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. Blind youth are generally excluded from STEM learning and careers because materials for their education are often composed for sighted individuals. In this proposed Innovations in Development project, the PIs suggest that spatial acuity is an important element in order for blind persons to understand physical and mental structures. Thus, in this investigation, efforts will be made to educated blind youth in the discipline of engineering. A total of 200 blind students, ages 12-20 along with 30 informal STEM educators will participate in the program. This effort is shared with the National Federation of the Blind, Utah State University, the Science Museum of Minnesota, and the Lifelong Learning Group.
The National Federation of the Blind, in partnership with scholars from Utah State University and educators from the Science Museum of Minnesota will develop a five-year Innovations in Development project in order to broaden the participation of blind students in STEM fields through the development of instruction and accessible tools that assess and improve the spatial ability of blind youth. The partnership with the Science Museum will facilitate the creation of informal science content for students and professional development opportunities for informal educators. Evaluation will be conducted by Lifelong Learning Group of the Columbus Center of Science and Industry. Activities will begin in year one with a week-long, engineering design program for thirty blind high-school students at the Federation of the blind headquarters in Baltimore. Year two will feature two similarly sized programs, taking place at the Science Museum. While spatial ability is linked to performance in science, research has not been pursued as to how that ability can be assessed, developed, and improved in blind youth. Further, educators are often unaware of ways to deliver science concepts to blind students in a spatially enhanced manner, and students do not know how to advocate for these accommodations, leading blind youth to abandon science directions. Literature on the influences of a community of practice on youth with disabilities, as well as nonvisual tools for experiencing engineering, is lacking. This project will advance understanding of how blind people can participate in science, and how spatial ability can be developed and bolstered through informal engineering activities and an existing community of practice.
Becoming computationally literate is increasingly crucial to everyday life and to expanding workforce capacity. Research suggests that computational literacy--knowing what, when, how, and why to use the ideas of computer science, in combination with the capacity to view problems and potential solutions through the lens of computational structures and procedures--can be supported through digital game play. This project aims to develop a social and creative exhibit game that foregrounds aspects of computer science, specifically artificial intelligence (AI) and computer programming, in ways that enable youth to explore, construct, and share computational complex systems content with one another and other museum visitors. To play the game, pairs of youth visitors will use code cards to program the behavior of AI animals in a virtual forest. As they do so, youth will engage with computational literacy practices, such as basic computer programming, describing their computational ideas, and doing computational problem solving with their friends. Their activity will be projected on a large screen as a strategy for enabling youth to test, rehearse, and communicate their computational ideas and to also interest other visitors into computational problem solving.
Using multi-perspective and iterative design-based research, university learning scientists, museum practitioners, and game developers will pursue research questions around how science museums can better engage youth who are traditionally underrepresented in computer science in complex computational practices. Data sources will include interactive-log data, observations of visitor interactions with the game, visitor interviews, and visitor surveys. A multimodal and mixed methods approach that searches for convergences between qualitative analysis, quantitative analysis, and learning analytics will be used to generate research findings. Changes in computational literacy will be assessed by evaluating what problems visitors choose to solve with programming, how they frame those problems, and their selections from among possible solutions, what they program, how they program, and how they describe programming ideas. The results of this project will include: 1) a social, interactive gameplay experience that supports the development of computational literacy; 2) design principles for game-based exhibits that facilitate development of computational literacy; and 3) new knowledge of variations in design and gameplay across diverse gameplay users, including those from underrepresented groups in computer science. It is anticipated that 1,000 museum youth visitors will directly participate in the study.
This 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.
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TEAM MEMBERS:
Matthew BerlandLeilah LyonsMatthew Cannady
In this project, education researchers, environmental scientists, and educators will develop a computer tool to let STEM educators and curriculum developers build local environmental science models. The system will use data about land use to automatically construct map-based simulations of any area in the United States. Users will be able to choose from a range of environmental and economic issues to include in these models. The system will create simulations that ask students to change to patterns of land use -- for example, increasing land zoned for housing, or open land, or industrial development -- to try to meet environmental and social goals. As a result, students will be able to learn about the interaction of environmental and economic issues relevant to their own city, town, neighborhood, or region. These map-based simulations will be incorporated into an existing science, technology, engineering, and mathematics (STEM) education tool, Land Science, in which learners work in a fictional planning office to study how zoning affects economic and environmental issues in a community. Research has shown that Land Science is mode effective when learners are exploring issues in an area near their home, and the current study will investigate how and why local simulations improve environmental science learning. This project is funded by the Advancing Informal STEM Learning (AISL) program which supports work to enhance learning in informal environments by funding innovative research, approaches, and resources for use in a variety of settings.
In this project, the research team will build, test, and deploy a toolkit that will allow informal STEM educators and developers of informal STEM programming to easily adapt an existing environmental science learning environment, which consists of a place-based virtual internship in urban planning and ecology, to their local contexts, learning objectives, and learner populations. Land Science is a virtual internship in which young people explore the environmental and socio-economic impacts of land-use decisions. To do so, they play the role of interns at an urban planning firm developing a new land-use proposal for the city of Lowell, Massachusetts: they read reports, virtually visit sites, determine stakeholder priorities, and use a geographic information system (GIS) model to evaluate the socio-economic and environmental impacts of land-use choices. No one plan can satisfy all stakeholders, so learners must compromise to create an effective plan and justify their decisions. Land Science has been shown to improve civic engagement, interest in eco-social issues, and understanding of scientific models, but it is most effective when the location of the virtual internship is in or near the learners' home town. To improve the accessibility and impact of this effective learning intervention, the interdisciplinary research team, which includes learning scientists, land-use experts, and informal STEM educators, will develop a Local Environmental Modeling toolkit, which will allow educators to change the location of the simulation and the stakeholder groups, zoning codes, and environmental and socio-economic indicators included in the land-use model. The system will ensure that the model produced is functional, realistic, and appropriately complex. The localized versions of Land Science produced by informal STEM educators will be used in a range of contexts and locations, allowing the research team to study the effects of an online, place-based learning intervention on environmental science learning, STEM interest and motivation, and civic engagement.
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TEAM MEMBERS:
David ShafferKristen ScopinichHolly GibbsJeffrey Linderoth
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This Change Makers project will establish Food Justice Ambassador corps across three cities in Massachusetts where youth will install, manage and learn the science and technology underlying hydroponics. The project takes a near-peer mentoring approach that empowers high school youth to take the lead in improving ethnic minority and low-income residents' access to healthy produce and to help educate middle school youth regarding the value of fresh produce in one's diet by learning the science of hydroponics. Youth will create story maps to visualize food accessibility in their communities. High school youth will work with their communities to establish hydroponic farms in middle school after-school settings. The food that is grown will be provided to the community through farmers' markets. Youth will share their work with a larger community of urban farmers at the Massachusetts Urban Farming Conference. This project seeks to understand the contribution on youth development by the model's three components: (1) STEM learning embedded in a social justice framework, (2) near-peer mentoring, and (3) youth purpose and career development. This will enable researchers to better understand how the project enables youth to learn STEM skills; apply them to a real life problem; learn the relevance of STEM skills for addressing personal, career aspiration, and social justice issues; develop a sense of purpose and aspirations related to STEM fields; and mentor other youth through the same process. The project will use a mixed-method, multi-site longitudinal study utilizing quantitative surveys, structural equation modeling, and qualitative interviews to study the intersections of the components of the project. As such, the study will address three key questions: 1) How do youth and mentors perceive and experience their roles as participants in the pedagogy? 2) What is the impact of the intervention on youth' sense of purpose, identity, career adaptability, work volition, critical consciousness, school engagement, STEM interests, and STEM intentionality? 3) What is the contribution of relational/mentoring and psychosocial/career adaptability aspects of the youths' contexts on their capacity to benefit from this program and to develop and sustain purpose and engagement in school and STEM? Most urban youth (and adults) have little knowledge of where their food comes from and have limited opportunities to learn how to grow produce as well as develop related skills that can lead to a career in a STEM field. This is particularly disconcerting as 55% of African Americans live inside central cities (90% in metropolitan areas) and over half of all Latino/as live in central cities (United States Census Bureau, 2011). This project entails the recruitment of low-income youth from populations underrepresented in science into a program where social justice concerns (food justice, food security) are illuminated, analyzed, and acted upon through the development of STEM knowledge and skills. Specifically, this project recognizes the potential for urban youth to become deeply knowledgeable citizens who can mobilize their STEM knowledge and skills to resolve social injustices such as food deserts. If successful, this project will provide a model that should be transferable to similar contexts to help broaden participation in STEM.
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TEAM MEMBERS:
George BarnettBelle LiangDavid Blustein
The project will advance efforts by the American Association for the Advancement of Science and the Institute for Learning Innovation to bring together young adults from communities historically underrepresented in science, technology, engineering, and mathematics (STEM) to collaboratively conduct scientifically driven challenges embedded in a mobile learning tool based upon the AAAS Active Explorer platform. The project will be conducted at the Washington National Mall, San Francisco National Golden Gate Park, and the Boston Harbor Islands National Recreation Area, and will study how a mobile technology used in these settings can facilitate learner engagement in science content; how it can affect young adults' engagement in science-learning processes; and whether interest in learning science and technology has been furthered. 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, including pathways for broadening access to STEM learning experiences and advancing research STEM learning. Research questions will investigate science learning inequalities by addressing how place-based augmented reality games can connect young adults to scientific practices, including observing science phenomena, analyzing data, and communicating findings; how young adults develop science skills related to their science self-efficacy through participation in augmented reality science exploration; and how mobile technologies and gaming can serve as mediators that enable young adults to improve their science identity. In addition to engaging young adults in science activities at the National Parks and increasing their science skills, the project will provide valuable information to National Park staff and scientists to assist them in designing effective tools, resources and experiences to better engage young adults. Research teams will collect data in the form of digital ethnography, focus groups, activity reports, artifacts, and surveys. The project will document learning and engagement through mobile technology in three urban national parks that will involve 60 young adults at each location, and will create innovative measurement tools to monitor how informal settings can leverage the intersections of the arts and sciences to support student engagement and learning.
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. There are few empirical studies of sustained youth engagement in STEM-oriented making over time, how youth are supported in working towards more robust STEM related projects, on the outcomes of such making experiences among youth from historically marginalized communities, or on the design features of making experiences which support these goals. The project plans to conduct a set of research studies to develop: a theory-based and data-driven framework for equitably consequential making; a set of related individual-level and program-level cases with exemplars (and the associated challenges) that can be used by researchers and practitioners for guiding the field; and an initial set of guiding principles (with indicators) for identifying equitably consequential making in practice. The project will result in a framework for equitably consequential making with guiding principles for implementation that will contribute to the infrastructure for fostering increased opportunities to learn among all youth, especially those historically underrepresented in STEM.
Through research, the project seeks to build capacity among STEM-oriented maker practitioners, researchers and youth in the maker movement around equitably consequential making to expand the prevailing norms of making towards more transformative outcomes for youth. Project research will be guided by several questions. What do youth learn and do (in-the-moment and over time) in making spaces that work to support equity in making? What maker space design features support (or work against) youth in making in equitably consequential ways? What are the individual and community outcomes youth experience in STEM-making across settings and time scales? What are the most salient indicators of equitably consequential making, how do they take shape, how can these indicators be identified in practice? The project will research these questions using interview studies and critical longitudinal ethnography with embedded youth participatory case study methodologies. The research will be conducted in research-practice partnerships involving Michigan State University, the University of North Carolina at Greensboro and 4 local, STEM- and youth-oriented making spaces in Lansing and Greensboro that serve historically underrepresented groups in STEM, with a specific focus on youth from lower-income and African American backgrounds.
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.
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. In this exploratory Change Makers project, the Concord Consortium will develop, test, and evaluate a citizen science program that leverages innovative technology, such that youth engage directly with energy issues through scientific inquiry. The project will create the Infrared Street View, a citizen science program that aims to produce a thermal version of Google's Street View using an affordable infrared camera attached to a smartphone. The infrared camera serves as a high-throughput data acquisition instrument that collects thousands of temperature data points each time a picture is taken. Youth will collect massive geotagged thermal data that have considerable scientific and educational value for visualizing energy usage and improving energy efficiency at all levels. The Infrared Street View program will provide a Web-based platform for youth and anyone interested in energy efficiency to view and analyze the aggregated data to identify possible energy losses. By sharing their scientific findings with stakeholders, youth will make changes to the way energy is being used. The project will start with school, public, and commercial buildings in selected areas where performing thermal scan of the buildings and publishing their thermal images for educational and research purposes are permitted by school leaders, town officials, and property owners. In collaboration with high schools and out-of-school programs in Massachusetts, this project will conduct pilot-tests with approximately 200 students.
To contribute to advancing learning, the study will probe three research questions: 1) Under what circumstances can technology bridge out-of-school and classroom science learning and improve learning on both sides? 2) To what extent can unobtrusive assessment based on data mining support research and evaluation of student learning in out-of-school settings? and 3) To what extent can instructional intelligence built into the app used in the program help students learn in out-of-school programs and improve the quality of data they contribute to the citizen science project? Data sources for investigating these questions include students' interaction data with the app logged behind the scenes and the images they have taken, as well as results based on traditional assessments from a small number of participants. Throughout the project, staff will widely disseminate project products and findings through the Internet, science fairs, conferences, publications, and partner networks. An eight-member Advisory Board consisting of cleantech experts, science educators, and educational researchers will oversee and evaluate this project.
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.
This longitudinal research study will contribute to a broader understanding of the pathways of STEM-interested high school students from underrepresented groups who plan to pursue or complete science studies in their post-high school endeavors. The project will investigate the ways that formative authentic science experiences may support youth's persistence in STEM. The study focuses on approximately 900 urban youth who are high interest, high potential STEM students who participate in, or are alumni of, the Science Research Mentoring Program. This program provides intensive mentoring for high school youth from groups underrepresented in STEM careers. It takes place at 17 sites around New York City, including American Museum of Natural History, which is the original program site. Identifying key supports and obstacles in the pathways of high-interest, under-represented youth towards STEM careers can help practitioners design more inclusive and equitable STEM learning experiences and supports. In this way, the project will capitalize on student interest so that students with potential continue to persist.
In order to understand better the factors that influence these students, this research combines longitudinal social network and survey data with interviews and case studies, as well as an analysis of matched student data from New York City Public Schools' records. The research questions in the study are a) how do youths' social networks develop through their participation in scientists' communities of practice? b) what is the relationship between features of the communities of practice and youths' social networks, measures of academic achievement, and youths' pursuit of a STEM major? and c) what are the variations in youth pathways in relationship to learner characteristics, composition of social networks, and features of the community of practice? The research design allows for a rich, layered perspective of student pathways. In particular, by employing social network analysis, this study will reveal relational features of persistence that may be particularly critical for underrepresented youth, for whom STEM role models and cultural brokers provide an otherwise unavailable sense of belonging and identity in STEM. The study will also access a New York City Public Schools data set comprised of student-level records containing biographical and demographic variables, secondary and postsecondary course enrollment and grades, exam scores, persistence/graduation indicators, linked responses to post-secondary surveys, and post-education employment records and wages. These data enable examination of inter-relationships between in-school achievement and out-of-school STEM experiences through comparison of program participants to similar non-participant peers. This project is supported by NSF's EHR Core Research (ECR) program. The ECR program emphasizes fundamental STEM education research that generates foundational knowledge in the field.
The Growing Beyond Earth Project (GBE) is a STEM education program designed to have middle and high school students conduct botany experiments, designed in partnership with NASA researchers at Kennedy Space Center, that support NASA research on growing plants in space. GBE was initiated by Fairchild Tropical Botanic Garden in collaboration with NASA's Exploration Research and Technology Programs and Miami-Dade County Public School District. Project goals are to: (1) improve STEM instruction in schools by providing authentic research experiments that have real world implications through curricular activities that meet STEM education needs, comprehensive teacher training, summer-long internships and the development of replicable training modules; (2) increase and sustain youth and public engagement in STEM related fields; (3) better serve groups historically underrepresented in STEM fields; and (4) support current and future NASA research by identifying and testing new plant varieties for future growth in space. During the 2016-17 academic year, 131 school classrooms participated in the program. To date, students have tested 91 varieties of edible plants and produced more than 100,000 data points that have been shared with the researchers at KSC.
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