The American Association for the Advancement of Science (AAAS) is creating, implementing and evaluating a forum for the NSF INCLUDES broadening participation community of practice and for engaging the NSF INCLUDES awardees and science, technology, engineering and mathematics (STEM) researchers across the nation to expand the NSF INCLUDES broadening participation network. The NSF INCLUDES program is a comprehensive national initiative designed to enhance U.S. leadership in STEM discoveries and innovations focused on NSF's commitment to diversity, inclusion, and broadening participation in these fields.
The NSF INCLUDES Open Forum will use the AAAS Trellis networking platform and the organization's experience engaging communities of practice focused on broadening participation, STEM education and STEM research. The project builds on the success of a prior NSF INCLUDES Conference award (HRD-1650509) that was addressing goals to define networking needs of the first round of NSF INCLUDES Design and Development Launch Pilots (DDLP); to develop design specifications for NSF INCLUDES networking, curating of resources, and supporting communities of practice; and to propose tools, techniques, capacities and functionalities for an NSF INCLUDES national network.
The NSF INCLUDES Open Forum project includes advisory board members with expertise in networking platforms and others with broadening participation knowledge and experience. A yearly conference for NSF INCLUDES awardees will offer participants an opportunity to learn about how Trellis platform upgrades, functionality and technology options (e.g., a smartphone application) can be used in new ways to engage a broader community of partners interested in broadening participation in STEM research and education contexts. An external evaluator will assess the activities and outcomes of the NSF INCLUDES Open Forum both during implementation and at project end. The PIs will also communicate the outcomes of the project to broader audiences, both academic and non-academic, and encourage a dialogue within the NSF INCLUDES community about the use of technology for organization and communication within a network.
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TEAM MEMBERS:
Shirley MalcomJosh Freeman
resourceprojectProfessional Development, Conferences, and Networks
Project SYSTEMIC (A Systems Thinking Approach to STEM Ecosystem Development in Chicago) will apply systems thinking to a community-level STEM ecosystem development effort in one of Chicago's largest and most distressed neighborhoods. The project aims to broaden participation of African American and low-income Chicago Public School students (preK-12) in STEM learning opportunities. The proposed model of collaborative change for this project builds on the work of two coordinated collective impact initiatives--the Chicago STEM Pathways Cooperative and Austin Coming Together, a network of local organizations committed to improving educational and economic outcomes for the community. A key feature of this project is that it adds innovative, interactive, visual problem structuring and solving strategies to highlight and uncover the systemic interdependencies that contribute to the BP challenge for African American youth. The project will convene a series of workshops to engage community stakeholders in the mapping of the STEM ecosystem. A broad and representative cross-section of community stakeholders will design and develop evidence-based STEM ecosystem organizing and implementation strategies. Key outcomes anticipated from this project are the development of a shared understanding, agenda, activities, and commitment to collectively address the underlying challenges of STEM access and participation for African American youth. The goal of this community-driven project is to develop a viable system model that elevates neighborhood voices, historically excluded from the problem-solving table and decision-making processes, to leverage existing assets, build local capacity, increase messaging and awareness of the value of STEM, identify needed new programs, and develop coordination/resource sharing mechanisms across partners to support implementation. The evaluation of this project will be grounded in systems thinking and culturally-responsive approaches that seek to understand the diverse perspectives of stakeholders while measuring progress toward project goals. Evaluation data will be used to assess the problem structuring process, to evaluate the organizational strategy designed to address the structured problem, and to support adaptive learning among stakeholders.
The Louis Stokes Alliances for Minority Participation (LSAMP) program assists universities and colleges in diversifying the STEM workforce through their efforts at significantly increasing the numbers of students from historically underrepresented minority populations to successfully complete high quality degree programs in science, technology, engineering and mathematics (STEM) disciplines. The LSAMP Bridge to the Baccalaureate (B2B) funding opportunity provides support for historically underrepresented minority STEM students who begin their instruction at a community college with the intent to transfer into 4-year STEM degree programs in addition to other infrastructure support such as STEM faculty professional development. This project, Educational Network to GAin STEM Graduates and Enhance STEM Education (ENGAGE), broadens participation of underrepresented minority (URM) students and enhances diversity in STEM. Valencia College, on behalf of the Central Florida STEM Alliance (CFSA), seeks to significantly increase the number of URM STEM students transferring from CFSA two-year colleges, Valencia College, Lake-Sumter State College and Polk State College, to STEM baccalaureate degree programs at regional university partners, the Florida Institute of Technology, Florida Polytechnic University, University of Central Florida, University of Florida and University of South Florida.
ENGAGE creates a network between secondary education, community colleges, four-year institutions and graduate programs to offer viable pathways to STEM degree achievement. ENGAGE supports URM students' access and early exposure to STEM disciplines through comprehensive support services with linkages to university LSAMP partners including the Florida-Georgia LSAMP Bridges to the Doctorate program. ENGAGE advances research on effective practices in engaging URM students through the academic, social, and professional integration of STEM that aligns with the LSAMP model. ENGAGE informs the STEM community on institutional practices that impact recruitment, retention, and transfer-readiness strategies specific to URM STEM student success at two-year colleges. Through this LSAMP B2B partnership, ENGAGE seeks to achieve significant gains in the development of a diverse, globally-competitive workforce and create new STEM pathways for URM students leading to an increase of URM graduates with STEM baccalaureate and graduate degrees.
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TEAM MEMBERS:
Kathleen PlinskeCory BlackwellReginal WebbEugene Jones
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).
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 subject of physics and all of its sub-disciplines are becoming more prevalent in the public press as the research results appear to be quite interesting and important. While the physics discipline has made a Nation-wide effort to acquaint the public with physics knowledge through informal education learning experiences for years, it has not been as successful as the community desires. Thus, this project is aimed to gather all of the informal and outreach physics education efforts that have been attempted in the hope of finding the best practices for learning physics concepts and practices. A compendium will be published to inform future opportunities on how to educate the public through informal and outreach mechanisms. This project is a collaboration between Michigan State University and the University of Colorado. The physics community has a long history of engaging audiences in informal education activities. Physics institutions that facilitate informal programs include university departments, national laboratories and centers, and professional societies and organizations. There is, however, no systemic understanding of how these programs are facilitated, nor an assessment of the collective impact that these programs have on participants. This project will address numerous research questions in the broad areas of Activity Detail, Structural Aspects, and Assessment. Further, their efforts will determine the "who, what, why, where and how" of informal physics offerings, focusing on their facilitation, impact on participants, and the academic and discipline-specific cultures from which these programs originate. The study has several definite research outcomes that will emerge from this methodology: 1) They will produce a survey of the informal efforts of university physics departments, national physics labs and national physics organizations, 2) They will develop a taxonomy of informal physics programs from which we can characterize the landscape of programs, and 3) by investigating both "successful" as well as "failed" or terminated programs, they will develop an understanding of the culture and resources needed to support outreach from these research findings. In addition, they will produce published works that can be utilized by informal practitioners and administrators in physics to examine current programs and guide the development of new programs. With regards to the research questions and framework, the overarching and driving question for this research project is: "What is the landscape of informal physics learning, specifically, of those programs in the United States facilitated by physicists and physics students at academic institutions, national labs and by national physics organizations?" This study will provide a robust understanding of the state of informal physics programs and outreach by physicists in the United States today. Findings will inform practitioners and administrators as to how best to support and design informal physics programming. The results will also have broad implications for other discipline-specific informal STEM programming. The primary data collection methods will be a nationwide survey and interviews with a large sample of informal practitioners from the physics community. Site visits will be conducted with a subset of these programs in order to observe programs in action and to glean insights from university participants, community partners, public, and K-12 audiences.
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TEAM MEMBERS:
Kathleen HinkoNoah Finkelstein
resourceprojectWebsites, Mobile Apps, and Online Media
The intent of this five-year project is to design, deliver, and study professional development for Informal Science Learning (ISL) educators in the arena of equity-focused STEAM (Science, Technology, Engineering, Art, and Mathematics) teaching and learning. While the strategy of integrating art and science to promote interest, identity, and other STEM-related learning has grown in recent years, this domain is still nascent with respect to a guiding set of best practices. Through prior work, the team has developed and implemented a set of design principles that incorporate effective practices for broadening participation of girls in science via science-art integration on the topic of the biology, chemistry and optics of "Colors in Nature." The continued initiative would impact the ISL field by providing a mechanism for ISL educators in museums, libraries and after-school programs to adopt and implement these STEAM design principles into their work. The team will lead long-term (12-18 months) professional development activities for ISL educators, including: 1) in-person workshops that leverage their four previously developed kits; 2) online, asynchronous learning activities featuring interactive instructional videos around their STEAM design principles; 3) synchronous sessions to debrief content and foster communities of practice; and 4) guided design work around the development or redesign of STEAM activities. In the first four years of the project, the team will work with four core institutional partners (Sitka Sound Science Center, Sno-Isle Libraries, the Fairbanks North Star Borough School District after-school program, and the Pima County Public Library system) across three states (Alaska, Washington, and Arizona). In the project's later stages, they will disseminate their learning tools to a broad, national audience. 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.
The project has three main goals: (1) To support ISL educators in offering meaningful STEAM activities, (2) To create institutional change among the partner organizations, and (3) To advance the ISL field with respect to professional development and designing for STEAM Programming. The research questions associated with the professional development activities address the ways in which change occurs and focus on all three levels: individual, institutional, and the ISL field. The methods are qualitative and quantitative, including videotaped observations, pre and post interviews, surveys and analysis of online and offline artifacts. In addition, the project evaluation will assess the implementation of the project's professional development model for effectiveness. Methods will include observations, interviews, surveys and Website analytics and program data.
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 will derive a nationwide online coaching/mentoring program for out of school educators in rural settings. The program builds on a Noyce Foundation pilot project. The issue to be addressed is that educators in rural settings are challenged in a multitude of ways due to isolation. This project will try to find ways to alleviate some of the consequences of isolation through resource sharing, knowledge sharing, and unique techniques for communicating with students. Partners in this effort are the Maine Mathematics and Science Alliance, the National AfterSchool Association, Development Without Limits, and the Maine State Library.
By using widely-available technologies, this project will bring fully online instructional coaching in STEM to out-of-school educators who live too remotely to attend ongoing in-person workshops. The project team will achieve this by adapting a highly promising coaching program where groups of educators video-record their own work with youth, practice key skills, and meet regularly to discuss their work. The project will: (a) test technical challenges to achieve fully virtual implementation; (b) design and adapt a specific STEM-skill curriculum to align with different levels of need; (c) customize the model to work with rural librarians; and (d) integrate the work into existing state and national accreditation systems.
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 will conduct research designed to deepen our fundamental knowledge about culture, experience, and ecosystems cognition and to develop innovative practices and approaches to support learning about changing ecological systems and environmental decision making. Work on cultural differences in the production of complex systems knowledge is severely lacking. This gap in knowledge may contribute to the continued reproduction of inequities in science education. More broadly findings from this project will have clear implications for theories of cognitive development, especially those pertaining to how knowledge is shaped by culture and experience. Focusing on ecosystems may represent an opportunity to not only increase engagement and achievement in science among non-dominant communities and Native youth specifically, but also advance effective learning for all communities. The primary deliverables for the project are conference presentations and research publications. However, the project will also develop additional resources freely available to researchers, educators, and the general public. These will include summer curricular materials and teaching tools, professional development workshops, practitioner briefs about research findings that can be used in professional development workshops and shared share more broadly, and evaluation reports.
A deeper understanding of cultural influences on conceptions of the natural world can serve to advance the educational needs of children, including children from diverse linguistic and cultural backgrounds. Project research will include two interrelated series of studies designed to expand knowledge about human cognition of complex ecosystems and the affordances of informal STEM learning environments in developing and supporting the critical 21st century skill of ecological systems level reasoning. The first consists of a series of experiments focused on ecological cognition and the role of humans in nature. The second consists of design-based research interventions in informal settings, summer workshops for youth and the communities, focused on ecological systems level thinking and socio-environmental decision making. The project will recruit and engage both child and adult participants from two broad cultural communities, Native Americans and European Americans living in urban and suburban communities, in part because it affords a sharp test of human-nature relations. Sampling from two different urban communities will avoid simple Native-non-Native comparative binaries and to conduct Native-to-Native comparative analysis. Based on results from this, the project will result in: 1) foundational knowledge about human learning and reasoning and ecosystems and environmental decision making, 2) culturally responsive models of learning and practice about complex ecosystems for indoors and outdoors informal learning environments, and 3) insights about research-practice-community partnerships. One important objective of the research is to broaden participation and close opportunity gaps for under-represented groups in STEM fields broadly and more specifically for Indigenous people. Members of Indigenous communities, who provide strong role models for other aspiring scholars, will be involved as postdoctoral fellows, research assistants and graduate fellows.
Women continue to be underrepresented in computer science professions. In 2015, while 57% of professional occupations in the U.S. were held by women, only 25% of computing occupations were held by women. Furthermore, the share of computer science degrees going to women is smaller than any STEM field, even though technology careers are the most promising in terms of salaries and future growth. Research suggests that issues contributing to this lack of computer science participation begin early and involve complex social and environmental factors, including girls' perception that they do not belong in computer science classes or careers. Computer science instruction often alienates girls with irrelevant curriculum; non-collaborative pedagogies; a lack of opportunities to take risks or make mistakes; and a heavy reliance on lecture instead of hands-on, project-based learning. Computer science experiences that employ research-based gender equitable best practices, particularly role modeling, can help diminish the gender gap in participation. In response to this challenge, Twin Cities PBS (TPT), the National Girls Collaborative (NGC) and Code.org will lead Code: SciGirls! Media for Engaging Girls in Computing Pathways, a three-year project designed to engage 8-13 year-old girls in coding through transmedia programming which inspires and prepares them for future computer science studies and career paths. The project includes five new PBS SciGirls episodes featuring girls and female coding professionals using coding to solve real problems; a new interactive PBSKids.org game that allows children to develop coding skills; nationwide outreach programming, including professional development for informal educators and female coding professionals to facilitate activities for girls and families in diverse STEM learning environments; a research study that will advance understanding of how the transmedia components build girls' motivation to pursue additional coding experiences; and a third-party summative evaluation.
Code: SciGirls! will foster greater awareness of and engagement in computer science studies and career paths for girls. The PBS SciGirls episodes will feature girls and female computer science professionals using coding to solve real-world challenges. The project's transmedia component will leverage the television content into the online space in which much of 21st century learning takes place. The new interactive PBSKids.org game will use a narrative framework to help children develop coding skills. Drawing on narrative transportation theory and character identification theory, TPT will commission two exploratory knowledge-building studies to investigate: To what extent and how do the narrative formats of the Code: SciGirls! online media affect girls' interest, beliefs, and behavioral intent towards coding and code-related careers? The studies aim to advance understanding of how media builds girls' motivation to pursue computer science experiences, a skill set critical to building tomorrow's workforce. The project team will also raise educators' awareness about the importance of gender equitable computer science instruction, and empower them with best practices to welcome, prepare and retain girls in coding. The Code: SciGirls! Activity Guide will provide educators with a relevant resource for engaging aspiring computer scientists. The new media and guide will also reside on PBSLearningMedia.org, reaching 1.2 million teachers, and will be shared with thousands of educators across the SciGirls CONNECT and National Girls Collaborative networks. The new episodes are anticipated to reach 92% of U.S. TV households via PBS, and the game at PBSKids.org will introduce millions of children to coding. The summative evaluation will examine the reach and impact of the episodes, game and new activities. PIs will share research findings and project resources at national conferences and will submit to relevant publications. 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.
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.
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
Often called "self-plagiarism," text recycling occurs frequently in scientific writing. Over the past decade, increasing numbers of scientific journals have begun using plagiarism detection software to screen submitted manuscripts. As a result, large numbers of cases of text recycling are being identified, yet there is no consensus on what constitutes ethically acceptable practice. Text recycling is thus an increasingly important and controversial ethical issue in scientific communication. However, little actual research has been conducted on text recycling and it is rarely addressed in the ethical training of researchers or in scientific writing textbooks or websites. To promote the ethical and appropriate use of text recycling, this project will be conducted in two phases: In Phase 1, the researchers will investigate the ethical, practical, and legal aspects of text recycling as relevant for professional researchers, students, and publishers. In Phase 2, the investigators will produce educational materials and develop model language for text recycling guidelines and author-publisher contracts that can be adapted by educational institutions, research organizations, and publishers.
This project is a multi-institutional, multidisciplinary investigation of text recycling, the reuse of material from one?s previous work in a new manuscript. In Phase 1, the researchers will investigate questions such as these: What do expert researchers, students, and others involved in scientific communication believe to be appropriate practice, and why? Where is there a clear consensus among experts and where is there substantive disagreement? How often do professional scientists actually recycle material, and in what ways? Under what circumstances does text recycling violate publisher contracts or copyright laws? One facet of this research will involve interviewing and surveying experienced STEM faculty, students, journal editors, and others regarding the ethics of text recycling. A second facet will analyze a corpus of published scientific papers to investigate how researchers recycle text in practice and how this has changed over time. The third facet involves analyzing publisher contracts to better understand the rights of publishers and authors regarding text recycling and to assess their legal validity. In Phase 2, the investigators will use findings from Phase 1 to develop, test, and disseminate two kinds of materials: The first are web and print based instructional materials for STEM students (and others new to STEM research) explaining the ethical, legal, and practical issues involved with text recycling, as well as accompanying documents for faculty, administrators, and librarians. The second are model policies and guidelines for text recycling that address appropriate practice in both academic and professional settings. The investigators will obtain feedback on drafts of these materials from potential users and revise them accordingly, after which they will be disseminated.