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).
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.
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.
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.
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.
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 GroverMarie BienkowskiJohn Stamper
Increasingly, the prosperity, innovation and security of individuals and communities depend on a big data literate society. Yet conspicuously absent from the big data revolution is the field of teaching and learning. The revolution in big data must match a complementary revolution in a new kind of literacy, through a significant infusion of STEM education with the kinds of skills that the revolution in 21st century data-driven science demands. This project represents a concerted effort to determine what it means to be a big data literate citizen, information worker, researcher, or policymaker; to identify the quality of learning resources and programs to improve big data literacy; and to chart a path forward that will bridge big data practice with big data learning, education and career readiness.
Through a process of inquiry research and capacity-building, New York Hall of Science will bring together experts from member institutions of the Northeast Big Data Innovation Hub to galvanize big data communities of practice around education, identify and articulate the nature and quality of extant big data education resources and draft a set of big data literacy principles. The results of this planning process will be a planning document for a Big Data Literacy Spoke that will form an initiative to develop frameworks, strategies and scope and sequence to advance lifelong big data literacy for grades P-20 and across learning settings; and devise, implement, and evaluate programs, curricula and interventions to improve big data literacy for all. The planning document will articulate the findings of the inquiry research and evaluation to provide a practical tool to inform and cultivate other initiatives in data literacy both within the Northeast Big Data Innovation Hub and beyond.
By engaging diverse publics in immersive and deliberative learning forums, this three-year project will use NOAA data and expertise to strengthen community resilience and decision-making around a variety of climate and weather-related hazards across the United States. Led by Arizona State University’s Consortium for Science, Policy & Outcomes and the Museum of Science Boston, the project will develop citizen forums hosted by regional science centers to create a new, replicable model for learning and engagement. These forums, to be hosted initially in Boston and Phoenix and then expanded to an additional six sites around the U.S., will facilitate public deliberation on real-world issues of concern to local communities, including rising sea levels, extreme precipitation, heat waves, and drought. The forums will identify and clarify citizen values and perspectives while creating stakeholder networks in support of local resilience measures. The forum materials developed in collaboration with NOAA will foster better understanding of environmental changes and best practices for improving community resiliency, and will create a suite of materials and case studies adaptable for use by science centers, teachers, and students. With regional science centers bringing together the public, scientific experts, and local officials, the project will create resilience-centered partnerships and a framework for learning and engagement that can be replicated nationwide.
Purpose: Purpose: This project team will fully develop and test Teachley Connect, a platform that syncs a variety of third-party math games to give elementary schools formative assessment data and intervention support. Mobile math games provide opportunities for students to access educationally-meaningful content in and out of the classroom and to supplement instruction. There are a number of examples of math apps that show promise for supporting and assessing student learning in different areas of mathematics, yet few apps in the marketplace provide meaningful data that teachers can use. Many games provide an overall score at the end of the session, but do not help teachers know what skills students are struggling with or how to provide additional support.
Project Activities: During Phase I, (completed in 2015), the team developed a prototype of Teachley Connect, which enables the secure transfer of game and learning data between third-party math games and the Teachley servers. At the end of Phase I, researchers completed a pilot study with 20 students and two teachers and demonstrated that the prototype operated as intended with important trends indicating that the system promotes student engagement and less time spent seeking help. In Phase II, the team will add additional third party math apps to the platform, strengthen the backend management system to tag user game-play data, and build out the teacher reporting dashboard to inform instruction and identify apps to address particular student and class needs. After development is complete, the research team will conduct a larger pilot study to assess the feasibility and usability, fidelity of implementation, and the promise of the Teachley Connect for teachers to use formative assessment data to inform classroom practice, select apps to address individual student needs, and support student math learning. The study will include 12 (grade K to 3) classrooms and randomly assign them into one of three groups: 1) apps only, 2) Teachley-enabled apps, or 3) Teachley-enabled apps + data. Researchers will compare pre-and-post scores of student's math learning, classroom observations, and teacher surveys/interviews.
Product: Teachley Connect will be a mobile tablet-based platform that uses games to give elementary schools rich formative assessment data and intervention support. Teachley Connect will permit students to continue playing exactly where they left off on any tablet. The platform will also connect apps into a single teacher dashboard, providing teachers detailed reports on student performance across games, with insights for informing individual or whole group instruction. The platform will include teacher resources to support the alignment of game play with learning goals and to support implementation.
Purpose: This project team will fully develop and test an open online platform that posts student-led engineering project challenges for Kindergarten to grade 12 classrooms. Research demonstrates that improved attitudes towards engineering in elementary and middle school are imperative to increase the pursuit of STEM degrees and careers. This project intends to address a shortage of tools and curricula in K-12 engineering today, in order to meet the learning objectives new the Next Generation Science Standards and to engage students in STEM.
Project Activities: During Phase I, (completed in 2016), the team developed a prototype, including a content management platform to host challenges on a broad range of STEM topics, such as computer coding, digital modeling, or producing simulations. At the end of Phase I, researchers completed a pilot study with 100 students and two teachers. Results demonstrated that the prototype operated as intended, that students were highly engaged with challenges on the platform, and that teachers were able to incorporate challenges within instructional practice. In Phase II, the team will refine the landing page, further develop the system architecture to accommodate a larger number of challenges, and upgrade the teacher portal to build capacity for the effective integration into instructional practice. After development is complete, the research team will conduct a pilot study to assess the feasibility and usability, fidelity of implementation, and promise of the platform to improve learning. The study will include 40 high school classrooms with a minimum of 25 students per class. Half of the classrooms will be randomly assigned to use the platform to conduct a challenge and half to follow business-as-usual procedures. Researchers will compare pre-and-post scores of students' science and engineering self-assessments, which measure ability to engage in science and engineering practices such as asking questions, modeling, planning and carrying out investigations, analyzing data, and constructing explanations, as well as content-specific measures depending on the specific challenge with which classes engage.
Product: The project team will develop a platform that will facilitate design challenges in K-12 classrooms across STEM academic topics and career paths within the field of engineering. The platform will enable classes to post their projects to the site and for other classes around the country to participate in the project. Each challenge (and the associated education resources curated for that challenge) will be publicly displayed on the Future Engineers platform and offered free for student participation and classroom facilitation. The content management system will be developed to enable the platform to host a high volume of challenges simultaneously and will allow for a diverse array of student-generated submissions. The platform will also include teacher resources to support the alignment of game play with learning goals and to support implementation.
Purpose: This project team will fully develop and test Cyberchase Fractions Quest, a web-based mathematics game for students in grade 3 and 4. Research shows that inadequate understanding of fractions can persist from early grades through higher education, and that success in fractions predicts future success in mathematics and other STEM subjects.
Project Activities: During Phase I (completed in 2016), the team developed a prototype of Cyberchase Fractions Quest, including an interactive number line game with four levels of challenges, and a tool to scaffold learning through hints and provide encouragement as students progress. At the end of Phase I, the research team conducted a pilot study over one week with 60 grade 4 students, half of whom were randomly assigned to use the prototype and half assigned to paper-based fractions activities. Results revealed that the prototype functioned as intended, that students were engaged during gameplay, and that from pre- to post-test, students using the prototype increased significantly in their knowledge of number line problems compared to the control group. In Phase II, the team will finalize the design, artwork, and animation, the formative and summative assessment component, and learning management system. After development is complete, the researchers will carry out a pilot study to assess the usability and feasibility, fidelity of implementation, and promise of the game to improve student learning of fractions over a 5-week period. The study will include four classrooms of grade 3 students, two of which will be randomly assigned, to use the games to supplement in-class lessons while the others will use paper-based activities. The researchers will compare pre-and-post scores for student learning of fractions. The study will also track teacher implementation.
Product: The final product is Cyberchase Fractions Quest—a math game based on the storyline of PBS children's television series, Cyberchase. In the game, students in grades 3 and 4 will apply learning fractions within three contexts: areas and regions (such as shapes), sets (groups of objects), and on a number line. The game will identify specific areas where students struggle and will introduce challenges to support individualized learning. Similar to other popular game apps, student will receive immediate feedback from one to three stars based on how well they perform on each challenge as well as in-game rewards as they progress toward mastery. The game will include teacher resources for classroom implementation, and an educator dashboard presenting results.
This project will advance efforts of the Innovative Technology Experiences for Students and Teachers (ITEST) program to better understand and promote practices that increase students' motivations and capacities to pursue careers in fields of science, technology, engineering, or mathematics (STEM) by producing empirical findings and/or research tools that contribute to knowledge about which models and interventions with K-12 students and teachers are most likely to increase capacity in the STEM and STEM cognate intensive workforce of the future.
The LinCT (Linking Educators, Youth, and Learners in Computational Thinking) project at the Science Museum of Minnesota (SMM) will engage female teachers-in-training and youth from underrepresented demographics in immersive technology experiences and STEM education. LinCT will guide teachers to develop their understanding and use of technology in the classroom, as well as prepare youth for a future where technology plays a key role in a wide range of professional opportunities. The project aims to inspire teachers and youth to see the possibilities of technological competencies, as well as why the incorporation of technology can build meaningful learning experiences and opportunities for all learners. The LinCT program model offers learning and application experiences for participating teachers and youth and provides an introduction of technological tools used in SMM educational programs and professional development on approaches for engaging all learners in STEM. Both groups will provide instruction in SMM technology-based Summer Camps, reaching 1,000 young people every year. In each following school year, project educators will develop and deliver technology-based programs to nearly 1,000 under-served and underrepresented elementary students. The project will allow teachers and youth to deliver exciting and engaging technology-based programs to nearly 4,000 diverse young learners. As a result, all participants in this project will be better equipped to incorporate technology in their future careers.
The LinCT project will investigate effective approaches for broadening the participation of underrepresented populations by providing female pre-service teachers and female youth with opportunities to lead programming at the Science Museum of Minnesota (SMM). Over three years, the LinCT project will employ 8-12 female teachers-in-training [Teacher Tech Cadres (TTC)] and 12-24 female youth [Youth Teaching Tech Crews (Y-TTC)] from demographics that are underrepresented in STEM fields. The integration of these groups will result in relationships fostered within an educational program, where all participants are learners and teachers, mentors and mentees. The results of this unique program model will be assessed through the experiences of this focused professional learning and teaching community. The LinCT research study will focus on three aspects of the project. First, it will seek to understand how the teachers-in-training and youth experience the project model's varied learning environments. Next, the study will explore how the TTC's and the Y-TTC's motivation, confidence, and self-efficacy with integrating technology across educational settings change because of the program. Finally, the study will seek to understand the lasting aspects of culture, training, and community building on SMM's internal teams and LinCT partner institutions (University of St. Catherine's National Center for STEM Elementary Education and Metropolitan State University's School of Urban Education).