, technology, engineering, and mathematics (STEM) education. The NHMs in this project have established in-person and online PPSR programs and have close ties with local urban community-based organizations. Together, these traits make NHMs appropriate informal learning settings to study how young people participate in PPSR and what they learn. This study focuses on three types of PPSR experiences: short-term outdoor events like bioblitzes, long-term outdoor environmental monitoring projects, and online PPSR projects such as crowdsourcing the ID of field observations. The findings of this study will be shared through PPSR networks as well as throughout the field in informal STEM learning in order to strength youth programming in STEM, such that youth are empowered to engage in STEM research and activities in their communities. This project is funded through Science Learning+, which is an international partnership between the National Science Foundation (NSF) and the Wellcome Trust with the UK Economic and Social Research Council. The goal of this joint funding effort is to make transformational steps toward improving the knowledge base and practices of informal STEM experiences. Within NSF, Science Learning+ is part of the Advancing Informal STEM Learning (AISL) program that seeks to enhance learning in informal environments and to broaden access to and engagement in STEM learning experiences.

The study employs observations, surveys, interviews, and learning analytics to explore three overarching questions about youth learning: 1) What is the nature of the learning environments and what activities do youth engage in when participating in NHM-led PPSR? 2) To what extent do youth develop three science learning outcomes, through participation in NHM-led citizen science programs? The three are: a) An understanding of the science content, b) identification of roles for themselves in the practice of science, and c) a sense of agency for taking actions using science? 3) What program features and settings in NHM-led PPSR foster these three science learning outcomes among youth? Based on studies occurring at multiple NHMs in the US and the UK, the broader impact of this study includes providing research-based recommendations for NHM practitioners that will help make PPSR projects and learning science more accessible and productive for youth. This project is collaboration between education researchers at University of California, Davis and Open University (UK), and Oxford University (UK) and citizen science practitioners, educators, and environmental scientists at three NHMs in the US and UK: NHM London, California Academy of Sciences, and NHM Los Angeles.
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TEAM MEMBERS: Heidi Ballard Lila Higgins Alison Young
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches, and resources for use in a variety of settings. This project will develop a national infrastructure of state and regional partnerships to scale up The Franklin Institute's proven model of Leap into Science, an outreach program that builds the capacity of children (ages 3-10) and families from underserved communities to participate in science where they live. Leap into Science combines children's science-themed books with hands-on science activities to promote life-long interest and knowledge of science, and does so through partnerships with informal educators at libraries, museums, and other out-of-school time providers. Already field-tested and implemented in 12 cities, Leap into Science will be expanded to 90 new rural and urban communities in 15 states, and it is estimated that this expansion will reach more than 500,000 children and adults as well as 2,700 informal educators over four years. The inclusion of marginalized rural communities will provide new opportunities to evaluate and adapt the program to the unique assets and needs of rural families and communities.

The project will include evaluation and learning research activities. Evaluation will focus on: 1) the formative issues that may arise and modifications that may enhance implementation; and 2) the overall effectiveness and impact of the Leap into Science program as it is scaled across more sites and partners. Learning research will be used to investigate questions organized around how family science interest emerges and develops among 36 participating families across six sites (3 rural, 3 urban). Qualitative methods, including data synthesis and cross-case analysis using constant comparison, will be used to develop multiple case studies that provide insights into the processes and outcomes of interest development as families engage with Leap into Science and a conceptual framework that guides future research. This project involves a partnership between The Franklin Institute (Philadelphia, PA), the National Girls Collaborative Project (Seattle, WA), Education Development Center (Waltham, MA), and the Institute for Learning Innovation (Corvallis, OR).
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TEAM MEMBERS: Darryl Williams Karen Peterson Lynn Dierking Tara Cox Julia Skolnik Scott Pattison
resource project Public Programs
Makerspaces and engineering design spaces have proliferated in science museums, schools, libraries, and community settings at a rapid pace. However, there is a risk that some of the same inequities that exist in the engineering field are being replicated in these settings. Research has provided evidence of persistent gaps between boys' and girls' levels of interest in engineering as it has been traditionally represented in informal learning environments, particularly in Making and engineering spaces. This Research-In-Service to Practice project intends to address this gap by employing a design-based research approach to examine if and to what extent narrative elements can interest and engage middle school girls in science, technology, engineering, and mathematics (STEM), and promote equitable, effective engineering design experiences and practices. This work is significant, as it will build upon current research and conceptual understanding of how to design narrative-rich engineering design activities for informal learning spaces, especially for girls, and within museum drop-in experiential learning contexts. It will also contribute to the evidence base regarding how girls approach and choose to persist in solving engineering design problems. The 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 New York Hall of Science (NYSCI) in collaboration with the Amazeum in Bentonville, Arkansas, the Tech Museum of Innovation in San Jose, California, the Creativity Labs at Indiana University and a team of advisors will conduct the 30-month, design-based research project in two phases. In the first phase, NYSCI will garner ongoing input from its partners to develop parallel versions of six pairs of engineering design activities, one with narrative elements and one without. These activities will be iteratively tested in NYSCI's Design Lab, a 10,000 square foot exhibition devoted to hands-on exploration of engineering design. Several research questions will be explored, focused primarily on building evidence-based design knowledge, establishing appeal and comprehensibility, and understanding facilitation. Observational and interview data will be garnered from 30 girls aged 7-14 and their family groups for each of the twelve activities developed, totaling 360 girls in the study sample. The results of the research on the paired activities will be iterative and provide insight on how narrative elements can most effectively invite girls into sustained engagement with the core engineering concepts and practices highlighted in each activity. In the second phase, formative and summative evaluation will be conducted to study the impact of the narrative and non-narrative versions of the engineering design activities on participating girls' engagement and persistence, by contrasting the quality of girls' engagement across the two types of activities while they are implemented across three museum sites. Project deliverables include journal articles reporting on project findings; documentation of activities that meet project goals; design guidelines for exhibit and curriculum developers who are interested in using narrative effectively to frame engineering design activities; and practical guidance for facilitators seeking to ensure that they are supporting girls effectively as they explore those activities.
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TEAM MEMBERS: Dorothy Bennett Katherine McMillan Susan Letourneau Peggy Monahan
resource project Public Programs
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches and resources for use in a variety of settings. The project plans to deliver and improve a constructivist professional development (PD) program called Remake Making for library staff that work with youth in maker spaces. The proposed project will be led by a team at the University of Pittsburgh and builds on a pilot facilitation framework developed in an earlier project by this team. The PD program responds to the rapid growth of makerspaces with a constructivist PD program focused on facilitation. Maker spaces are a new service model in many public libraries, part of a broader shift in general library services. Effective facilitation for learning, like that required in makerspaces, is a relatively new facet of librarianship that is not a consistent part of librarian education or PD. The project will work with two local library systems with libraries that have makerspaces but little to no PD opportunities around facilitation. The project plans to iteratively design and investigate the Remake Making program, its impact on library maker facilitators and their interactions with child and youth learners. This will provide a setting for preliminary research about constructivist PD and the experiences and struggles of staff who facilitate making in libraries within the context of shifting library norms. This project will produce an efficient, maker-friendly PD system for facilitation in makerspaces, applicable to a broad range of informal and formal educators who wish to incorporate facilitated making.

The project plans to conduct an iterative development process involving several cohorts of participants and using multiple data sources which include embedded PD workshop data, participant pre-post surveys, observation of library makerspaces, and interviews/focus groups. A participatory approach will be employed by involving participants in creating and refining research questions within the scope of the project. This approach is designed around inquiry-based improvement, which is experienced by participants as reflective practice or continuous improvement. The proposed project aims to advance knowledge and PD strategies for facilitation in library makerspaces. The research will build knowledge about the efficacy of an innovative constructivist PD program with adaptation as a key feature. The data collected in the context of the development of this innovation will provide opportunities for applied research about informal STEM learning in the context of library maker spaces, and the role that library staff play in facilitating this type of learning.
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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 research Public Programs
The landscape for out-of-school STEM learning in Hong Kong is evolving. In 2017, to capture this change, the Croucher Foundation conducted a mapping exercise. This is the second annual mapping exercise conducted by the Croucher Foundation. The study reveals a rich and vibrant ecosystem for out-of-school STEM in Hong Kong with almost 2,000 discrete activities covering a very wide range of science disciplines. This second report indicates extremely rapid growth in available out-of-school STEM activities compared to 2016 and an even larger increase in the number of organisations offering out
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TEAM MEMBERS: Siu Po Lee David Foster
resource research Public Programs
The Croucher Foundation recently embarked on a research study to explore informal science learning in Hong Kong. This is the first study to focus on the out-of-school ecosystem for science learning in Hong Kong. This exploratory and investigative study identified over a thousand out-of-school STEM activities that happened between June 2015 and May 2016, including courses, workshops and exhibitions available to Hong Kong school students over this twelve-month period. The study excluded tutorials and exam-orientated courses and focused instead on activities designed to encourage an interest in
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TEAM MEMBERS: Siu Po Lee David Foster
resource evaluation Public Programs
The FIRST Longitudinal Study is a multi-year longitudinal study assessing the impacts of FIRST’s afterschool robotics programs on the STEM related interests and educational and career trajectories of program participants. FIRST is one of the nation’s largest after-school robotics programs, serving more than 460,000 youth aged 6-18 annually through the FIRST LEGO League (Ages 7-14), the FIRST Tech Challenge (grades 7-12) and the FIRST Robotics Competition (grades 9-12). The study is tracking over 1200 program participants and comparison students, using a quasi-experimental design, over a
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TEAM MEMBERS: Alan Melchior Cathy Burack Matthew Hoover Jill Marcus
resource project Public Programs
In order to improve science, technology, mathematics, and engineering (STEM) learning, it is crucial to better understand the informal experiences that young children have that prepare them for formal science education. Young children are naturally curious about the world around them, and research in developmental psychology shows that families often support children in exploring and seeking explanations for scientific phenomena. It is less clear how to link children's natural curiosity and everyday parent-child interaction with more formal STEM learning. This collaborative project will team researchers from the University of California, Santa Cruz, the University of Texas, and Brown University with informal learning practitioners at the Children's Discovery Museum, The Thinkery, and the Providence Children's Museum in order to investigate how family interaction relates to children's causal learning, as well as how modifications to museum exhibit design and facilitation by museum staff influence families' styles of interaction and increase children's causal learning. This project is funded by the Research on Education and Learning (REAL) program which supports fundamental research by investigators from a range of disciplines in order to deepen what is known about STEM learning.

The project team will examine how ethnically and linguistically diverse samples of parents and children engage in collaborative scientific learning in three children's museums across the U.S. The research will combine observational studies of parent-child interaction in a real-world setting with experimental measures of children's causal learning. The investigators will examine how children explore and derive explanations for museum exhibits about mechanical gear function and fluid dynamics. In this way, the researchers will investigate the relation between styles of parent-child interaction and children's causal learning. The team will also investigate novel ways of presenting material within the exhibits to facilitate exploration and explanation. They will explore how signage, conversations with museum staff, parents' attitudes towards learning in museum settings, and parents' own prior knowledge about the exhibits can influence the parent-child interaction and subsequent causal learning. The project will advance the basic research goal of advancing what is known about what affects children's science content learning. It will also advance the practice-oriented goal of developing new strategies for the design of science museum exhibits and make recommendations for how parents can better talk to their children about scientific phenomena.
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TEAM MEMBERS: David Sobel Cristine Legare Maureen Callanan
resource project Informal/Formal Connections
This proposal was submitted in response to EHR Core Research (ECR) program announcement NSF 15-509. The ECR program of fundamental research in STEM education provides funding in critical research areas that are essential, broad and enduring. EHR seeks proposals that will help synthesize, build and/or expand research foundations in the following focal areas: STEM learning, STEM learning environments, STEM workforce development, and broadening participation in STEM. The ECR program is distinguished by its emphasis on the accumulation of robust evidence to inform efforts to (a) understand, (b) build theory to explain, and (c) suggest interventions (and innovations) to address persistent challenges in STEM interest, education, learning, and participation.

The study will investigate the processes that connect gestures and mathematics learning. Gestures are an important yet under-investigated aspect of mathematics teaching. They can influence students' memory and understanding of mathematical representations. The series of studies will examine students' learning of the concept of mathematical equivalence by testing instruction that incorporates commonly used verbal explanations and gestures. Mathematical equivalence includes understanding the meaning of the equal sign and determining if two expressions are equal. Second and third grade children will be participants. Of particular interest in the studies is the influence of gestures on preexisting knowledge of procedures, how gestures support learning beyond emphasizing information and direct learners' attention, and the creation of procedural knowledge.

The series of experimental studies will examine the mechanisms that connect gestures and procedural understanding of mathematical equivalence. The studies begin in the first phase with examining how gesture is connected to procedural knowledge of mathematical equivalence. Subsequent studies investigate how gesture functions as a mechanism for learning beyond emphasizing or directing attention to relevant information. Data collected will students' responses to equivalence problems and eye tracking data to follow whether students are looking from one side of the equal sign to the other. In the second phase of the work, the studies will examine how gesture has beneficial effects on learning more generally in mathematics. Working memory will be assessed in order to examine the role of gesture across different individuals. Fraction tasks will be used to examine the generalization of the previous results regarding gestures to other mathematics concepts.
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TEAM MEMBERS: Kimberly Fenn Susan Cook
resource project Media and Technology
The Cyberlearning and Future Learning Technologies Program funds efforts that will help envision the next generation of learning technologies and advance what we know about how people learn in technology-rich environments. Cyberlearning Exploration (EXP) Projects explore the viability of new kinds of learning technologies by designing and building new kinds of learning technologies and studying their possibilities for fostering learning and challenges to using them effectively. This project brings together two approaches to help K-12 students learn programming and computer science: open-ended learning environments, and computer-based learning analytics, to help create a setting where youth can get help and scaffolding tailored to what they know about programming without having to take tests or participate in rigid textbook exercises for the system to know what they know.

The project proposes to use techniques from educational data mining and learning analytics to process student data in the Alice programming environment. Building on the assessment design model of Evidence-Centered Design, student log data will be used to construct a model of individual students' computational thinking practices, aligned with emerging standards including NGSS and research on assessment of computational thinking. Initially, the system will be developed based on an existing corpus of pair-programming log data from approximately 600 students, triangulating with manually-coded performance assessments of programming through game design exercises. In the second phase of the work, curricula and professional development will be created to allow the system to be tested with underrepresented girls at Stanford's CS summer workshops and with students from diverse high schools implementing the Exploring Computer Science curriculum. Direct observation and interviews will be used to improve the model. Research will address how learners enact computational thinking practices in building computational artifacts, what patters of behavior serve as evidence of learning CT practices, and how to better design constructionist programming environments so that personalized learner scaffolding can be provided. By aligning with a popular programming environment (Alice) and a widely-used computer science curriculum (Exploring Computer Science), the project can have broad impact on computer science education; software developed will be released under a BSD-style license so others can build on it.
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TEAM MEMBERS: Shuchi Grover Marie Bienkowski John Stamper