This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at DePaul University. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
Well-designed educational games represent a promising technology for increasing students interest in and learning of STEM topics such as physics. This project will research how to optimally combine and embed dynamic assessment and adaptive learning supports within an engaging game design to build effective educational games. The project will add enhancements to a physics game called Physics Playground. The general goal of this research is to test a valid methodology that can be used in the design of next-generation learning games. The enhancement of Physics Playground will leverage the popularity of video games to capture and sustain student attention and teach physics to a much broader audience than is currently the case in traditional physics classrooms. To be most effective, this new genre of learning games needs to not only be highly engaging as a game but also to provide real-time assessment and feedback to students; support understanding of science content (i.e.,Newtonian physics); be accessible to beginners; accommodate a range of proficiencies and interests; and support equity. The research will have particular relevance to designers developing other science games and simulation by providing information about the kinds of learning supports and feedback to students are most effective in promoting engagement and learning. The project is supported by the Cyberlearning and Future Learning Technologies Program, which 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.
The project will systematically develop, test, and evaluate ways to integrate engaging, dynamic learning supports in Physics Playground to teach formal conceptual physics competencies. More generally, the project aims to advance the learning sciences, particularly in the fields of adaptivity and assessment in educational technology. Using a design-based research approach spanning three years, the research team will: (1) develop and test the effectiveness of various learning support features included in the game in Year 1; (2) develop and test an adaptive algorithm to manage the progression of difficulty in game levels in Year 2; and (3) test learning supports and adaptive sequencing in a controlled evaluation study. This research will provide evidence of the instructional effectiveness of an educational game designed using principles of instructional, game, and assessment design. It will advance understanding of the contributions of different kinds of learning supports (e.g., visualizations and explanations) and adaptivity to game-based learning and contribute to the design of next-generation learning games that successfully blur the distinction between assessment and learning. The project will generate research findings that can be incorporated into other types of STEM learning games.
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TEAM MEMBERS:
Valerie ShuteRussell AlmondFengfeng Ke
While the term 'failure' brings to mind negative associations, there is a current focus on failure as a driver of innovation and development in many professional fields. It is also emerging from prior research that for STEM professionals and educators, failure plays an important role in designing and making to increase learning, persistence and other noncognitive skills such as self-efficacy and independence. By investigating how youth and educators attend to moments of failure, how they interpret what this means, and how they respond, we will be better able to understand the dynamics of each part of the experience. The research team will be working with youth from urban, suburban and rural settings, students from Title I schools or who qualify for free/reduced-price lunches, those from racial and ethnic minority groups, as well as students who are learning English as a second language. These youth are from groups traditionally underrepresented in STEM and in making, and research indicates they are more likely to experience negative outcomes when they experience failure.
The intellectual merit of this project centers on establishing a baseline understanding of how failure in making is triggered and experienced by youth, what role educators play in the process, and what can be done to increase persistence and learning, rather than failure being an end-state. The research team will investigate these issues through the use of qualitative and quantitative research methods. In particular, the team will design and evaluate the effectiveness of interventions on increasing the abilities of youth and educators in noticing and responding to failures and increasing positive (e.g., resilience) outcomes. Research sites are selected because they will allow collection of data on youth from a wide range of backgrounds. The research team will also work to test and revise their hypothesized model of the influence of factors on persistence through failures in making. This project is a part of NSF's Maker Dear Colleague Letter (DCL) portfolio (NSF 15-086), a collaborative investment of Directorates for Computer & Information Science & Engineering (CISE), Education and Human Resources (EHR) and Engineering (ENG).
This Research in Service to Practice project, a collaboration of Pepperdine University and the New York Hall of Science, will establish a network of STEM-related Media Making Clubs comprised of after-school students aged 12 - 19 and teachers in the U.S. and in three other countries: Kenya, Namibia and Finland. The media produced by the students may include a range of formats such as videos, short subject films, games, computer programs and specialized applications like interactive books. The content of the media produced by the students will focus on the illustration and teaching of STEM topics, where the shared media is intended to help other students become enthused about and learn the science. This proposal builds on the principal investigator's previous work on localized media clubs by now creating an international network in which after-school students and teachers will collaborate at a distance with other clubs. The central research questions for the project pertain to three themes at the intersection of learning, culture and collaboration: the impact of participatory teaching, virtual networks, and intercultural, global competence. The research will combine qualitative, cross-cultural and big data methods. Critical to the innovation of the project, the research team will also develop a network assessment tool, adapting epistemic network analysis methods to the needs of this initiative. This work 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.
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TEAM MEMBERS:
Eric HamiltonKatherine McMillanPriya Mohabir
This project by California State University San Marcos and their collaborators will expand and continue to innovate on a pilot Mobile Making program with the goal of developing a sustainable, regional model for serving underserved, middle-school aged youth in twelve after-school programs in the San Diego region. Evaluation of the current Mobile Making program has documented positive impacts on participants' interest, self-efficacy, and perception of the relevance of Making/STEM in everyday life, and led to a model for engaging underserved youth in Making. The work will focus on implementing the program model sustainably at greater capacity by increasing the number of undergraduate activity leaders, after-school sites, and level of community engagement. The expanded Mobile Making program is expected to engage ~1800 middle school youth at 12 local school sites, with activities facilitated by ~1020 undergraduate CSU-SM STEM majors. The sites are in ethnically diverse and economically disadvantaged neighborhoods, with as many as 90% of students at some sites qualifying for free or reduced price lunch. The undergraduate facilitators are drawn from CSU-SM's diverse student body, which includes 44% underrepresented minorities. Outcomes are expected to include increases in the youth participants' interest, self-efficacy, and perception of the relevance of Making/STEM in everyday life. Positive impacts on the undergraduate facilitators will include broadened technical skills, increased leadership and 21st century skills, and increased lifelong interest in STEM outreach/informal science education. The program is designed to achieve sustainability through innovative means such as involving undergraduate facilitators via Community Service Learning (rather than paid positions), and increased community engagement via development and support of a community of practice including local after-school providers, teachers, Makers, and University members. Evaluation of the program outcomes and lessons learned are expected to result in a comprehensive model for a sustainable, university-based after-school Making program with regional impact in underserved communities. Dissemination to other regions will be leveraged via CSU-SM's membership in the California State University (CSU) system, yielding a potential statewide impact. The support of the CSU Chancellor's Office and input from a CSU implementation group will ensure the applicability of the model to other regional university settings, identify common structural barriers and solutions, and increase the probability of secondary implementations. This work 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.
Researchers at Georgia Tech and staff at the Center for Puppetry Arts in Atlanta will address the following problem: The growth of computing calls for increased teaching of basic hardware skills, but engaging students beyond those who are already interested in STEM fields is difficult. Emphasizing cultural context through personal expression has shown to attract new audiences such as women and minorities; however, balancing accessibility and educational effectiveness remains problematic. Current educational tools often use "black boxing" to simplify access, to protect the underlying functionality, and/or to stay commercially competitive. Innovations are needed where the basic skills of design and making, along with new educational models, can support students' exploration of everyday electronics and critical thinking. The team will test an after-school model that could be applied in cultural institutions and other venues that would provide students in 4 - 8 grades with multiple computer/electronics-driven puppet design and building workshops. These workshops will provide opportunities for basic hardware and electronics prototyping, personal cultural expression, and performance.
The exploratory research and development method involves three steps: the students develop a story-line (narrative) that will incorporate puppets; they learn and apply basic electronics and mechanical crafts to design, build and test their puppets; and they perform their shows to other participants and their families. Over the course of the project, there will be five workshops: two pilot tests (to test feasibility and design), one mid-project evaluation workshop (to evaluate and re-iterate), and two final workshops conducted by educators, where the research team only observes (to test for transferability). Data collection throughout this development cycle will include video and sound recording, still photography, field notes, pre- and post-questionnaires, and the production of puppet "artifacts" during the workshops. In addition to the data collected in the workshops, the project will produce design documents and educational guidelines, as well as other media (such as instructional video clips), which will be disseminated to educators and researchers.
The project has been successfully concluded. It included additional pilot workshops with puppetry experts and educators in addition to the scheduled development and final evaluation workshops. Overall, the project has led to publications in both educational as well as performance/ game- and interface-related events.
The project also published material on the puppet designs and their possible adaptation to educational settings on the project web site, which also include video documentation. More information is available at: http://dwig.lmc.gatech.edu/projects/prototypingpuppets/
This project, a collaboration of teams at Georgia Institute of Technology, Northwestern University, and the Museum of Design Atlanta and the Museum of Science and Industry in Chicago, will investigate how to foster engagement and broadening participation in computing by audiences in museums and other informal learning environments that can transfer to at-home and in-school engagement (and vice versa). The project seeks to address the national need to make major strides in developing computing literacy as a core 21st century STEM skill. The project will adapt and expand to new venues their current work on their EarSketch system which connects computer programming concepts to music remixing, i.e. the manipulation of musical samples, beats and effects. The initiative involves a four-year process of iteratively designing and developing a tangible programming environment based on the EarSketch learning environment. The team will develop three new applications: TuneTable, a multi-user tabletop exhibit for museums; TunePad, a smaller version for use at home and in schools; and an online connection between the earlier EarSketch program and the two new devices.
The goal is to: a) engage museum learners in collaborative, playful programming experiences that create music; b) direct museum learners to further learning and computational music experiences online with the EarSketch learning environment; c) attract EarSketch learners from local area schools to visit the museum and interact with novice TuneTable users, either as mentors in museum workshops or museum guests; and d) inform the development of a smaller scale, affordable tangible-based experience that could be used at homes or in smaller educational settings, such as classrooms and community centers. In addition to the development of new learning experiences, the project will test the hypothesis that creative, playful, and social engagement in the arts with computer programming across multiple settings (e.g. museums, homes, and classrooms) can encourage: a) deeper learner involvement in computer programming, b) social connections to other learners, c) positive attitudes towards computing, and d) the use and recognition of computational concepts for personal expression in music. The project's knowledge-building efforts include research on four major questions related to the goals and evaluation processes conducted by SageFox on the fidelity of implementation, impact, success of the exhibits, and success of bridging contexts. Methods will draw on the Active Prolonged Engagement approach (unobtrusive observation, interviews, tracking-and-timing, data summaries and team debriefs) as well as Participatory Action Research methods.
This work 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.
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TEAM MEMBERS:
Michael HornBrian MagerkoJason Freeman
As a part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds research and innovative resources for use in a variety of settings. This Broad Implementation project would scale up the CryptoClub Project, an afterschool and online program designed to engage middle school youth in mathematics and cryptography. The project builds on previous successful work and evaluation that is ready for scale up using a train-the-trainer model implemented through a partnership with the National Girls Collaborative. The project will train 160 new CryptoClub leaders who will then train 800 new leaders at 20 hub sites reaching 9600 students. In addition, professional development modules and webinars will continue to refresh leader skills. Other project components include an online multiplayer cryptography game, weekly challenges through social media, and digital cryptology badges for students.
The research uses a think-aloud method with students as they actually attempt to solve the cryptology problems using mathematical thinking. Three think-aloud studies will be performed during the Project. The research team will code transcripts of the interviews for evidence of the mathematical thinking intended to be addressed by each activity, as well as capturing unexpected kinds of thinking. Tasks will also be rated according to the type of knowledge elicited. A written report will include statistical analyses of the think-aloud and interview responses, interpreted in light of the overall CryptoClub goals. The findings will contribute to both future research efforts and practice. The evaluation by EDC uses a quasi-experimental design, which assesses project outcomes for trainers, leaders, students, and Internet users. EDC will also investigate the fidelity to the CryptoClub model as it is scaled up. These studies have strong potential for informing numerous other projects that are at a stage where scale up is under consideration.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program supports new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This project will meet this goal through rigorous research and the broad implementation of an environmental science literacy professional development and learning program for informal educators and youth engaged in outdoor science programs (OSP). With growing support from the literature and the Next Generation Science Standards (NGSS), much attention has been placed on creating and leveraging interdisciplinary science learning opportunities beyond science classrooms. As such, an estimated 300 residential OSPs currently exist in the United States. Unfortunately, the informal educators often charged with facilitating these deep and impactful science learning experiences often lack robust formal training in evidenced-based, age-appropriate environmental science content knowledge and pedagogy specific for the youth in their programs. This issue is often more pronounced in under-resourced and under-served programs and communities. This project will directly address these pervasive challenges in the field by not only providing much needed science focused professional development and resources to informal educators but also by specifically targeting and training informal leaders and educators serving youth in predominately rural areas, low-income communities, and underrepresented communities.
Approximately 200 OSP leaders at 100 OSPs around the country will participate in a week-long, intensive training in the professional development model at one of five regional residential leadership institutes. OSP leaders will then redeliver the training to the approximately 1,500 OSP educators/field instructors in their home institutions. The OSP educators/field instructors will then use what they learn through the professional development to facilitate the environmental science learning program (i.e., curriculum, field experiences, resources, pedagogy) to over 1 million youth (grades 3-8) enrolled in their residential outdoor science programs. In addition, a rigorous implementation study, efficacy study and evaluation will be conducted. The implementation study will investigate: (a) Which of the professional learning model practices were implemented and (b) What successes and challenges the programs faced implementing the model. The mixed methods efficacy study will explore: (a) if outdoor science programs contribute to the development of science learning activation and environmental literacy? and (b) what are the features of these experiences that are correlated with increases in science learning activation and environmental literacy. Approximately 25-35 youth will be randomly selected from each of 50 randomly selected sites to participate in the efficacy study. The data and findings from the research and evaluation produced by this project will contribute to a relatively sparse knowledge and research base specific to youth efficacy and implementation processes and practices across nearly 1/3 of the estimated 300 existing residential outdoor science programs in the United States.
Chemistry is an important and widely relevant field of science. However, when compared with other STEM content areas, chemistry is under-represented in U.S. science museums and other informal educational environments. This project will build, and build knowledge about, innovative approaches to delivering informal science learning activities in chemistry. The project will not only increase public interest and understanding of chemistry but also increase public perception of chemistry's relevance and increase the public's self-efficacy with respect to chemistry. This project outcomes will include a guide for practitioners along with activity materials that will be packaged into a kit, distributed, and replicated for use by informal science educators, chemists, and chemistry students at 250 sites across the U.S. The project team will reach out to organizations that serve diverse audiences and diverse geographic locations, including organizations in rural and inner-city areas. The kits will provide guidance on engaging girls, people with various abilities, Spanish speakers, and other diverse audiences, and include materials in Spanish. Written guides, training videos, and training slides will be included to support training in science communication in general, as well as chemistry in particular. This project is supported by the Advancing Informal STEM Learning (AISL) program funds research and innovative resources for use in a variety of settings, as a part of its overall strategy to enhance learning in informal environments.
This project will take an innovative approach to develop informal educational activities and materials about chemistry. Rather than starting with content goals, the project will start with a theoretical framework drawn from research about affecting attitudes about science related to interest, relevance, and self-efficacy. A design-based research approach (DBR) will be used to apply that framework to the development of hands-on educational activities about chemistry, while also testing and modifying the framework itself. (DBR blends empirical educational research with the theory-driven design of learning environments.) Existing or new educational activities that appear to embody key characteristics defined in the framework will be tested with public audiences for their impact on visitors. Researchers and educators will determine how different characteristics of the educational activities defined in the framework affect the outcomes. The activities will be modified and tested iteratively until the investigators achieve close alignment between framework and impacts.. The project team will continue the design-based research approach both to examine groups of activities in which synergies can have impacts beyond single interactions as well as to examine varied ways of training facilitators who can also significantly affect outcomes. In this way, the project will generate knowledge about how kits of hands-on informal learning activities can stimulate attitudes of interest, relevance, and self-efficacy with respect to the neglected field of chemistry. The project teams will broadly disseminate project outcomes within the educational research, science and informal Science, Technology, Engineering and Mathematics (STEM) education communities. While this project will focus on chemistry, the strategies it will develop and test through a design-based research process will provide valuable insight into effective approaches for informal STEM education more broadly.
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 National Association of Math Circles (NAMC) will convene the Math Circle-Mentor and Partnership (MC-MAP) Workshop in late 2016. The proposed MC-MAP workshop will build the field's understanding of the training content and mechanisms that enhance the knowledge and skill development of participants in Math Circles. The workshop will bring mentors from experienced Math Circle leaders together with novice Math Circle leaders to develop the expertise of the notice leaders and their group to develop their expertise in facilitating math circle activities and in organizing related events. The approximately 180 Math Circles currently operating across the nation enlist mathematics professionals to share their passion for mathematics with K-12 students, teachers, and the general public in contexts that emphasize exploration, problem solving and discovery. This initial conference and Math Circle trainings informed by this conference will help build a community of practice around Math Circles through which novice and existing leaders are connected, encouraged and inspired.
The MC-MAP workshop will include structured planning as well as guided observation and structured debriefing of a demonstration Math Circle sessions. The workshop design will be grounded in research related to effective adult learning and to discovery-based mathematics. The workshop will serve as a training prototype that will assist the National Association of Math Circles to identify effective training formats and materials for both experienced and novice Math Circle leaders. Pre- and post- conference surveys of Math Circle leaders will produce data to be used in planning and designing future trainings. The NAMC will share key findings from the workshop evaluation and workshop resources not only with its membership, but also with other mathematics K-12 outreach programs. Workshop materials will address recruiting and serving diverse participants in Math Circles, including girls and women, persons with disabilities, students from varied socioeconomic backgrounds and underrepresented minorities in STEM.
This summative report evaluates the accessibility and efficacy of a project website as a tool for teaching ecosystem science. Edu ran a qualitative study with twelve participants in order to determine the overall usability and learnability of IntotheRift.org – an online textbook offering a virtual field trip to Lake Tanganyika in East Africa. The goal of the study – identify usability issues and also what currently works well. A learnability study focused on learners’ increase in awareness of ecosystem concepts and research scientists working in Lake Tanganyika. An efficacy study evaluated
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TEAM MEMBERS:
Douglas SpencerSasha MinskyJediah Graham