In this paper we investigate how people become engaged with open data, what their motivations are, and the barriers and facilitators program participants perceive with regard to using open data effectively.
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Jack ShanleyCamillia MatukOded NovGraham Dove
Having a central scientific language remains crucial for advancing and globally sharing science. Nevertheless, maintaining one dominant language also creates barriers to accessing scientific careers and knowledge. From an interdisciplinary perspective, we describe how, when, and why to make scientific literature more readily available in multiple languages through the practice of translation. We broadly review the advantages and limitations of neural machine translation systems and propose that translation can serve as both a short- and a long-term solution for making science more resilient
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TEAM MEMBERS:
Emma SteigerwaldValeria Ramírez-CastañedaDébora Y C BrandtAndrás BáldiJulie Teresa ShapiroLynne BowkerRebecca D Tarvin
Access & opportunity in STEM remain limited for youth from historically underrepresented backgrounds in the US & UK. We present findings grounded in Participatory Ethnographies into STEM pathways, highlighting how youth participate in ISL across time and settings in equitable and transformative ways, and practices that ISL practitioners engage in towards supporting pathway authoring. We take a pathways lens to highlight the multiple directions one may take through a particular ecology towards a wide range of outcomes beyond the STEM career, such as STEM agency and identities. Our study
This 4-year project addresses fundamental equity issues in informal Science, Technology, Engineering and Mathematics (STEM) learning. Access to, and opportunities within informal STEM learning (ISL) remain limited for youth from historically underrepresented backgrounds in both the United States and the United Kingdom. However, there is evidence that ISL experiences can expand opportunities for youth learning and development in STEM, for instance, increase positive attitudes towards educational aspirations and future careers/pursuits, improve grades and test scores in school settings, and decrease disciplinary action and dropout rates. Through research and development, this project brings together researchers and practitioners to focus on the experiences, practices and tools that will support equitable youth pathways into STEM. Working across conceptual frameworks and ISL settings (e.g. science centers, community groups, zoos) and universities in four urban contexts in two different nations, the partnership will produce a coherent knowledge base that strengthens and expands research plus practice partnerships, builds capacity towards transformative research and development, and develops new models and tools in support of equitable pathways into STEM at a global level. 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.
This Equity Pathways project responds to three challenges at the intersections of ISL research and practice in the United States and the United Kingdom: 1) lack of shared understanding of how youth from historically underrepresented backgrounds perceive and experience ISL opportunities across national contexts, and the practices and tools needed to support empowered movement through ISL; 2) limited shared understanding and evidence of core high-leverage practices that support such youth in progressing within and across ISL, and 3) limited understanding of how ISL might be equitable and transformative for such youth seeking to develop their own pathways into STEM. The major goal of this Partnership is for practitioners and researchers, working with youth through design-based implementation research, survey and critical ethnography, to develop new understandings of how and under what conditions they participate in ISL over time and across settings, and how they may connect these experiences towards pathways into STEM. The project will result in: 1) New understandings of ISL pathways that are equitable and transformative for youth from historically underrepresented backgrounds; 2) A set of high leverage practices and tools that support equitable and transformative informal science learning pathways (and the agency youth need to make their way through them); and 3) Strengthened and increased professional capacity to broaden participation among youth from historically underrepresented backgrounds in STEM through informal science learning. The project will be carried out by research + practice partnerships in 4 cities: London & Bristol, UK and Lansing, MI & Portland, OR, US, involving university researchers (University College London, Michigan State University, Oregon State University/Institute for Learning Innovation) practitioners in science museums (@Bristol Science Centre, Brent Lodge Park Animal Centre, Impressions 5, Oregon Museum of Science & Industry) and community-based centers (STEMettes, Knowle West Media Centre, Boys & Girls Clubs of Lansing, and Girls, Inc. of the Pacific Northwest).
This evaluation report provides a brief review of the National Science Foundation (NSF) planning grant, Creating an Early Childhood STEM Ecosystem, as of August 2019. The purpose of the evaluation was to provide an external, independent overview of the work completed and some of the lessons learned to date.
This report presents summative evaluation results for a National Science Foundation funded project entitled Grounding Institutional Partnerships in Structures for Broader Impacts Design (BID). The project represents a collaboration between five institutions: Institute for Learning Innovation, The STEM Research Center at Oregon State University, Scicenter, University of Washington-Bothell, and University of Wisconsin-Madison. BID aimed at creating an inter-institutional structure and toolkit to assist higher education institutions (HEIs) and informal science education organizations (ISEs) in
Diversity in the STEM workforce is essential for expanding the talent pool and bringing new ideas to bear in solving societal problems, yet entrenched gaps remain. In STEM higher education, students from certain racial and ethnic groups continue to be underrepresented in STEM majors and fields. Colleges and universities have responded by offering precollege STEM programs to high school students from predominantly underrepresented groups. These programs have been shown to positively affect students' analytical and critical thinking skills, STEM content knowledge and exposure, and self-efficacy through STEM-focused enrichment and research experiences. In fact, salient research suggests that out-of-school-time, precollege STEM experiences are key influencers in students' pursuit of STEM majors and careers, and underscore the value of precollege STEM programs in their ability to prepare students in STEM. This NSF INCLUDES Alliance: STEM PUSH - Pathways for Underrepresented Students to Higher Education Network - will form a national network of precollege STEM programs to actualize their value through the creation, spread and scale of an equitable, evidence-based pathway for university admissions - precollege STEM program accreditation. Building on several successful NSF INCLUDES Design and Development Launch Pilots, this Alliance will use a networked improvement community approach to transform college admissions by establishing an accreditation process for precollege STEM programs in which standards-based credentials serve as indicators of program quality that are recognized by colleges and universities as rigorous and worthy of favorable consideration during undergraduate admissions processes. Given the high enrollment of students from underrepresented groups in precollege STEM programs, the Alliance endeavors to broaden participation in STEM by maximizing college access and STEM outcomes in higher education and beyond.
The STEM PUSH Network is a national alliance of precollege STEM programs, STEM and culturally responsive pedagogy experts, formal and informal education practitioners, college admissions professionals, the accreditation sector, and other higher education representatives. The Alliance will establish a formidable collaborative improvement space using the networked improvement community model and a "next generation" accreditation model that will serve as a mechanism for communicating the power of precollege programs to admissions offices. Framing this work is the notion that the accreditation of precollege STEM programs is an equitable supplemental admissions criterion to the current, often cited as a culturally biased, standardized test score-based system. To achieve its shared vision and goals, the Alliance has four key objectives: (1) establish and support a national precollege STEM program networked community, (2) develop a standards-based precollege STEM program accreditation system to broaden participation in STEM, (3) test and validate the model within the networked improvement community, and (4) spread, scale, and sustain the model through its backbone organization, the STEM Learning Ecosystem Community of Practice. Each objective will be closely monitored and evaluated by an external evaluator. In addition, the data infrastructure developed through this Alliance will provide an unprecedented opportunity to advance scholarship in the fields of networked improvement community design and development, the efficacy of STEM precollege programs, and effective practices for broadening participation pathways from high school to higher education. By the end of five years, the STEM PUSH Network will transform ten urban ecosystems across the country into communities where students from underrepresented groups have increased college access and therefore, entree to STEM opportunities and majors in higher education. The model has the potential to be replicated by another 80 STEM ecosystems that will have access to Alliance materials and strategies through the backbone organization.
This NSF INCLUDES Alliance is funded by NSF Inclusion across the Nation of Communities of Learners of Underrepresented Discoverers in Engineering and Science (NSF INCLUDES), a comprehensive national initiative to enhance U.S. leadership in discoveries and innovations by focusing on diversity, inclusion and broadening participation in STEM at scale. It is also co-funded by the NSF Innovative Technology Experiences for Students and Teachers program and the Advancing Informal STEM Learning Program.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS:
Alison Slinskey LeggJan MorrisonJennifer IritiAlaine AllenDavid Boone
The goal of the National Science Foundation?s Research Coordination Network (RCN) program is to advance a field or create new directions in research or education by supporting groups of investigators to communicate and coordinate their research, training and educational activities across disciplinary, organizational, geographic and international boundaries. This RCN will bring together scholars and practitioners working at the intersection of equity and interdisciplinary making in STEM education. Making is a culture that emphasizes interest-driven learning by doing within an informal, peer-led and creative social environment. Hundreds of maker spaces and maker-oriented classroom pedagogies have developed across the country. Maker spaces often include digital technologies such as computer design, 3-D printers, and laser cutters, but may also include traditional crafts or a variety of artist-driven creations. The driving purpose of the project is to collectively broaden STEM-focused maker participation in the United States through pursuing common research questions, sharing resources, and incubating emergent inquiry and knowledge across multiple working sites of practice. The network aims to build capacity for research and knowledge, building in consequential and far-reaching mechanisms to leverage combined efforts of a core group of scholars, practitioners, and an extended network of formal and informal education partners in urban and rural sites serving people from groups underrepresented in STEM. Maker learning spaces can be particularly fruitful spaces for STEM learning toward equity because they foster interest-driven, collective, and community-oriented learning in making for social and community change. The network will be led by a team of multi-institutional and multi-disciplinary researchers from different geographic regions of the United States and guided by a steering committee of prominent researchers and practitioners in making and equity will convene to facilitate network activities.
Equitable processes are rooted in a commitment to understand and build on the skills, practices, values, and knowledge of communities marginalized in STEM. The research network aims to fill in gaps in current understandings about making and equity, including the many ways different projects define equity and STEM in making. The project will survey the existing research terrain to develop a dynamic and cohesive understanding of making that connects to learners' STEM ideas, communities, and historical ways of making. Additionally, the network will collaboratively develop central research questions for network partners. The network will create a repository for ethical and promising practices in community-based research and aggregate data across sites, among other activities. The network will support collaboration across a multiplicity of making spaces, research institutions, and community organizations throughout the country to share data, methodologies, ways of connecting to local communities and approaches to robust integration of STEM skills and practices. Project impacts will include new research partnerships, a dissemination hub for research related to making and equity, professional development for researchers and practitioners, and leveraging collective research findings about making values and practices to improve approaches to STEM-rich making integration in informal learning environments. The project is funded by NSF's Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of settings. 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 award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
This commentary introduces a preliminary conceptual framework for approaching putative effects of scholarly online systems on collaboration inside and outside of academia. The first part outlines a typology of scholarly online systems (SOS), i.e., the triad of specialised portals, specialised information services and scholarly online networks which is developed on the basis of nine German examples. In its second part, the commentary argues that we know little about collaborative scholarly community building by means of SOS. The commentary closes with some remarks on further research questions
The employment demands in STEM fields grew twice as fast as employment in non-STEM fields in the last decade, making it a matter of national importance to educate the next generation about science, engineering and the scientific process. The need to educate students about STEM is particularly pronounced in low-income, rural communities where: i) students may perceive that STEM learning has little relevance to their lives; ii) there are little, if any, STEM-related resources and infrastructure available at their schools or in their immediate areas; and iii) STEM teachers, usually one per school, often teach out of their area expertise, and lack a network from which they can learn and with which they can share experiences. Through the proposed project, middle school teachers in low-income, rural communities will partner with Dartmouth faculty and graduate students and professional science educators at the Montshire Museum of Science to develop sustainable STEM curricular units for their schools. These crosscutting units will include a series of hands-on, investigative, active learning, and standards-aligned lessons based in part on engineering design principles that may be used annually for the betterment of student learning. Once developed and tested in a classroom setting in our four pilot schools, the units will be made available to other partner schools in NH and VT and finally to any school wishing to adopt them. In addition, A STEM rural educator network, through which crosscutting units may be disseminated and teachers may share and support each other, will be created to enhance the teachers’ ability to network, seek advice, share information, etc.
This application requests support to enable a team of experienced science educators and biomedical and behavioral health network scientists to develop and implement the Worlds of Connections curriculum. Most middle school students are familiar with patient care-related health careers (e.g., nurses, dentists, surgeons), but few know about emerging careers in network science that can be leveraged to improve population health. This innovative and research-based science program is strategically designed to increase awareness of, understanding of, and interest in the important role of network science for health. This project will design learning activities that incite interest in network science applications to biomedical and public health research. The long- term goal is to enhance the diversity of the bio-behavioral and biomedical workforce by increasing interest in network science among members of underrepresented minority communities and to promote public understanding of the benefits of NIH-funded research for public health. The goal of this application is to identify and create resources that will overcome barriers to network science uptake among underserved minority middle school youth. The central hypothesis is that the technology-rich field of network science will attract segments of today’s youth who remain uninterested in conventional, bio-centric health fields. Project activities are designed to improve understanding of how informal STEM experiences with network science in health research can increase STEM identities, STEM possible selves, and STEM career aspirations among youth from groups historically underrepresented in STEM disciplines at the center of health science research (Aim 1) and create emerging media resources via augmented reality technologies to stimulate broad interest in and understanding of the role of network science in biomedical and public health research (Aim 2). A team led by University of Nebraska-Lincoln sociologists will partner with the University of Nebraska at Omaha; state museums; centers for math, science, and emerging media arts; NIH-funded network scientists; educators; community learning centers at local public schools; learning researchers; undergraduates; software professionals; artists; augmented reality professionals; storytellers; and evaluation experts to accomplish these goals and ensure out of school learning will reinforce Next Generation Science Standards. The Worlds of Connections project is expected to impact 35,250 youth and 20,570 educators in Lincoln and Omaha, Nebraska by: adding network science modules to ongoing 6th-8th-grade afterschool STEM clubs in community learning centers; adding network science for health resources to a summer graduate course on “activating youth STEM identities” for sixth to twelfth grade STEM teachers; connecting teachers with local network scientists; creating free, downloadable, high-quality emerging media arts-enhanced stories; and publishing peer-reviewed research on the potential of network science to attract youth to health careers. Coupled with the dissemination plan, the project design and activities will be replicable, allowing this project to serve as a model to guide other projects in STEM communication.
PUBLIC HEALTH RELEVANCE:
The lack of public understanding about the role of network science in the basic biological and social health sciences limits career options and support for historically underrepresented groups whose diverse viewpoints and questions will be needed to solve the next generation of health problems. The Worlds of Connections project will combine network science, social science, learning research, biology, computer science, mathematics, emerging media arts, and informal science learning expertise to build a series of monitored and evaluated dissemination experiments for middle school science education in high poverty schools. Broad dissemination of the curriculum and project impacts will employ virtual reality technologies to bring new and younger publics into health-related STEM careers.